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arabert_augWithOrig_disEquV3_k60_organization_task3_fold0

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: 1.5049
  • Qwk: -0.0669
  • Mse: 1.5049
  • Rmse: 1.2268

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 0.0070 2 3.9500 0.0 3.9500 1.9875
No log 0.0141 4 2.2398 -0.0115 2.2398 1.4966
No log 0.0211 6 1.9801 0.0209 1.9801 1.4072
No log 0.0282 8 1.6229 0.0 1.6229 1.2739
No log 0.0352 10 1.4361 0.0 1.4361 1.1984
No log 0.0423 12 1.4004 0.0 1.4004 1.1834
No log 0.0493 14 1.6617 0.0 1.6617 1.2891
No log 0.0563 16 2.0040 -0.1729 2.0040 1.4156
No log 0.0634 18 2.2224 -0.0708 2.2224 1.4908
No log 0.0704 20 1.9784 -0.1729 1.9784 1.4065
No log 0.0775 22 2.2535 -0.0467 2.2535 1.5012
No log 0.0845 24 2.4503 0.0 2.4503 1.5653
No log 0.0915 26 2.3892 0.0 2.3892 1.5457
No log 0.0986 28 2.1928 0.0 2.1928 1.4808
No log 0.1056 30 1.9059 -0.0722 1.9059 1.3805
No log 0.1127 32 1.6221 -0.0722 1.6221 1.2736
No log 0.1197 34 1.5136 0.0 1.5136 1.2303
No log 0.1268 36 1.4306 0.0 1.4306 1.1961
No log 0.1338 38 1.5792 0.0 1.5792 1.2567
No log 0.1408 40 1.7078 -0.0722 1.7078 1.3068
No log 0.1479 42 1.6784 0.0 1.6784 1.2955
No log 0.1549 44 1.9276 0.0209 1.9276 1.3884
No log 0.1620 46 1.9151 0.0209 1.9151 1.3839
No log 0.1690 48 1.7776 0.0 1.7776 1.3333
No log 0.1761 50 1.8502 0.0 1.8502 1.3602
No log 0.1831 52 1.9631 0.0752 1.9631 1.4011
No log 0.1901 54 1.8844 0.0072 1.8844 1.3727
No log 0.1972 56 1.6805 0.0 1.6805 1.2963
No log 0.2042 58 1.5352 0.0 1.5352 1.2390
No log 0.2113 60 1.6788 0.0 1.6788 1.2957
No log 0.2183 62 1.7740 0.0128 1.7740 1.3319
No log 0.2254 64 1.6712 0.0 1.6712 1.2928
No log 0.2324 66 1.6109 0.0 1.6109 1.2692
No log 0.2394 68 1.5946 0.0 1.5946 1.2628
No log 0.2465 70 1.5797 0.0 1.5797 1.2569
No log 0.2535 72 1.4986 0.0 1.4986 1.2242
No log 0.2606 74 1.4809 0.0 1.4809 1.2169
No log 0.2676 76 1.5398 0.0 1.5398 1.2409
No log 0.2746 78 1.7131 0.0 1.7131 1.3089
No log 0.2817 80 1.7574 0.0 1.7574 1.3257
No log 0.2887 82 1.8425 -0.0577 1.8425 1.3574
No log 0.2958 84 1.8622 -0.0577 1.8622 1.3646
No log 0.3028 86 1.8877 -0.0577 1.8877 1.3739
No log 0.3099 88 1.9373 -0.0461 1.9373 1.3919
No log 0.3169 90 1.9192 0.0173 1.9192 1.3854
No log 0.3239 92 1.9738 0.0785 1.9738 1.4049
No log 0.3310 94 2.0653 0.0307 2.0653 1.4371
No log 0.3380 96 1.9873 -0.0288 1.9873 1.4097
No log 0.3451 98 1.9553 -0.0288 1.9553 1.3983
No log 0.3521 100 2.0149 -0.0288 2.0149 1.4195
No log 0.3592 102 2.0243 0.0265 2.0243 1.4228
No log 0.3662 104 2.0851 0.0307 2.0851 1.4440
No log 0.3732 106 2.2006 0.0 2.2006 1.4834
No log 0.3803 108 2.2490 0.0 2.2490 1.4997
No log 0.3873 110 2.2885 0.0 2.2885 1.5128
No log 0.3944 112 2.2494 0.0 2.2494 1.4998
No log 0.4014 114 2.2440 0.0 2.2440 1.4980
No log 0.4085 116 2.3263 0.0 2.3263 1.5252
No log 0.4155 118 2.5908 0.0 2.5908 1.6096
No log 0.4225 120 2.6641 0.0 2.6641 1.6322
No log 0.4296 122 2.4300 0.0 2.4300 1.5589
No log 0.4366 124 2.3084 0.0 2.3084 1.5193
No log 0.4437 126 2.2516 0.0 2.2516 1.5005
No log 0.4507 128 2.1409 0.0 2.1409 1.4632
No log 0.4577 130 1.9569 0.0752 1.9569 1.3989
No log 0.4648 132 1.7727 0.0866 1.7727 1.3314
No log 0.4718 134 1.7093 0.0866 1.7093 1.3074
No log 0.4789 136 1.7908 0.1538 1.7908 1.3382
No log 0.4859 138 2.1495 0.0323 2.1495 1.4661
No log 0.4930 140 2.2173 0.0338 2.2173 1.4891
No log 0.5 142 2.0012 -0.0164 2.0012 1.4147
No log 0.5070 144 1.7722 0.1441 1.7722 1.3312
No log 0.5141 146 1.6284 0.0 1.6284 1.2761
No log 0.5211 148 1.6447 0.0866 1.6447 1.2825
No log 0.5282 150 1.5963 0.0 1.5963 1.2634
No log 0.5352 152 1.4708 0.0 1.4708 1.2128
No log 0.5423 154 1.3647 0.0 1.3647 1.1682
No log 0.5493 156 1.4078 0.0 1.4078 1.1865
No log 0.5563 158 1.5275 0.0 1.5275 1.2359
No log 0.5634 160 1.7503 0.0 1.7503 1.3230
No log 0.5704 162 2.1426 -0.0862 2.1426 1.4638
No log 0.5775 164 2.5713 0.0 2.5713 1.6035
No log 0.5845 166 2.4538 0.0 2.4538 1.5665
No log 0.5915 168 2.1111 -0.0862 2.1111 1.4530
No log 0.5986 170 2.0305 -0.0708 2.0305 1.4249
No log 0.6056 172 2.0119 -0.0616 2.0119 1.4184
No log 0.6127 174 2.0589 -0.0536 2.0589 1.4349
No log 0.6197 176 2.0348 -0.0616 2.0348 1.4264
No log 0.6268 178 2.0774 -0.0072 2.0774 1.4413
No log 0.6338 180 1.9842 -0.0221 1.9842 1.4086
No log 0.6408 182 1.7130 0.0 1.7130 1.3088
No log 0.6479 184 1.3494 0.0 1.3494 1.1617
No log 0.6549 186 1.2117 0.0 1.2117 1.1008
No log 0.6620 188 1.1932 0.0 1.1932 1.0923
No log 0.6690 190 1.2379 0.0 1.2379 1.1126
No log 0.6761 192 1.4352 0.0 1.4352 1.1980
No log 0.6831 194 1.7525 0.0 1.7525 1.3238
No log 0.6901 196 1.9990 -0.0815 1.9990 1.4138
No log 0.6972 198 2.0591 -0.0072 2.0591 1.4350
No log 0.7042 200 2.0970 0.0338 2.0970 1.4481
No log 0.7113 202 2.0533 -0.0072 2.0533 1.4329
No log 0.7183 204 2.0492 -0.0072 2.0492 1.4315
No log 0.7254 206 2.0386 -0.0164 2.0386 1.4278
No log 0.7324 208 2.0750 -0.0072 2.0750 1.4405
No log 0.7394 210 2.1168 0.0338 2.1168 1.4549
No log 0.7465 212 2.1306 0.0338 2.1306 1.4596
No log 0.7535 214 2.0906 -0.0164 2.0906 1.4459
No log 0.7606 216 2.0833 -0.0164 2.0833 1.4434
No log 0.7676 218 1.9731 0.0173 1.9731 1.4047
No log 0.7746 220 1.9383 0.0173 1.9383 1.3922
No log 0.7817 222 1.9904 0.0173 1.9904 1.4108
No log 0.7887 224 1.9658 0.0173 1.9658 1.4021
No log 0.7958 226 1.8810 -0.0577 1.8810 1.3715
No log 0.8028 228 1.8311 -0.0577 1.8311 1.3532
No log 0.8099 230 1.7990 0.0 1.7990 1.3412
No log 0.8169 232 1.7152 0.0 1.7152 1.3097
No log 0.8239 234 1.5976 0.0 1.5976 1.2640
No log 0.8310 236 1.5335 0.0 1.5335 1.2384
No log 0.8380 238 1.5609 0.0 1.5609 1.2494
No log 0.8451 240 1.6243 0.0 1.6243 1.2745
No log 0.8521 242 1.7230 0.0 1.7230 1.3126
No log 0.8592 244 1.7893 0.0866 1.7893 1.3376
No log 0.8662 246 1.8777 0.0833 1.8777 1.3703
No log 0.8732 248 1.9883 -0.0164 1.9883 1.4101
No log 0.8803 250 2.0601 0.0323 2.0601 1.4353
No log 0.8873 252 2.1598 0.0338 2.1598 1.4696
No log 0.8944 254 2.2604 0.0 2.2604 1.5035
No log 0.9014 256 2.3336 0.0 2.3336 1.5276
No log 0.9085 258 2.3585 0.0 2.3585 1.5358
No log 0.9155 260 2.2820 0.0 2.2820 1.5106
No log 0.9225 262 2.1634 0.0338 2.1634 1.4708
No log 0.9296 264 2.0202 0.0323 2.0202 1.4214
No log 0.9366 266 1.9457 0.0240 1.9457 1.3949
No log 0.9437 268 1.7865 0.0 1.7865 1.3366
No log 0.9507 270 1.5874 0.0 1.5874 1.2599
No log 0.9577 272 1.3903 0.0 1.3903 1.1791
No log 0.9648 274 1.2737 0.0 1.2737 1.1286
No log 0.9718 276 1.2506 0.0 1.2506 1.1183
No log 0.9789 278 1.3536 0.0 1.3536 1.1634
No log 0.9859 280 1.4563 0.0 1.4563 1.2068
No log 0.9930 282 1.6443 0.0 1.6443 1.2823
No log 1.0 284 1.8392 0.0 1.8392 1.3562
No log 1.0070 286 1.8492 0.0072 1.8492 1.3599
No log 1.0141 288 1.8231 0.0 1.8231 1.3502
No log 1.0211 290 1.8906 -0.1282 1.8906 1.3750
No log 1.0282 292 1.9181 -0.0288 1.9181 1.3850
No log 1.0352 294 1.8349 -0.1282 1.8349 1.3546
No log 1.0423 296 1.9461 0.0265 1.9461 1.3950
No log 1.0493 298 2.0446 0.0728 2.0446 1.4299
No log 1.0563 300 2.0104 0.0728 2.0104 1.4179
No log 1.0634 302 1.8217 0.0072 1.8217 1.3497
No log 1.0704 304 1.7051 0.0 1.7051 1.3058
No log 1.0775 306 1.6304 0.0 1.6304 1.2769
No log 1.0845 308 1.5093 0.0 1.5093 1.2286
No log 1.0915 310 1.4613 0.0 1.4613 1.2088
No log 1.0986 312 1.5317 0.0 1.5317 1.2376
No log 1.1056 314 1.7164 0.0 1.7164 1.3101
No log 1.1127 316 1.9518 0.0739 1.9518 1.3971
No log 1.1197 318 2.1318 0.0338 2.1318 1.4601
No log 1.1268 320 2.1321 0.0323 2.1321 1.4602
No log 1.1338 322 2.0157 0.0307 2.0157 1.4197
No log 1.1408 324 1.9467 0.0739 1.9467 1.3952
No log 1.1479 326 1.8112 0.0866 1.8112 1.3458
No log 1.1549 328 1.7429 0.0 1.7429 1.3202
No log 1.1620 330 1.6262 0.0 1.6262 1.2752
No log 1.1690 332 1.4988 0.0 1.4988 1.2243
No log 1.1761 334 1.3980 0.0 1.3980 1.1824
No log 1.1831 336 1.2608 0.0 1.2608 1.1228
No log 1.1901 338 1.2763 0.0 1.2763 1.1297
No log 1.1972 340 1.3918 0.0 1.3918 1.1797
No log 1.2042 342 1.6299 0.0 1.6299 1.2767
No log 1.2113 344 1.9501 -0.0815 1.9501 1.3965
No log 1.2183 346 2.1090 0.0323 2.1090 1.4522
No log 1.2254 348 2.2497 0.0323 2.2497 1.4999
No log 1.2324 350 2.3421 0.0338 2.3421 1.5304
No log 1.2394 352 2.4095 0.0 2.4095 1.5523
No log 1.2465 354 2.3149 0.0 2.3149 1.5215
No log 1.2535 356 2.0951 0.0323 2.0951 1.4475
No log 1.2606 358 1.8260 0.0866 1.8260 1.3513
No log 1.2676 360 1.6093 0.0 1.6093 1.2686
No log 1.2746 362 1.4364 0.0 1.4364 1.1985
No log 1.2817 364 1.3774 0.0 1.3774 1.1736
No log 1.2887 366 1.4148 0.0 1.4148 1.1894
No log 1.2958 368 1.3998 0.0 1.3998 1.1831
No log 1.3028 370 1.3902 0.0 1.3902 1.1791
No log 1.3099 372 1.4398 0.0 1.4398 1.1999
No log 1.3169 374 1.5880 0.0 1.5880 1.2601
No log 1.3239 376 1.7042 0.0866 1.7042 1.3055
No log 1.3310 378 1.7635 0.0866 1.7635 1.3280
No log 1.3380 380 1.9342 0.0240 1.9342 1.3908
No log 1.3451 382 2.0807 0.0323 2.0807 1.4424
No log 1.3521 384 2.1415 -0.0034 2.1415 1.4634
No log 1.3592 386 2.1476 -0.0034 2.1475 1.4655
No log 1.3662 388 2.0693 -0.0115 2.0693 1.4385
No log 1.3732 390 1.8808 0.0265 1.8808 1.3714
No log 1.3803 392 1.5917 0.0866 1.5917 1.2616
No log 1.3873 394 1.3198 0.0 1.3198 1.1488
No log 1.3944 396 1.1055 0.0 1.1055 1.0514
No log 1.4014 398 1.0484 0.0 1.0484 1.0239
No log 1.4085 400 1.1572 0.0 1.1572 1.0758
No log 1.4155 402 1.4198 0.0 1.4198 1.1915
No log 1.4225 404 1.6113 0.0866 1.6113 1.2694
No log 1.4296 406 1.7520 0.0866 1.7520 1.3236
No log 1.4366 408 1.8273 0.0209 1.8273 1.3518
No log 1.4437 410 1.8534 0.0240 1.8534 1.3614
No log 1.4507 412 1.8961 0.0240 1.8961 1.3770
No log 1.4577 414 1.8649 0.0240 1.8649 1.3656
No log 1.4648 416 1.7360 0.0866 1.7360 1.3176
No log 1.4718 418 1.6483 0.0 1.6483 1.2839
No log 1.4789 420 1.5828 0.0 1.5828 1.2581
No log 1.4859 422 1.6282 0.0 1.6282 1.2760
No log 1.4930 424 1.6652 0.0 1.6652 1.2904
No log 1.5 426 1.7135 0.0 1.7135 1.3090
No log 1.5070 428 1.7050 0.0 1.7050 1.3058
No log 1.5141 430 1.6436 0.0 1.6436 1.2820
No log 1.5211 432 1.6361 0.0 1.6361 1.2791
No log 1.5282 434 1.6995 0.0 1.6995 1.3036
No log 1.5352 436 1.7962 0.0866 1.7962 1.3402
No log 1.5423 438 1.7578 0.0866 1.7578 1.3258
No log 1.5493 440 1.6567 0.0 1.6567 1.2871
No log 1.5563 442 1.5914 0.0 1.5914 1.2615
No log 1.5634 444 1.5818 0.0 1.5818 1.2577
No log 1.5704 446 1.5700 0.0 1.5700 1.2530
No log 1.5775 448 1.5925 0.0 1.5925 1.2620
No log 1.5845 450 1.7000 0.0 1.7000 1.3038
No log 1.5915 452 1.8024 -0.1516 1.8024 1.3425
No log 1.5986 454 1.9334 -0.0221 1.9334 1.3905
No log 1.6056 456 1.9027 0.0240 1.9027 1.3794
No log 1.6127 458 1.7322 -0.0577 1.7322 1.3161
No log 1.6197 460 1.5117 0.0 1.5117 1.2295
No log 1.6268 462 1.3588 0.0 1.3588 1.1657
No log 1.6338 464 1.2620 0.0 1.2620 1.1234
No log 1.6408 466 1.3343 0.0 1.3343 1.1551
No log 1.6479 468 1.4496 0.0 1.4496 1.2040
No log 1.6549 470 1.6843 -0.1516 1.6843 1.2978
No log 1.6620 472 1.9181 0.0240 1.9181 1.3849
No log 1.6690 474 2.1176 0.0323 2.1176 1.4552
No log 1.6761 476 2.3203 0.0323 2.3203 1.5233
No log 1.6831 478 2.5463 0.0 2.5463 1.5957
No log 1.6901 480 2.5826 0.0 2.5826 1.6070
No log 1.6972 482 2.6633 0.0 2.6633 1.6320
No log 1.7042 484 2.6948 0.0 2.6948 1.6416
No log 1.7113 486 2.7001 0.0 2.7001 1.6432
No log 1.7183 488 2.7136 0.0 2.7136 1.6473
No log 1.7254 490 2.6442 0.0 2.6442 1.6261
No log 1.7324 492 2.5034 0.0 2.5034 1.5822
No log 1.7394 494 2.2877 -0.0034 2.2877 1.5125
No log 1.7465 496 2.0928 0.0323 2.0928 1.4466
No log 1.7535 498 2.0086 -0.0115 2.0086 1.4172
0.8199 1.7606 500 1.9527 0.0767 1.9527 1.3974
0.8199 1.7676 502 1.8892 0.0866 1.8892 1.3745
0.8199 1.7746 504 1.8418 0.0 1.8418 1.3571
0.8199 1.7817 506 1.7703 0.0 1.7703 1.3305
0.8199 1.7887 508 1.6708 0.0 1.6708 1.2926
0.8199 1.7958 510 1.6151 0.0 1.6151 1.2709
0.8199 1.8028 512 1.6067 0.0 1.6067 1.2676
0.8199 1.8099 514 1.6548 0.0 1.6548 1.2864
0.8199 1.8169 516 1.7549 0.0 1.7549 1.3247
0.8199 1.8239 518 1.7876 0.0 1.7876 1.3370
0.8199 1.8310 520 1.8065 0.0 1.8065 1.3441
0.8199 1.8380 522 1.8415 0.0 1.8415 1.3570
0.8199 1.8451 524 1.8303 0.0 1.8303 1.3529
0.8199 1.8521 526 1.8338 0.0 1.8338 1.3542
0.8199 1.8592 528 1.8829 0.0072 1.8829 1.3722
0.8199 1.8662 530 1.9199 0.0173 1.9199 1.3856
0.8199 1.8732 532 1.9261 0.0240 1.9261 1.3879
0.8199 1.8803 534 1.9275 0.0240 1.9275 1.3884
0.8199 1.8873 536 1.9609 -0.0115 1.9609 1.4003
0.8199 1.8944 538 1.9225 0.0265 1.9225 1.3865
0.8199 1.9014 540 1.8961 0.0209 1.8961 1.3770
0.8199 1.9085 542 1.9613 -0.0115 1.9613 1.4005
0.8199 1.9155 544 1.9768 0.0323 1.9768 1.4060
0.8199 1.9225 546 1.9118 0.0265 1.9118 1.3827
0.8199 1.9296 548 1.8155 0.0833 1.8155 1.3474
0.8199 1.9366 550 1.6978 0.0833 1.6978 1.3030
0.8199 1.9437 552 1.7092 0.0833 1.7092 1.3074
0.8199 1.9507 554 1.6884 0.0072 1.6884 1.2994
0.8199 1.9577 556 1.6502 0.0072 1.6502 1.2846
0.8199 1.9648 558 1.7204 0.0072 1.7204 1.3116
0.8199 1.9718 560 1.7499 0.0072 1.7499 1.3228
0.8199 1.9789 562 1.7978 0.0807 1.7978 1.3408
0.8199 1.9859 564 1.8699 0.1295 1.8699 1.3674
0.8199 1.9930 566 1.9132 0.1149 1.9132 1.3832
0.8199 2.0 568 1.9263 0.1149 1.9263 1.3879
0.8199 2.0070 570 1.7885 0.1361 1.7885 1.3373
0.8199 2.0141 572 1.7281 0.0072 1.7281 1.3146
0.8199 2.0211 574 1.6943 0.0072 1.6943 1.3016
0.8199 2.0282 576 1.6234 0.0072 1.6234 1.2741
0.8199 2.0352 578 1.6302 0.0072 1.6302 1.2768
0.8199 2.0423 580 1.6087 0.0072 1.6087 1.2683
0.8199 2.0493 582 1.5319 0.0 1.5319 1.2377
0.8199 2.0563 584 1.4789 0.0 1.4789 1.2161
0.8199 2.0634 586 1.3785 0.0 1.3785 1.1741
0.8199 2.0704 588 1.4230 0.0 1.4230 1.1929
0.8199 2.0775 590 1.5408 0.0866 1.5408 1.2413
0.8199 2.0845 592 1.6560 0.0785 1.6560 1.2869
0.8199 2.0915 594 1.6287 0.0785 1.6287 1.2762
0.8199 2.0986 596 1.5262 0.0866 1.5262 1.2354
0.8199 2.1056 598 1.3028 0.0866 1.3028 1.1414
0.8199 2.1127 600 1.1713 0.0 1.1713 1.0823
0.8199 2.1197 602 1.0819 0.0 1.0819 1.0402
0.8199 2.1268 604 1.0636 0.0 1.0636 1.0313
0.8199 2.1338 606 1.1412 0.0 1.1412 1.0683
0.8199 2.1408 608 1.2571 0.0 1.2571 1.1212
0.8199 2.1479 610 1.4395 0.0833 1.4395 1.1998
0.8199 2.1549 612 1.6647 0.0807 1.6647 1.2902
0.8199 2.1620 614 1.8249 -0.0221 1.8249 1.3509
0.8199 2.1690 616 1.8605 -0.0115 1.8605 1.3640
0.8199 2.1761 618 1.6044 0.0833 1.6044 1.2666
0.8199 2.1831 620 1.4516 0.0072 1.4516 1.2048
0.8199 2.1901 622 1.4742 0.0072 1.4742 1.2142
0.8199 2.1972 624 1.5989 0.0785 1.5989 1.2645
0.8199 2.2042 626 1.6746 0.0785 1.6746 1.2940
0.8199 2.2113 628 1.8147 -0.0288 1.8147 1.3471
0.8199 2.2183 630 2.0225 -0.0616 2.0225 1.4222
0.8199 2.2254 632 2.0468 -0.0616 2.0468 1.4307
0.8199 2.2324 634 1.8846 0.0265 1.8846 1.3728
0.8199 2.2394 636 1.7847 0.0785 1.7847 1.3359
0.8199 2.2465 638 1.7054 0.0785 1.7054 1.3059
0.8199 2.2535 640 1.6134 0.0785 1.6134 1.2702
0.8199 2.2606 642 1.5927 0.0785 1.5927 1.2620
0.8199 2.2676 644 1.6793 0.0785 1.6793 1.2959
0.8199 2.2746 646 1.8254 0.0785 1.8254 1.3511
0.8199 2.2817 648 2.1410 0.0323 2.1410 1.4632
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0.8199 2.2958 652 2.3892 0.0323 2.3892 1.5457
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0.8199 2.3169 658 1.7269 0.0785 1.7269 1.3141
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0.8199 2.3451 666 1.0073 0.0 1.0073 1.0037
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0.8199 2.3732 674 1.3953 0.0833 1.3953 1.1812
0.8199 2.3803 676 1.5654 0.1361 1.5654 1.2512
0.8199 2.3873 678 1.4615 0.0833 1.4615 1.2089
0.8199 2.3944 680 1.2809 0.0833 1.2809 1.1318
0.8199 2.4014 682 1.1251 0.0 1.1251 1.0607
0.8199 2.4085 684 0.9235 0.0833 0.9235 0.9610
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0.8199 2.4225 688 0.9666 0.0833 0.9666 0.9832
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0.8199 2.4437 694 1.6292 0.0209 1.6292 1.2764
0.8199 2.4507 696 1.7607 0.0240 1.7607 1.3269
0.8199 2.4577 698 1.7552 0.0240 1.7552 1.3248
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0.8199 2.4718 702 1.5799 -0.0366 1.5799 1.2570
0.8199 2.4789 704 1.4046 0.0072 1.4046 1.1851
0.8199 2.4859 706 1.3832 0.0 1.3832 1.1761
0.8199 2.4930 708 1.4120 0.0 1.4120 1.1883
0.8199 2.5 710 1.5683 0.0128 1.5683 1.2523
0.8199 2.5070 712 1.6948 0.0173 1.6948 1.3019
0.8199 2.5141 714 1.7527 0.0240 1.7527 1.3239
0.8199 2.5211 716 1.7838 0.0240 1.7838 1.3356
0.8199 2.5282 718 2.0580 -0.0616 2.0580 1.4346
0.8199 2.5352 720 2.1363 -0.0616 2.1363 1.4616
0.8199 2.5423 722 1.7570 0.0785 1.7570 1.3255
0.8199 2.5493 724 1.4464 0.0 1.4464 1.2027
0.8199 2.5563 726 1.2891 0.0 1.2891 1.1354
0.8199 2.5634 728 1.3011 0.0 1.3011 1.1407
0.8199 2.5704 730 1.4207 0.0 1.4207 1.1919
0.8199 2.5775 732 1.5443 0.0 1.5443 1.2427
0.8199 2.5845 734 1.5824 0.0 1.5824 1.2579
0.8199 2.5915 736 1.6304 0.0 1.6304 1.2769
0.8199 2.5986 738 1.7588 0.0807 1.7588 1.3262
0.8199 2.6056 740 1.9491 0.1295 1.9491 1.3961
0.8199 2.6127 742 2.0845 -0.0115 2.0845 1.4438
0.8199 2.6197 744 2.1837 0.0323 2.1837 1.4777
0.8199 2.6268 746 2.0060 -0.0288 2.0060 1.4163
0.8199 2.6338 748 1.7759 0.0785 1.7759 1.3326
0.8199 2.6408 750 1.5716 0.0 1.5716 1.2536
0.8199 2.6479 752 1.4968 0.0 1.4968 1.2234
0.8199 2.6549 754 1.4384 0.0 1.4384 1.1993
0.8199 2.6620 756 1.3300 0.0 1.3300 1.1533
0.8199 2.6690 758 1.2265 0.0 1.2265 1.1075
0.8199 2.6761 760 1.2987 0.0 1.2987 1.1396
0.8199 2.6831 762 1.5609 0.0807 1.5609 1.2494
0.8199 2.6901 764 1.6685 0.0785 1.6685 1.2917
0.8199 2.6972 766 1.6115 0.0785 1.6115 1.2695
0.8199 2.7042 768 1.4547 0.0866 1.4547 1.2061
0.8199 2.7113 770 1.3535 0.0 1.3535 1.1634
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0.8199 2.7254 774 1.0814 0.0 1.0814 1.0399
0.8199 2.7324 776 1.1056 0.0 1.1056 1.0515
0.8199 2.7394 778 1.2232 0.0866 1.2232 1.1060
0.8199 2.7465 780 1.2857 0.0866 1.2857 1.1339
0.8199 2.7535 782 1.3383 0.0866 1.3383 1.1568
0.8199 2.7606 784 1.3729 0.0866 1.3729 1.1717
0.8199 2.7676 786 1.6870 0.0807 1.6870 1.2988
0.8199 2.7746 788 1.8748 -0.0221 1.8748 1.3692
0.8199 2.7817 790 1.8487 -0.0221 1.8487 1.3597
0.8199 2.7887 792 1.8037 -0.0288 1.8037 1.3430
0.8199 2.7958 794 1.5606 0.0807 1.5606 1.2492
0.8199 2.8028 796 1.2981 0.0866 1.2981 1.1394
0.8199 2.8099 798 1.1682 0.0866 1.1682 1.0808
0.8199 2.8169 800 1.3007 0.0866 1.3007 1.1405
0.8199 2.8239 802 1.6503 0.0833 1.6503 1.2846
0.8199 2.8310 804 2.1456 0.0323 2.1456 1.4648
0.8199 2.8380 806 2.1861 0.0323 2.1861 1.4785
0.8199 2.8451 808 1.9873 -0.0164 1.9873 1.4097
0.8199 2.8521 810 1.6246 0.0833 1.6246 1.2746
0.8199 2.8592 812 1.2921 0.0866 1.2921 1.1367
0.8199 2.8662 814 1.1782 0.0 1.1782 1.0855
0.8199 2.8732 816 1.1054 0.0 1.1054 1.0514
0.8199 2.8803 818 1.1016 0.0 1.1016 1.0496
0.8199 2.8873 820 1.0020 0.0 1.0020 1.0010
0.8199 2.8944 822 0.9119 0.0 0.9119 0.9549
0.8199 2.9014 824 0.9409 0.0 0.9409 0.9700
0.8199 2.9085 826 1.1175 0.0 1.1175 1.0571
0.8199 2.9155 828 1.4438 0.0072 1.4438 1.2016
0.8199 2.9225 830 1.8172 0.0752 1.8172 1.3480
0.8199 2.9296 832 2.0640 -0.0115 2.0640 1.4367
0.8199 2.9366 834 2.1648 -0.0115 2.1648 1.4713
0.8199 2.9437 836 1.9961 0.0752 1.9961 1.4128
0.8199 2.9507 838 1.6487 0.0785 1.6487 1.2840
0.8199 2.9577 840 1.5013 0.0833 1.5013 1.2253
0.8199 2.9648 842 1.5197 0.1441 1.5197 1.2328
0.8199 2.9718 844 1.4217 0.0833 1.4217 1.1923
0.8199 2.9789 846 1.3052 0.0866 1.3052 1.1424
0.8199 2.9859 848 1.1698 0.0 1.1698 1.0816
0.8199 2.9930 850 1.1512 0.0 1.1512 1.0729
0.8199 3.0 852 1.2022 0.0 1.2022 1.0965
0.8199 3.0070 854 1.4898 0.0833 1.4898 1.2206
0.8199 3.0141 856 1.9338 0.0739 1.9338 1.3906
0.8199 3.0211 858 2.0739 -0.0115 2.0739 1.4401
0.8199 3.0282 860 1.8843 0.0739 1.8843 1.3727
0.8199 3.0352 862 1.5636 0.0803 1.5636 1.2504
0.8199 3.0423 864 1.4695 0.0 1.4695 1.2122
0.8199 3.0493 866 1.4808 0.0 1.4808 1.2169
0.8199 3.0563 868 1.3642 0.0 1.3642 1.1680
0.8199 3.0634 870 1.3517 0.0 1.3517 1.1626
0.8199 3.0704 872 1.2697 0.0 1.2697 1.1268
0.8199 3.0775 874 1.1565 0.0833 1.1565 1.0754
0.8199 3.0845 876 1.0819 0.0833 1.0819 1.0402
0.8199 3.0915 878 1.2706 0.0797 1.2706 1.1272
0.8199 3.0986 880 1.7624 0.0743 1.7624 1.3275
0.8199 3.1056 882 2.3620 0.0323 2.3620 1.5369
0.8199 3.1127 884 2.2490 0.0307 2.2490 1.4997
0.8199 3.1197 886 1.6758 0.0743 1.6758 1.2945
0.8199 3.1268 888 0.9420 0.1681 0.9420 0.9706
0.8199 3.1338 890 0.6544 0.3444 0.6544 0.8089
0.8199 3.1408 892 0.6558 0.1895 0.6558 0.8098
0.8199 3.1479 894 0.7007 -0.0087 0.7007 0.8371
0.8199 3.1549 896 0.8365 -0.0087 0.8365 0.9146
0.8199 3.1620 898 1.1276 0.1538 1.1276 1.0619
0.8199 3.1690 900 1.3944 0.1361 1.3944 1.1808
0.8199 3.1761 902 1.3587 0.1538 1.3587 1.1656
0.8199 3.1831 904 1.3161 0.1538 1.3161 1.1472
0.8199 3.1901 906 1.2717 0.1538 1.2717 1.1277
0.8199 3.1972 908 1.2045 0.1538 1.2045 1.0975
0.8199 3.2042 910 1.1376 0.1538 1.1376 1.0666
0.8199 3.2113 912 1.0640 0.0 1.0640 1.0315
0.8199 3.2183 914 1.0114 0.0 1.0114 1.0057
0.8199 3.2254 916 1.1007 0.0 1.1007 1.0492
0.8199 3.2324 918 1.3685 0.1441 1.3685 1.1698
0.8199 3.2394 920 1.6048 0.0767 1.6048 1.2668
0.8199 3.2465 922 1.5452 0.0767 1.5452 1.2430
0.8199 3.2535 924 1.4624 0.1441 1.4624 1.2093
0.8199 3.2606 926 1.1844 -0.0087 1.1844 1.0883
0.8199 3.2676 928 1.1132 -0.0087 1.1132 1.0551
0.8199 3.2746 930 1.2432 -0.0087 1.2432 1.1150
0.8199 3.2817 932 1.2588 -0.0087 1.2588 1.1220
0.8199 3.2887 934 1.4292 0.0833 1.4292 1.1955
0.8199 3.2958 936 1.4486 0.0833 1.4486 1.2036
0.8199 3.3028 938 1.2414 -0.0087 1.2414 1.1142
0.8199 3.3099 940 1.0020 -0.0087 1.0020 1.0010
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0.8199 3.3380 948 1.2610 -0.0087 1.2610 1.1230
0.8199 3.3451 950 1.4666 0.0866 1.4666 1.2110
0.8199 3.3521 952 1.7729 0.0767 1.7729 1.3315
0.8199 3.3592 954 1.8047 0.0767 1.8047 1.3434
0.8199 3.3662 956 1.7503 0.0767 1.7503 1.3230
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0.8199 3.4085 968 1.5354 -0.0722 1.5354 1.2391
0.8199 3.4155 970 1.7409 -0.0942 1.7409 1.3194
0.8199 3.4225 972 1.9880 -0.0708 1.9880 1.4100
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0.6592 3.5282 1002 1.6279 0.0833 1.6279 1.2759
0.6592 3.5352 1004 1.5538 0.0072 1.5538 1.2465
0.6592 3.5423 1006 1.6168 0.0833 1.6168 1.2715
0.6592 3.5493 1008 1.8164 0.0265 1.8164 1.3477
0.6592 3.5563 1010 1.8957 -0.0616 1.8957 1.3768
0.6592 3.5634 1012 1.7757 0.0209 1.7757 1.3326
0.6592 3.5704 1014 1.4991 0.0072 1.4991 1.2244
0.6592 3.5775 1016 1.2618 0.0 1.2618 1.1233
0.6592 3.5845 1018 1.1653 0.0 1.1653 1.0795
0.6592 3.5915 1020 1.1784 0.0 1.1784 1.0855
0.6592 3.5986 1022 1.3162 0.0 1.3162 1.1473
0.6592 3.6056 1024 1.4798 0.0072 1.4798 1.2165
0.6592 3.6127 1026 1.6449 0.0209 1.6449 1.2825
0.6592 3.6197 1028 1.6786 0.0209 1.6786 1.2956
0.6592 3.6268 1030 1.5211 0.0807 1.5211 1.2333
0.6592 3.6338 1032 1.3512 0.0128 1.3512 1.1624
0.6592 3.6408 1034 1.1837 0.0 1.1837 1.0880
0.6592 3.6479 1036 1.1315 -0.0087 1.1315 1.0637
0.6592 3.6549 1038 1.2147 0.0 1.2147 1.1021
0.6592 3.6620 1040 1.3135 0.0067 1.3135 1.1461
0.6592 3.6690 1042 1.5280 0.0209 1.5280 1.2361
0.6592 3.6761 1044 1.9980 0.0209 1.9980 1.4135
0.6592 3.6831 1046 2.1224 0.0209 2.1224 1.4568
0.6592 3.6901 1048 1.7316 0.0163 1.7316 1.3159
0.6592 3.6972 1050 1.2673 0.0067 1.2673 1.1257
0.6592 3.7042 1052 1.1118 0.0 1.1118 1.0544
0.6592 3.7113 1054 1.0825 -0.0087 1.0825 1.0404
0.6592 3.7183 1056 1.1942 0.0 1.1942 1.0928
0.6592 3.7254 1058 1.4546 0.0778 1.4546 1.2061
0.6592 3.7324 1060 1.7177 0.0163 1.7177 1.3106
0.6592 3.7394 1062 2.1920 0.0265 2.1920 1.4806
0.6592 3.7465 1064 2.2042 0.0739 2.2042 1.4847
0.6592 3.7535 1066 1.8238 0.0240 1.8238 1.3505
0.6592 3.7606 1068 1.3105 0.0067 1.3105 1.1448
0.6592 3.7676 1070 1.0638 -0.0087 1.0638 1.0314
0.6592 3.7746 1072 1.0719 -0.0087 1.0719 1.0353
0.6592 3.7817 1074 1.2113 0.0072 1.2113 1.1006
0.6592 3.7887 1076 1.4551 0.0128 1.4551 1.2063
0.6592 3.7958 1078 1.6238 0.0209 1.6238 1.2743
0.6592 3.8028 1080 1.4900 -0.0461 1.4900 1.2206
0.6592 3.8099 1082 1.2007 0.0 1.2007 1.0958
0.6592 3.8169 1084 1.1211 0.0 1.1211 1.0588
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0.6592 3.8310 1088 1.4136 -0.0577 1.4136 1.1889
0.6592 3.8380 1090 1.6938 -0.0366 1.6938 1.3015
0.6592 3.8451 1092 1.7747 0.0240 1.7747 1.3322
0.6592 3.8521 1094 1.7156 -0.0366 1.7156 1.3098
0.6592 3.8592 1096 1.4521 -0.0669 1.4521 1.2051
0.6592 3.8662 1098 1.1748 0.0833 1.1748 1.0839
0.6592 3.8732 1100 0.9728 -0.0296 0.9728 0.9863
0.6592 3.8803 1102 0.9347 -0.0296 0.9347 0.9668
0.6592 3.8873 1104 0.9937 -0.0296 0.9937 0.9968
0.6592 3.8944 1106 1.2212 0.0833 1.2212 1.1051
0.6592 3.9014 1108 1.5896 -0.0669 1.5896 1.2608
0.6592 3.9085 1110 2.1892 0.0265 2.1892 1.4796
0.6592 3.9155 1112 2.4127 0.0739 2.4127 1.5533
0.6592 3.9225 1114 2.3887 0.0739 2.3887 1.5455
0.6592 3.9296 1116 2.0061 0.0265 2.0061 1.4164
0.6592 3.9366 1118 1.5924 -0.0577 1.5924 1.2619
0.6592 3.9437 1120 1.4279 -0.0577 1.4279 1.1950
0.6592 3.9507 1122 1.3801 -0.0577 1.3801 1.1748
0.6592 3.9577 1124 1.3690 -0.0577 1.3690 1.1701
0.6592 3.9648 1126 1.4049 -0.0577 1.4049 1.1853
0.6592 3.9718 1128 1.4217 -0.0577 1.4217 1.1923
0.6592 3.9789 1130 1.2620 0.0 1.2620 1.1234
0.6592 3.9859 1132 1.1840 -0.0087 1.1840 1.0881
0.6592 3.9930 1134 1.1559 -0.0087 1.1559 1.0751
0.6592 4.0 1136 1.2082 -0.0087 1.2082 1.0992
0.6592 4.0070 1138 1.4480 -0.0577 1.4480 1.2033
0.6592 4.0141 1140 1.8530 0.0265 1.8530 1.3612
0.6592 4.0211 1142 2.0147 0.0265 2.0147 1.4194
0.6592 4.0282 1144 2.2110 0.0265 2.2110 1.4870
0.6592 4.0352 1146 2.3212 -0.0115 2.3212 1.5236
0.6592 4.0423 1148 2.2391 -0.0616 2.2391 1.4964
0.6592 4.0493 1150 2.0663 0.0265 2.0663 1.4375
0.6592 4.0563 1152 1.7641 0.0198 1.7641 1.3282
0.6592 4.0634 1154 1.5720 -0.0669 1.5720 1.2538
0.6592 4.0704 1156 1.5070 -0.0669 1.5070 1.2276
0.6592 4.0775 1158 1.5008 -0.0669 1.5008 1.2251
0.6592 4.0845 1160 1.5933 0.0163 1.5933 1.2623
0.6592 4.0915 1162 1.6142 0.0163 1.6142 1.2705
0.6592 4.0986 1164 1.6723 0.0163 1.6723 1.2932
0.6592 4.1056 1166 1.7287 0.0163 1.7287 1.3148
0.6592 4.1127 1168 1.4914 0.0120 1.4914 1.2212
0.6592 4.1197 1170 1.2761 0.0 1.2761 1.1296
0.6592 4.1268 1172 1.1027 -0.0087 1.1027 1.0501
0.6592 4.1338 1174 0.9049 -0.1204 0.9049 0.9513
0.6592 4.1408 1176 0.8981 -0.1204 0.8981 0.9477
0.6592 4.1479 1178 0.9037 -0.0087 0.9037 0.9506
0.6592 4.1549 1180 0.9457 0.0 0.9457 0.9725
0.6592 4.1620 1182 1.0141 0.0 1.0141 1.0070
0.6592 4.1690 1184 1.2736 0.0 1.2736 1.1286
0.6592 4.1761 1186 1.7952 0.0240 1.7952 1.3398
0.6592 4.1831 1188 2.0977 0.0265 2.0977 1.4483
0.6592 4.1901 1190 2.0309 0.0265 2.0309 1.4251
0.6592 4.1972 1192 1.7058 0.0209 1.7058 1.3061
0.6592 4.2042 1194 1.5220 0.0173 1.5220 1.2337
0.6592 4.2113 1196 1.4557 0.0173 1.4557 1.2065
0.6592 4.2183 1198 1.5813 0.0173 1.5813 1.2575
0.6592 4.2254 1200 1.7035 0.0209 1.7035 1.3052
0.6592 4.2324 1202 1.8611 0.0209 1.8611 1.3642
0.6592 4.2394 1204 1.8065 0.0209 1.8065 1.3441
0.6592 4.2465 1206 1.6806 0.0173 1.6806 1.2964
0.6592 4.2535 1208 1.4994 0.0173 1.4994 1.2245
0.6592 4.2606 1210 1.2575 0.0 1.2575 1.1214
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0.4154 6.2746 1782 2.1083 -0.0434 2.1083 1.4520
0.4154 6.2817 1784 1.9224 -0.0434 1.9224 1.3865
0.4154 6.2887 1786 1.7813 -0.0539 1.7813 1.3347
0.4154 6.2958 1788 1.7138 -0.0539 1.7138 1.3091
0.4154 6.3028 1790 1.6968 -0.0539 1.6968 1.3026
0.4154 6.3099 1792 1.6018 -0.0669 1.6018 1.2656
0.4154 6.3169 1794 1.5809 -0.0669 1.5809 1.2573
0.4154 6.3239 1796 1.5520 -0.0669 1.5520 1.2458
0.4154 6.3310 1798 1.6073 -0.0669 1.6073 1.2678
0.4154 6.3380 1800 1.6901 -0.0669 1.6901 1.3000
0.4154 6.3451 1802 1.7671 -0.0539 1.7671 1.3293
0.4154 6.3521 1804 1.8114 -0.0539 1.8114 1.3459
0.4154 6.3592 1806 1.8854 -0.0539 1.8854 1.3731
0.4154 6.3662 1808 1.8557 -0.0539 1.8557 1.3622
0.4154 6.3732 1810 1.6979 -0.1538 1.6979 1.3030
0.4154 6.3803 1812 1.5455 -0.1538 1.5455 1.2432
0.4154 6.3873 1814 1.5062 -0.1538 1.5062 1.2273
0.4154 6.3944 1816 1.5721 -0.1538 1.5721 1.2538
0.4154 6.4014 1818 1.6810 -0.1538 1.6810 1.2965
0.4154 6.4085 1820 1.6995 -0.1538 1.6995 1.3037
0.4154 6.4155 1822 1.6733 -0.0669 1.6733 1.2936
0.4154 6.4225 1824 1.6750 -0.0669 1.6750 1.2942
0.4154 6.4296 1826 1.5800 -0.0577 1.5800 1.2570
0.4154 6.4366 1828 1.5030 -0.0577 1.5030 1.2259
0.4154 6.4437 1830 1.5030 -0.0577 1.5030 1.2260
0.4154 6.4507 1832 1.4359 -0.0577 1.4359 1.1983
0.4154 6.4577 1834 1.3720 -0.0577 1.3720 1.1713
0.4154 6.4648 1836 1.4078 -0.0577 1.4078 1.1865
0.4154 6.4718 1838 1.4031 -0.0577 1.4031 1.1845
0.4154 6.4789 1840 1.4791 -0.0577 1.4791 1.2162
0.4154 6.4859 1842 1.5444 -0.0577 1.5444 1.2427
0.4154 6.4930 1844 1.5082 -0.0577 1.5082 1.2281
0.4154 6.5 1846 1.3866 -0.0577 1.3866 1.1775
0.4154 6.5070 1848 1.3963 -0.0669 1.3963 1.1817
0.4154 6.5141 1850 1.5082 -0.0577 1.5082 1.2281
0.4154 6.5211 1852 1.6124 -0.0577 1.6124 1.2698
0.4154 6.5282 1854 1.7059 -0.0577 1.7059 1.3061
0.4154 6.5352 1856 1.6899 -0.0577 1.6899 1.2999
0.4154 6.5423 1858 1.6158 -0.0577 1.6158 1.2712
0.4154 6.5493 1860 1.5298 -0.0669 1.5298 1.2369
0.4154 6.5563 1862 1.5788 -0.0577 1.5788 1.2565
0.4154 6.5634 1864 1.6006 -0.0577 1.6006 1.2652
0.4154 6.5704 1866 1.6507 -0.0577 1.6507 1.2848
0.4154 6.5775 1868 1.7253 -0.0669 1.7253 1.3135
0.4154 6.5845 1870 1.8007 -0.0669 1.8007 1.3419
0.4154 6.5915 1872 1.7916 -0.0669 1.7916 1.3385
0.4154 6.5986 1874 1.7790 -0.0669 1.7790 1.3338
0.4154 6.6056 1876 1.7275 -0.0669 1.7275 1.3144
0.4154 6.6127 1878 1.6894 -0.0669 1.6894 1.2998
0.4154 6.6197 1880 1.7305 -0.0669 1.7305 1.3155
0.4154 6.6268 1882 1.7580 -0.0669 1.7580 1.3259
0.4154 6.6338 1884 1.7240 -0.0669 1.7240 1.3130
0.4154 6.6408 1886 1.7089 -0.0669 1.7089 1.3072
0.4154 6.6479 1888 1.6506 -0.0669 1.6506 1.2847
0.4154 6.6549 1890 1.5995 -0.0669 1.5995 1.2647
0.4154 6.6620 1892 1.5173 -0.0073 1.5173 1.2318
0.4154 6.6690 1894 1.4917 -0.0073 1.4917 1.2214
0.4154 6.6761 1896 1.4597 -0.0073 1.4597 1.2082
0.4154 6.6831 1898 1.5348 -0.0669 1.5348 1.2389
0.4154 6.6901 1900 1.6964 -0.0669 1.6964 1.3025
0.4154 6.6972 1902 1.8527 -0.0434 1.8527 1.3612
0.4154 6.7042 1904 1.8479 -0.0366 1.8479 1.3594
0.4154 6.7113 1906 1.7771 -0.0366 1.7771 1.3331
0.4154 6.7183 1908 1.7558 -0.0461 1.7558 1.3251
0.4154 6.7254 1910 1.7081 -0.0577 1.7081 1.3069
0.4154 6.7324 1912 1.5717 -0.0669 1.5717 1.2537
0.4154 6.7394 1914 1.4065 -0.0669 1.4065 1.1860
0.4154 6.7465 1916 1.3471 -0.0669 1.3471 1.1606
0.4154 6.7535 1918 1.3410 -0.0669 1.3410 1.1580
0.4154 6.7606 1920 1.4276 -0.0669 1.4276 1.1948
0.4154 6.7676 1922 1.5547 -0.0669 1.5547 1.2469
0.4154 6.7746 1924 1.6366 -0.0669 1.6366 1.2793
0.4154 6.7817 1926 1.6355 -0.0669 1.6355 1.2788
0.4154 6.7887 1928 1.6057 -0.0669 1.6057 1.2672
0.4154 6.7958 1930 1.5310 -0.0669 1.5310 1.2373
0.4154 6.8028 1932 1.5229 -0.0669 1.5229 1.2341
0.4154 6.8099 1934 1.6070 -0.0669 1.6070 1.2677
0.4154 6.8169 1936 1.6256 -0.0669 1.6256 1.2750
0.4154 6.8239 1938 1.5340 -0.0669 1.5340 1.2385
0.4154 6.8310 1940 1.4255 -0.0669 1.4255 1.1940
0.4154 6.8380 1942 1.4243 -0.0669 1.4243 1.1934
0.4154 6.8451 1944 1.4329 -0.0669 1.4329 1.1970
0.4154 6.8521 1946 1.4116 -0.1538 1.4116 1.1881
0.4154 6.8592 1948 1.4355 -0.0669 1.4355 1.1981
0.4154 6.8662 1950 1.4680 -0.0669 1.4680 1.2116
0.4154 6.8732 1952 1.4188 -0.0669 1.4188 1.1911
0.4154 6.8803 1954 1.4271 -0.0669 1.4271 1.1946
0.4154 6.8873 1956 1.5131 -0.0669 1.5131 1.2301
0.4154 6.8944 1958 1.6009 -0.0669 1.6009 1.2653
0.4154 6.9014 1960 1.5975 -0.0669 1.5975 1.2639
0.4154 6.9085 1962 1.4920 -0.0669 1.4920 1.2215
0.4154 6.9155 1964 1.3965 -0.0669 1.3965 1.1817
0.4154 6.9225 1966 1.3557 -0.0669 1.3557 1.1643
0.4154 6.9296 1968 1.3570 -0.0669 1.3570 1.1649
0.4154 6.9366 1970 1.3975 -0.0669 1.3975 1.1822
0.4154 6.9437 1972 1.4953 -0.0669 1.4953 1.2228
0.4154 6.9507 1974 1.6597 -0.0577 1.6597 1.2883
0.4154 6.9577 1976 1.8554 -0.0577 1.8554 1.3621
0.4154 6.9648 1978 1.8893 -0.0461 1.8893 1.3745
0.4154 6.9718 1980 1.7596 -0.0577 1.7596 1.3265
0.4154 6.9789 1982 1.6485 -0.0577 1.6485 1.2839
0.4154 6.9859 1984 1.5511 -0.0669 1.5511 1.2454
0.4154 6.9930 1986 1.4840 -0.0669 1.4840 1.2182
0.4154 7.0 1988 1.4526 -0.0669 1.4526 1.2052
0.4154 7.0070 1990 1.4834 -0.0669 1.4834 1.2179
0.4154 7.0141 1992 1.4690 -0.0669 1.4690 1.2120
0.4154 7.0211 1994 1.4183 -0.0669 1.4183 1.1909
0.4154 7.0282 1996 1.3575 -0.0669 1.3575 1.1651
0.4154 7.0352 1998 1.3673 -0.0669 1.3673 1.1693
0.2597 7.0423 2000 1.3674 -0.0669 1.3674 1.1694
0.2597 7.0493 2002 1.4090 -0.0669 1.4090 1.1870
0.2597 7.0563 2004 1.4839 -0.0669 1.4839 1.2181
0.2597 7.0634 2006 1.5745 -0.0669 1.5745 1.2548
0.2597 7.0704 2008 1.6729 -0.0669 1.6729 1.2934
0.2597 7.0775 2010 1.7577 -0.0577 1.7577 1.3258
0.2597 7.0845 2012 1.7093 -0.0669 1.7093 1.3074
0.2597 7.0915 2014 1.5735 -0.0669 1.5735 1.2544
0.2597 7.0986 2016 1.4459 -0.0669 1.4459 1.2025
0.2597 7.1056 2018 1.3788 -0.0669 1.3788 1.1742
0.2597 7.1127 2020 1.3486 -0.0669 1.3486 1.1613
0.2597 7.1197 2022 1.3648 -0.1538 1.3648 1.1682
0.2597 7.1268 2024 1.4319 -0.1538 1.4319 1.1966
0.2597 7.1338 2026 1.5639 -0.0669 1.5639 1.2506
0.2597 7.1408 2028 1.6879 -0.0669 1.6879 1.2992
0.2597 7.1479 2030 1.7746 -0.0669 1.7746 1.3321
0.2597 7.1549 2032 1.7483 -0.0669 1.7483 1.3222
0.2597 7.1620 2034 1.6966 -0.0669 1.6966 1.3025
0.2597 7.1690 2036 1.6794 -0.0669 1.6794 1.2959
0.2597 7.1761 2038 1.6921 -0.0669 1.6921 1.3008
0.2597 7.1831 2040 1.7238 -0.0669 1.7238 1.3129
0.2597 7.1901 2042 1.7843 -0.0669 1.7843 1.3358
0.2597 7.1972 2044 1.7364 -0.0669 1.7364 1.3177
0.2597 7.2042 2046 1.6166 -0.0669 1.6166 1.2715
0.2597 7.2113 2048 1.5314 -0.0669 1.5314 1.2375
0.2597 7.2183 2050 1.5247 -0.0669 1.5247 1.2348
0.2597 7.2254 2052 1.5518 -0.0669 1.5518 1.2457
0.2597 7.2324 2054 1.5629 -0.0669 1.5629 1.2502
0.2597 7.2394 2056 1.5655 -0.0669 1.5655 1.2512
0.2597 7.2465 2058 1.5638 -0.0669 1.5638 1.2505
0.2597 7.2535 2060 1.5909 -0.0669 1.5909 1.2613
0.2597 7.2606 2062 1.6405 -0.0669 1.6405 1.2808
0.2597 7.2676 2064 1.6037 -0.0669 1.6037 1.2664
0.2597 7.2746 2066 1.5283 -0.0669 1.5283 1.2362
0.2597 7.2817 2068 1.4849 -0.0669 1.4849 1.2186
0.2597 7.2887 2070 1.4097 -0.0669 1.4097 1.1873
0.2597 7.2958 2072 1.3890 -0.0669 1.3890 1.1785
0.2597 7.3028 2074 1.4356 -0.0669 1.4356 1.1982
0.2597 7.3099 2076 1.5402 -0.0669 1.5402 1.2410
0.2597 7.3169 2078 1.6878 -0.0669 1.6878 1.2992
0.2597 7.3239 2080 1.8849 -0.0669 1.8849 1.3729
0.2597 7.3310 2082 2.0304 -0.0539 2.0304 1.4249
0.2597 7.3380 2084 2.0667 -0.0539 2.0667 1.4376
0.2597 7.3451 2086 1.9546 -0.0669 1.9546 1.3981
0.2597 7.3521 2088 1.7374 -0.0669 1.7374 1.3181
0.2597 7.3592 2090 1.5424 -0.0669 1.5424 1.2419
0.2597 7.3662 2092 1.4246 -0.0669 1.4246 1.1936
0.2597 7.3732 2094 1.3284 -0.0669 1.3284 1.1526
0.2597 7.3803 2096 1.2955 -0.0669 1.2955 1.1382
0.2597 7.3873 2098 1.3325 -0.0669 1.3325 1.1543
0.2597 7.3944 2100 1.4275 -0.0669 1.4275 1.1948
0.2597 7.4014 2102 1.5196 -0.0669 1.5196 1.2327
0.2597 7.4085 2104 1.5639 -0.0669 1.5639 1.2505
0.2597 7.4155 2106 1.5316 -0.0669 1.5316 1.2376
0.2597 7.4225 2108 1.4801 -0.0669 1.4801 1.2166
0.2597 7.4296 2110 1.4638 -0.0669 1.4638 1.2099
0.2597 7.4366 2112 1.4356 -0.0669 1.4356 1.1982
0.2597 7.4437 2114 1.4527 -0.0669 1.4527 1.2053
0.2597 7.4507 2116 1.4799 -0.0669 1.4799 1.2165
0.2597 7.4577 2118 1.5145 -0.0669 1.5145 1.2306
0.2597 7.4648 2120 1.5593 -0.0669 1.5593 1.2487
0.2597 7.4718 2122 1.6572 -0.0669 1.6572 1.2873
0.2597 7.4789 2124 1.7540 -0.0669 1.7540 1.3244
0.2597 7.4859 2126 1.7759 -0.0669 1.7759 1.3326
0.2597 7.4930 2128 1.7226 -0.0669 1.7226 1.3125
0.2597 7.5 2130 1.5954 -0.0669 1.5954 1.2631
0.2597 7.5070 2132 1.4774 -0.1538 1.4774 1.2155
0.2597 7.5141 2134 1.3851 -0.1538 1.3851 1.1769
0.2597 7.5211 2136 1.3817 -0.1538 1.3817 1.1755
0.2597 7.5282 2138 1.3612 -0.1538 1.3612 1.1667
0.2597 7.5352 2140 1.3752 -0.1538 1.3752 1.1727
0.2597 7.5423 2142 1.4576 -0.1538 1.4576 1.2073
0.2597 7.5493 2144 1.5752 -0.0669 1.5752 1.2551
0.2597 7.5563 2146 1.6913 -0.0669 1.6913 1.3005
0.2597 7.5634 2148 1.7383 -0.0669 1.7383 1.3184
0.2597 7.5704 2150 1.7711 -0.0669 1.7711 1.3308
0.2597 7.5775 2152 1.7088 -0.0669 1.7088 1.3072
0.2597 7.5845 2154 1.5593 -0.1538 1.5593 1.2487
0.2597 7.5915 2156 1.4214 -0.0073 1.4214 1.1922
0.2597 7.5986 2158 1.3429 -0.0073 1.3429 1.1589
0.2597 7.6056 2160 1.3372 -0.0073 1.3372 1.1564
0.2597 7.6127 2162 1.3952 -0.0073 1.3952 1.1812
0.2597 7.6197 2164 1.4521 -0.1538 1.4521 1.2050
0.2597 7.6268 2166 1.5697 -0.1538 1.5697 1.2529
0.2597 7.6338 2168 1.7256 -0.0669 1.7256 1.3136
0.2597 7.6408 2170 1.7980 -0.0669 1.7980 1.3409
0.2597 7.6479 2172 1.8207 -0.0669 1.8207 1.3493
0.2597 7.6549 2174 1.7678 -0.0669 1.7678 1.3296
0.2597 7.6620 2176 1.7371 -0.0669 1.7371 1.3180
0.2597 7.6690 2178 1.6689 -0.0669 1.6689 1.2919
0.2597 7.6761 2180 1.6481 -0.0669 1.6481 1.2838
0.2597 7.6831 2182 1.5757 -0.0669 1.5757 1.2553
0.2597 7.6901 2184 1.4611 -0.0669 1.4611 1.2088
0.2597 7.6972 2186 1.3847 -0.0669 1.3847 1.1767
0.2597 7.7042 2188 1.3219 -0.0669 1.3219 1.1498
0.2597 7.7113 2190 1.3178 -0.0669 1.3178 1.1480
0.2597 7.7183 2192 1.3785 -0.0669 1.3785 1.1741
0.2597 7.7254 2194 1.5030 -0.0669 1.5030 1.2260
0.2597 7.7324 2196 1.6005 -0.0669 1.6005 1.2651
0.2597 7.7394 2198 1.6852 -0.0669 1.6852 1.2982
0.2597 7.7465 2200 1.6845 -0.0669 1.6845 1.2979
0.2597 7.7535 2202 1.6710 -0.0669 1.6710 1.2927
0.2597 7.7606 2204 1.6218 -0.0669 1.6218 1.2735
0.2597 7.7676 2206 1.5334 -0.0669 1.5334 1.2383
0.2597 7.7746 2208 1.5161 -0.0669 1.5161 1.2313
0.2597 7.7817 2210 1.4573 -0.0669 1.4573 1.2072
0.2597 7.7887 2212 1.3818 -0.0669 1.3818 1.1755
0.2597 7.7958 2214 1.3632 -0.0669 1.3632 1.1675
0.2597 7.8028 2216 1.3722 -0.0669 1.3722 1.1714
0.2597 7.8099 2218 1.3698 -0.0669 1.3698 1.1704
0.2597 7.8169 2220 1.3734 -0.1538 1.3734 1.1719
0.2597 7.8239 2222 1.3703 -0.1538 1.3703 1.1706
0.2597 7.8310 2224 1.4243 -0.1538 1.4243 1.1934
0.2597 7.8380 2226 1.5170 -0.1538 1.5170 1.2316
0.2597 7.8451 2228 1.5684 -0.1538 1.5684 1.2523
0.2597 7.8521 2230 1.6146 -0.1538 1.6146 1.2707
0.2597 7.8592 2232 1.6179 -0.0669 1.6179 1.2720
0.2597 7.8662 2234 1.6113 -0.0669 1.6113 1.2694
0.2597 7.8732 2236 1.5792 -0.0669 1.5792 1.2566
0.2597 7.8803 2238 1.5782 -0.0669 1.5782 1.2563
0.2597 7.8873 2240 1.5698 -0.0669 1.5698 1.2529
0.2597 7.8944 2242 1.5157 -0.0669 1.5157 1.2311
0.2597 7.9014 2244 1.5215 -0.0669 1.5215 1.2335
0.2597 7.9085 2246 1.5572 -0.0669 1.5572 1.2479
0.2597 7.9155 2248 1.6336 -0.0669 1.6336 1.2781
0.2597 7.9225 2250 1.6381 -0.0669 1.6381 1.2799
0.2597 7.9296 2252 1.5811 -0.0669 1.5811 1.2574
0.2597 7.9366 2254 1.5401 -0.0669 1.5401 1.2410
0.2597 7.9437 2256 1.5316 -0.0669 1.5316 1.2376
0.2597 7.9507 2258 1.5026 -0.0669 1.5026 1.2258
0.2597 7.9577 2260 1.4938 -0.0669 1.4938 1.2222
0.2597 7.9648 2262 1.5099 -0.0669 1.5099 1.2288
0.2597 7.9718 2264 1.4642 -0.0669 1.4642 1.2100
0.2597 7.9789 2266 1.4584 -0.0669 1.4584 1.2076
0.2597 7.9859 2268 1.5079 -0.0669 1.5079 1.2280
0.2597 7.9930 2270 1.5438 -0.0669 1.5438 1.2425
0.2597 8.0 2272 1.5038 -0.0669 1.5038 1.2263
0.2597 8.0070 2274 1.4329 -0.0669 1.4329 1.1970
0.2597 8.0141 2276 1.4032 -0.0669 1.4032 1.1846
0.2597 8.0211 2278 1.4163 -0.0669 1.4163 1.1901
0.2597 8.0282 2280 1.4379 -0.0669 1.4379 1.1991
0.2597 8.0352 2282 1.4507 -0.0669 1.4507 1.2044
0.2597 8.0423 2284 1.4839 -0.0669 1.4839 1.2181
0.2597 8.0493 2286 1.5669 -0.0669 1.5669 1.2518
0.2597 8.0563 2288 1.6508 -0.0669 1.6508 1.2848
0.2597 8.0634 2290 1.7055 -0.0669 1.7055 1.3059
0.2597 8.0704 2292 1.6706 -0.0669 1.6706 1.2925
0.2597 8.0775 2294 1.5578 -0.0669 1.5578 1.2481
0.2597 8.0845 2296 1.4904 -0.0669 1.4904 1.2208
0.2597 8.0915 2298 1.5037 -0.0669 1.5037 1.2262
0.2597 8.0986 2300 1.5552 -0.0669 1.5552 1.2471
0.2597 8.1056 2302 1.5352 -0.0669 1.5352 1.2390
0.2597 8.1127 2304 1.4809 -0.0669 1.4809 1.2169
0.2597 8.1197 2306 1.4574 -0.0669 1.4574 1.2072
0.2597 8.1268 2308 1.4940 -0.0669 1.4940 1.2223
0.2597 8.1338 2310 1.5824 -0.0669 1.5824 1.2579
0.2597 8.1408 2312 1.6552 -0.0669 1.6552 1.2865
0.2597 8.1479 2314 1.6373 -0.0669 1.6373 1.2796
0.2597 8.1549 2316 1.6068 -0.0669 1.6068 1.2676
0.2597 8.1620 2318 1.5935 -0.0669 1.5935 1.2623
0.2597 8.1690 2320 1.6096 -0.0669 1.6096 1.2687
0.2597 8.1761 2322 1.6413 -0.0669 1.6413 1.2811
0.2597 8.1831 2324 1.6957 -0.0669 1.6957 1.3022
0.2597 8.1901 2326 1.7468 -0.0669 1.7468 1.3216
0.2597 8.1972 2328 1.7912 -0.0669 1.7912 1.3384
0.2597 8.2042 2330 1.7486 -0.0669 1.7486 1.3224
0.2597 8.2113 2332 1.6696 -0.0669 1.6696 1.2921
0.2597 8.2183 2334 1.5525 -0.0669 1.5525 1.2460
0.2597 8.2254 2336 1.4544 -0.0669 1.4544 1.2060
0.2597 8.2324 2338 1.4201 -0.0669 1.4201 1.1917
0.2597 8.2394 2340 1.4317 -0.0669 1.4317 1.1966
0.2597 8.2465 2342 1.4718 -0.0669 1.4718 1.2132
0.2597 8.2535 2344 1.5166 -0.0669 1.5166 1.2315
0.2597 8.2606 2346 1.5747 -0.0669 1.5747 1.2549
0.2597 8.2676 2348 1.5951 -0.0669 1.5951 1.2630
0.2597 8.2746 2350 1.5553 -0.0669 1.5553 1.2471
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0.1725 9.7746 2776 1.4526 -0.0669 1.4526 1.2052
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0.1725 9.8099 2786 1.5051 -0.0669 1.5051 1.2268
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0.1725 9.8380 2794 1.5085 -0.0669 1.5085 1.2282
0.1725 9.8451 2796 1.5040 -0.0669 1.5040 1.2264
0.1725 9.8521 2798 1.5038 -0.0669 1.5038 1.2263
0.1725 9.8592 2800 1.5013 -0.0669 1.5013 1.2253
0.1725 9.8662 2802 1.5023 -0.0669 1.5023 1.2257
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0.1725 9.8803 2806 1.5122 -0.0669 1.5122 1.2297
0.1725 9.8873 2808 1.5164 -0.0669 1.5164 1.2314
0.1725 9.8944 2810 1.5199 -0.0669 1.5199 1.2328
0.1725 9.9014 2812 1.5223 -0.0669 1.5223 1.2338
0.1725 9.9085 2814 1.5207 -0.0669 1.5207 1.2332
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0.1725 9.9366 2822 1.5173 -0.0669 1.5173 1.2318
0.1725 9.9437 2824 1.5149 -0.0669 1.5149 1.2308
0.1725 9.9507 2826 1.5115 -0.0669 1.5115 1.2294
0.1725 9.9577 2828 1.5091 -0.0669 1.5091 1.2284
0.1725 9.9648 2830 1.5087 -0.0669 1.5087 1.2283
0.1725 9.9718 2832 1.5077 -0.0669 1.5077 1.2279
0.1725 9.9789 2834 1.5067 -0.0669 1.5067 1.2275
0.1725 9.9859 2836 1.5058 -0.0669 1.5058 1.2271
0.1725 9.9930 2838 1.5051 -0.0669 1.5051 1.2268
0.1725 10.0 2840 1.5049 -0.0669 1.5049 1.2268

Framework versions

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