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arabert_augmented_with_original_k35_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: 0.4928
  • Qwk: 0.5116
  • Mse: 0.4928
  • Rmse: 0.7020

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 0.0056 2 3.4925 0.0708 3.4925 1.8688
No log 0.0112 4 1.7815 0.0923 1.7815 1.3347
No log 0.0168 6 0.7675 0.4167 0.7675 0.8760
No log 0.0224 8 0.7976 0.3069 0.7976 0.8931
No log 0.0280 10 1.4374 0.0541 1.4374 1.1989
No log 0.0336 12 1.4203 0.0990 1.4203 1.1918
No log 0.0392 14 1.3154 0.1297 1.3154 1.1469
No log 0.0448 16 1.1243 0.0912 1.1243 1.0603
No log 0.0504 18 1.3458 0.1499 1.3458 1.1601
No log 0.0560 20 1.7642 -0.0038 1.7642 1.3282
No log 0.0616 22 1.7390 0.0072 1.7390 1.3187
No log 0.0672 24 1.5522 0.1268 1.5522 1.2459
No log 0.0728 26 1.1932 0.1076 1.1932 1.0923
No log 0.0784 28 0.9747 0.0075 0.9747 0.9873
No log 0.0840 30 0.8507 0.0187 0.8507 0.9223
No log 0.0896 32 0.8311 0.1043 0.8311 0.9117
No log 0.0952 34 0.8332 0.1985 0.8332 0.9128
No log 0.1008 36 1.0474 0.125 1.0474 1.0234
No log 0.1064 38 1.1563 0.1676 1.1563 1.0753
No log 0.1120 40 1.1579 0.1137 1.1579 1.0761
No log 0.1176 42 0.9517 0.1656 0.9517 0.9755
No log 0.1232 44 0.9283 0.0912 0.9283 0.9635
No log 0.1289 46 0.9787 0.1600 0.9787 0.9893
No log 0.1345 48 0.9337 0.2870 0.9337 0.9663
No log 0.1401 50 0.8536 0.2881 0.8536 0.9239
No log 0.1457 52 0.8644 0.2276 0.8644 0.9297
No log 0.1513 54 0.8065 0.3636 0.8065 0.8981
No log 0.1569 56 0.7627 0.3636 0.7627 0.8733
No log 0.1625 58 0.8336 0.1720 0.8336 0.9130
No log 0.1681 60 0.9697 0.0564 0.9697 0.9847
No log 0.1737 62 1.0596 0.1297 1.0596 1.0294
No log 0.1793 64 1.1215 0.0775 1.1215 1.0590
No log 0.1849 66 0.9970 0.1297 0.9970 0.9985
No log 0.1905 68 0.9409 0.1076 0.9409 0.9700
No log 0.1961 70 0.9435 0.0833 0.9435 0.9713
No log 0.2017 72 0.8563 0.0912 0.8563 0.9254
No log 0.2073 74 0.7645 0.1026 0.7645 0.8744
No log 0.2129 76 0.7321 0.1818 0.7321 0.8556
No log 0.2185 78 0.6865 0.3927 0.6865 0.8286
No log 0.2241 80 0.6679 0.4167 0.6679 0.8173
No log 0.2297 82 0.6778 0.4292 0.6778 0.8233
No log 0.2353 84 0.7750 0.2594 0.7750 0.8803
No log 0.2409 86 0.7874 0.2774 0.7874 0.8874
No log 0.2465 88 0.6921 0.3446 0.6921 0.8319
No log 0.2521 90 0.6909 0.4928 0.6909 0.8312
No log 0.2577 92 0.7763 0.4510 0.7763 0.8811
No log 0.2633 94 0.7880 0.3383 0.7880 0.8877
No log 0.2689 96 0.6877 0.5333 0.6877 0.8293
No log 0.2745 98 0.6941 0.3446 0.6941 0.8331
No log 0.2801 100 0.9427 0.2072 0.9427 0.9709
No log 0.2857 102 1.1520 0.2115 1.1520 1.0733
No log 0.2913 104 1.1584 0.2257 1.1584 1.0763
No log 0.2969 106 1.0150 0.1137 1.0150 1.0075
No log 0.3025 108 0.8449 0.1192 0.8449 0.9192
No log 0.3081 110 0.7445 0.0797 0.7445 0.8628
No log 0.3137 112 0.7091 0.1818 0.7091 0.8421
No log 0.3193 114 0.7339 0.1026 0.7339 0.8567
No log 0.3249 116 0.7202 0.1026 0.7202 0.8486
No log 0.3305 118 0.6660 0.3927 0.6660 0.8161
No log 0.3361 120 0.6716 0.3063 0.6716 0.8195
No log 0.3417 122 0.6851 0.3259 0.6851 0.8277
No log 0.3473 124 0.7439 0.2932 0.7439 0.8625
No log 0.3529 126 0.8213 0.2267 0.8213 0.9062
No log 0.3585 128 0.8898 0.2267 0.8898 0.9433
No log 0.3641 130 0.8881 0.2825 0.8881 0.9424
No log 0.3697 132 0.8409 0.2267 0.8409 0.9170
No log 0.3754 134 0.7714 0.3092 0.7714 0.8783
No log 0.3810 136 0.8061 0.2323 0.8061 0.8978
No log 0.3866 138 0.9090 0.1870 0.9090 0.9534
No log 0.3922 140 0.8839 0.1667 0.8839 0.9402
No log 0.3978 142 0.8279 0.0912 0.8279 0.9099
No log 0.4034 144 0.8178 0.0912 0.8178 0.9043
No log 0.4090 146 0.7435 0.1532 0.7435 0.8623
No log 0.4146 148 0.7214 0.2844 0.7214 0.8493
No log 0.4202 150 0.7371 0.2286 0.7371 0.8586
No log 0.4258 152 0.7860 0.0597 0.7860 0.8865
No log 0.4314 154 0.8944 0.0912 0.8944 0.9457
No log 0.4370 156 1.0378 0.0833 1.0378 1.0187
No log 0.4426 158 1.0605 0.0564 1.0605 1.0298
No log 0.4482 160 0.9322 0.0912 0.9322 0.9655
No log 0.4538 162 0.8224 0.0912 0.8224 0.9069
No log 0.4594 164 0.7678 0.2479 0.7678 0.8762
No log 0.4650 166 0.7820 0.2479 0.7820 0.8843
No log 0.4706 168 0.8006 0.1283 0.8006 0.8948
No log 0.4762 170 0.8503 0.0912 0.8503 0.9221
No log 0.4818 172 0.8472 0.1560 0.8472 0.9205
No log 0.4874 174 0.8895 0.1560 0.8895 0.9431
No log 0.4930 176 0.9068 0.1139 0.9068 0.9523
No log 0.4986 178 1.0241 0.0283 1.0241 1.0120
No log 0.5042 180 1.0440 0.0919 1.0440 1.0217
No log 0.5098 182 0.9488 0.1091 0.9488 0.9741
No log 0.5154 184 0.8295 0.2476 0.8295 0.9108
No log 0.5210 186 0.7512 0.4615 0.7512 0.8667
No log 0.5266 188 0.7787 0.4375 0.7787 0.8824
No log 0.5322 190 0.8212 0.4375 0.8212 0.9062
No log 0.5378 192 0.8202 0.3831 0.8202 0.9057
No log 0.5434 194 0.8331 0.3636 0.8331 0.9127
No log 0.5490 196 0.9158 0.2080 0.9158 0.9570
No log 0.5546 198 1.0574 0.2100 1.0574 1.0283
No log 0.5602 200 1.1506 0.1615 1.1506 1.0727
No log 0.5658 202 1.0440 0.1615 1.0440 1.0218
No log 0.5714 204 0.8681 0.1959 0.8681 0.9317
No log 0.5770 206 0.7536 0.3636 0.7536 0.8681
No log 0.5826 208 0.7393 0.4292 0.7393 0.8598
No log 0.5882 210 0.7373 0.4815 0.7373 0.8586
No log 0.5938 212 0.7370 0.3069 0.7370 0.8585
No log 0.5994 214 0.7554 0.2844 0.7554 0.8692
No log 0.6050 216 0.7963 0.1026 0.7963 0.8923
No log 0.6106 218 0.8185 0.1355 0.8185 0.9047
No log 0.6162 220 0.7754 0.2018 0.7754 0.8806
No log 0.6218 222 0.7252 0.2018 0.7252 0.8516
No log 0.6275 224 0.6891 0.2829 0.6891 0.8301
No log 0.6331 226 0.6826 0.3927 0.6826 0.8262
No log 0.6387 228 0.7069 0.3475 0.7069 0.8408
No log 0.6443 230 0.7619 0.1985 0.7619 0.8729
No log 0.6499 232 0.7891 0.1985 0.7891 0.8883
No log 0.6555 234 0.7847 0.2703 0.7847 0.8858
No log 0.6611 236 0.7927 0.4400 0.7927 0.8903
No log 0.6667 238 0.8456 0.2476 0.8456 0.9195
No log 0.6723 240 0.9829 0.0654 0.9829 0.9914
No log 0.6779 242 1.0064 0.0541 1.0064 1.0032
No log 0.6835 244 0.9649 0.0564 0.9649 0.9823
No log 0.6891 246 0.8902 0.1985 0.8902 0.9435
No log 0.6947 248 0.8209 0.2092 0.8209 0.9060
No log 0.7003 250 0.7980 0.4020 0.7980 0.8933
No log 0.7059 252 0.7844 0.4020 0.7844 0.8857
No log 0.7115 254 0.7704 0.1923 0.7704 0.8777
No log 0.7171 256 0.8041 0.0 0.8041 0.8967
No log 0.7227 258 0.9279 0.1119 0.9279 0.9633
No log 0.7283 260 1.0886 0.0728 1.0886 1.0434
No log 0.7339 262 1.2791 0.1137 1.2791 1.1310
No log 0.7395 264 1.3291 0.1137 1.3291 1.1529
No log 0.7451 266 1.3600 0.1683 1.3600 1.1662
No log 0.7507 268 1.3015 0.1137 1.3015 1.1409
No log 0.7563 270 1.2032 0.1137 1.2032 1.0969
No log 0.7619 272 1.0298 0.0919 1.0298 1.0148
No log 0.7675 274 0.8136 0.1811 0.8136 0.9020
No log 0.7731 276 0.7107 0.4292 0.7107 0.8431
No log 0.7787 278 0.7037 0.4413 0.7037 0.8389
No log 0.7843 280 0.7189 0.4413 0.7189 0.8479
No log 0.7899 282 0.7944 0.1532 0.7944 0.8913
No log 0.7955 284 0.9029 0.1811 0.9029 0.9502
No log 0.8011 286 0.9794 0.0125 0.9794 0.9897
No log 0.8067 288 1.0193 0.0919 1.0193 1.0096
No log 0.8123 290 1.0196 0.0919 1.0196 1.0097
No log 0.8179 292 1.0156 0.0919 1.0156 1.0078
No log 0.8235 294 0.9770 0.0283 0.9770 0.9884
No log 0.8291 296 0.9208 0.0912 0.9208 0.9596
No log 0.8347 298 0.8560 0.1450 0.8560 0.9252
No log 0.8403 300 0.8066 0.2344 0.8066 0.8981
No log 0.8459 302 0.7628 0.2092 0.7628 0.8734
No log 0.8515 304 0.7502 0.2092 0.7502 0.8661
No log 0.8571 306 0.7408 0.2092 0.7408 0.8607
No log 0.8627 308 0.7422 0.2344 0.7422 0.8615
No log 0.8683 310 0.7405 0.3280 0.7405 0.8605
No log 0.8739 312 0.7343 0.4262 0.7343 0.8569
No log 0.8796 314 0.7497 0.4262 0.7497 0.8658
No log 0.8852 316 0.7813 0.4368 0.7813 0.8839
No log 0.8908 318 0.7997 0.3957 0.7997 0.8943
No log 0.8964 320 0.8095 0.3957 0.8095 0.8997
No log 0.9020 322 0.8481 0.2075 0.8481 0.9209
No log 0.9076 324 0.9483 0.1499 0.9483 0.9738
No log 0.9132 326 1.0006 0.1499 1.0006 1.0003
No log 0.9188 328 0.9951 0.1499 0.9951 0.9975
No log 0.9244 330 0.9167 0.1076 0.9167 0.9575
No log 0.9300 332 0.9032 0.1076 0.9032 0.9504
No log 0.9356 334 0.8603 0.0564 0.8603 0.9275
No log 0.9412 336 0.8220 0.1486 0.8220 0.9066
No log 0.9468 338 0.7760 0.3259 0.7760 0.8809
No log 0.9524 340 0.7639 0.3259 0.7639 0.8740
No log 0.9580 342 0.7391 0.4522 0.7391 0.8597
No log 0.9636 344 0.7730 0.3077 0.7730 0.8792
No log 0.9692 346 0.8707 0.1192 0.8707 0.9331
No log 0.9748 348 0.9475 0.1076 0.9475 0.9734
No log 0.9804 350 0.8934 0.0417 0.8934 0.9452
No log 0.9860 352 0.7143 0.3724 0.7143 0.8452
No log 0.9916 354 0.6523 0.4368 0.6523 0.8077
No log 0.9972 356 0.6671 0.4429 0.6671 0.8168
No log 1.0028 358 0.6707 0.3957 0.6707 0.8190
No log 1.0084 360 0.8078 0.2674 0.8078 0.8988
No log 1.0140 362 0.9989 0.1979 0.9989 0.9994
No log 1.0196 364 1.0501 0.1499 1.0501 1.0247
No log 1.0252 366 1.0181 0.1499 1.0181 1.0090
No log 1.0308 368 0.9611 0.0919 0.9611 0.9804
No log 1.0364 370 0.8324 0.2788 0.8324 0.9124
No log 1.0420 372 0.7065 0.3241 0.7065 0.8405
No log 1.0476 374 0.6623 0.4758 0.6623 0.8138
No log 1.0532 376 0.6725 0.4667 0.6725 0.8201
No log 1.0588 378 0.6755 0.3756 0.6755 0.8219
No log 1.0644 380 0.7205 0.3636 0.7205 0.8488
No log 1.0700 382 0.8011 0.2222 0.8011 0.8950
No log 1.0756 384 0.8692 0.2432 0.8692 0.9323
No log 1.0812 386 0.9374 0.0833 0.9374 0.9682
No log 1.0868 388 0.9290 0.1939 0.9290 0.9639
No log 1.0924 390 0.8683 0.1939 0.8683 0.9318
No log 1.0980 392 0.7797 0.3077 0.7797 0.8830
No log 1.1036 394 0.7373 0.384 0.7373 0.8586
No log 1.1092 396 0.7101 0.4141 0.7101 0.8427
No log 1.1148 398 0.7590 0.3383 0.7590 0.8712
No log 1.1204 400 0.7961 0.3383 0.7961 0.8922
No log 1.1261 402 0.7277 0.4251 0.7277 0.8530
No log 1.1317 404 0.6750 0.5070 0.6750 0.8216
No log 1.1373 406 0.7246 0.2286 0.7246 0.8512
No log 1.1429 408 0.7799 0.1985 0.7799 0.8831
No log 1.1485 410 0.7517 0.2286 0.7517 0.8670
No log 1.1541 412 0.6969 0.2286 0.6969 0.8348
No log 1.1597 414 0.6695 0.2632 0.6695 0.8182
No log 1.1653 416 0.6674 0.2632 0.6674 0.8170
No log 1.1709 418 0.6762 0.1818 0.6762 0.8223
No log 1.1765 420 0.6678 0.2844 0.6678 0.8172
No log 1.1821 422 0.6822 0.2632 0.6822 0.8259
No log 1.1877 424 0.7030 0.2632 0.7030 0.8385
No log 1.1933 426 0.7408 0.2286 0.7408 0.8607
No log 1.1989 428 0.7351 0.2286 0.7351 0.8574
No log 1.2045 430 0.7971 0.1959 0.7971 0.8928
No log 1.2101 432 0.8256 0.2364 0.8256 0.9086
No log 1.2157 434 0.7552 0.2173 0.7552 0.8690
No log 1.2213 436 0.6840 0.4400 0.6840 0.8271
No log 1.2269 438 0.6536 0.4522 0.6536 0.8085
No log 1.2325 440 0.6444 0.4141 0.6444 0.8028
No log 1.2381 442 0.6337 0.4522 0.6337 0.7961
No log 1.2437 444 0.6549 0.4494 0.6549 0.8093
No log 1.2493 446 0.6717 0.4390 0.6717 0.8196
No log 1.2549 448 0.6476 0.4577 0.6476 0.8047
No log 1.2605 450 0.6612 0.4013 0.6612 0.8131
No log 1.2661 452 0.7765 0.3388 0.7765 0.8812
No log 1.2717 454 0.8257 0.2173 0.8257 0.9087
No log 1.2773 456 0.8432 0.1442 0.8432 0.9183
No log 1.2829 458 0.7579 0.3388 0.7579 0.8705
No log 1.2885 460 0.7749 0.3388 0.7749 0.8803
No log 1.2941 462 0.7640 0.3226 0.7640 0.8740
No log 1.2997 464 0.7409 0.3226 0.7409 0.8607
No log 1.3053 466 0.6698 0.4390 0.6698 0.8184
No log 1.3109 468 0.6213 0.4769 0.6213 0.7882
No log 1.3165 470 0.6209 0.4522 0.6209 0.7880
No log 1.3221 472 0.6367 0.4375 0.6367 0.7979
No log 1.3277 474 0.6259 0.4522 0.6259 0.7912
No log 1.3333 476 0.6147 0.4522 0.6147 0.7840
No log 1.3389 478 0.6509 0.4186 0.6509 0.8068
No log 1.3445 480 0.7779 0.2025 0.7779 0.8820
No log 1.3501 482 0.8951 0.1802 0.8951 0.9461
No log 1.3557 484 0.8842 0.1802 0.8842 0.9403
No log 1.3613 486 0.8529 0.2025 0.8529 0.9235
No log 1.3669 488 0.7760 0.2025 0.7760 0.8809
No log 1.3725 490 0.7299 0.2274 0.7299 0.8543
No log 1.3782 492 0.6925 0.2905 0.6925 0.8322
No log 1.3838 494 0.6601 0.3438 0.6601 0.8125
No log 1.3894 496 0.6514 0.3264 0.6514 0.8071
No log 1.3950 498 0.6782 0.3406 0.6782 0.8235
0.831 1.4006 500 0.7201 0.2620 0.7201 0.8486
0.831 1.4062 502 0.7546 0.2025 0.7546 0.8687
0.831 1.4118 504 0.7044 0.2620 0.7044 0.8393
0.831 1.4174 506 0.6806 0.3549 0.6806 0.8250
0.831 1.4230 508 0.7001 0.3226 0.7001 0.8367
0.831 1.4286 510 0.7585 0.2620 0.7585 0.8709
0.831 1.4342 512 0.9221 0.2180 0.9221 0.9603
0.831 1.4398 514 1.1518 0.2297 1.1518 1.0732
0.831 1.4454 516 1.1910 0.2297 1.1910 1.0913
0.831 1.4510 518 1.0812 0.2297 1.0812 1.0398
0.831 1.4566 520 0.8947 0.2692 0.8947 0.9459
0.831 1.4622 522 0.7042 0.3836 0.7042 0.8392
0.831 1.4678 524 0.6524 0.4460 0.6524 0.8077
0.831 1.4734 526 0.7739 0.3966 0.7739 0.8797
0.831 1.4790 528 0.8799 0.475 0.8799 0.9381
0.831 1.4846 530 0.7726 0.3348 0.7726 0.8790
0.831 1.4902 532 0.6778 0.4141 0.6778 0.8233
0.831 1.4958 534 0.6923 0.4494 0.6923 0.8320
0.831 1.5014 536 0.7476 0.3072 0.7476 0.8646
0.831 1.5070 538 0.8188 0.1667 0.8188 0.9049
0.831 1.5126 540 0.8744 0.1473 0.8744 0.9351
0.831 1.5182 542 0.8493 0.1473 0.8493 0.9216
0.831 1.5238 544 0.8454 0.1473 0.8454 0.9194
0.831 1.5294 546 0.8439 0.1473 0.8439 0.9186
0.831 1.5350 548 0.8303 0.1473 0.8303 0.9112
0.831 1.5406 550 0.8262 0.1473 0.8262 0.9089
0.831 1.5462 552 0.8294 0.2000 0.8294 0.9107
0.831 1.5518 554 0.8185 0.2536 0.8185 0.9047
0.831 1.5574 556 0.7844 0.3072 0.7844 0.8856
0.831 1.5630 558 0.7529 0.3077 0.7529 0.8677
0.831 1.5686 560 0.7294 0.4522 0.7294 0.8540
0.831 1.5742 562 0.7249 0.4141 0.7249 0.8514
0.831 1.5798 564 0.7433 0.4141 0.7433 0.8622
0.831 1.5854 566 0.7768 0.3689 0.7768 0.8813
0.831 1.5910 568 0.8160 0.3689 0.8160 0.9033
0.831 1.5966 570 0.8603 0.3831 0.8603 0.9275
0.831 1.6022 572 0.8865 0.4031 0.8865 0.9416
0.831 1.6078 574 0.8806 0.2941 0.8806 0.9384
0.831 1.6134 576 0.8687 0.2941 0.8687 0.9321
0.831 1.6190 578 0.8469 0.2941 0.8469 0.9203
0.831 1.6246 580 0.8182 0.3125 0.8182 0.9045
0.831 1.6303 582 0.7990 0.2907 0.7990 0.8939
0.831 1.6359 584 0.7816 0.2087 0.7816 0.8841
0.831 1.6415 586 0.7737 0.2288 0.7737 0.8796
0.831 1.6471 588 0.7755 0.2479 0.7755 0.8806
0.831 1.6527 590 0.7954 0.1532 0.7954 0.8918
0.831 1.6583 592 0.8084 0.1532 0.8084 0.8991
0.831 1.6639 594 0.8109 0.1532 0.8109 0.9005
0.831 1.6695 596 0.7891 0.1532 0.7891 0.8883
0.831 1.6751 598 0.7522 0.2286 0.7522 0.8673
0.831 1.6807 600 0.7427 0.2286 0.7427 0.8618
0.831 1.6863 602 0.7494 0.1532 0.7494 0.8657
0.831 1.6919 604 0.8020 0.1532 0.8020 0.8956
0.831 1.6975 606 0.8245 0.1811 0.8245 0.9080
0.831 1.7031 608 0.7917 0.1532 0.7917 0.8898
0.831 1.7087 610 0.7581 0.1532 0.7581 0.8707
0.831 1.7143 612 0.7188 0.3058 0.7188 0.8478
0.831 1.7199 614 0.6683 0.3694 0.6683 0.8175
0.831 1.7255 616 0.6506 0.3264 0.6506 0.8066
0.831 1.7311 618 0.6562 0.3264 0.6562 0.8101
0.831 1.7367 620 0.7298 0.3406 0.7298 0.8543
0.831 1.7423 622 0.8771 0.1035 0.8771 0.9366
0.831 1.7479 624 0.9211 0.1615 0.9211 0.9598
0.831 1.7535 626 0.8476 0.1615 0.8476 0.9207
0.831 1.7591 628 0.7795 0.1729 0.7795 0.8829
0.831 1.7647 630 0.7232 0.3226 0.7232 0.8504
0.831 1.7703 632 0.6658 0.4494 0.6658 0.8160
0.831 1.7759 634 0.6515 0.4368 0.6515 0.8072
0.831 1.7815 636 0.6518 0.4141 0.6518 0.8073
0.831 1.7871 638 0.6411 0.4262 0.6411 0.8007
0.831 1.7927 640 0.6323 0.4262 0.6323 0.7951
0.831 1.7983 642 0.6421 0.4494 0.6421 0.8013
0.831 1.8039 644 0.6600 0.4494 0.6600 0.8124
0.831 1.8095 646 0.6666 0.4296 0.6666 0.8165
0.831 1.8151 648 0.6433 0.4494 0.6433 0.8020
0.831 1.8207 650 0.6201 0.4368 0.6201 0.7875
0.831 1.8263 652 0.6264 0.4368 0.6264 0.7914
0.831 1.8319 654 0.6436 0.4368 0.6436 0.8023
0.831 1.8375 656 0.6503 0.4368 0.6503 0.8064
0.831 1.8431 658 0.6588 0.4368 0.6588 0.8117
0.831 1.8487 660 0.7175 0.3086 0.7175 0.8470
0.831 1.8543 662 0.8173 0.2708 0.8173 0.9041
0.831 1.8599 664 0.9139 0.2708 0.9139 0.9560
0.831 1.8655 666 1.0191 0.2297 1.0191 1.0095
0.831 1.8711 668 1.0206 0.2115 1.0206 1.0102
0.831 1.8768 670 0.9275 0.2145 0.9275 0.9631
0.831 1.8824 672 0.8311 0.2708 0.8311 0.9116
0.831 1.8880 674 0.7544 0.2692 0.7544 0.8685
0.831 1.8936 676 0.6862 0.3957 0.6862 0.8284
0.831 1.8992 678 0.6763 0.4368 0.6763 0.8223
0.831 1.9048 680 0.6941 0.4667 0.6941 0.8331
0.831 1.9104 682 0.7001 0.4667 0.7001 0.8367
0.831 1.9160 684 0.6991 0.4758 0.6991 0.8361
0.831 1.9216 686 0.7106 0.4368 0.7106 0.8430
0.831 1.9272 688 0.7377 0.3902 0.7377 0.8589
0.831 1.9328 690 0.7618 0.3378 0.7618 0.8728
0.831 1.9384 692 0.7869 0.2468 0.7869 0.8871
0.831 1.9440 694 0.8206 0.2222 0.8206 0.9059
0.831 1.9496 696 0.8244 0.1667 0.8244 0.9080
0.831 1.9552 698 0.8037 0.1404 0.8037 0.8965
0.831 1.9608 700 0.7873 0.2057 0.7873 0.8873
0.831 1.9664 702 0.7507 0.2057 0.7507 0.8664
0.831 1.9720 704 0.7044 0.3694 0.7044 0.8393
0.831 1.9776 706 0.6918 0.3519 0.6918 0.8318
0.831 1.9832 708 0.6995 0.4667 0.6995 0.8363
0.831 1.9888 710 0.7029 0.4667 0.7029 0.8384
0.831 1.9944 712 0.7051 0.4667 0.7051 0.8397
0.831 2.0 714 0.6951 0.4667 0.6951 0.8337
0.831 2.0056 716 0.6990 0.4667 0.6990 0.8361
0.831 2.0112 718 0.7059 0.4667 0.7059 0.8402
0.831 2.0168 720 0.7028 0.4667 0.7028 0.8383
0.831 2.0224 722 0.6918 0.4141 0.6918 0.8318
0.831 2.0280 724 0.6872 0.3090 0.6872 0.8290
0.831 2.0336 726 0.6900 0.3636 0.6900 0.8306
0.831 2.0392 728 0.7121 0.3077 0.7121 0.8439
0.831 2.0448 730 0.6972 0.3077 0.6972 0.8350
0.831 2.0504 732 0.6735 0.3475 0.6735 0.8207
0.831 2.0560 734 0.6691 0.4413 0.6691 0.8180
0.831 2.0616 736 0.6778 0.5604 0.6778 0.8233
0.831 2.0672 738 0.6771 0.5604 0.6771 0.8229
0.831 2.0728 740 0.6827 0.4560 0.6827 0.8262
0.831 2.0784 742 0.6784 0.4560 0.6784 0.8236
0.831 2.0840 744 0.6665 0.2376 0.6665 0.8164
0.831 2.0896 746 0.6977 0.1212 0.6977 0.8353
0.831 2.0952 748 0.7526 0.1642 0.7526 0.8675
0.831 2.1008 750 0.7554 0.1192 0.7554 0.8691
0.831 2.1064 752 0.7711 0.1806 0.7711 0.8781
0.831 2.1120 754 0.7890 0.1806 0.7890 0.8882
0.831 2.1176 756 0.7459 0.1959 0.7459 0.8637
0.831 2.1232 758 0.6725 0.3241 0.6725 0.8201
0.831 2.1289 760 0.6235 0.4167 0.6235 0.7896
0.831 2.1345 762 0.6043 0.4368 0.6043 0.7774
0.831 2.1401 764 0.6025 0.4836 0.6025 0.7762
0.831 2.1457 766 0.6033 0.4758 0.6033 0.7767
0.831 2.1513 768 0.5893 0.4758 0.5893 0.7676
0.831 2.1569 770 0.5793 0.4758 0.5793 0.7611
0.831 2.1625 772 0.5786 0.4893 0.5786 0.7607
0.831 2.1681 774 0.6043 0.4103 0.6043 0.7774
0.831 2.1737 776 0.6191 0.2724 0.6191 0.7868
0.831 2.1793 778 0.5996 0.4103 0.5996 0.7744
0.831 2.1849 780 0.5997 0.4103 0.5997 0.7744
0.831 2.1905 782 0.5896 0.4296 0.5896 0.7679
0.831 2.1961 784 0.5884 0.4743 0.5884 0.7671
0.831 2.2017 786 0.5766 0.4815 0.5766 0.7594
0.831 2.2073 788 0.5747 0.4815 0.5747 0.7581
0.831 2.2129 790 0.5779 0.5604 0.5779 0.7602
0.831 2.2185 792 0.5690 0.5070 0.5690 0.7543
0.831 2.2241 794 0.5581 0.4893 0.5581 0.7471
0.831 2.2297 796 0.5710 0.4296 0.5710 0.7556
0.831 2.2353 798 0.5648 0.4494 0.5648 0.7515
0.831 2.2409 800 0.5416 0.4494 0.5416 0.7359
0.831 2.2465 802 0.5374 0.5062 0.5374 0.7330
0.831 2.2521 804 0.5780 0.5882 0.5780 0.7602
0.831 2.2577 806 0.6032 0.5882 0.6032 0.7766
0.831 2.2633 808 0.5783 0.5882 0.5783 0.7605
0.831 2.2689 810 0.5412 0.5643 0.5412 0.7356
0.831 2.2745 812 0.5767 0.4085 0.5767 0.7594
0.831 2.2801 814 0.6815 0.4085 0.6815 0.8255
0.831 2.2857 816 0.7529 0.2936 0.7529 0.8677
0.831 2.2913 818 0.7293 0.2936 0.7293 0.8540
0.831 2.2969 820 0.6612 0.3902 0.6612 0.8131
0.831 2.3025 822 0.6411 0.3902 0.6411 0.8007
0.831 2.3081 824 0.5969 0.3902 0.5969 0.7726
0.831 2.3137 826 0.5565 0.4494 0.5565 0.7460
0.831 2.3193 828 0.5492 0.496 0.5492 0.7411
0.831 2.3249 830 0.5444 0.496 0.5444 0.7378
0.831 2.3305 832 0.5610 0.4743 0.5610 0.7490
0.831 2.3361 834 0.5814 0.4296 0.5814 0.7625
0.831 2.3417 836 0.6171 0.3590 0.6171 0.7856
0.831 2.3473 838 0.6426 0.3406 0.6426 0.8016
0.831 2.3529 840 0.6264 0.3590 0.6264 0.7915
0.831 2.3585 842 0.6142 0.4296 0.6142 0.7837
0.831 2.3641 844 0.5625 0.4296 0.5625 0.7500
0.831 2.3697 846 0.5475 0.496 0.5475 0.7399
0.831 2.3754 848 0.5604 0.5182 0.5604 0.7486
0.831 2.3810 850 0.5715 0.5182 0.5715 0.7560
0.831 2.3866 852 0.5803 0.4697 0.5803 0.7618
0.831 2.3922 854 0.5929 0.4494 0.5929 0.7700
0.831 2.3978 856 0.6281 0.3778 0.6281 0.7925
0.831 2.4034 858 0.6550 0.2759 0.6550 0.8093
0.831 2.4090 860 0.6861 0.2759 0.6861 0.8283
0.831 2.4146 862 0.6868 0.2759 0.6868 0.8287
0.831 2.4202 864 0.6416 0.3970 0.6416 0.8010
0.831 2.4258 866 0.6219 0.4697 0.6219 0.7886
0.831 2.4314 868 0.6169 0.4697 0.6169 0.7855
0.831 2.4370 870 0.6172 0.4400 0.6172 0.7856
0.831 2.4426 872 0.6278 0.3438 0.6278 0.7924
0.831 2.4482 874 0.6536 0.2724 0.6536 0.8085
0.831 2.4538 876 0.6590 0.2724 0.6590 0.8118
0.831 2.4594 878 0.6373 0.3077 0.6373 0.7983
0.831 2.4650 880 0.6448 0.2432 0.6448 0.8030
0.831 2.4706 882 0.6970 0.2432 0.6970 0.8348
0.831 2.4762 884 0.7855 0.1806 0.7855 0.8863
0.831 2.4818 886 0.8285 0.24 0.8285 0.9102
0.831 2.4874 888 0.8110 0.2939 0.8110 0.9006
0.831 2.4930 890 0.7426 0.2364 0.7426 0.8618
0.831 2.4986 892 0.6398 0.4085 0.6398 0.7999
0.831 2.5042 894 0.5975 0.4270 0.5975 0.7730
0.831 2.5098 896 0.5843 0.5164 0.5843 0.7644
0.831 2.5154 898 0.5851 0.4726 0.5851 0.7649
0.831 2.5210 900 0.5823 0.4726 0.5823 0.7631
0.831 2.5266 902 0.5803 0.4270 0.5803 0.7617
0.831 2.5322 904 0.6048 0.4270 0.6048 0.7777
0.831 2.5378 906 0.6567 0.3844 0.6567 0.8104
0.831 2.5434 908 0.7036 0.3792 0.7036 0.8388
0.831 2.5490 910 0.6881 0.3226 0.6881 0.8295
0.831 2.5546 912 0.6356 0.3072 0.6356 0.7972
0.831 2.5602 914 0.5943 0.3778 0.5943 0.7709
0.831 2.5658 916 0.5723 0.5182 0.5723 0.7565
0.831 2.5714 918 0.5731 0.5130 0.5731 0.7570
0.831 2.5770 920 0.5775 0.4667 0.5775 0.7599
0.831 2.5826 922 0.5754 0.4667 0.5754 0.7585
0.831 2.5882 924 0.5616 0.5070 0.5616 0.7494
0.831 2.5938 926 0.5609 0.3849 0.5609 0.7489
0.831 2.5994 928 0.5889 0.3984 0.5889 0.7674
0.831 2.6050 930 0.6163 0.3406 0.6163 0.7850
0.831 2.6106 932 0.6652 0.3792 0.6652 0.8156
0.831 2.6162 934 0.7110 0.3746 0.7110 0.8432
0.831 2.6218 936 0.6885 0.4302 0.6885 0.8298
0.831 2.6275 938 0.6186 0.4300 0.6186 0.7865
0.831 2.6331 940 0.5570 0.4296 0.5570 0.7464
0.831 2.6387 942 0.5598 0.4758 0.5598 0.7482
0.831 2.6443 944 0.5990 0.5625 0.5990 0.7739
0.831 2.6499 946 0.6515 0.5625 0.6515 0.8071
0.831 2.6555 948 0.7204 0.4776 0.7204 0.8488
0.831 2.6611 950 0.7167 0.4510 0.7167 0.8466
0.831 2.6667 952 0.7163 0.4510 0.7163 0.8463
0.831 2.6723 954 0.6886 0.4667 0.6886 0.8298
0.831 2.6779 956 0.6769 0.3063 0.6769 0.8227
0.831 2.6835 958 0.6951 0.3058 0.6951 0.8337
0.831 2.6891 960 0.7295 0.1064 0.7295 0.8541
0.831 2.6947 962 0.7566 0.1192 0.7566 0.8698
0.831 2.7003 964 0.7719 0.1192 0.7719 0.8786
0.831 2.7059 966 0.7706 0.1192 0.7706 0.8778
0.831 2.7115 968 0.7598 0.1442 0.7598 0.8716
0.831 2.7171 970 0.7085 0.1404 0.7085 0.8417
0.831 2.7227 972 0.6650 0.2844 0.6650 0.8155
0.831 2.7283 974 0.6501 0.2844 0.6501 0.8063
0.831 2.7339 976 0.6351 0.3694 0.6351 0.7970
0.831 2.7395 978 0.6228 0.3590 0.6228 0.7892
0.831 2.7451 980 0.6142 0.3724 0.6142 0.7837
0.831 2.7507 982 0.6016 0.4390 0.6016 0.7756
0.831 2.7563 984 0.6017 0.4577 0.6017 0.7757
0.831 2.7619 986 0.6064 0.4390 0.6064 0.7787
0.831 2.7675 988 0.6144 0.4390 0.6144 0.7838
0.831 2.7731 990 0.6236 0.4013 0.6236 0.7897
0.831 2.7787 992 0.6364 0.4013 0.6364 0.7977
0.831 2.7843 994 0.6552 0.4013 0.6552 0.8095
0.831 2.7899 996 0.6567 0.4013 0.6567 0.8104
0.831 2.7955 998 0.6449 0.4013 0.6449 0.8030
0.6403 2.8011 1000 0.6361 0.4013 0.6361 0.7975
0.6403 2.8067 1002 0.6393 0.4013 0.6393 0.7995
0.6403 2.8123 1004 0.6460 0.4013 0.6460 0.8037
0.6403 2.8179 1006 0.6632 0.4013 0.6632 0.8144
0.6403 2.8235 1008 0.6754 0.4013 0.6754 0.8218
0.6403 2.8291 1010 0.6854 0.4548 0.6854 0.8279
0.6403 2.8347 1012 0.6801 0.4548 0.6801 0.8247
0.6403 2.8403 1014 0.6807 0.3951 0.6807 0.8251
0.6403 2.8459 1016 0.6642 0.4207 0.6642 0.8150
0.6403 2.8515 1018 0.6797 0.4300 0.6797 0.8244
0.6403 2.8571 1020 0.6758 0.4207 0.6758 0.8221
0.6403 2.8627 1022 0.6529 0.3590 0.6529 0.8080
0.6403 2.8683 1024 0.6435 0.3438 0.6435 0.8022
0.6403 2.8739 1026 0.6410 0.3099 0.6410 0.8006
0.6403 2.8796 1028 0.6455 0.3099 0.6455 0.8034
0.6403 2.8852 1030 0.6441 0.3288 0.6441 0.8025
0.6403 2.8908 1032 0.6462 0.4167 0.6462 0.8039
0.6403 2.8964 1034 0.6512 0.3333 0.6512 0.8070
0.6403 2.9020 1036 0.6619 0.3333 0.6619 0.8136
0.6403 2.9076 1038 0.6754 0.3333 0.6754 0.8218
0.6403 2.9132 1040 0.6927 0.4251 0.6927 0.8323
0.6403 2.9188 1042 0.6959 0.3333 0.6959 0.8342
0.6403 2.9244 1044 0.7038 0.2222 0.7038 0.8390
0.6403 2.9300 1046 0.7135 0.2489 0.7135 0.8447
0.6403 2.9356 1048 0.7182 0.3636 0.7182 0.8474
0.6403 2.9412 1050 0.7070 0.3475 0.7070 0.8408
0.6403 2.9468 1052 0.6984 0.3475 0.6984 0.8357
0.6403 2.9524 1054 0.7050 0.3636 0.7050 0.8397
0.6403 2.9580 1056 0.7145 0.3636 0.7145 0.8453
0.6403 2.9636 1058 0.7379 0.3415 0.7379 0.8590
0.6403 2.9692 1060 0.7422 0.3092 0.7422 0.8615
0.6403 2.9748 1062 0.7192 0.3778 0.7192 0.8480
0.6403 2.9804 1064 0.6910 0.4292 0.6910 0.8313
0.6403 2.9860 1066 0.6911 0.3333 0.6911 0.8313
0.6403 2.9916 1068 0.6944 0.3575 0.6944 0.8333
0.6403 2.9972 1070 0.6804 0.4413 0.6804 0.8248
0.6403 3.0028 1072 0.6828 0.4400 0.6828 0.8263
0.6403 3.0084 1074 0.7012 0.3984 0.7012 0.8374
0.6403 3.0140 1076 0.7446 0.3072 0.7446 0.8629
0.6403 3.0196 1078 0.7701 0.2774 0.7701 0.8775
0.6403 3.0252 1080 0.7887 0.2774 0.7887 0.8881
0.6403 3.0308 1082 0.7651 0.3072 0.7651 0.8747
0.6403 3.0364 1084 0.7128 0.4103 0.7128 0.8443
0.6403 3.0420 1086 0.6600 0.496 0.6600 0.8124
0.6403 3.0476 1088 0.6315 0.4522 0.6315 0.7946
0.6403 3.0532 1090 0.6178 0.4522 0.6178 0.7860
0.6403 3.0588 1092 0.6049 0.4758 0.6049 0.7777
0.6403 3.0644 1094 0.6025 0.4667 0.6025 0.7762
0.6403 3.0700 1096 0.5985 0.4667 0.5985 0.7737
0.6403 3.0756 1098 0.5977 0.4758 0.5977 0.7731
0.6403 3.0812 1100 0.5862 0.4836 0.5862 0.7656
0.6403 3.0868 1102 0.5794 0.4836 0.5794 0.7612
0.6403 3.0924 1104 0.5858 0.4085 0.5858 0.7654
0.6403 3.0980 1106 0.6201 0.4186 0.6201 0.7875
0.6403 3.1036 1108 0.6103 0.4186 0.6103 0.7812
0.6403 3.1092 1110 0.5778 0.4085 0.5778 0.7602
0.6403 3.1148 1112 0.5648 0.4836 0.5648 0.7515
0.6403 3.1204 1114 0.5679 0.4836 0.5679 0.7536
0.6403 3.1261 1116 0.5762 0.4697 0.5762 0.7591
0.6403 3.1317 1118 0.5775 0.4697 0.5775 0.7599
0.6403 3.1373 1120 0.5688 0.5374 0.5688 0.7542
0.6403 3.1429 1122 0.5647 0.5000 0.5647 0.7515
0.6403 3.1485 1124 0.5642 0.5000 0.5642 0.7512
0.6403 3.1541 1126 0.5653 0.5374 0.5653 0.7519
0.6403 3.1597 1128 0.5700 0.5333 0.5700 0.7550
0.6403 3.1653 1130 0.5875 0.4928 0.5875 0.7665
0.6403 3.1709 1132 0.6016 0.5882 0.6016 0.7756
0.6403 3.1765 1134 0.5973 0.5333 0.5973 0.7729
0.6403 3.1821 1136 0.5931 0.4815 0.5931 0.7701
0.6403 3.1877 1138 0.5989 0.4815 0.5989 0.7739
0.6403 3.1933 1140 0.6117 0.3927 0.6117 0.7821
0.6403 3.1989 1142 0.6253 0.3063 0.6253 0.7908
0.6403 3.2045 1144 0.6301 0.3063 0.6301 0.7938
0.6403 3.2101 1146 0.6213 0.3063 0.6213 0.7882
0.6403 3.2157 1148 0.6145 0.3927 0.6145 0.7839
0.6403 3.2213 1150 0.6029 0.4815 0.6029 0.7765
0.6403 3.2269 1152 0.5896 0.4815 0.5896 0.7679
0.6403 3.2325 1154 0.5759 0.4815 0.5759 0.7589
0.6403 3.2381 1156 0.5748 0.4815 0.5748 0.7582
0.6403 3.2437 1158 0.5655 0.4815 0.5655 0.7520
0.6403 3.2493 1160 0.5605 0.4815 0.5605 0.7487
0.6403 3.2549 1162 0.5590 0.4068 0.5590 0.7477
0.6403 3.2605 1164 0.5519 0.4893 0.5519 0.7429
0.6403 3.2661 1166 0.5532 0.4815 0.5532 0.7438
0.6403 3.2717 1168 0.5520 0.4893 0.5520 0.7430
0.6403 3.2773 1170 0.5513 0.4893 0.5513 0.7425
0.6403 3.2829 1172 0.5479 0.4893 0.5479 0.7402
0.6403 3.2885 1174 0.5595 0.4400 0.5595 0.7480
0.6403 3.2941 1176 0.5775 0.4400 0.5775 0.7600
0.6403 3.2997 1178 0.5964 0.3590 0.5964 0.7723
0.6403 3.3053 1180 0.6261 0.3241 0.6261 0.7913
0.6403 3.3109 1182 0.6176 0.3241 0.6176 0.7859
0.6403 3.3165 1184 0.5901 0.4296 0.5901 0.7682
0.6403 3.3221 1186 0.5806 0.4815 0.5806 0.7620
0.6403 3.3277 1188 0.6043 0.4815 0.6043 0.7774
0.6403 3.3333 1190 0.6211 0.5728 0.6211 0.7881
0.6403 3.3389 1192 0.6325 0.4667 0.6325 0.7953
0.6403 3.3445 1194 0.6453 0.4510 0.6453 0.8033
0.6403 3.3501 1196 0.6280 0.4928 0.6280 0.7925
0.6403 3.3557 1198 0.5931 0.5728 0.5931 0.7702
0.6403 3.3613 1200 0.5758 0.5728 0.5758 0.7588
0.6403 3.3669 1202 0.5689 0.4815 0.5689 0.7542
0.6403 3.3725 1204 0.5653 0.3694 0.5653 0.7518
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0.4997 5.0140 1790 0.5418 0.3844 0.5418 0.7360
0.4997 5.0196 1792 0.5277 0.5267 0.5277 0.7264
0.4997 5.0252 1794 0.5193 0.5441 0.5193 0.7206
0.4997 5.0308 1796 0.5244 0.5991 0.5244 0.7241
0.4997 5.0364 1798 0.5377 0.6280 0.5377 0.7333
0.4997 5.0420 1800 0.5566 0.5882 0.5566 0.7461
0.4997 5.0476 1802 0.5753 0.5882 0.5753 0.7585
0.4997 5.0532 1804 0.5903 0.6169 0.5903 0.7683
0.4997 5.0588 1806 0.5740 0.5882 0.5740 0.7576
0.4997 5.0644 1808 0.5520 0.6 0.5520 0.7430
0.4997 5.0700 1810 0.5471 0.5728 0.5471 0.7396
0.4997 5.0756 1812 0.5566 0.3784 0.5566 0.7460
0.4997 5.0812 1814 0.5691 0.3549 0.5691 0.7544
0.4997 5.0868 1816 0.5705 0.3549 0.5705 0.7553
0.4997 5.0924 1818 0.5582 0.3784 0.5582 0.7472
0.4997 5.0980 1820 0.5527 0.4566 0.5527 0.7434
0.4997 5.1036 1822 0.5559 0.5604 0.5559 0.7456
0.4997 5.1092 1824 0.5712 0.5882 0.5712 0.7558
0.4997 5.1148 1826 0.5767 0.5882 0.5767 0.7594
0.4997 5.1204 1828 0.5715 0.5882 0.5715 0.7560
0.4997 5.1261 1830 0.5556 0.5882 0.5556 0.7454
0.4997 5.1317 1832 0.5472 0.5604 0.5472 0.7397
0.4997 5.1373 1834 0.5424 0.5333 0.5424 0.7364
0.4997 5.1429 1836 0.5432 0.5604 0.5432 0.7370
0.4997 5.1485 1838 0.5530 0.5882 0.5530 0.7437
0.4997 5.1541 1840 0.5517 0.5882 0.5517 0.7427
0.4997 5.1597 1842 0.5452 0.5882 0.5452 0.7384
0.4997 5.1653 1844 0.5390 0.5604 0.5390 0.7342
0.4997 5.1709 1846 0.5303 0.5604 0.5303 0.7282
0.4997 5.1765 1848 0.5274 0.5739 0.5274 0.7262
0.4997 5.1821 1850 0.5288 0.5749 0.5288 0.7272
0.4997 5.1877 1852 0.5307 0.496 0.5307 0.7285
0.4997 5.1933 1854 0.5273 0.5410 0.5273 0.7261
0.4997 5.1989 1856 0.5268 0.5882 0.5268 0.7258
0.4997 5.2045 1858 0.5353 0.5882 0.5353 0.7316
0.4997 5.2101 1860 0.5307 0.5882 0.5307 0.7285
0.4997 5.2157 1862 0.5245 0.5294 0.5245 0.7243
0.4997 5.2213 1864 0.5218 0.4904 0.5218 0.7224
0.4997 5.2269 1866 0.5314 0.5267 0.5314 0.7289
0.4997 5.2325 1868 0.5424 0.4577 0.5424 0.7365
0.4997 5.2381 1870 0.5580 0.4186 0.5580 0.7470
0.4997 5.2437 1872 0.5536 0.4577 0.5536 0.7440
0.4997 5.2493 1874 0.5466 0.5227 0.5466 0.7393
0.4997 5.2549 1876 0.5570 0.5000 0.5570 0.7463
0.4997 5.2605 1878 0.5985 0.5604 0.5985 0.7736
0.4997 5.2661 1880 0.6469 0.6465 0.6469 0.8043
0.4997 5.2717 1882 0.6824 0.4896 0.6824 0.8261
0.4997 5.2773 1884 0.6855 0.4896 0.6855 0.8279
0.4997 5.2829 1886 0.6658 0.6465 0.6658 0.8160
0.4997 5.2885 1888 0.6459 0.6169 0.6459 0.8037
0.4997 5.2941 1890 0.6279 0.5604 0.6279 0.7924
0.4997 5.2997 1892 0.6195 0.5070 0.6195 0.7871
0.4997 5.3053 1894 0.6243 0.5070 0.6243 0.7901
0.4997 5.3109 1896 0.6294 0.2703 0.6294 0.7933
0.4997 5.3165 1898 0.6315 0.2391 0.6315 0.7947
0.4997 5.3221 1900 0.6405 0.2222 0.6405 0.8003
0.4997 5.3277 1902 0.6577 0.2432 0.6577 0.8110
0.4997 5.3333 1904 0.6739 0.2620 0.6739 0.8209
0.4997 5.3389 1906 0.6813 0.2620 0.6813 0.8254
0.4997 5.3445 1908 0.6665 0.3553 0.6665 0.8164
0.4997 5.3501 1910 0.6460 0.3592 0.6460 0.8037
0.4997 5.3557 1912 0.6345 0.4167 0.6345 0.7966
0.4997 5.3613 1914 0.6304 0.4574 0.6304 0.7940
0.4997 5.3669 1916 0.6250 0.4784 0.6250 0.7906
0.4997 5.3725 1918 0.6142 0.4784 0.6142 0.7837
0.4997 5.3782 1920 0.6003 0.5116 0.6003 0.7748
0.4997 5.3838 1922 0.5882 0.4167 0.5882 0.7670
0.4997 5.3894 1924 0.5811 0.4270 0.5811 0.7623
0.4997 5.3950 1926 0.5764 0.4270 0.5764 0.7592
0.4997 5.4006 1928 0.5768 0.4270 0.5768 0.7594
0.4997 5.4062 1930 0.5857 0.4362 0.5857 0.7653
0.4997 5.4118 1932 0.6012 0.4186 0.6012 0.7754
0.4997 5.4174 1934 0.6010 0.4186 0.6010 0.7752
0.4997 5.4230 1936 0.5971 0.4186 0.5971 0.7727
0.4997 5.4286 1938 0.5907 0.4186 0.5907 0.7686
0.4997 5.4342 1940 0.5840 0.4362 0.5840 0.7642
0.4997 5.4398 1942 0.5786 0.4362 0.5786 0.7607
0.4997 5.4454 1944 0.5728 0.4270 0.5728 0.7568
0.4997 5.4510 1946 0.5677 0.4697 0.5677 0.7534
0.4997 5.4566 1948 0.5676 0.4904 0.5676 0.7534
0.4997 5.4622 1950 0.5699 0.4836 0.5699 0.7549
0.4997 5.4678 1952 0.5688 0.4697 0.5688 0.7542
0.4997 5.4734 1954 0.5672 0.4697 0.5672 0.7531
0.4997 5.4790 1956 0.5666 0.4270 0.5666 0.7528
0.4997 5.4846 1958 0.5719 0.4362 0.5719 0.7562
0.4997 5.4902 1960 0.5781 0.4362 0.5781 0.7603
0.4997 5.4958 1962 0.5869 0.4362 0.5869 0.7661
0.4997 5.5014 1964 0.5865 0.3721 0.5865 0.7659
0.4997 5.5070 1966 0.5835 0.3721 0.5835 0.7639
0.4997 5.5126 1968 0.5841 0.3721 0.5841 0.7643
0.4997 5.5182 1970 0.5732 0.4362 0.5732 0.7571
0.4997 5.5238 1972 0.5686 0.4362 0.5686 0.7540
0.4997 5.5294 1974 0.5584 0.4362 0.5584 0.7472
0.4997 5.5350 1976 0.5539 0.4697 0.5539 0.7442
0.4997 5.5406 1978 0.5509 0.4697 0.5509 0.7422
0.4997 5.5462 1980 0.5493 0.4697 0.5493 0.7412
0.4997 5.5518 1982 0.5497 0.4697 0.5497 0.7414
0.4997 5.5574 1984 0.5567 0.4697 0.5567 0.7461
0.4997 5.5630 1986 0.5681 0.4270 0.5681 0.7537
0.4997 5.5686 1988 0.5857 0.3553 0.5857 0.7653
0.4997 5.5742 1990 0.5988 0.2594 0.5988 0.7738
0.4997 5.5798 1992 0.6008 0.3077 0.6008 0.7751
0.4997 5.5854 1994 0.6080 0.3077 0.6080 0.7797
0.4997 5.5910 1996 0.6125 0.4893 0.6125 0.7826
0.4997 5.5966 1998 0.6136 0.6 0.6136 0.7834
0.427 5.6022 2000 0.6202 0.4510 0.6202 0.7875
0.427 5.6078 2002 0.6392 0.4776 0.6392 0.7995
0.427 5.6134 2004 0.6605 0.4776 0.6605 0.8127
0.427 5.6190 2006 0.6608 0.4776 0.6608 0.8129
0.427 5.6246 2008 0.6441 0.4776 0.6441 0.8026
0.427 5.6303 2010 0.6212 0.4776 0.6212 0.7882
0.427 5.6359 2012 0.6030 0.4862 0.6030 0.7765
0.427 5.6415 2014 0.5932 0.5000 0.5932 0.7702
0.427 5.6471 2016 0.5960 0.3831 0.5960 0.7720
0.427 5.6527 2018 0.6077 0.4270 0.6077 0.7795
0.427 5.6583 2020 0.6139 0.4270 0.6139 0.7835
0.427 5.6639 2022 0.6210 0.4362 0.6210 0.7880
0.427 5.6695 2024 0.6213 0.4362 0.6213 0.7882
0.427 5.6751 2026 0.6148 0.3592 0.6148 0.7841
0.427 5.6807 2028 0.6159 0.3259 0.6159 0.7848
0.427 5.6863 2030 0.6247 0.3259 0.6247 0.7904
0.427 5.6919 2032 0.6201 0.4068 0.6201 0.7875
0.427 5.6975 2034 0.6181 0.4068 0.6181 0.7862
0.427 5.7031 2036 0.6154 0.4068 0.6154 0.7845
0.427 5.7087 2038 0.6072 0.4068 0.6072 0.7792
0.427 5.7143 2040 0.5940 0.5130 0.5940 0.7707
0.427 5.7199 2042 0.5865 0.5882 0.5865 0.7658
0.427 5.7255 2044 0.5838 0.5882 0.5838 0.7641
0.427 5.7311 2046 0.5748 0.5882 0.5748 0.7581
0.427 5.7367 2048 0.5654 0.625 0.5654 0.7519
0.427 5.7423 2050 0.5651 0.5374 0.5651 0.7517
0.427 5.7479 2052 0.5819 0.3553 0.5819 0.7628
0.427 5.7535 2054 0.6066 0.3388 0.6066 0.7789
0.427 5.7591 2056 0.6200 0.3951 0.6200 0.7874
0.427 5.7647 2058 0.6170 0.3951 0.6170 0.7855
0.427 5.7703 2060 0.5937 0.3721 0.5937 0.7705
0.427 5.7759 2062 0.5720 0.4362 0.5720 0.7563
0.427 5.7815 2064 0.5520 0.5000 0.5520 0.7430
0.427 5.7871 2066 0.5479 0.5882 0.5479 0.7402
0.427 5.7927 2068 0.5727 0.5116 0.5727 0.7568
0.427 5.7983 2070 0.6029 0.5333 0.6029 0.7765
0.427 5.8039 2072 0.6102 0.5333 0.6102 0.7811
0.427 5.8095 2074 0.5986 0.5377 0.5986 0.7737
0.427 5.8151 2076 0.5725 0.5116 0.5725 0.7566
0.427 5.8207 2078 0.5528 0.5882 0.5528 0.7435
0.427 5.8263 2080 0.5436 0.5882 0.5436 0.7373
0.427 5.8319 2082 0.5624 0.4362 0.5624 0.7499
0.427 5.8375 2084 0.5856 0.4277 0.5856 0.7653
0.427 5.8431 2086 0.6162 0.3951 0.6162 0.7850
0.427 5.8487 2088 0.6573 0.3951 0.6573 0.8107
0.427 5.8543 2090 0.7000 0.3212 0.7000 0.8367
0.427 5.8599 2092 0.7143 0.3212 0.7143 0.8452
0.427 5.8655 2094 0.7030 0.3212 0.7030 0.8385
0.427 5.8711 2096 0.6620 0.3364 0.6620 0.8137
0.427 5.8768 2098 0.6034 0.3951 0.6034 0.7768
0.427 5.8824 2100 0.5584 0.4717 0.5584 0.7473
0.427 5.8880 2102 0.5398 0.4717 0.5398 0.7347
0.427 5.8936 2104 0.5358 0.4186 0.5358 0.7320
0.427 5.8992 2106 0.5295 0.4186 0.5295 0.7277
0.427 5.9048 2108 0.5258 0.4186 0.5258 0.7251
0.427 5.9104 2110 0.5290 0.4186 0.5290 0.7273
0.427 5.9160 2112 0.5396 0.4186 0.5396 0.7346
0.427 5.9216 2114 0.5487 0.4186 0.5487 0.7408
0.427 5.9272 2116 0.5610 0.4717 0.5610 0.7490
0.427 5.9328 2118 0.5749 0.3951 0.5749 0.7582
0.427 5.9384 2120 0.5752 0.3951 0.5752 0.7584
0.427 5.9440 2122 0.5901 0.3951 0.5901 0.7682
0.427 5.9496 2124 0.5929 0.3951 0.5929 0.7700
0.427 5.9552 2126 0.5979 0.3951 0.5979 0.7732
0.427 5.9608 2128 0.5968 0.3951 0.5968 0.7725
0.427 5.9664 2130 0.5830 0.4548 0.5830 0.7635
0.427 5.9720 2132 0.5636 0.4186 0.5636 0.7507
0.427 5.9776 2134 0.5565 0.4270 0.5565 0.7460
0.427 5.9832 2136 0.5486 0.4270 0.5486 0.7407
0.427 5.9888 2138 0.5493 0.5130 0.5493 0.7412
0.427 5.9944 2140 0.5544 0.5374 0.5544 0.7446
0.427 6.0 2142 0.5587 0.5374 0.5587 0.7475
0.427 6.0056 2144 0.5656 0.5130 0.5656 0.7520
0.427 6.0112 2146 0.5823 0.4167 0.5823 0.7631
0.427 6.0168 2148 0.5937 0.4167 0.5937 0.7705
0.427 6.0224 2150 0.5976 0.4167 0.5976 0.7731
0.427 6.0280 2152 0.5949 0.5130 0.5949 0.7713
0.427 6.0336 2154 0.5913 0.5374 0.5913 0.7689
0.427 6.0392 2156 0.5955 0.5374 0.5955 0.7717
0.427 6.0448 2158 0.6004 0.5374 0.6004 0.7749
0.427 6.0504 2160 0.6017 0.5374 0.6017 0.7757
0.427 6.0560 2162 0.6045 0.625 0.6045 0.7775
0.427 6.0616 2164 0.6013 0.5374 0.6013 0.7754
0.427 6.0672 2166 0.5954 0.5374 0.5954 0.7716
0.427 6.0728 2168 0.5919 0.5130 0.5919 0.7694
0.427 6.0784 2170 0.5983 0.5130 0.5983 0.7735
0.427 6.0840 2172 0.6153 0.4167 0.6153 0.7844
0.427 6.0896 2174 0.6256 0.3259 0.6256 0.7909
0.427 6.0952 2176 0.6350 0.2391 0.6350 0.7969
0.427 6.1008 2178 0.6323 0.2391 0.6323 0.7952
0.427 6.1064 2180 0.6148 0.2703 0.6148 0.7841
0.427 6.1120 2182 0.5960 0.3058 0.5960 0.7720
0.427 6.1176 2184 0.5865 0.3058 0.5865 0.7658
0.427 6.1232 2186 0.5879 0.2594 0.5879 0.7668
0.427 6.1289 2188 0.5891 0.4013 0.5891 0.7675
0.427 6.1345 2190 0.5834 0.4013 0.5834 0.7638
0.427 6.1401 2192 0.5738 0.4085 0.5738 0.7575
0.427 6.1457 2194 0.5568 0.4697 0.5568 0.7462
0.427 6.1513 2196 0.5453 0.5374 0.5453 0.7384
0.427 6.1569 2198 0.5414 0.5374 0.5414 0.7358
0.427 6.1625 2200 0.5403 0.625 0.5403 0.7350
0.427 6.1681 2202 0.5397 0.625 0.5397 0.7347
0.427 6.1737 2204 0.5373 0.625 0.5373 0.7330
0.427 6.1793 2206 0.5345 0.5882 0.5345 0.7311
0.427 6.1849 2208 0.5308 0.625 0.5308 0.7285
0.427 6.1905 2210 0.5282 0.6224 0.5282 0.7268
0.427 6.1961 2212 0.5312 0.4270 0.5312 0.7288
0.427 6.2017 2214 0.5392 0.4085 0.5392 0.7343
0.427 6.2073 2216 0.5475 0.3553 0.5475 0.7399
0.427 6.2129 2218 0.5478 0.3553 0.5478 0.7401
0.427 6.2185 2220 0.5398 0.3553 0.5398 0.7347
0.427 6.2241 2222 0.5338 0.4085 0.5338 0.7306
0.427 6.2297 2224 0.5328 0.4270 0.5328 0.7299
0.427 6.2353 2226 0.5385 0.4460 0.5385 0.7338
0.427 6.2409 2228 0.5425 0.4615 0.5425 0.7365
0.427 6.2465 2230 0.5452 0.4615 0.5452 0.7384
0.427 6.2521 2232 0.5432 0.4270 0.5432 0.7370
0.427 6.2577 2234 0.5436 0.4832 0.5436 0.7373
0.427 6.2633 2236 0.5437 0.4832 0.5437 0.7374
0.427 6.2689 2238 0.5505 0.4889 0.5505 0.7419
0.427 6.2745 2240 0.5586 0.4112 0.5586 0.7474
0.427 6.2801 2242 0.5655 0.4112 0.5655 0.7520
0.427 6.2857 2244 0.5638 0.4112 0.5638 0.7508
0.427 6.2913 2246 0.5537 0.4112 0.5537 0.7441
0.427 6.2969 2248 0.5487 0.4277 0.5487 0.7407
0.427 6.3025 2250 0.5465 0.5064 0.5465 0.7393
0.427 6.3081 2252 0.5473 0.5064 0.5473 0.7398
0.427 6.3137 2254 0.5537 0.5064 0.5537 0.7441
0.427 6.3193 2256 0.5565 0.5064 0.5565 0.7460
0.427 6.3249 2258 0.5565 0.5064 0.5565 0.7460
0.427 6.3305 2260 0.5522 0.5064 0.5522 0.7431
0.427 6.3361 2262 0.5512 0.6084 0.5512 0.7424
0.427 6.3417 2264 0.5530 0.6097 0.5530 0.7437
0.427 6.3473 2266 0.5522 0.6397 0.5522 0.7431
0.427 6.3529 2268 0.5526 0.5492 0.5526 0.7433
0.427 6.3585 2270 0.5589 0.4889 0.5589 0.7476
0.427 6.3641 2272 0.5802 0.4112 0.5802 0.7617
0.427 6.3697 2274 0.6058 0.3951 0.6058 0.7783
0.427 6.3754 2276 0.6221 0.3951 0.6221 0.7887
0.427 6.3810 2278 0.6375 0.3951 0.6375 0.7984
0.427 6.3866 2280 0.6482 0.3951 0.6482 0.8051
0.427 6.3922 2282 0.6382 0.3951 0.6382 0.7989
0.427 6.3978 2284 0.6197 0.3951 0.6197 0.7872
0.427 6.4034 2286 0.5893 0.3951 0.5893 0.7676
0.427 6.4090 2288 0.5676 0.4112 0.5676 0.7534
0.427 6.4146 2290 0.5517 0.4717 0.5517 0.7427
0.427 6.4202 2292 0.5455 0.4717 0.5455 0.7386
0.427 6.4258 2294 0.5391 0.4717 0.5391 0.7342
0.427 6.4314 2296 0.5360 0.5492 0.5360 0.7321
0.427 6.4370 2298 0.5374 0.5659 0.5374 0.7331
0.427 6.4426 2300 0.5437 0.5532 0.5437 0.7374
0.427 6.4482 2302 0.5519 0.5532 0.5519 0.7429
0.427 6.4538 2304 0.5589 0.5532 0.5589 0.7476
0.427 6.4594 2306 0.5542 0.5532 0.5542 0.7444
0.427 6.4650 2308 0.5553 0.5556 0.5553 0.7452
0.427 6.4706 2310 0.5580 0.5333 0.5580 0.7470
0.427 6.4762 2312 0.5598 0.5333 0.5598 0.7482
0.427 6.4818 2314 0.5567 0.5116 0.5567 0.7461
0.427 6.4874 2316 0.5555 0.4542 0.5555 0.7453
0.427 6.4930 2318 0.5594 0.4832 0.5594 0.7480
0.427 6.4986 2320 0.5802 0.4717 0.5802 0.7617
0.427 6.5042 2322 0.6191 0.4717 0.6191 0.7868
0.427 6.5098 2324 0.6794 0.4717 0.6794 0.8243
0.427 6.5154 2326 0.7029 0.4112 0.7029 0.8384
0.427 6.5210 2328 0.6972 0.4717 0.6972 0.8350
0.427 6.5266 2330 0.6655 0.4717 0.6655 0.8158
0.427 6.5322 2332 0.6369 0.4717 0.6369 0.7981
0.427 6.5378 2334 0.6127 0.4717 0.6127 0.7827
0.427 6.5434 2336 0.5768 0.4717 0.5768 0.7595
0.427 6.5490 2338 0.5469 0.4769 0.5469 0.7395
0.427 6.5546 2340 0.5351 0.4368 0.5351 0.7315
0.427 6.5602 2342 0.5350 0.5116 0.5350 0.7314
0.427 6.5658 2344 0.5413 0.5294 0.5413 0.7357
0.427 6.5714 2346 0.5454 0.5294 0.5454 0.7385
0.427 6.5770 2348 0.5445 0.5294 0.5445 0.7379
0.427 6.5826 2350 0.5406 0.5294 0.5406 0.7353
0.427 6.5882 2352 0.5343 0.4262 0.5343 0.7310
0.427 6.5938 2354 0.5390 0.4049 0.5390 0.7342
0.427 6.5994 2356 0.5498 0.4494 0.5498 0.7415
0.427 6.6050 2358 0.5613 0.3778 0.5613 0.7492
0.427 6.6106 2360 0.5726 0.4390 0.5726 0.7567
0.427 6.6162 2362 0.5882 0.4390 0.5882 0.7669
0.427 6.6218 2364 0.6024 0.4474 0.6024 0.7762
0.427 6.6275 2366 0.6176 0.4112 0.6176 0.7859
0.427 6.6331 2368 0.6277 0.3553 0.6277 0.7923
0.427 6.6387 2370 0.6389 0.3553 0.6389 0.7993
0.427 6.6443 2372 0.6444 0.3553 0.6444 0.8027
0.427 6.6499 2374 0.6337 0.3415 0.6337 0.7960
0.427 6.6555 2376 0.6166 0.3099 0.6166 0.7852
0.427 6.6611 2378 0.6073 0.3636 0.6073 0.7793
0.427 6.6667 2380 0.6046 0.3636 0.6046 0.7776
0.427 6.6723 2382 0.6042 0.3274 0.6042 0.7773
0.427 6.6779 2384 0.6086 0.3415 0.6086 0.7802
0.427 6.6835 2386 0.6181 0.3415 0.6181 0.7862
0.427 6.6891 2388 0.6276 0.4112 0.6276 0.7922
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0.2785 9.9552 3554 0.4928 0.5116 0.4928 0.7020
0.2785 9.9608 3556 0.4928 0.5116 0.4928 0.7020
0.2785 9.9664 3558 0.4928 0.5116 0.4928 0.7020
0.2785 9.9720 3560 0.4928 0.5116 0.4928 0.7020
0.2785 9.9776 3562 0.4928 0.5116 0.4928 0.7020
0.2785 9.9832 3564 0.4928 0.5116 0.4928 0.7020
0.2785 9.9888 3566 0.4928 0.5116 0.4928 0.7020
0.2785 9.9944 3568 0.4928 0.5116 0.4928 0.7020
0.2785 10.0 3570 0.4928 0.5116 0.4928 0.7020

Framework versions

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