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arabert_augmented_with_original_k40_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: 0.4664
  • Qwk: 0.6164
  • Mse: 0.4664
  • Rmse: 0.6829

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 0.0049 2 4.6088 -0.0052 4.6088 2.1468
No log 0.0099 4 2.7293 0.1175 2.7293 1.6520
No log 0.0148 6 1.7098 0.0144 1.7098 1.3076
No log 0.0197 8 1.4707 0.2297 1.4707 1.2127
No log 0.0246 10 1.9484 0.1235 1.9484 1.3959
No log 0.0296 12 1.7915 0.1527 1.7915 1.3385
No log 0.0345 14 1.0193 0.1404 1.0193 1.0096
No log 0.0394 16 1.1286 -0.0769 1.1286 1.0623
No log 0.0443 18 1.8969 -0.1805 1.8969 1.3773
No log 0.0493 20 2.0910 -0.0841 2.0910 1.4460
No log 0.0542 22 1.2782 -0.0876 1.2782 1.1306
No log 0.0591 24 0.9198 0.0 0.9198 0.9591
No log 0.0640 26 0.9219 0.0 0.9219 0.9601
No log 0.0690 28 1.0400 0.0 1.0400 1.0198
No log 0.0739 30 1.0400 0.1026 1.0400 1.0198
No log 0.0788 32 0.9271 0.1026 0.9271 0.9629
No log 0.0837 34 1.0250 0.1026 1.0250 1.0124
No log 0.0887 36 1.1476 0.1404 1.1476 1.0712
No log 0.0936 38 1.2354 0.1667 1.2354 1.1115
No log 0.0985 40 1.2542 0.2266 1.2542 1.1199
No log 0.1034 42 0.9267 0.1026 0.9267 0.9627
No log 0.1084 44 0.8912 0.1026 0.8912 0.9441
No log 0.1133 46 1.0198 0.1026 1.0198 1.0099
No log 0.1182 48 1.3640 0.1137 1.3640 1.1679
No log 0.1232 50 1.6482 0.0323 1.6482 1.2838
No log 0.1281 52 1.5991 0.0323 1.5991 1.2646
No log 0.1330 54 1.1947 0.2320 1.1947 1.0930
No log 0.1379 56 0.8021 0.0 0.8021 0.8956
No log 0.1429 58 0.7956 0.0 0.7956 0.8920
No log 0.1478 60 0.9339 0.0 0.9339 0.9664
No log 0.1527 62 1.0309 0.0 1.0309 1.0153
No log 0.1576 64 1.3849 0.0990 1.3849 1.1768
No log 0.1626 66 1.9683 0.0 1.9683 1.4030
No log 0.1675 68 2.0225 0.0 2.0225 1.4221
No log 0.1724 70 1.7483 0.0 1.7483 1.3222
No log 0.1773 72 1.3415 0.1656 1.3415 1.1582
No log 0.1823 74 1.0070 0.0 1.0070 1.0035
No log 0.1872 76 0.8302 0.0 0.8302 0.9111
No log 0.1921 78 0.7924 0.0 0.7924 0.8902
No log 0.1970 80 0.8048 0.0841 0.8048 0.8971
No log 0.2020 82 0.8516 0.0 0.8516 0.9228
No log 0.2069 84 0.9353 0.0239 0.9353 0.9671
No log 0.2118 86 0.9349 0.0597 0.9349 0.9669
No log 0.2167 88 0.8616 0.0597 0.8616 0.9282
No log 0.2217 90 0.8843 0.0597 0.8843 0.9404
No log 0.2266 92 0.8600 0.1404 0.8600 0.9274
No log 0.2315 94 0.7073 0.1119 0.7073 0.8410
No log 0.2365 96 0.7126 0.1895 0.7126 0.8442
No log 0.2414 98 0.9138 0.2759 0.9138 0.9559
No log 0.2463 100 0.9991 0.2759 0.9991 0.9995
No log 0.2512 102 0.8401 0.2759 0.8401 0.9166
No log 0.2562 104 0.6298 0.0789 0.6298 0.7936
No log 0.2611 106 0.7064 0.6051 0.7064 0.8405
No log 0.2660 108 0.7145 0.3913 0.7145 0.8453
No log 0.2709 110 0.6644 0.4 0.6644 0.8151
No log 0.2759 112 0.7344 0.1895 0.7344 0.8570
No log 0.2808 114 0.9576 0.2917 0.9576 0.9786
No log 0.2857 116 1.1199 0.2266 1.1199 1.0582
No log 0.2906 118 1.0081 0.2917 1.0081 1.0040
No log 0.2956 120 0.7869 0.2274 0.7869 0.8871
No log 0.3005 122 0.6801 0.3778 0.6801 0.8247
No log 0.3054 124 0.7256 0.4141 0.7256 0.8518
No log 0.3103 126 0.7435 0.4375 0.7435 0.8623
No log 0.3153 128 0.7479 0.4141 0.7479 0.8648
No log 0.3202 130 0.8637 0.2741 0.8637 0.9294
No log 0.3251 132 0.8110 0.1560 0.8110 0.9006
No log 0.3300 134 0.8366 0.2468 0.8366 0.9147
No log 0.3350 136 0.9559 0.2054 0.9559 0.9777
No log 0.3399 138 0.9849 0.2054 0.9849 0.9924
No log 0.3448 140 0.8944 0.2083 0.8944 0.9457
No log 0.3498 142 0.7991 0.1355 0.7991 0.8939
No log 0.3547 144 0.7533 0.1355 0.7533 0.8680
No log 0.3596 146 0.7472 0.0789 0.7472 0.8644
No log 0.3645 148 0.7637 0.2648 0.7637 0.8739
No log 0.3695 150 0.7642 0.1683 0.7642 0.8742
No log 0.3744 152 0.7486 0.1683 0.7486 0.8652
No log 0.3793 154 0.7347 0.0978 0.7347 0.8572
No log 0.3842 156 0.7695 0.1283 0.7695 0.8772
No log 0.3892 158 0.8029 0.1283 0.8029 0.8960
No log 0.3941 160 0.9216 0.1895 0.9216 0.9600
No log 0.3990 162 0.9687 0.1895 0.9687 0.9842
No log 0.4039 164 0.9099 0.0427 0.9099 0.9539
No log 0.4089 166 0.9354 0.0427 0.9354 0.9672
No log 0.4138 168 0.8852 0.0606 0.8852 0.9408
No log 0.4187 170 0.8353 0.0187 0.8353 0.9140
No log 0.4236 172 0.8117 0.0187 0.8117 0.9010
No log 0.4286 174 0.7917 0.0606 0.7917 0.8898
No log 0.4335 176 0.8351 0.1532 0.8351 0.9138
No log 0.4384 178 0.9846 0.1003 0.9846 0.9923
No log 0.4433 180 1.0223 0.1003 1.0223 1.0111
No log 0.4483 182 1.0452 0.1003 1.0452 1.0223
No log 0.4532 184 1.2462 0.0990 1.2462 1.1163
No log 0.4581 186 1.1021 0.125 1.1021 1.0498
No log 0.4631 188 1.0110 0.125 1.0110 1.0055
No log 0.4680 190 1.0249 0.2432 1.0249 1.0124
No log 0.4729 192 1.0613 0.2432 1.0613 1.0302
No log 0.4778 194 0.9843 0.2917 0.9843 0.9921
No log 0.4828 196 0.8570 0.2320 0.8570 0.9257
No log 0.4877 198 0.7902 0.1355 0.7902 0.8889
No log 0.4926 200 0.7688 0.1026 0.7688 0.8768
No log 0.4975 202 0.7736 0.1026 0.7736 0.8795
No log 0.5025 204 0.8220 0.1026 0.8220 0.9067
No log 0.5074 206 0.8293 0.1026 0.8293 0.9107
No log 0.5123 208 0.7759 0.1119 0.7759 0.8808
No log 0.5172 210 0.7634 0.1811 0.7634 0.8737
No log 0.5222 212 0.8385 0.2057 0.8385 0.9157
No log 0.5271 214 0.9614 0.1003 0.9614 0.9805
No log 0.5320 216 0.9403 0.0870 0.9403 0.9697
No log 0.5369 218 0.8813 0.1797 0.8813 0.9388
No log 0.5419 220 0.8835 0.1797 0.8835 0.9399
No log 0.5468 222 0.9503 0.2276 0.9503 0.9749
No log 0.5517 224 0.9581 0.2774 0.9581 0.9788
No log 0.5567 226 0.9359 0.2932 0.9359 0.9674
No log 0.5616 228 0.8153 0.2530 0.8153 0.9029
No log 0.5665 230 0.7687 0.2907 0.7687 0.8767
No log 0.5714 232 0.7130 0.3115 0.7130 0.8444
No log 0.5764 234 0.7106 0.3902 0.7106 0.8430
No log 0.5813 236 0.7390 0.4577 0.7390 0.8597
No log 0.5862 238 0.7321 0.4270 0.7321 0.8556
No log 0.5911 240 0.7656 0.3721 0.7656 0.8750
No log 0.5961 242 0.7614 0.4577 0.7614 0.8726
No log 0.6010 244 0.7825 0.3553 0.7825 0.8846
No log 0.6059 246 0.7789 0.3724 0.7789 0.8826
No log 0.6108 248 0.8172 0.2899 0.8172 0.9040
No log 0.6158 250 0.8623 0.3226 0.8623 0.9286
No log 0.6207 252 0.8866 0.2274 0.8866 0.9416
No log 0.6256 254 0.8483 0.1560 0.8483 0.9210
No log 0.6305 256 0.8321 0.2899 0.8321 0.9122
No log 0.6355 258 0.8485 0.2222 0.8485 0.9212
No log 0.6404 260 0.8450 0.1939 0.8450 0.9192
No log 0.6453 262 0.9422 0.1600 0.9422 0.9707
No log 0.6502 264 1.0459 0.2222 1.0459 1.0227
No log 0.6552 266 1.0146 0.2222 1.0146 1.0073
No log 0.6601 268 0.9963 0.2222 0.9963 0.9982
No log 0.6650 270 0.8641 0.3063 0.8641 0.9296
No log 0.6700 272 0.7283 0.2057 0.7283 0.8534
No log 0.6749 274 0.7039 0.3378 0.7039 0.8390
No log 0.6798 276 0.6702 0.3406 0.6702 0.8187
No log 0.6847 278 0.6998 0.3378 0.6998 0.8365
No log 0.6897 280 0.7288 0.3067 0.7288 0.8537
No log 0.6946 282 0.7523 0.3067 0.7523 0.8673
No log 0.6995 284 0.7940 0.3636 0.7940 0.8911
No log 0.7044 286 0.7184 0.3549 0.7184 0.8476
No log 0.7094 288 0.6531 0.3750 0.6531 0.8081
No log 0.7143 290 0.6544 0.3348 0.6544 0.8089
No log 0.7192 292 0.6642 0.4167 0.6642 0.8150
No log 0.7241 294 0.6806 0.3446 0.6806 0.8250
No log 0.7291 296 0.6623 0.3106 0.6623 0.8138
No log 0.7340 298 0.6674 0.3446 0.6674 0.8169
No log 0.7389 300 0.7153 0.4815 0.7153 0.8458
No log 0.7438 302 0.6995 0.3902 0.6995 0.8363
No log 0.7488 304 0.7056 0.3902 0.7056 0.8400
No log 0.7537 306 0.6894 0.3902 0.6894 0.8303
No log 0.7586 308 0.6937 0.3970 0.6937 0.8329
No log 0.7635 310 0.7284 0.4103 0.7284 0.8535
No log 0.7685 312 0.7617 0.3691 0.7617 0.8728
No log 0.7734 314 0.8166 0.3058 0.8166 0.9037
No log 0.7783 316 0.8796 0.2594 0.8796 0.9379
No log 0.7833 318 0.8019 0.2564 0.8019 0.8955
No log 0.7882 320 0.7549 0.3106 0.7549 0.8688
No log 0.7931 322 0.7205 0.3106 0.7205 0.8488
No log 0.7980 324 0.6792 0.2348 0.6792 0.8242
No log 0.8030 326 0.6509 0.3320 0.6509 0.8068
No log 0.8079 328 0.6336 0.3689 0.6336 0.7960
No log 0.8128 330 0.6571 0.4577 0.6571 0.8106
No log 0.8177 332 0.6981 0.3792 0.6981 0.8355
No log 0.8227 334 0.7699 0.3200 0.7699 0.8775
No log 0.8276 336 0.7677 0.3200 0.7677 0.8762
No log 0.8325 338 0.7581 0.3746 0.7581 0.8707
No log 0.8374 340 0.7774 0.3077 0.7774 0.8817
No log 0.8424 342 0.7872 0.3077 0.7872 0.8872
No log 0.8473 344 0.7641 0.3081 0.7641 0.8741
No log 0.8522 346 0.7113 0.3787 0.7113 0.8434
No log 0.8571 348 0.7171 0.3787 0.7171 0.8468
No log 0.8621 350 0.6895 0.4112 0.6895 0.8304
No log 0.8670 352 0.6897 0.4112 0.6897 0.8305
No log 0.8719 354 0.6870 0.4 0.6870 0.8289
No log 0.8768 356 0.6789 0.5205 0.6789 0.8239
No log 0.8818 358 0.6970 0.4832 0.6970 0.8349
No log 0.8867 360 0.6764 0.4832 0.6764 0.8224
No log 0.8916 362 0.6650 0.5116 0.6650 0.8155
No log 0.8966 364 0.6407 0.4934 0.6407 0.8005
No log 0.9015 366 0.6971 0.4815 0.6971 0.8349
No log 0.9064 368 0.7771 0.3077 0.7771 0.8815
No log 0.9113 370 0.7315 0.4061 0.7315 0.8553
No log 0.9163 372 0.6610 0.4129 0.6610 0.8130
No log 0.9212 374 0.6752 0.4129 0.6752 0.8217
No log 0.9261 376 0.7945 0.3200 0.7945 0.8913
No log 0.9310 378 0.9510 0.2344 0.9510 0.9752
No log 0.9360 380 1.0051 0.2145 1.0051 1.0026
No log 0.9409 382 0.9533 0.2145 0.9533 0.9764
No log 0.9458 384 0.7922 0.2911 0.7922 0.8901
No log 0.9507 386 0.6518 0.4103 0.6518 0.8074
No log 0.9557 388 0.6231 0.3984 0.6231 0.7893
No log 0.9606 390 0.6126 0.4400 0.6126 0.7827
No log 0.9655 392 0.6180 0.4494 0.6180 0.7861
No log 0.9704 394 0.6096 0.4494 0.6096 0.7808
No log 0.9754 396 0.6145 0.4494 0.6145 0.7839
No log 0.9803 398 0.6558 0.5070 0.6558 0.8098
No log 0.9852 400 0.7034 0.4112 0.7034 0.8387
No log 0.9901 402 0.7372 0.4112 0.7372 0.8586
No log 0.9951 404 0.7908 0.2364 0.7908 0.8893
No log 1.0 406 0.7580 0.4277 0.7580 0.8706
No log 1.0049 408 0.6736 0.4964 0.6736 0.8208
No log 1.0099 410 0.6464 0.4574 0.6464 0.8040
No log 1.0148 412 0.6397 0.4574 0.6397 0.7998
No log 1.0197 414 0.6413 0.5164 0.6413 0.8008
No log 1.0246 416 0.6311 0.5164 0.6311 0.7944
No log 1.0296 418 0.6511 0.4964 0.6511 0.8069
No log 1.0345 420 0.6781 0.3893 0.6781 0.8235
No log 1.0394 422 0.6824 0.4444 0.6824 0.8260
No log 1.0443 424 0.6834 0.4444 0.6834 0.8267
No log 1.0493 426 0.6492 0.4790 0.6492 0.8057
No log 1.0542 428 0.6182 0.4790 0.6182 0.7863
No log 1.0591 430 0.5951 0.5164 0.5951 0.7714
No log 1.0640 432 0.5972 0.4118 0.5972 0.7728
No log 1.0690 434 0.6424 0.5051 0.6424 0.8015
No log 1.0739 436 0.6679 0.5051 0.6679 0.8173
No log 1.0788 438 0.6321 0.4776 0.6321 0.7950
No log 1.0837 440 0.5996 0.4615 0.5996 0.7743
No log 1.0887 442 0.5993 0.4262 0.5993 0.7742
No log 1.0936 444 0.6288 0.4068 0.6288 0.7930
No log 1.0985 446 0.6984 0.4112 0.6984 0.8357
No log 1.1034 448 0.7364 0.4047 0.7364 0.8582
No log 1.1084 450 0.6905 0.4112 0.6905 0.8309
No log 1.1133 452 0.6458 0.4769 0.6458 0.8036
No log 1.1182 454 0.6732 0.4296 0.6732 0.8205
No log 1.1232 456 0.7175 0.2899 0.7175 0.8471
No log 1.1281 458 0.7252 0.2899 0.7252 0.8516
No log 1.1330 460 0.7323 0.2899 0.7323 0.8557
No log 1.1379 462 0.6998 0.3778 0.6998 0.8365
No log 1.1429 464 0.6964 0.4085 0.6964 0.8345
No log 1.1478 466 0.7223 0.4474 0.7223 0.8499
No log 1.1527 468 0.8389 0.2438 0.8389 0.9159
No log 1.1576 470 0.9368 0.2963 0.9368 0.9679
No log 1.1626 472 1.1029 0.2613 1.1029 1.0502
No log 1.1675 474 1.0575 0.2613 1.0575 1.0283
No log 1.1724 476 0.8421 0.3702 0.8421 0.9177
No log 1.1773 478 0.7775 0.2961 0.7775 0.8818
No log 1.1823 480 0.7067 0.4717 0.7067 0.8407
No log 1.1872 482 0.6766 0.4651 0.6766 0.8225
No log 1.1921 484 0.6654 0.5070 0.6654 0.8157
No log 1.1970 486 0.6632 0.4494 0.6632 0.8143
No log 1.2020 488 0.6675 0.4494 0.6675 0.8170
No log 1.2069 490 0.6702 0.4296 0.6702 0.8186
No log 1.2118 492 0.6601 0.4190 0.6601 0.8125
No log 1.2167 494 0.7138 0.2911 0.7138 0.8449
No log 1.2217 496 0.8378 0.2222 0.8378 0.9153
No log 1.2266 498 0.8393 0.2222 0.8393 0.9161
0.8444 1.2315 500 0.7594 0.2708 0.7594 0.8714
0.8444 1.2365 502 0.7064 0.2943 0.7064 0.8404
0.8444 1.2414 504 0.6450 0.4302 0.6450 0.8031
0.8444 1.2463 506 0.5737 0.4756 0.5737 0.7575
0.8444 1.2512 508 0.5273 0.4167 0.5273 0.7261
0.8444 1.2562 510 0.5436 0.3834 0.5436 0.7373
0.8444 1.2611 512 0.5722 0.3368 0.5722 0.7565
0.8444 1.2660 514 0.6044 0.3368 0.6044 0.7774
0.8444 1.2709 516 0.6427 0.3320 0.6427 0.8017
0.8444 1.2759 518 0.7809 0.3893 0.7809 0.8837
0.8444 1.2808 520 0.8499 0.3721 0.8499 0.9219
0.8444 1.2857 522 0.7591 0.3099 0.7591 0.8712
0.8444 1.2906 524 0.6577 0.3488 0.6577 0.8110
0.8444 1.2956 526 0.6376 0.3488 0.6376 0.7985
0.8444 1.3005 528 0.6216 0.3125 0.6216 0.7884
0.8444 1.3054 530 0.6123 0.3524 0.6123 0.7825
0.8444 1.3103 532 0.6195 0.3902 0.6195 0.7871
0.8444 1.3153 534 0.6941 0.3086 0.6941 0.8331
0.8444 1.3202 536 0.8294 0.3488 0.8294 0.9107
0.8444 1.3251 538 0.8323 0.3488 0.8323 0.9123
0.8444 1.3300 540 0.7103 0.3077 0.7103 0.8428
0.8444 1.3350 542 0.6365 0.4068 0.6365 0.7978
0.8444 1.3399 544 0.6730 0.3575 0.6730 0.8204
0.8444 1.3448 546 0.6931 0.3575 0.6931 0.8325
0.8444 1.3498 548 0.7126 0.3824 0.7126 0.8442
0.8444 1.3547 550 0.6930 0.3824 0.6930 0.8325
0.8444 1.3596 552 0.6600 0.4031 0.6600 0.8124
0.8444 1.3645 554 0.6654 0.4417 0.6654 0.8157
0.8444 1.3695 556 0.6882 0.4681 0.6882 0.8296
0.8444 1.3744 558 0.6839 0.4582 0.6839 0.8270
0.8444 1.3793 560 0.6723 0.4052 0.6723 0.8199
0.8444 1.3842 562 0.6711 0.4235 0.6711 0.8192
0.8444 1.3892 564 0.6761 0.3309 0.6761 0.8222
0.8444 1.3941 566 0.7098 0.4167 0.7098 0.8425
0.8444 1.3990 568 0.7297 0.4358 0.7297 0.8542
0.8444 1.4039 570 0.7731 0.4047 0.7731 0.8793
0.8444 1.4089 572 0.8026 0.28 0.8026 0.8959
0.8444 1.4138 574 0.8336 0.28 0.8336 0.9130
0.8444 1.4187 576 0.7694 0.2939 0.7694 0.8772
0.8444 1.4236 578 0.7140 0.3364 0.7140 0.8450
0.8444 1.4286 580 0.6704 0.3778 0.6704 0.8188
0.8444 1.4335 582 0.6681 0.2899 0.6681 0.8173
0.8444 1.4384 584 0.7088 0.2057 0.7088 0.8419
0.8444 1.4433 586 0.7841 0.2057 0.7841 0.8855
0.8444 1.4483 588 0.8647 0.2119 0.8647 0.9299
0.8444 1.4532 590 0.9907 0.2266 0.9907 0.9953
0.8444 1.4581 592 1.0219 0.2054 1.0219 1.0109
0.8444 1.4631 594 0.8868 0.1442 0.8868 0.9417
0.8444 1.4680 596 0.7789 0.2057 0.7789 0.8826
0.8444 1.4729 598 0.7028 0.2057 0.7028 0.8383
0.8444 1.4778 600 0.7042 0.2057 0.7042 0.8392
0.8444 1.4828 602 0.7009 0.2724 0.7009 0.8372
0.8444 1.4877 604 0.6791 0.3243 0.6791 0.8241
0.8444 1.4926 606 0.6567 0.2881 0.6567 0.8104
0.8444 1.4975 608 0.6683 0.3264 0.6683 0.8175
0.8444 1.5025 610 0.7191 0.2057 0.7191 0.8480
0.8444 1.5074 612 0.8588 0.2266 0.8588 0.9267
0.8444 1.5123 614 1.0142 0.2054 1.0142 1.0071
0.8444 1.5172 616 1.0024 0.2054 1.0024 1.0012
0.8444 1.5222 618 0.8620 0.2561 0.8620 0.9284
0.8444 1.5271 620 0.7109 0.2057 0.7109 0.8432
0.8444 1.5320 622 0.6102 0.4836 0.6102 0.7812
0.8444 1.5369 624 0.6007 0.4836 0.6007 0.7750
0.8444 1.5419 626 0.5945 0.4836 0.5945 0.7710
0.8444 1.5468 628 0.5910 0.4368 0.5910 0.7687
0.8444 1.5517 630 0.6360 0.3970 0.6360 0.7975
0.8444 1.5567 632 0.7551 0.28 0.7551 0.8689
0.8444 1.5616 634 0.9808 0.2344 0.9808 0.9904
0.8444 1.5665 636 1.1546 0.1683 1.1546 1.0745
0.8444 1.5714 638 1.1516 0.1683 1.1516 1.0731
0.8444 1.5764 640 1.0353 0.1860 1.0353 1.0175
0.8444 1.5813 642 0.8989 0.1003 0.8989 0.9481
0.8444 1.5862 644 0.7955 0.1404 0.7955 0.8919
0.8444 1.5911 646 0.7389 0.2340 0.7389 0.8596
0.8444 1.5961 648 0.7305 0.0841 0.7305 0.8547
0.8444 1.6010 650 0.7331 0.0841 0.7331 0.8562
0.8444 1.6059 652 0.7500 0.0 0.7500 0.8660
0.8444 1.6108 654 0.7866 0.1642 0.7866 0.8869
0.8444 1.6158 656 0.8261 0.2386 0.8261 0.9089
0.8444 1.6207 658 0.8796 0.125 0.8796 0.9379
0.8444 1.6256 660 0.8241 0.2000 0.8241 0.9078
0.8444 1.6305 662 0.7493 0.2222 0.7493 0.8656
0.8444 1.6355 664 0.6982 0.2788 0.6982 0.8356
0.8444 1.6404 666 0.6587 0.4277 0.6587 0.8116
0.8444 1.6453 668 0.6646 0.4776 0.6646 0.8152
0.8444 1.6502 670 0.6360 0.4940 0.6360 0.7975
0.8444 1.6552 672 0.5847 0.4362 0.5847 0.7647
0.8444 1.6601 674 0.5732 0.4964 0.5732 0.7571
0.8444 1.6650 676 0.5836 0.4964 0.5836 0.7639
0.8444 1.6700 678 0.6145 0.4889 0.6145 0.7839
0.8444 1.6749 680 0.6514 0.4889 0.6514 0.8071
0.8444 1.6798 682 0.6232 0.4362 0.6232 0.7894
0.8444 1.6847 684 0.6147 0.4362 0.6147 0.7840
0.8444 1.6897 686 0.5877 0.5267 0.5877 0.7666
0.8444 1.6946 688 0.5992 0.5267 0.5992 0.7741
0.8444 1.6995 690 0.6117 0.5070 0.6117 0.7821
0.8444 1.7044 692 0.6006 0.5267 0.6006 0.7750
0.8444 1.7094 694 0.5940 0.4964 0.5940 0.7707
0.8444 1.7143 696 0.6123 0.4769 0.6123 0.7825
0.8444 1.7192 698 0.6162 0.4769 0.6162 0.7850
0.8444 1.7241 700 0.6104 0.4964 0.6104 0.7813
0.8444 1.7291 702 0.6254 0.4964 0.6254 0.7908
0.8444 1.7340 704 0.6872 0.3724 0.6872 0.8290
0.8444 1.7389 706 0.7352 0.3378 0.7352 0.8574
0.8444 1.7438 708 0.7227 0.3378 0.7227 0.8501
0.8444 1.7488 710 0.6826 0.3784 0.6826 0.8262
0.8444 1.7537 712 0.6632 0.3549 0.6632 0.8144
0.8444 1.7586 714 0.6297 0.4270 0.6297 0.7935
0.8444 1.7635 716 0.6094 0.4964 0.6094 0.7807
0.8444 1.7685 718 0.6235 0.4964 0.6235 0.7896
0.8444 1.7734 720 0.6653 0.3792 0.6653 0.8157
0.8444 1.7783 722 0.7308 0.3081 0.7308 0.8549
0.8444 1.7833 724 0.7420 0.3081 0.7420 0.8614
0.8444 1.7882 726 0.6871 0.4129 0.6871 0.8289
0.8444 1.7931 728 0.6346 0.4300 0.6346 0.7966
0.8444 1.7980 730 0.6118 0.5772 0.6118 0.7822
0.8444 1.8030 732 0.6092 0.4889 0.6092 0.7805
0.8444 1.8079 734 0.6485 0.4889 0.6485 0.8053
0.8444 1.8128 736 0.6568 0.4717 0.6568 0.8104
0.8444 1.8177 738 0.6464 0.4186 0.6464 0.8040
0.8444 1.8227 740 0.6707 0.4186 0.6707 0.8189
0.8444 1.8276 742 0.7342 0.3792 0.7342 0.8568
0.8444 1.8325 744 0.7203 0.3792 0.7203 0.8487
0.8444 1.8374 746 0.6946 0.4383 0.6946 0.8334
0.8444 1.8424 748 0.6235 0.4013 0.6235 0.7896
0.8444 1.8473 750 0.5784 0.5333 0.5784 0.7605
0.8444 1.8522 752 0.5682 0.5128 0.5682 0.7538
0.8444 1.8571 754 0.5477 0.4566 0.5477 0.7400
0.8444 1.8621 756 0.5424 0.5070 0.5424 0.7365
0.8444 1.8670 758 0.5642 0.4566 0.5642 0.7511
0.8444 1.8719 760 0.5776 0.4743 0.5776 0.7600
0.8444 1.8768 762 0.5508 0.5758 0.5508 0.7421
0.8444 1.8818 764 0.5061 0.5977 0.5061 0.7114
0.8444 1.8867 766 0.4859 0.5696 0.4859 0.6971
0.8444 1.8916 768 0.5314 0.5597 0.5314 0.7290
0.8444 1.8966 770 0.5857 0.5194 0.5857 0.7653
0.8444 1.9015 772 0.6132 0.5194 0.6132 0.7831
0.8444 1.9064 774 0.6238 0.5194 0.6238 0.7898
0.8444 1.9113 776 0.6587 0.4432 0.6587 0.8116
0.8444 1.9163 778 0.7792 0.2734 0.7792 0.8827
0.8444 1.9212 780 0.8121 0.2613 0.8121 0.9011
0.8444 1.9261 782 0.7246 0.3089 0.7246 0.8513
0.8444 1.9310 784 0.6537 0.5194 0.6537 0.8085
0.8444 1.9360 786 0.6157 0.4832 0.6157 0.7846
0.8444 1.9409 788 0.6065 0.4270 0.6065 0.7788
0.8444 1.9458 790 0.5983 0.4697 0.5983 0.7735
0.8444 1.9507 792 0.6073 0.5267 0.6073 0.7793
0.8444 1.9557 794 0.6447 0.4518 0.6447 0.8029
0.8444 1.9606 796 0.6874 0.4282 0.6874 0.8291
0.8444 1.9655 798 0.6541 0.4776 0.6541 0.8088
0.8444 1.9704 800 0.5934 0.5468 0.5934 0.7703
0.8444 1.9754 802 0.5820 0.5164 0.5820 0.7629
0.8444 1.9803 804 0.5814 0.5164 0.5814 0.7625
0.8444 1.9852 806 0.5966 0.5164 0.5966 0.7724
0.8444 1.9901 808 0.6379 0.5267 0.6379 0.7987
0.8444 1.9951 810 0.7094 0.3887 0.7094 0.8422
0.8444 2.0 812 0.8091 0.3213 0.8091 0.8995
0.8444 2.0049 814 0.7943 0.3352 0.7943 0.8912
0.8444 2.0099 816 0.8012 0.3213 0.8012 0.8951
0.8444 2.0148 818 0.7165 0.3887 0.7165 0.8465
0.8444 2.0197 820 0.6455 0.4390 0.6455 0.8034
0.8444 2.0246 822 0.6282 0.5267 0.6282 0.7926
0.8444 2.0296 824 0.6226 0.5267 0.6226 0.7890
0.8444 2.0345 826 0.6216 0.4368 0.6216 0.7884
0.8444 2.0394 828 0.6295 0.4737 0.6295 0.7934
0.8444 2.0443 830 0.6640 0.4659 0.6640 0.8148
0.8444 2.0493 832 0.6784 0.4659 0.6784 0.8236
0.8444 2.0542 834 0.6701 0.3348 0.6701 0.8186
0.8444 2.0591 836 0.6451 0.3348 0.6451 0.8032
0.8444 2.0640 838 0.6447 0.4368 0.6447 0.8029
0.8444 2.0690 840 0.6765 0.4186 0.6765 0.8225
0.8444 2.0739 842 0.7472 0.3213 0.7472 0.8644
0.8444 2.0788 844 0.7650 0.3077 0.7650 0.8747
0.8444 2.0837 846 0.7104 0.3787 0.7104 0.8429
0.8444 2.0887 848 0.6349 0.5267 0.6349 0.7968
0.8444 2.0936 850 0.6122 0.3689 0.6122 0.7824
0.8444 2.0985 852 0.6072 0.3575 0.6072 0.7793
0.8444 2.1034 854 0.6168 0.3636 0.6168 0.7854
0.8444 2.1084 856 0.6100 0.3636 0.6100 0.7810
0.8444 2.1133 858 0.5774 0.3824 0.5774 0.7599
0.8444 2.1182 860 0.5811 0.5164 0.5811 0.7623
0.8444 2.1232 862 0.7013 0.4432 0.7013 0.8375
0.8444 2.1281 864 0.7467 0.4282 0.7467 0.8641
0.8444 2.1330 866 0.7671 0.4282 0.7671 0.8758
0.8444 2.1379 868 0.6757 0.4740 0.6757 0.8220
0.8444 2.1429 870 0.6407 0.4490 0.6407 0.8004
0.8444 2.1478 872 0.6233 0.4118 0.6233 0.7895
0.8444 2.1527 874 0.6381 0.4118 0.6381 0.7988
0.8444 2.1576 876 0.6488 0.4118 0.6488 0.8055
0.8444 2.1626 878 0.6911 0.4832 0.6911 0.8313
0.8444 2.1675 880 0.8125 0.3352 0.8125 0.9014
0.8444 2.1724 882 0.9283 0.2467 0.9283 0.9635
0.8444 2.1773 884 0.9654 0.2467 0.9654 0.9825
0.8444 2.1823 886 0.9748 0.2467 0.9748 0.9873
0.8444 2.1872 888 0.8795 0.2467 0.8795 0.9378
0.8444 2.1921 890 0.7452 0.4432 0.7452 0.8632
0.8444 2.1970 892 0.6705 0.5267 0.6705 0.8188
0.8444 2.2020 894 0.6211 0.5164 0.6211 0.7881
0.8444 2.2069 896 0.6153 0.3348 0.6153 0.7844
0.8444 2.2118 898 0.6300 0.3636 0.6300 0.7937
0.8444 2.2167 900 0.6356 0.3636 0.6356 0.7972
0.8444 2.2217 902 0.6331 0.3368 0.6331 0.7957
0.8444 2.2266 904 0.6307 0.3834 0.6307 0.7942
0.8444 2.2315 906 0.6286 0.4667 0.6286 0.7929
0.8444 2.2365 908 0.6828 0.3077 0.6828 0.8263
0.8444 2.2414 910 0.7817 0.2742 0.7817 0.8841
0.8444 2.2463 912 0.8633 0.2054 0.8633 0.9292
0.8444 2.2512 914 0.8651 0.2054 0.8651 0.9301
0.8444 2.2562 916 0.7814 0.2742 0.7814 0.8840
0.8444 2.2611 918 0.6927 0.2391 0.6927 0.8323
0.8444 2.2660 920 0.6406 0.5182 0.6406 0.8004
0.8444 2.2709 922 0.6255 0.4758 0.6255 0.7909
0.8444 2.2759 924 0.6205 0.4251 0.6205 0.7877
0.8444 2.2808 926 0.6191 0.4251 0.6191 0.7868
0.8444 2.2857 928 0.6107 0.4251 0.6107 0.7815
0.8444 2.2906 930 0.6059 0.4251 0.6059 0.7784
0.8444 2.2956 932 0.6155 0.4068 0.6155 0.7846
0.8444 2.3005 934 0.6356 0.3590 0.6356 0.7972
0.8444 2.3054 936 0.6936 0.3519 0.6936 0.8328
0.8444 2.3103 938 0.7657 0.2561 0.7657 0.8751
0.8444 2.3153 940 0.7733 0.2561 0.7733 0.8794
0.8444 2.3202 942 0.7260 0.3364 0.7260 0.8521
0.8444 2.3251 944 0.6508 0.3724 0.6508 0.8067
0.8444 2.3300 946 0.6326 0.4893 0.6326 0.7954
0.8444 2.3350 948 0.6434 0.4190 0.6434 0.8021
0.8444 2.3399 950 0.6871 0.4103 0.6871 0.8289
0.8444 2.3448 952 0.7422 0.3072 0.7422 0.8615
0.8444 2.3498 954 0.8398 0.12 0.8398 0.9164
0.8444 2.3547 956 0.8601 0.1035 0.8601 0.9274
0.8444 2.3596 958 0.7957 0.1729 0.7957 0.8920
0.8444 2.3645 960 0.7294 0.3072 0.7294 0.8540
0.8444 2.3695 962 0.6868 0.3984 0.6868 0.8288
0.8444 2.3744 964 0.6792 0.3984 0.6792 0.8241
0.8444 2.3793 966 0.7137 0.2932 0.7137 0.8448
0.8444 2.3842 968 0.7353 0.3519 0.7353 0.8575
0.8444 2.3892 970 0.7268 0.3519 0.7268 0.8525
0.8444 2.3941 972 0.7411 0.3519 0.7411 0.8609
0.8444 2.3990 974 0.7543 0.3226 0.7543 0.8685
0.8444 2.4039 976 0.7054 0.4112 0.7054 0.8399
0.8444 2.4089 978 0.6665 0.4615 0.6665 0.8164
0.8444 2.4138 980 0.6451 0.4615 0.6451 0.8032
0.8444 2.4187 982 0.6251 0.5468 0.6251 0.7906
0.8444 2.4236 984 0.6159 0.5116 0.6159 0.7848
0.8444 2.4286 986 0.6104 0.5576 0.6104 0.7813
0.8444 2.4335 988 0.6032 0.5576 0.6032 0.7766
0.8444 2.4384 990 0.6103 0.4615 0.6103 0.7812
0.8444 2.4433 992 0.6663 0.4255 0.6663 0.8163
0.8444 2.4483 994 0.8924 0.3571 0.8924 0.9447
0.8444 2.4532 996 1.2775 0.2297 1.2775 1.1303
0.8444 2.4581 998 1.4888 0.1846 1.4888 1.2201
0.6487 2.4631 1000 1.4835 0.1846 1.4835 1.2180
0.6487 2.4680 1002 1.2878 0.2009 1.2878 1.1348
0.6487 2.4729 1004 1.0299 0.1853 1.0299 1.0148
0.6487 2.4778 1006 0.7969 0.2344 0.7969 0.8927
0.6487 2.4828 1008 0.6842 0.3378 0.6842 0.8272
0.6487 2.4877 1010 0.6520 0.4615 0.6520 0.8074
0.6487 2.4926 1012 0.6139 0.4661 0.6139 0.7835
0.6487 2.4975 1014 0.5784 0.4893 0.5784 0.7605
0.6487 2.5025 1016 0.5672 0.4400 0.5672 0.7531
0.6487 2.5074 1018 0.5633 0.4190 0.5633 0.7505
0.6487 2.5123 1020 0.5149 0.4893 0.5149 0.7176
0.6487 2.5172 1022 0.4938 0.4893 0.4938 0.7027
0.6487 2.5222 1024 0.4886 0.4494 0.4886 0.6990
0.6487 2.5271 1026 0.4758 0.4697 0.4758 0.6898
0.6487 2.5320 1028 0.4761 0.4697 0.4761 0.6900
0.6487 2.5369 1030 0.4665 0.4697 0.4665 0.6830
0.6487 2.5419 1032 0.4494 0.4697 0.4494 0.6704
0.6487 2.5468 1034 0.4504 0.4697 0.4504 0.6711
0.6487 2.5517 1036 0.5010 0.5421 0.5010 0.7078
0.6487 2.5567 1038 0.6093 0.3895 0.6093 0.7805
0.6487 2.5616 1040 0.6740 0.3462 0.6740 0.8210
0.6487 2.5665 1042 0.6876 0.3462 0.6876 0.8292
0.6487 2.5714 1044 0.7115 0.3462 0.7115 0.8435
0.6487 2.5764 1046 0.7266 0.3462 0.7266 0.8524
0.6487 2.5813 1048 0.7264 0.3462 0.7264 0.8523
0.6487 2.5862 1050 0.6666 0.3462 0.6666 0.8164
0.6487 2.5911 1052 0.6093 0.4302 0.6093 0.7806
0.6487 2.5961 1054 0.6032 0.4302 0.6032 0.7767
0.6487 2.6010 1056 0.5627 0.4457 0.5627 0.7501
0.6487 2.6059 1058 0.4929 0.5421 0.4929 0.7021
0.6487 2.6108 1060 0.4719 0.5421 0.4719 0.6869
0.6487 2.6158 1062 0.4784 0.5421 0.4784 0.6917
0.6487 2.6207 1064 0.4668 0.5395 0.4668 0.6832
0.6487 2.6256 1066 0.4544 0.5581 0.4544 0.6741
0.6487 2.6305 1068 0.4321 0.4904 0.4321 0.6573
0.6487 2.6355 1070 0.4258 0.5410 0.4258 0.6525
0.6487 2.6404 1072 0.4355 0.5410 0.4355 0.6599
0.6487 2.6453 1074 0.4451 0.5410 0.4451 0.6671
0.6487 2.6502 1076 0.4680 0.5267 0.4680 0.6841
0.6487 2.6552 1078 0.5255 0.4690 0.5255 0.7249
0.6487 2.6601 1080 0.5741 0.4061 0.5741 0.7577
0.6487 2.6650 1082 0.5809 0.4061 0.5809 0.7622
0.6487 2.6700 1084 0.5321 0.4027 0.5321 0.7294
0.6487 2.6749 1086 0.4806 0.552 0.4806 0.6932
0.6487 2.6798 1088 0.4680 0.5130 0.4680 0.6841
0.6487 2.6847 1090 0.4823 0.5882 0.4823 0.6945
0.6487 2.6897 1092 0.5009 0.5882 0.5009 0.7077
0.6487 2.6946 1094 0.4981 0.5625 0.4981 0.7058
0.6487 2.6995 1096 0.4942 0.552 0.4942 0.7030
0.6487 2.7044 1098 0.5088 0.552 0.5088 0.7133
0.6487 2.7094 1100 0.5611 0.3549 0.5611 0.7491
0.6487 2.7143 1102 0.6196 0.3378 0.6196 0.7872
0.6487 2.7192 1104 0.6677 0.3746 0.6677 0.8171
0.6487 2.7241 1106 0.6532 0.4061 0.6532 0.8082
0.6487 2.7291 1108 0.6739 0.3200 0.6739 0.8209
0.6487 2.7340 1110 0.6546 0.4061 0.6546 0.8091
0.6487 2.7389 1112 0.5852 0.4061 0.5852 0.7650
0.6487 2.7438 1114 0.5420 0.4027 0.5420 0.7362
0.6487 2.7488 1116 0.4925 0.5070 0.4925 0.7018
0.6487 2.7537 1118 0.4779 0.5749 0.4779 0.6913
0.6487 2.7586 1120 0.4849 0.5130 0.4849 0.6964
0.6487 2.7635 1122 0.4892 0.4251 0.4892 0.6994
0.6487 2.7685 1124 0.4873 0.5758 0.4873 0.6981
0.6487 2.7734 1126 0.4947 0.5267 0.4947 0.7034
0.6487 2.7783 1128 0.5206 0.5772 0.5206 0.7215
0.6487 2.7833 1130 0.5500 0.5778 0.5500 0.7416
0.6487 2.7882 1132 0.5591 0.5778 0.5591 0.7477
0.6487 2.7931 1134 0.5735 0.5778 0.5735 0.7573
0.6487 2.7980 1136 0.5674 0.5772 0.5674 0.7533
0.6487 2.8030 1138 0.5682 0.5772 0.5682 0.7538
0.6487 2.8079 1140 0.5737 0.5581 0.5737 0.7574
0.6487 2.8128 1142 0.5465 0.5070 0.5465 0.7393
0.6487 2.8177 1144 0.5222 0.5267 0.5222 0.7226
0.6487 2.8227 1146 0.5256 0.5267 0.5256 0.7250
0.6487 2.8276 1148 0.5414 0.5070 0.5414 0.7358
0.6487 2.8325 1150 0.5941 0.4690 0.5941 0.7708
0.6487 2.8374 1152 0.6782 0.3746 0.6782 0.8235
0.6487 2.8424 1154 0.8130 0.2835 0.8130 0.9017
0.6487 2.8473 1156 0.9084 0.2835 0.9084 0.9531
0.6487 2.8522 1158 0.8769 0.2835 0.8769 0.9364
0.6487 2.8571 1160 0.7828 0.3077 0.7828 0.8848
0.6487 2.8621 1162 0.6762 0.3746 0.6762 0.8223
0.6487 2.8670 1164 0.6044 0.3951 0.6044 0.7775
0.6487 2.8719 1166 0.5481 0.5070 0.5481 0.7404
0.6487 2.8768 1168 0.5288 0.4494 0.5288 0.7272
0.6487 2.8818 1170 0.5229 0.4494 0.5229 0.7231
0.6487 2.8867 1172 0.5301 0.5581 0.5301 0.7281
0.6487 2.8916 1174 0.5642 0.5194 0.5642 0.7511
0.6487 2.8966 1176 0.5788 0.5194 0.5788 0.7608
0.6487 2.9015 1178 0.6069 0.5194 0.6069 0.7791
0.6487 2.9064 1180 0.6451 0.4868 0.6451 0.8032
0.6487 2.9113 1182 0.6881 0.3601 0.6881 0.8295
0.6487 2.9163 1184 0.7455 0.2835 0.7455 0.8634
0.6487 2.9212 1186 0.6891 0.3077 0.6891 0.8301
0.6487 2.9261 1188 0.5593 0.5194 0.5593 0.7479
0.6487 2.9310 1190 0.4759 0.5070 0.4759 0.6898
0.6487 2.9360 1192 0.4564 0.5749 0.4564 0.6756
0.6487 2.9409 1194 0.4671 0.5984 0.4671 0.6834
0.6487 2.9458 1196 0.4807 0.4251 0.4807 0.6933
0.6487 2.9507 1198 0.4797 0.5374 0.4797 0.6926
0.6487 2.9557 1200 0.4865 0.5749 0.4865 0.6975
0.6487 2.9606 1202 0.5420 0.552 0.5420 0.7362
0.6487 2.9655 1204 0.6672 0.3212 0.6672 0.8168
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0.5406 4.4039 1788 0.4793 0.5977 0.4793 0.6923
0.5406 4.4089 1790 0.4931 0.4651 0.4931 0.7022
0.5406 4.4138 1792 0.4978 0.4112 0.4978 0.7055
0.5406 4.4187 1794 0.4773 0.4889 0.4773 0.6909
0.5406 4.4236 1796 0.4562 0.5064 0.4562 0.6754
0.5406 4.4286 1798 0.4432 0.5673 0.4432 0.6657
0.5406 4.4335 1800 0.4377 0.6202 0.4377 0.6616
0.5406 4.4384 1802 0.4437 0.6202 0.4437 0.6661
0.5406 4.4433 1804 0.4568 0.5441 0.4568 0.6759
0.5406 4.4483 1806 0.4808 0.4832 0.4808 0.6934
0.5406 4.4532 1808 0.4950 0.4651 0.4950 0.7036
0.5406 4.4581 1810 0.4855 0.5017 0.4855 0.6968
0.5406 4.4631 1812 0.4788 0.5017 0.4788 0.6919
0.5406 4.4680 1814 0.4910 0.5017 0.4910 0.7007
0.5406 4.4729 1816 0.5088 0.4651 0.5088 0.7133
0.5406 4.4778 1818 0.5264 0.4383 0.5264 0.7255
0.5406 4.4828 1820 0.5473 0.3792 0.5473 0.7398
0.5406 4.4877 1822 0.5416 0.3792 0.5416 0.7359
0.5406 4.4926 1824 0.5032 0.4474 0.5032 0.7093
0.5406 4.4975 1826 0.4712 0.5468 0.4712 0.6864
0.5406 4.5025 1828 0.4596 0.5468 0.4596 0.6779
0.5406 4.5074 1830 0.4534 0.5468 0.4534 0.6734
0.5406 4.5123 1832 0.4498 0.5468 0.4498 0.6707
0.5406 4.5172 1834 0.4493 0.5659 0.4493 0.6703
0.5406 4.5222 1836 0.4555 0.5 0.4555 0.6749
0.5406 4.5271 1838 0.4531 0.5333 0.4531 0.6731
0.5406 4.5320 1840 0.4531 0.4904 0.4531 0.6731
0.5406 4.5369 1842 0.4642 0.5468 0.4642 0.6813
0.5406 4.5419 1844 0.4935 0.5116 0.4935 0.7025
0.5406 4.5468 1846 0.5202 0.4934 0.5202 0.7213
0.5406 4.5517 1848 0.5544 0.4129 0.5544 0.7446
0.5406 4.5567 1850 0.5689 0.3792 0.5689 0.7542
0.5406 4.5616 1852 0.5670 0.4129 0.5670 0.7530
0.5406 4.5665 1854 0.5545 0.4756 0.5545 0.7446
0.5406 4.5714 1856 0.5469 0.4934 0.5469 0.7395
0.5406 4.5764 1858 0.5262 0.4878 0.5262 0.7254
0.5406 4.5813 1860 0.5096 0.5070 0.5096 0.7138
0.5406 4.5862 1862 0.5042 0.5977 0.5042 0.7101
0.5406 4.5911 1864 0.4998 0.5000 0.4998 0.7069
0.5406 4.5961 1866 0.4975 0.5000 0.4975 0.7053
0.5406 4.6010 1868 0.4977 0.4615 0.4977 0.7055
0.5406 4.6059 1870 0.4949 0.4615 0.4949 0.7035
0.5406 4.6108 1872 0.4897 0.5977 0.4897 0.6998
0.5406 4.6158 1874 0.4946 0.5977 0.4946 0.7033
0.5406 4.6207 1876 0.5112 0.5492 0.5112 0.7150
0.5406 4.6256 1878 0.5142 0.5492 0.5142 0.7170
0.5406 4.6305 1880 0.5100 0.5492 0.5100 0.7141
0.5406 4.6355 1882 0.5059 0.5492 0.5059 0.7113
0.5406 4.6404 1884 0.5088 0.5492 0.5088 0.7133
0.5406 4.6453 1886 0.5273 0.4756 0.5273 0.7261
0.5406 4.6502 1888 0.5374 0.4756 0.5374 0.7330
0.5406 4.6552 1890 0.5410 0.4756 0.5410 0.7355
0.5406 4.6601 1892 0.5319 0.4756 0.5319 0.7293
0.5406 4.6650 1894 0.5232 0.4756 0.5232 0.7233
0.5406 4.6700 1896 0.5212 0.4756 0.5212 0.7219
0.5406 4.6749 1898 0.5046 0.5116 0.5046 0.7104
0.5406 4.6798 1900 0.4862 0.5492 0.4862 0.6973
0.5406 4.6847 1902 0.4695 0.5468 0.4695 0.6852
0.5406 4.6897 1904 0.4677 0.5468 0.4677 0.6839
0.5406 4.6946 1906 0.4781 0.5492 0.4781 0.6915
0.5406 4.6995 1908 0.5042 0.5116 0.5042 0.7101
0.5406 4.7044 1910 0.5520 0.4383 0.5520 0.7430
0.5406 4.7094 1912 0.5965 0.3792 0.5965 0.7724
0.5406 4.7143 1914 0.6104 0.3792 0.6104 0.7813
0.5406 4.7192 1916 0.6120 0.3792 0.6120 0.7823
0.5406 4.7241 1918 0.6226 0.3212 0.6226 0.7890
0.5406 4.7291 1920 0.6100 0.4548 0.6100 0.7810
0.5406 4.7340 1922 0.5641 0.5116 0.5641 0.7510
0.5406 4.7389 1924 0.5189 0.5302 0.5189 0.7203
0.5406 4.7438 1926 0.4922 0.5492 0.4922 0.7015
0.5406 4.7488 1928 0.4850 0.5468 0.4850 0.6964
0.5406 4.7537 1930 0.4842 0.5333 0.4842 0.6959
0.5406 4.7586 1932 0.4866 0.6345 0.4866 0.6975
0.5406 4.7635 1934 0.4837 0.6345 0.4837 0.6955
0.5406 4.7685 1936 0.4812 0.6345 0.4812 0.6937
0.5406 4.7734 1938 0.4762 0.6345 0.4762 0.6901
0.5406 4.7783 1940 0.4755 0.6345 0.4755 0.6896
0.5406 4.7833 1942 0.4707 0.5971 0.4707 0.6861
0.5406 4.7882 1944 0.4814 0.5492 0.4814 0.6938
0.5406 4.7931 1946 0.5030 0.5492 0.5030 0.7092
0.5406 4.7980 1948 0.5376 0.5116 0.5376 0.7332
0.5406 4.8030 1950 0.5702 0.4474 0.5702 0.7551
0.5406 4.8079 1952 0.5981 0.4300 0.5981 0.7734
0.5406 4.8128 1954 0.5877 0.4300 0.5877 0.7666
0.5406 4.8177 1956 0.5685 0.4300 0.5685 0.7540
0.5406 4.8227 1958 0.5157 0.5302 0.5157 0.7181
0.5406 4.8276 1960 0.4798 0.5302 0.4798 0.6927
0.5406 4.8325 1962 0.4689 0.5302 0.4689 0.6848
0.5406 4.8374 1964 0.4663 0.5302 0.4663 0.6829
0.5406 4.8424 1966 0.4803 0.5302 0.4803 0.6930
0.5406 4.8473 1968 0.4840 0.5302 0.4840 0.6957
0.5406 4.8522 1970 0.4862 0.5302 0.4862 0.6973
0.5406 4.8571 1972 0.4992 0.5302 0.4992 0.7065
0.5406 4.8621 1974 0.5129 0.5302 0.5129 0.7162
0.5406 4.8670 1976 0.5315 0.5302 0.5315 0.7291
0.5406 4.8719 1978 0.5557 0.4934 0.5557 0.7455
0.5406 4.8768 1980 0.5443 0.5116 0.5443 0.7378
0.5406 4.8818 1982 0.5367 0.5302 0.5367 0.7326
0.5406 4.8867 1984 0.5331 0.5302 0.5331 0.7301
0.5406 4.8916 1986 0.5417 0.5302 0.5417 0.7360
0.5406 4.8966 1988 0.5380 0.5302 0.5380 0.7335
0.5406 4.9015 1990 0.5189 0.5492 0.5189 0.7204
0.5406 4.9064 1992 0.5119 0.5492 0.5119 0.7155
0.5406 4.9113 1994 0.5070 0.5492 0.5070 0.7120
0.5406 4.9163 1996 0.5069 0.5468 0.5069 0.7119
0.5406 4.9212 1998 0.5052 0.5468 0.5052 0.7108
0.4434 4.9261 2000 0.5061 0.5492 0.5061 0.7114
0.4434 4.9310 2002 0.5178 0.5116 0.5178 0.7196
0.4434 4.9360 2004 0.5384 0.4474 0.5384 0.7338
0.4434 4.9409 2006 0.5779 0.4300 0.5779 0.7602
0.4434 4.9458 2008 0.5861 0.4129 0.5861 0.7656
0.4434 4.9507 2010 0.5703 0.4129 0.5703 0.7552
0.4434 4.9557 2012 0.5563 0.4300 0.5563 0.7459
0.4434 4.9606 2014 0.5412 0.4300 0.5412 0.7357
0.4434 4.9655 2016 0.5312 0.4474 0.5312 0.7288
0.4434 4.9704 2018 0.5117 0.5492 0.5117 0.7154
0.4434 4.9754 2020 0.5005 0.5977 0.5005 0.7074
0.4434 4.9803 2022 0.4985 0.5984 0.4985 0.7060
0.4434 4.9852 2024 0.4989 0.5984 0.4989 0.7063
0.4434 4.9901 2026 0.4979 0.5984 0.4979 0.7056
0.4434 4.9951 2028 0.4963 0.5984 0.4963 0.7045
0.4434 5.0 2030 0.4946 0.5984 0.4946 0.7033
0.4434 5.0049 2032 0.5011 0.5468 0.5011 0.7079
0.4434 5.0099 2034 0.5204 0.5302 0.5204 0.7214
0.4434 5.0148 2036 0.5553 0.4300 0.5553 0.7452
0.4434 5.0197 2038 0.5956 0.4300 0.5956 0.7717
0.4434 5.0246 2040 0.6222 0.3792 0.6222 0.7888
0.4434 5.0296 2042 0.6256 0.3792 0.6256 0.7910
0.4434 5.0345 2044 0.5920 0.4300 0.5920 0.7694
0.4434 5.0394 2046 0.5398 0.5116 0.5398 0.7347
0.4434 5.0443 2048 0.5055 0.5492 0.5055 0.7110
0.4434 5.0493 2050 0.4887 0.5492 0.4887 0.6991
0.4434 5.0542 2052 0.4867 0.5492 0.4867 0.6977
0.4434 5.0591 2054 0.4808 0.5492 0.4808 0.6934
0.4434 5.0640 2056 0.4780 0.5492 0.4780 0.6914
0.4434 5.0690 2058 0.4851 0.5492 0.4851 0.6965
0.4434 5.0739 2060 0.5002 0.5492 0.5002 0.7072
0.4434 5.0788 2062 0.5021 0.5492 0.5021 0.7086
0.4434 5.0837 2064 0.4918 0.5492 0.4918 0.7013
0.4434 5.0887 2066 0.4835 0.5492 0.4835 0.6954
0.4434 5.0936 2068 0.4739 0.5492 0.4739 0.6884
0.4434 5.0985 2070 0.4776 0.5492 0.4776 0.6911
0.4434 5.1034 2072 0.4819 0.5492 0.4819 0.6942
0.4434 5.1084 2074 0.4927 0.5492 0.4927 0.7019
0.4434 5.1133 2076 0.5128 0.5492 0.5128 0.7161
0.4434 5.1182 2078 0.5233 0.5492 0.5233 0.7234
0.4434 5.1232 2080 0.5141 0.5492 0.5141 0.7170
0.4434 5.1281 2082 0.5155 0.5302 0.5155 0.7180
0.4434 5.1330 2084 0.5025 0.5302 0.5025 0.7089
0.4434 5.1379 2086 0.4930 0.5302 0.4930 0.7021
0.4434 5.1429 2088 0.4792 0.5492 0.4792 0.6923
0.4434 5.1478 2090 0.4723 0.5492 0.4723 0.6872
0.4434 5.1527 2092 0.4738 0.5492 0.4738 0.6884
0.4434 5.1576 2094 0.4738 0.5468 0.4738 0.6884
0.4434 5.1626 2096 0.4787 0.5441 0.4787 0.6919
0.4434 5.1675 2098 0.4879 0.5984 0.4879 0.6985
0.4434 5.1724 2100 0.4930 0.5984 0.4930 0.7022
0.4434 5.1773 2102 0.4977 0.5468 0.4977 0.7055
0.4434 5.1823 2104 0.5108 0.5492 0.5108 0.7147
0.4434 5.1872 2106 0.5274 0.5492 0.5274 0.7262
0.4434 5.1921 2108 0.5413 0.5116 0.5413 0.7357
0.4434 5.1970 2110 0.5492 0.5116 0.5492 0.7411
0.4434 5.2020 2112 0.5441 0.5302 0.5441 0.7376
0.4434 5.2069 2114 0.5300 0.5971 0.5300 0.7280
0.4434 5.2118 2116 0.5209 0.5977 0.5209 0.7217
0.4434 5.2167 2118 0.5197 0.5374 0.5197 0.7209
0.4434 5.2217 2120 0.5210 0.5374 0.5210 0.7218
0.4434 5.2266 2122 0.5202 0.5000 0.5202 0.7213
0.4434 5.2315 2124 0.5158 0.5000 0.5158 0.7182
0.4434 5.2365 2126 0.5136 0.5374 0.5136 0.7166
0.4434 5.2414 2128 0.5241 0.5374 0.5241 0.7240
0.4434 5.2463 2130 0.5406 0.5374 0.5406 0.7353
0.4434 5.2512 2132 0.5645 0.5182 0.5645 0.7513
0.4434 5.2562 2134 0.5852 0.5563 0.5852 0.7650
0.4434 5.2611 2136 0.5778 0.5543 0.5778 0.7601
0.4434 5.2660 2138 0.5520 0.5749 0.5520 0.7430
0.4434 5.2709 2140 0.5350 0.5984 0.5350 0.7314
0.4434 5.2759 2142 0.5183 0.5374 0.5183 0.7199
0.4434 5.2808 2144 0.5106 0.5374 0.5106 0.7145
0.4434 5.2857 2146 0.5041 0.6471 0.5041 0.7100
0.4434 5.2906 2148 0.4952 0.5984 0.4952 0.7037
0.4434 5.2956 2150 0.4879 0.5984 0.4879 0.6985
0.4434 5.3005 2152 0.4860 0.5984 0.4860 0.6972
0.4434 5.3054 2154 0.4878 0.5984 0.4878 0.6984
0.4434 5.3103 2156 0.5025 0.5492 0.5025 0.7089
0.4434 5.3153 2158 0.5305 0.4474 0.5305 0.7284
0.4434 5.3202 2160 0.5437 0.3951 0.5437 0.7373
0.4434 5.3251 2162 0.5484 0.3951 0.5484 0.7406
0.4434 5.3300 2164 0.5454 0.4112 0.5454 0.7385
0.4434 5.3350 2166 0.5311 0.4717 0.5311 0.7287
0.4434 5.3399 2168 0.5152 0.4889 0.5152 0.7178
0.4434 5.3448 2170 0.5080 0.4889 0.5080 0.7127
0.4434 5.3498 2172 0.5118 0.4889 0.5118 0.7154
0.4434 5.3547 2174 0.5079 0.5361 0.5079 0.7127
0.4434 5.3596 2176 0.5096 0.5361 0.5096 0.7139
0.4434 5.3645 2178 0.5224 0.5361 0.5224 0.7228
0.4434 5.3695 2180 0.4982 0.5361 0.4982 0.7058
0.4434 5.3744 2182 0.4860 0.5361 0.4860 0.6972
0.4434 5.3793 2184 0.4679 0.5361 0.4679 0.6841
0.4434 5.3842 2186 0.4524 0.5696 0.4524 0.6726
0.4434 5.3892 2188 0.4560 0.5696 0.4560 0.6753
0.4434 5.3941 2190 0.4662 0.5064 0.4662 0.6828
0.4434 5.3990 2192 0.4689 0.5492 0.4689 0.6847
0.4434 5.4039 2194 0.4720 0.5492 0.4720 0.6870
0.4434 5.4089 2196 0.4832 0.5492 0.4832 0.6951
0.4434 5.4138 2198 0.4963 0.5492 0.4963 0.7045
0.4434 5.4187 2200 0.4962 0.5492 0.4962 0.7044
0.4434 5.4236 2202 0.4939 0.5492 0.4939 0.7028
0.4434 5.4286 2204 0.4946 0.5492 0.4946 0.7033
0.4434 5.4335 2206 0.4906 0.5492 0.4906 0.7004
0.4434 5.4384 2208 0.4776 0.5492 0.4776 0.6911
0.4434 5.4433 2210 0.4673 0.5492 0.4673 0.6836
0.4434 5.4483 2212 0.4549 0.5492 0.4549 0.6744
0.4434 5.4532 2214 0.4469 0.5492 0.4469 0.6685
0.4434 5.4581 2216 0.4423 0.5492 0.4423 0.6651
0.4434 5.4631 2218 0.4435 0.5492 0.4435 0.6660
0.4434 5.4680 2220 0.4472 0.5882 0.4472 0.6687
0.4434 5.4729 2222 0.4512 0.5882 0.4512 0.6717
0.4434 5.4778 2224 0.4553 0.5492 0.4553 0.6747
0.4434 5.4828 2226 0.4628 0.5468 0.4628 0.6803
0.4434 5.4877 2228 0.4715 0.5468 0.4715 0.6866
0.4434 5.4926 2230 0.4788 0.5468 0.4788 0.6919
0.4434 5.4975 2232 0.4860 0.5468 0.4860 0.6971
0.4434 5.5025 2234 0.4893 0.5468 0.4893 0.6995
0.4434 5.5074 2236 0.4932 0.5468 0.4932 0.7023
0.4434 5.5123 2238 0.4968 0.5267 0.4968 0.7048
0.4434 5.5172 2240 0.4998 0.5267 0.4998 0.7070
0.4434 5.5222 2242 0.4936 0.5267 0.4936 0.7026
0.4434 5.5271 2244 0.4929 0.5267 0.4929 0.7020
0.4434 5.5320 2246 0.4932 0.5267 0.4932 0.7023
0.4434 5.5369 2248 0.4865 0.5267 0.4865 0.6975
0.4434 5.5419 2250 0.4775 0.5468 0.4775 0.6910
0.4434 5.5468 2252 0.4780 0.5302 0.4780 0.6914
0.4434 5.5517 2254 0.4795 0.5302 0.4795 0.6925
0.4434 5.5567 2256 0.4846 0.5302 0.4846 0.6962
0.4434 5.5616 2258 0.4834 0.5302 0.4834 0.6953
0.4434 5.5665 2260 0.4784 0.5302 0.4784 0.6917
0.4434 5.5714 2262 0.4818 0.5302 0.4818 0.6941
0.4434 5.5764 2264 0.4943 0.5302 0.4943 0.7030
0.4434 5.5813 2266 0.4947 0.5302 0.4947 0.7033
0.4434 5.5862 2268 0.4890 0.5302 0.4890 0.6993
0.4434 5.5911 2270 0.4904 0.5302 0.4904 0.7003
0.4434 5.5961 2272 0.4852 0.5492 0.4852 0.6965
0.4434 5.6010 2274 0.4850 0.5492 0.4850 0.6964
0.4434 5.6059 2276 0.4919 0.5302 0.4919 0.7014
0.4434 5.6108 2278 0.5058 0.5302 0.5058 0.7112
0.4434 5.6158 2280 0.5297 0.3844 0.5297 0.7278
0.4434 5.6207 2282 0.5650 0.4047 0.5650 0.7517
0.4434 5.6256 2284 0.6106 0.3895 0.6106 0.7814
0.4434 5.6305 2286 0.6229 0.3746 0.6229 0.7893
0.4434 5.6355 2288 0.5999 0.3895 0.5999 0.7745
0.4434 5.6404 2290 0.5510 0.4047 0.5510 0.7423
0.4434 5.6453 2292 0.5295 0.4201 0.5295 0.7277
0.4434 5.6502 2294 0.5083 0.4277 0.5083 0.7129
0.4434 5.6552 2296 0.4895 0.5302 0.4895 0.6997
0.4434 5.6601 2298 0.4762 0.5492 0.4762 0.6901
0.4434 5.6650 2300 0.4738 0.6182 0.4738 0.6884
0.4434 5.6700 2302 0.4801 0.5659 0.4801 0.6929
0.4434 5.6749 2304 0.4869 0.5333 0.4869 0.6978
0.4434 5.6798 2306 0.4902 0.6182 0.4902 0.7002
0.4434 5.6847 2308 0.4949 0.6182 0.4949 0.7035
0.4434 5.6897 2310 0.5000 0.5468 0.5000 0.7071
0.4434 5.6946 2312 0.5068 0.5492 0.5068 0.7119
0.4434 5.6995 2314 0.5103 0.5302 0.5103 0.7143
0.4434 5.7044 2316 0.5068 0.5492 0.5068 0.7119
0.4434 5.7094 2318 0.5021 0.5468 0.5021 0.7086
0.4434 5.7143 2320 0.5052 0.5468 0.5052 0.7108
0.4434 5.7192 2322 0.5033 0.5468 0.5033 0.7094
0.4434 5.7241 2324 0.5040 0.5468 0.5040 0.7099
0.4434 5.7291 2326 0.5058 0.5468 0.5058 0.7112
0.4434 5.7340 2328 0.5086 0.5267 0.5086 0.7132
0.4434 5.7389 2330 0.5175 0.5267 0.5175 0.7193
0.4434 5.7438 2332 0.5337 0.4651 0.5337 0.7305
0.4434 5.7488 2334 0.5472 0.4013 0.5472 0.7397
0.4434 5.7537 2336 0.5561 0.4013 0.5561 0.7457
0.4434 5.7586 2338 0.5689 0.3519 0.5689 0.7542
0.4434 5.7635 2340 0.5605 0.3676 0.5605 0.7487
0.4434 5.7685 2342 0.5663 0.3519 0.5663 0.7525
0.4434 5.7734 2344 0.5764 0.3519 0.5764 0.7592
0.4434 5.7783 2346 0.5796 0.3519 0.5796 0.7613
0.4434 5.7833 2348 0.5668 0.3519 0.5668 0.7528
0.4434 5.7882 2350 0.5380 0.3902 0.5380 0.7335
0.4434 5.7931 2352 0.5253 0.4577 0.5253 0.7248
0.4434 5.7980 2354 0.5110 0.5267 0.5110 0.7148
0.4434 5.8030 2356 0.4950 0.5468 0.4950 0.7035
0.4434 5.8079 2358 0.4856 0.5468 0.4856 0.6969
0.4434 5.8128 2360 0.4798 0.6182 0.4798 0.6927
0.4434 5.8177 2362 0.4845 0.6097 0.4845 0.6961
0.4434 5.8227 2364 0.4906 0.5789 0.4906 0.7004
0.4434 5.8276 2366 0.4871 0.6097 0.4871 0.6979
0.4434 5.8325 2368 0.4785 0.5882 0.4785 0.6917
0.4434 5.8374 2370 0.4815 0.5492 0.4815 0.6939
0.4434 5.8424 2372 0.4904 0.5492 0.4904 0.7003
0.4434 5.8473 2374 0.5020 0.5064 0.5020 0.7086
0.4434 5.8522 2376 0.5103 0.5064 0.5103 0.7143
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0.2884 9.9655 4046 0.4668 0.6164 0.4668 0.6832
0.2884 9.9704 4048 0.4667 0.6164 0.4667 0.6832
0.2884 9.9754 4050 0.4666 0.6164 0.4666 0.6831
0.2884 9.9803 4052 0.4666 0.6164 0.4666 0.6830
0.2884 9.9852 4054 0.4665 0.6164 0.4665 0.6830
0.2884 9.9901 4056 0.4664 0.6164 0.4664 0.6830
0.2884 9.9951 4058 0.4664 0.6164 0.4664 0.6829
0.2884 10.0 4060 0.4664 0.6164 0.4664 0.6829

Framework versions

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