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metadata
library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: arabert_augmented_with_original_k30_organization_task1_fold0
    results: []

arabert_augmented_with_original_k30_organization_task1_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: 0.7315
  • Qwk: 0.6875
  • Mse: 0.7315
  • Rmse: 0.8553

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 0.0063 2 3.7123 -0.0075 3.7123 1.9267
No log 0.0125 4 2.1441 0.0 2.1441 1.4643
No log 0.0188 6 1.6740 0.2380 1.6740 1.2939
No log 0.0251 8 1.5265 0.2523 1.5265 1.2355
No log 0.0313 10 1.3375 0.1582 1.3375 1.1565
No log 0.0376 12 1.3373 0.0742 1.3373 1.1564
No log 0.0439 14 1.3657 0.0742 1.3657 1.1686
No log 0.0502 16 1.2731 0.0742 1.2731 1.1283
No log 0.0564 18 1.2374 0.0742 1.2374 1.1124
No log 0.0627 20 1.2791 0.1139 1.2791 1.1310
No log 0.0690 22 1.3216 0.0742 1.3216 1.1496
No log 0.0752 24 1.3119 0.0742 1.3119 1.1454
No log 0.0815 26 1.3142 0.0742 1.3142 1.1464
No log 0.0878 28 1.3130 0.0742 1.3130 1.1459
No log 0.0940 30 1.3853 0.1876 1.3853 1.1770
No log 0.1003 32 1.6917 0.2380 1.6917 1.3006
No log 0.1066 34 1.6434 0.2380 1.6434 1.2819
No log 0.1129 36 1.4918 0.2236 1.4918 1.2214
No log 0.1191 38 1.3958 0.1876 1.3958 1.1814
No log 0.1254 40 1.3139 0.0742 1.3139 1.1463
No log 0.1317 42 1.3474 0.0742 1.3474 1.1608
No log 0.1379 44 1.3655 0.1414 1.3655 1.1685
No log 0.1442 46 1.2860 0.2786 1.2860 1.1340
No log 0.1505 48 1.3305 0.2380 1.3305 1.1535
No log 0.1567 50 1.3476 0.2380 1.3476 1.1609
No log 0.1630 52 1.2939 0.2380 1.2939 1.1375
No log 0.1693 54 1.2745 0.2282 1.2745 1.1289
No log 0.1755 56 1.4230 0.1582 1.4230 1.1929
No log 0.1818 58 1.4431 0.0950 1.4431 1.2013
No log 0.1881 60 1.4079 0.0950 1.4079 1.1865
No log 0.1944 62 1.4533 0.1139 1.4533 1.2055
No log 0.2006 64 1.4945 0.1736 1.4945 1.2225
No log 0.2069 66 1.5169 0.1736 1.5169 1.2316
No log 0.2132 68 1.5735 0.0950 1.5735 1.2544
No log 0.2194 70 1.6499 0.0742 1.6499 1.2845
No log 0.2257 72 1.6470 0.0 1.6470 1.2834
No log 0.2320 74 1.6263 0.0 1.6263 1.2753
No log 0.2382 76 1.6207 0.0 1.6207 1.2731
No log 0.2445 78 1.6816 0.0 1.6816 1.2967
No log 0.2508 80 1.7440 -0.1206 1.7440 1.3206
No log 0.2571 82 1.7413 -0.1206 1.7413 1.3196
No log 0.2633 84 1.6562 0.0742 1.6562 1.2869
No log 0.2696 86 1.5194 0.0950 1.5194 1.2327
No log 0.2759 88 1.4669 0.1312 1.4669 1.2112
No log 0.2821 90 1.4604 0.2006 1.4604 1.2085
No log 0.2884 92 1.4132 0.1139 1.4132 1.1888
No log 0.2947 94 1.3835 0.0255 1.3835 1.1762
No log 0.3009 96 1.3789 0.0255 1.3789 1.1742
No log 0.3072 98 1.3695 0.0255 1.3695 1.1703
No log 0.3135 100 1.3336 0.0255 1.3336 1.1548
No log 0.3197 102 1.3061 0.0255 1.3061 1.1428
No log 0.3260 104 1.2471 0.0255 1.2471 1.1167
No log 0.3323 106 1.2422 0.0486 1.2422 1.1145
No log 0.3386 108 1.3297 0.0255 1.3297 1.1531
No log 0.3448 110 1.2911 0.0486 1.2911 1.1363
No log 0.3511 112 1.2180 0.0486 1.2180 1.1036
No log 0.3574 114 1.1541 0.2006 1.1541 1.0743
No log 0.3636 116 1.1987 0.1876 1.1987 1.0948
No log 0.3699 118 1.1783 0.2006 1.1783 1.0855
No log 0.3762 120 1.1381 0.2125 1.1381 1.0668
No log 0.3824 122 1.1477 0.2125 1.1477 1.0713
No log 0.3887 124 1.0917 0.2125 1.0917 1.0448
No log 0.3950 126 1.0515 0.2125 1.0515 1.0254
No log 0.4013 128 1.0287 0.2338 1.0287 1.0142
No log 0.4075 130 1.0290 0.2770 1.0290 1.0144
No log 0.4138 132 1.0261 0.2597 1.0261 1.0130
No log 0.4201 134 1.0249 0.2072 1.0249 1.0124
No log 0.4263 136 1.0351 0.2072 1.0351 1.0174
No log 0.4326 138 1.0092 0.2464 1.0092 1.0046
No log 0.4389 140 1.0308 0.2381 1.0308 1.0153
No log 0.4451 142 1.1282 0.3056 1.1282 1.0622
No log 0.4514 144 1.1933 0.3035 1.1933 1.0924
No log 0.4577 146 1.2376 0.1736 1.2376 1.1125
No log 0.4639 148 1.1722 0.2885 1.1722 1.0827
No log 0.4702 150 0.9978 0.2772 0.9978 0.9989
No log 0.4765 152 0.9022 0.3796 0.9022 0.9498
No log 0.4828 154 1.0109 0.3686 1.0109 1.0054
No log 0.4890 156 1.2068 0.0696 1.2068 1.0986
No log 0.4953 158 1.3293 0.0488 1.3293 1.1529
No log 0.5016 160 1.2069 0.0696 1.2069 1.0986
No log 0.5078 162 1.1092 0.0696 1.1092 1.0532
No log 0.5141 164 1.0610 0.1064 1.0610 1.0301
No log 0.5204 166 1.0593 0.1064 1.0593 1.0292
No log 0.5266 168 1.0575 0.3035 1.0575 1.0283
No log 0.5329 170 1.0495 0.2958 1.0495 1.0245
No log 0.5392 172 1.0344 0.2396 1.0344 1.0171
No log 0.5455 174 1.0397 0.1736 1.0397 1.0197
No log 0.5517 176 1.0745 0.0486 1.0745 1.0366
No log 0.5580 178 1.1488 0.0 1.1488 1.0718
No log 0.5643 180 1.1912 0.0 1.1912 1.0914
No log 0.5705 182 1.1454 0.0486 1.1454 1.0702
No log 0.5768 184 1.0874 0.2125 1.0874 1.0428
No log 0.5831 186 1.0973 0.3035 1.0973 1.0475
No log 0.5893 188 1.1305 0.3443 1.1305 1.0632
No log 0.5956 190 1.1613 0.2848 1.1613 1.0777
No log 0.6019 192 1.1651 0.2848 1.1651 1.0794
No log 0.6082 194 1.1727 0.2607 1.1727 1.0829
No log 0.6144 196 1.1689 0.2607 1.1689 1.0811
No log 0.6207 198 1.1719 0.2685 1.1719 1.0826
No log 0.6270 200 1.1420 0.2607 1.1420 1.0687
No log 0.6332 202 1.0833 0.2597 1.0833 1.0408
No log 0.6395 204 1.0549 0.1616 1.0549 1.0271
No log 0.6458 206 1.1017 0.0696 1.1017 1.0496
No log 0.6520 208 1.2488 0.0 1.2488 1.1175
No log 0.6583 210 1.4640 0.0 1.4640 1.2100
No log 0.6646 212 1.5506 0.0 1.5506 1.2452
No log 0.6708 214 1.4878 0.0 1.4878 1.2197
No log 0.6771 216 1.4005 0.0 1.4005 1.1834
No log 0.6834 218 1.2718 0.0 1.2718 1.1277
No log 0.6897 220 1.1471 0.0486 1.1471 1.0710
No log 0.6959 222 1.0987 0.0696 1.0987 1.0482
No log 0.7022 224 1.0835 0.1616 1.0835 1.0409
No log 0.7085 226 1.1217 0.2848 1.1217 1.0591
No log 0.7147 228 1.1267 0.2434 1.1267 1.0615
No log 0.7210 230 1.1199 0.1470 1.1199 1.0582
No log 0.7273 232 1.1331 0.0888 1.1331 1.0645
No log 0.7335 234 1.1458 0.0888 1.1458 1.0704
No log 0.7398 236 1.1522 0.0696 1.1522 1.0734
No log 0.7461 238 1.1877 0.0486 1.1877 1.0898
No log 0.7524 240 1.2798 0.0 1.2798 1.1313
No log 0.7586 242 1.4007 0.0 1.4007 1.1835
No log 0.7649 244 1.4547 0.0 1.4547 1.2061
No log 0.7712 246 1.4520 0.0 1.4520 1.2050
No log 0.7774 248 1.4123 0.0 1.4123 1.1884
No log 0.7837 250 1.3557 0.0 1.3557 1.1644
No log 0.7900 252 1.2934 0.0 1.2934 1.1373
No log 0.7962 254 1.2756 0.0 1.2756 1.1294
No log 0.8025 256 1.2823 0.0486 1.2823 1.1324
No log 0.8088 258 1.2490 0.1470 1.2490 1.1176
No log 0.8150 260 1.3037 0.1616 1.3037 1.1418
No log 0.8213 262 1.3613 0.1470 1.3613 1.1668
No log 0.8276 264 1.2616 0.1616 1.2616 1.1232
No log 0.8339 266 1.1402 0.3035 1.1402 1.0678
No log 0.8401 268 1.1043 0.2434 1.1043 1.0509
No log 0.8464 270 1.0999 0.2292 1.0999 1.0487
No log 0.8527 272 1.0744 0.2292 1.0744 1.0365
No log 0.8589 274 1.0263 0.4793 1.0263 1.0131
No log 0.8652 276 0.9793 0.4615 0.9793 0.9896
No log 0.8715 278 0.9580 0.4936 0.9580 0.9788
No log 0.8777 280 0.9594 0.4936 0.9594 0.9795
No log 0.8840 282 0.9380 0.5462 0.9380 0.9685
No log 0.8903 284 0.9404 0.5099 0.9404 0.9697
No log 0.8966 286 0.9466 0.4244 0.9466 0.9729
No log 0.9028 288 0.9704 0.4160 0.9704 0.9851
No log 0.9091 290 1.0013 0.3241 1.0013 1.0006
No log 0.9154 292 1.0092 0.3556 1.0092 1.0046
No log 0.9216 294 1.0588 0.1795 1.0588 1.0290
No log 0.9279 296 1.0953 0.0696 1.0953 1.0466
No log 0.9342 298 1.1077 0.2478 1.1077 1.0525
No log 0.9404 300 1.0255 0.1939 1.0255 1.0127
No log 0.9467 302 0.9830 0.3623 0.9830 0.9914
No log 0.9530 304 1.0015 0.4037 1.0015 1.0008
No log 0.9592 306 1.0584 0.4409 1.0584 1.0288
No log 0.9655 308 1.1139 0.4338 1.1139 1.0554
No log 0.9718 310 1.1242 0.4296 1.1242 1.0603
No log 0.9781 312 1.1264 0.4044 1.1264 1.0613
No log 0.9843 314 1.1164 0.3621 1.1164 1.0566
No log 0.9906 316 1.0679 0.3933 1.0679 1.0334
No log 0.9969 318 1.0439 0.3987 1.0439 1.0217
No log 1.0031 320 1.0093 0.4037 1.0093 1.0046
No log 1.0094 322 0.9952 0.5108 0.9952 0.9976
No log 1.0157 324 0.9928 0.4915 0.9928 0.9964
No log 1.0219 326 1.0197 0.3817 1.0197 1.0098
No log 1.0282 328 1.0535 0.3974 1.0535 1.0264
No log 1.0345 330 1.1230 0.3920 1.1230 1.0597
No log 1.0408 332 1.0952 0.3693 1.0952 1.0465
No log 1.0470 334 1.0672 0.4681 1.0672 1.0331
No log 1.0533 336 0.9873 0.4699 0.9873 0.9936
No log 1.0596 338 0.9465 0.5108 0.9465 0.9729
No log 1.0658 340 0.9464 0.5108 0.9464 0.9728
No log 1.0721 342 0.9497 0.4716 0.9497 0.9745
No log 1.0784 344 0.9456 0.4515 0.9456 0.9724
No log 1.0846 346 0.9352 0.4706 0.9352 0.9670
No log 1.0909 348 0.9567 0.4160 0.9567 0.9781
No log 1.0972 350 0.9875 0.4351 0.9875 0.9937
No log 1.1034 352 0.9656 0.4351 0.9656 0.9827
No log 1.1097 354 0.9060 0.4280 0.9060 0.9518
No log 1.1160 356 0.9125 0.5470 0.9125 0.9553
No log 1.1223 358 0.9308 0.5470 0.9308 0.9648
No log 1.1285 360 0.9171 0.5285 0.9171 0.9576
No log 1.1348 362 0.9013 0.4706 0.9013 0.9494
No log 1.1411 364 0.9189 0.4388 0.9189 0.9586
No log 1.1473 366 0.9584 0.4310 0.9584 0.9790
No log 1.1536 368 1.0343 0.3527 1.0343 1.0170
No log 1.1599 370 1.0117 0.4310 1.0117 1.0058
No log 1.1661 372 0.9251 0.4388 0.9251 0.9618
No log 1.1724 374 0.8966 0.4706 0.8966 0.9469
No log 1.1787 376 0.9084 0.4706 0.9084 0.9531
No log 1.1850 378 0.9199 0.4706 0.9199 0.9591
No log 1.1912 380 0.9306 0.4244 0.9306 0.9647
No log 1.1975 382 0.9728 0.4160 0.9728 0.9863
No log 1.2038 384 0.9560 0.4160 0.9560 0.9777
No log 1.2100 386 0.8924 0.4280 0.8924 0.9447
No log 1.2163 388 0.8510 0.5462 0.8510 0.9225
No log 1.2226 390 0.8554 0.58 0.8554 0.9249
No log 1.2288 392 0.8823 0.5102 0.8823 0.9393
No log 1.2351 394 0.8697 0.5102 0.8697 0.9326
No log 1.2414 396 0.8884 0.4953 0.8884 0.9425
No log 1.2476 398 0.8585 0.5428 0.8585 0.9266
No log 1.2539 400 0.8159 0.6114 0.8159 0.9033
No log 1.2602 402 0.7975 0.5462 0.7975 0.8931
No log 1.2665 404 0.8038 0.4706 0.8038 0.8965
No log 1.2727 406 0.8180 0.4897 0.8180 0.9044
No log 1.2790 408 0.8236 0.4696 0.8236 0.9075
No log 1.2853 410 0.8471 0.4269 0.8471 0.9204
No log 1.2915 412 0.8605 0.4468 0.8605 0.9276
No log 1.2978 414 0.9446 0.4648 0.9446 0.9719
No log 1.3041 416 0.9582 0.4648 0.9582 0.9789
No log 1.3103 418 0.9034 0.4479 0.9034 0.9504
No log 1.3166 420 0.8789 0.4479 0.8789 0.9375
No log 1.3229 422 0.8686 0.4897 0.8686 0.9320
No log 1.3292 424 0.8739 0.5099 0.8739 0.9348
No log 1.3354 426 0.8941 0.4706 0.8941 0.9456
No log 1.3417 428 0.9109 0.4706 0.9109 0.9544
No log 1.3480 430 0.9111 0.4244 0.9111 0.9545
No log 1.3542 432 0.9227 0.4244 0.9227 0.9605
No log 1.3605 434 0.9646 0.4160 0.9646 0.9822
No log 1.3668 436 1.0819 0.4815 1.0819 1.0401
No log 1.3730 438 1.1819 0.4549 1.1819 1.0871
No log 1.3793 440 1.1999 0.5322 1.1999 1.0954
No log 1.3856 442 1.1247 0.4577 1.1247 1.0605
No log 1.3918 444 1.0625 0.4830 1.0625 1.0308
No log 1.3981 446 1.0119 0.4590 1.0119 1.0060
No log 1.4044 448 0.9555 0.4451 0.9555 0.9775
No log 1.4107 450 0.8805 0.4479 0.8805 0.9383
No log 1.4169 452 0.8509 0.4897 0.8509 0.9225
No log 1.4232 454 0.8369 0.4706 0.8369 0.9148
No log 1.4295 456 0.8489 0.4706 0.8489 0.9214
No log 1.4357 458 0.9149 0.4897 0.9149 0.9565
No log 1.4420 460 0.9971 0.4451 0.9971 0.9985
No log 1.4483 462 1.0540 0.4375 1.0540 1.0266
No log 1.4545 464 1.0333 0.4375 1.0333 1.0165
No log 1.4608 466 0.9495 0.4479 0.9495 0.9744
No log 1.4671 468 0.8763 0.5099 0.8763 0.9361
No log 1.4734 470 0.8468 0.5462 0.8468 0.9202
No log 1.4796 472 0.8308 0.5462 0.8308 0.9115
No log 1.4859 474 0.8446 0.5101 0.8446 0.9190
No log 1.4922 476 0.8570 0.4936 0.8570 0.9257
No log 1.4984 478 0.8443 0.475 0.8443 0.9189
No log 1.5047 480 0.8398 0.475 0.8398 0.9164
No log 1.5110 482 0.8407 0.5462 0.8407 0.9169
No log 1.5172 484 0.8460 0.5462 0.8460 0.9198
No log 1.5235 486 0.8618 0.5462 0.8618 0.9283
No log 1.5298 488 0.8732 0.5462 0.8732 0.9345
No log 1.5361 490 0.8818 0.5462 0.8818 0.9390
No log 1.5423 492 0.8838 0.5462 0.8838 0.9401
No log 1.5486 494 0.8911 0.5462 0.8911 0.9440
No log 1.5549 496 0.8965 0.5099 0.8965 0.9468
No log 1.5611 498 0.8974 0.5098 0.8974 0.9473
0.8064 1.5674 500 0.8852 0.4479 0.8852 0.9408
0.8064 1.5737 502 0.8583 0.4897 0.8583 0.9265
0.8064 1.5799 504 0.8508 0.5089 0.8508 0.9224
0.8064 1.5862 506 0.8523 0.5468 0.8523 0.9232
0.8064 1.5925 508 0.8474 0.5090 0.8474 0.9205
0.8064 1.5987 510 0.8397 0.5455 0.8397 0.9164
0.8064 1.6050 512 0.8371 0.5640 0.8371 0.9149
0.8064 1.6113 514 0.8394 0.5462 0.8394 0.9162
0.8064 1.6176 516 0.8616 0.58 0.8616 0.9282
0.8064 1.6238 518 0.8661 0.58 0.8661 0.9307
0.8064 1.6301 520 0.8637 0.5462 0.8637 0.9294
0.8064 1.6364 522 0.8720 0.5462 0.8720 0.9338
0.8064 1.6426 524 0.8825 0.5462 0.8825 0.9394
0.8064 1.6489 526 0.8876 0.5462 0.8876 0.9421
0.8064 1.6552 528 0.8775 0.5462 0.8775 0.9367
0.8064 1.6614 530 0.8670 0.5277 0.8670 0.9312
0.8064 1.6677 532 0.8680 0.5462 0.8680 0.9316
0.8064 1.6740 534 0.8800 0.5101 0.8800 0.9381
0.8064 1.6803 536 0.8819 0.5101 0.8819 0.9391
0.8064 1.6865 538 0.8789 0.5101 0.8789 0.9375
0.8064 1.6928 540 0.8612 0.58 0.8612 0.9280
0.8064 1.6991 542 0.8432 0.5099 0.8432 0.9182
0.8064 1.7053 544 0.8425 0.4906 0.8425 0.9179
0.8064 1.7116 546 0.8403 0.4906 0.8403 0.9167
0.8064 1.7179 548 0.8510 0.4906 0.8510 0.9225
0.8064 1.7241 550 0.8604 0.5099 0.8604 0.9276
0.8064 1.7304 552 0.8754 0.5099 0.8754 0.9356
0.8064 1.7367 554 0.8817 0.4706 0.8817 0.9390
0.8064 1.7429 556 0.8918 0.4650 0.8918 0.9444
0.8064 1.7492 558 0.8994 0.4627 0.8994 0.9484
0.8064 1.7555 560 0.9120 0.4650 0.9120 0.9550
0.8064 1.7618 562 0.9408 0.4627 0.9408 0.9699
0.8064 1.7680 564 0.9691 0.4388 0.9691 0.9844
0.8064 1.7743 566 0.9777 0.4112 0.9777 0.9888
0.8064 1.7806 568 0.9585 0.4627 0.9585 0.9790
0.8064 1.7868 570 0.9451 0.4689 0.9451 0.9721
0.8064 1.7931 572 0.9613 0.4355 0.9613 0.9805
0.8064 1.7994 574 0.9837 0.4931 0.9837 0.9918
0.8064 1.8056 576 0.9651 0.4745 0.9651 0.9824
0.8064 1.8119 578 0.9471 0.4745 0.9471 0.9732
0.8064 1.8182 580 0.9149 0.4915 0.9149 0.9565
0.8064 1.8245 582 0.8783 0.5099 0.8783 0.9372
0.8064 1.8307 584 0.8703 0.5098 0.8703 0.9329
0.8064 1.8370 586 0.8618 0.4689 0.8618 0.9283
0.8064 1.8433 588 0.8712 0.4689 0.8712 0.9334
0.8064 1.8495 590 0.8965 0.4451 0.8965 0.9469
0.8064 1.8558 592 0.9176 0.4638 0.9176 0.9579
0.8064 1.8621 594 0.9105 0.4638 0.9105 0.9542
0.8064 1.8683 596 0.8847 0.4451 0.8847 0.9406
0.8064 1.8746 598 0.8522 0.4689 0.8522 0.9231
0.8064 1.8809 600 0.8509 0.4689 0.8509 0.9224
0.8064 1.8871 602 0.8607 0.4689 0.8607 0.9277
0.8064 1.8934 604 0.8455 0.4689 0.8455 0.9195
0.8064 1.8997 606 0.8484 0.4244 0.8484 0.9211
0.8064 1.9060 608 0.8356 0.4244 0.8356 0.9141
0.8064 1.9122 610 0.8494 0.4244 0.8494 0.9216
0.8064 1.9185 612 0.8487 0.4244 0.8487 0.9213
0.8064 1.9248 614 0.8616 0.4280 0.8616 0.9282
0.8064 1.9310 616 0.8843 0.4244 0.8843 0.9404
0.8064 1.9373 618 0.9043 0.4082 0.9043 0.9510
0.8064 1.9436 620 0.9325 0.3933 0.9325 0.9657
0.8064 1.9498 622 0.9516 0.3796 0.9516 0.9755
0.8064 1.9561 624 0.9600 0.4207 0.9600 0.9798
0.8064 1.9624 626 0.9239 0.4745 0.9239 0.9612
0.8064 1.9687 628 0.8887 0.4915 0.8887 0.9427
0.8064 1.9749 630 0.8306 0.5099 0.8306 0.9114
0.8064 1.9812 632 0.7913 0.5099 0.7913 0.8896
0.8064 1.9875 634 0.7955 0.5283 0.7955 0.8919
0.8064 1.9937 636 0.8779 0.4409 0.8779 0.9370
0.8064 2.0 638 1.0025 0.4603 1.0025 1.0013
0.8064 2.0063 640 1.0958 0.5311 1.0958 1.0468
0.8064 2.0125 642 1.1264 0.5311 1.1264 1.0613
0.8064 2.0188 644 1.0823 0.4577 1.0823 1.0403
0.8064 2.0251 646 1.0130 0.4338 1.0130 1.0065
0.8064 2.0313 648 0.9588 0.4615 0.9588 0.9792
0.8064 2.0376 650 0.9107 0.4204 0.9107 0.9543
0.8064 2.0439 652 0.8709 0.4689 0.8709 0.9332
0.8064 2.0502 654 0.8427 0.4706 0.8427 0.9180
0.8064 2.0564 656 0.8336 0.4706 0.8336 0.9130
0.8064 2.0627 658 0.8121 0.4706 0.8121 0.9012
0.8064 2.0690 660 0.7840 0.4706 0.7840 0.8855
0.8064 2.0752 662 0.7800 0.5099 0.7800 0.8832
0.8064 2.0815 664 0.7860 0.5462 0.7860 0.8866
0.8064 2.0878 666 0.8013 0.5462 0.8013 0.8952
0.8064 2.0940 668 0.8002 0.5462 0.8002 0.8946
0.8064 2.1003 670 0.7878 0.5462 0.7878 0.8876
0.8064 2.1066 672 0.7919 0.4706 0.7919 0.8899
0.8064 2.1129 674 0.8088 0.4706 0.8088 0.8993
0.8064 2.1191 676 0.8021 0.4706 0.8021 0.8956
0.8064 2.1254 678 0.7887 0.5099 0.7887 0.8881
0.8064 2.1317 680 0.7801 0.5099 0.7801 0.8832
0.8064 2.1379 682 0.7812 0.5099 0.7812 0.8838
0.8064 2.1442 684 0.7808 0.5099 0.7808 0.8836
0.8064 2.1505 686 0.7783 0.5099 0.7783 0.8822
0.8064 2.1567 688 0.7848 0.5099 0.7848 0.8859
0.8064 2.1630 690 0.8194 0.4897 0.8194 0.9052
0.8064 2.1693 692 0.8744 0.4590 0.8744 0.9351
0.8064 2.1755 694 0.8945 0.4590 0.8945 0.9458
0.8064 2.1818 696 0.8775 0.4638 0.8775 0.9368
0.8064 2.1881 698 0.8646 0.4451 0.8646 0.9298
0.8064 2.1944 700 0.8324 0.4451 0.8324 0.9124
0.8064 2.2006 702 0.8179 0.4479 0.8179 0.9044
0.8064 2.2069 704 0.8223 0.4451 0.8223 0.9068
0.8064 2.2132 706 0.8318 0.4451 0.8318 0.9120
0.8064 2.2194 708 0.8764 0.4868 0.8764 0.9361
0.8064 2.2257 710 0.9117 0.4844 0.9117 0.9548
0.8064 2.2320 712 0.9441 0.4844 0.9441 0.9716
0.8064 2.2382 714 0.9297 0.4615 0.9297 0.9642
0.8064 2.2445 716 0.8920 0.4244 0.8920 0.9445
0.8064 2.2508 718 0.8801 0.4244 0.8801 0.9381
0.8064 2.2571 720 0.8752 0.4244 0.8752 0.9355
0.8064 2.2633 722 0.8735 0.4244 0.8735 0.9346
0.8064 2.2696 724 0.8862 0.4244 0.8862 0.9414
0.8064 2.2759 726 0.9023 0.4204 0.9023 0.9499
0.8064 2.2821 728 0.9362 0.4351 0.9362 0.9676
0.8064 2.2884 730 0.9867 0.4815 0.9867 0.9933
0.8064 2.2947 732 1.0035 0.4815 1.0035 1.0017
0.8064 2.3009 734 0.9796 0.4815 0.9796 0.9897
0.8064 2.3072 736 0.9235 0.4615 0.9235 0.9610
0.8064 2.3135 738 0.8649 0.4670 0.8649 0.9300
0.8064 2.3197 740 0.8221 0.5099 0.8221 0.9067
0.8064 2.3260 742 0.7900 0.5099 0.7900 0.8888
0.8064 2.3323 744 0.7834 0.5099 0.7834 0.8851
0.8064 2.3386 746 0.7940 0.5283 0.7940 0.8911
0.8064 2.3448 748 0.7992 0.5283 0.7992 0.8940
0.8064 2.3511 750 0.7973 0.5283 0.7973 0.8929
0.8064 2.3574 752 0.7891 0.5283 0.7891 0.8883
0.8064 2.3636 754 0.7925 0.5468 0.7925 0.8902
0.8064 2.3699 756 0.8125 0.5468 0.8125 0.9014
0.8064 2.3762 758 0.8433 0.5275 0.8433 0.9183
0.8064 2.3824 760 0.8508 0.5653 0.8508 0.9224
0.8064 2.3887 762 0.8610 0.5089 0.8610 0.9279
0.8064 2.3950 764 0.8629 0.4897 0.8629 0.9289
0.8064 2.4013 766 0.8682 0.4706 0.8682 0.9318
0.8064 2.4075 768 0.8946 0.4689 0.8946 0.9458
0.8064 2.4138 770 0.9029 0.4689 0.9029 0.9502
0.8064 2.4201 772 0.9069 0.4689 0.9069 0.9523
0.8064 2.4263 774 0.8990 0.4706 0.8990 0.9481
0.8064 2.4326 776 0.8775 0.5099 0.8775 0.9368
0.8064 2.4389 778 0.8536 0.5099 0.8536 0.9239
0.8064 2.4451 780 0.8421 0.5462 0.8421 0.9177
0.8064 2.4514 782 0.8309 0.5462 0.8309 0.9115
0.8064 2.4577 784 0.8228 0.5462 0.8228 0.9071
0.8064 2.4639 786 0.8160 0.5099 0.8160 0.9033
0.8064 2.4702 788 0.8149 0.5099 0.8149 0.9027
0.8064 2.4765 790 0.8212 0.5099 0.8212 0.9062
0.8064 2.4828 792 0.8379 0.5099 0.8379 0.9154
0.8064 2.4890 794 0.8477 0.5099 0.8477 0.9207
0.8064 2.4953 796 0.8474 0.5099 0.8474 0.9206
0.8064 2.5016 798 0.8484 0.5099 0.8484 0.9211
0.8064 2.5078 800 0.8531 0.5099 0.8531 0.9236
0.8064 2.5141 802 0.8461 0.5099 0.8461 0.9198
0.8064 2.5204 804 0.8437 0.5099 0.8437 0.9186
0.8064 2.5266 806 0.8372 0.4906 0.8372 0.9150
0.8064 2.5329 808 0.8306 0.4906 0.8306 0.9114
0.8064 2.5392 810 0.8376 0.5090 0.8376 0.9152
0.8064 2.5455 812 0.8397 0.5090 0.8397 0.9164
0.8064 2.5517 814 0.8508 0.5090 0.8508 0.9224
0.8064 2.5580 816 0.8723 0.5090 0.8723 0.9340
0.8064 2.5643 818 0.8895 0.5275 0.8895 0.9431
0.8064 2.5705 820 0.9261 0.5459 0.9261 0.9624
0.8064 2.5768 822 0.9681 0.5459 0.9681 0.9839
0.8064 2.5831 824 0.9756 0.5078 0.9756 0.9877
0.8064 2.5893 826 0.9539 0.5078 0.9539 0.9767
0.8064 2.5956 828 0.9313 0.4878 0.9313 0.9651
0.8064 2.6019 830 0.9082 0.4888 0.9082 0.9530
0.8064 2.6082 832 0.8956 0.5283 0.8956 0.9464
0.8064 2.6144 834 0.8896 0.5283 0.8896 0.9432
0.8064 2.6207 836 0.8836 0.5099 0.8836 0.9400
0.8064 2.6270 838 0.8824 0.5099 0.8824 0.9394
0.8064 2.6332 840 0.8870 0.5099 0.8870 0.9418
0.8064 2.6395 842 0.8966 0.4888 0.8966 0.9469
0.8064 2.6458 844 0.8859 0.4888 0.8859 0.9412
0.8064 2.6520 846 0.8646 0.4888 0.8646 0.9298
0.8064 2.6583 848 0.8627 0.4678 0.8627 0.9288
0.8064 2.6646 850 0.8800 0.4659 0.8800 0.9381
0.8064 2.6708 852 0.8925 0.4615 0.8925 0.9447
0.8064 2.6771 854 0.8951 0.4615 0.8951 0.9461
0.8064 2.6834 856 0.8956 0.4615 0.8956 0.9464
0.8064 2.6897 858 0.8762 0.4615 0.8762 0.9361
0.8064 2.6959 860 0.8337 0.4659 0.8337 0.9131
0.8064 2.7022 862 0.7830 0.5089 0.7830 0.8848
0.8064 2.7085 864 0.7639 0.5455 0.7639 0.8740
0.8064 2.7147 866 0.7575 0.5455 0.7575 0.8703
0.8064 2.7210 868 0.7556 0.5455 0.7556 0.8693
0.8064 2.7273 870 0.7645 0.5089 0.7645 0.8744
0.8064 2.7335 872 0.7888 0.4678 0.7888 0.8882
0.8064 2.7398 874 0.7968 0.4678 0.7968 0.8926
0.8064 2.7461 876 0.8078 0.4689 0.8078 0.8988
0.8064 2.7524 878 0.8203 0.4689 0.8203 0.9057
0.8064 2.7586 880 0.8213 0.4689 0.8213 0.9063
0.8064 2.7649 882 0.7919 0.4689 0.7919 0.8899
0.8064 2.7712 884 0.7673 0.4888 0.7673 0.8759
0.8064 2.7774 886 0.7500 0.5476 0.7500 0.8660
0.8064 2.7837 888 0.7528 0.5462 0.7528 0.8676
0.8064 2.7900 890 0.7710 0.5285 0.7710 0.8780
0.8064 2.7962 892 0.7743 0.4580 0.7743 0.8800
0.8064 2.8025 894 0.7511 0.475 0.7511 0.8667
0.8064 2.8088 896 0.7487 0.5462 0.7487 0.8653
0.8064 2.8150 898 0.7454 0.5462 0.7454 0.8633
0.8064 2.8213 900 0.7498 0.5462 0.7498 0.8659
0.8064 2.8276 902 0.7481 0.5640 0.7481 0.8649
0.8064 2.8339 904 0.7589 0.6137 0.7589 0.8712
0.8064 2.8401 906 0.7735 0.7042 0.7735 0.8795
0.8064 2.8464 908 0.7800 0.7042 0.7800 0.8832
0.8064 2.8527 910 0.7972 0.7042 0.7972 0.8929
0.8064 2.8589 912 0.8345 0.5997 0.8345 0.9135
0.8064 2.8652 914 0.9014 0.5102 0.9014 0.9494
0.8064 2.8715 916 0.9619 0.4796 0.9619 0.9808
0.8064 2.8777 918 0.9501 0.4796 0.9501 0.9747
0.8064 2.8840 920 0.9067 0.4796 0.9067 0.9522
0.8064 2.8903 922 0.8971 0.4796 0.8971 0.9471
0.8064 2.8966 924 0.8498 0.5102 0.8498 0.9218
0.8064 2.9028 926 0.7825 0.5102 0.7825 0.8846
0.8064 2.9091 928 0.7664 0.5462 0.7664 0.8755
0.8064 2.9154 930 0.8029 0.4670 0.8029 0.8960
0.8064 2.9216 932 0.8515 0.4059 0.8515 0.9228
0.8064 2.9279 934 0.8958 0.4044 0.8958 0.9465
0.8064 2.9342 936 0.9005 0.4044 0.9005 0.9489
0.8064 2.9404 938 0.8859 0.4310 0.8859 0.9412
0.8064 2.9467 940 0.8646 0.4059 0.8646 0.9298
0.8064 2.9530 942 0.8428 0.5096 0.8428 0.9181
0.8064 2.9592 944 0.8403 0.4722 0.8403 0.9167
0.8064 2.9655 946 0.8585 0.5594 0.8585 0.9265
0.8064 2.9718 948 0.8638 0.4947 0.8638 0.9294
0.8064 2.9781 950 0.8707 0.5102 0.8707 0.9331
0.8064 2.9843 952 0.8642 0.5102 0.8642 0.9296
0.8064 2.9906 954 0.8463 0.5438 0.8463 0.9200
0.8064 2.9969 956 0.8321 0.5455 0.8321 0.9122
0.8064 3.0031 958 0.8471 0.5275 0.8471 0.9204
0.8064 3.0094 960 0.8888 0.5281 0.8888 0.9428
0.8064 3.0157 962 0.9190 0.4878 0.9190 0.9587
0.8064 3.0219 964 0.9097 0.4878 0.9097 0.9538
0.8064 3.0282 966 0.9055 0.4878 0.9055 0.9516
0.8064 3.0345 968 0.8949 0.4878 0.8949 0.9460
0.8064 3.0408 970 0.8622 0.5281 0.8622 0.9286
0.8064 3.0470 972 0.8434 0.5281 0.8434 0.9184
0.8064 3.0533 974 0.8338 0.5281 0.8338 0.9131
0.8064 3.0596 976 0.8407 0.5281 0.8407 0.9169
0.8064 3.0658 978 0.8516 0.5088 0.8516 0.9228
0.8064 3.0721 980 0.8473 0.5088 0.8473 0.9205
0.8064 3.0784 982 0.8379 0.4888 0.8379 0.9154
0.8064 3.0846 984 0.8310 0.5098 0.8310 0.9116
0.8064 3.0909 986 0.8246 0.4915 0.8246 0.9081
0.8064 3.0972 988 0.8225 0.5285 0.8225 0.9069
0.8064 3.1034 990 0.8252 0.5285 0.8252 0.9084
0.8064 3.1097 992 0.8156 0.5629 0.8156 0.9031
0.8064 3.1160 994 0.8016 0.5629 0.8016 0.8953
0.8064 3.1223 996 0.7814 0.4915 0.7814 0.8840
0.8064 3.1285 998 0.7534 0.5099 0.7534 0.8680
0.6263 3.1348 1000 0.7432 0.5275 0.7432 0.8621
0.6263 3.1411 1002 0.7475 0.4888 0.7475 0.8646
0.6263 3.1473 1004 0.7584 0.4878 0.7584 0.8708
0.6263 3.1536 1006 0.7507 0.4888 0.7507 0.8664
0.6263 3.1599 1008 0.7309 0.5633 0.7309 0.8549
0.6263 3.1661 1010 0.7290 0.5462 0.7290 0.8538
0.6263 3.1724 1012 0.7484 0.58 0.7484 0.8651
0.6263 3.1787 1014 0.7835 0.58 0.7835 0.8851
0.6263 3.1850 1016 0.8114 0.58 0.8114 0.9008
0.6263 3.1912 1018 0.8029 0.5438 0.8029 0.8961
0.6263 3.1975 1020 0.7896 0.5438 0.7896 0.8886
0.6263 3.2038 1022 0.7867 0.5438 0.7867 0.8870
0.6263 3.2100 1024 0.7573 0.58 0.7573 0.8702
0.6263 3.2163 1026 0.7300 0.5462 0.7300 0.8544
0.6263 3.2226 1028 0.7394 0.5099 0.7394 0.8599
0.6263 3.2288 1030 0.7725 0.4670 0.7725 0.8789
0.6263 3.2351 1032 0.8020 0.4650 0.8020 0.8956
0.6263 3.2414 1034 0.8241 0.4160 0.8241 0.9078
0.6263 3.2476 1036 0.8364 0.4160 0.8364 0.9146
0.6263 3.2539 1038 0.8343 0.4160 0.8343 0.9134
0.6263 3.2602 1040 0.8307 0.4160 0.8307 0.9114
0.6263 3.2665 1042 0.8155 0.4204 0.8155 0.9031
0.6263 3.2727 1044 0.7982 0.4204 0.7982 0.8934
0.6263 3.2790 1046 0.7854 0.5295 0.7854 0.8862
0.6263 3.2853 1048 0.7718 0.5473 0.7718 0.8785
0.6263 3.2915 1050 0.7542 0.5473 0.7542 0.8685
0.6263 3.2978 1052 0.7391 0.6031 0.7391 0.8597
0.6263 3.3041 1054 0.7345 0.5845 0.7345 0.8570
0.6263 3.3103 1056 0.7290 0.5818 0.7290 0.8538
0.6263 3.3166 1058 0.7259 0.5997 0.7259 0.8520
0.6263 3.3229 1060 0.7361 0.5811 0.7361 0.8580
0.6263 3.3292 1062 0.7417 0.5283 0.7417 0.8612
0.6263 3.3354 1064 0.7595 0.5640 0.7595 0.8715
0.6263 3.3417 1066 0.7859 0.5462 0.7859 0.8865
0.6263 3.3480 1068 0.8139 0.5462 0.8139 0.9022
0.6263 3.3542 1070 0.8601 0.5476 0.8601 0.9274
0.6263 3.3605 1072 0.9290 0.4082 0.9290 0.9638
0.6263 3.3668 1074 0.9660 0.4082 0.9660 0.9829
0.6263 3.3730 1076 0.9634 0.4082 0.9634 0.9815
0.6263 3.3793 1078 0.9451 0.4037 0.9451 0.9721
0.6263 3.3856 1080 0.9140 0.4878 0.9140 0.9560
0.6263 3.3918 1082 0.8745 0.4878 0.8745 0.9352
0.6263 3.3981 1084 0.8426 0.5660 0.8426 0.9179
0.6263 3.4044 1086 0.8245 0.5660 0.8245 0.9080
0.6263 3.4107 1088 0.8285 0.5859 0.8285 0.9102
0.6263 3.4169 1090 0.8352 0.6053 0.8352 0.9139
0.6263 3.4232 1092 0.8476 0.6053 0.8476 0.9207
0.6263 3.4295 1094 0.8892 0.6053 0.8892 0.9430
0.6263 3.4357 1096 0.9419 0.6706 0.9419 0.9705
0.6263 3.4420 1098 0.9851 0.6346 0.9851 0.9925
0.6263 3.4483 1100 0.9965 0.6346 0.9965 0.9982
0.6263 3.4545 1102 0.9583 0.6346 0.9583 0.9790
0.6263 3.4608 1104 0.8871 0.5706 0.8871 0.9419
0.6263 3.4671 1106 0.8035 0.5867 0.8035 0.8964
0.6263 3.4734 1108 0.7558 0.5097 0.7558 0.8693
0.6263 3.4796 1110 0.7387 0.5476 0.7387 0.8595
0.6263 3.4859 1112 0.7350 0.5462 0.7350 0.8573
0.6263 3.4922 1114 0.7451 0.5476 0.7451 0.8632
0.6263 3.4984 1116 0.7752 0.4670 0.7752 0.8804
0.6263 3.5047 1118 0.8273 0.4204 0.8273 0.9096
0.6263 3.5110 1120 0.8726 0.4615 0.8726 0.9341
0.6263 3.5172 1122 0.8870 0.4615 0.8870 0.9418
0.6263 3.5235 1124 0.8751 0.4204 0.8751 0.9355
0.6263 3.5298 1126 0.8491 0.4670 0.8491 0.9215
0.6263 3.5361 1128 0.8163 0.4670 0.8163 0.9035
0.6263 3.5423 1130 0.8010 0.5097 0.8010 0.8950
0.6263 3.5486 1132 0.7866 0.5098 0.7866 0.8869
0.6263 3.5549 1134 0.7741 0.5462 0.7741 0.8798
0.6263 3.5611 1136 0.7771 0.5462 0.7771 0.8815
0.6263 3.5674 1138 0.7856 0.5283 0.7856 0.8864
0.6263 3.5737 1140 0.8222 0.5275 0.8222 0.9067
0.6263 3.5799 1142 0.8759 0.5288 0.8759 0.9359
0.6263 3.5862 1144 0.9084 0.5898 0.9084 0.9531
0.6263 3.5925 1146 0.9166 0.5898 0.9166 0.9574
0.6263 3.5987 1148 0.8932 0.5898 0.8932 0.9451
0.6263 3.6050 1150 0.8423 0.5275 0.8423 0.9177
0.6263 3.6113 1152 0.7992 0.5275 0.7992 0.8940
0.6263 3.6176 1154 0.7756 0.5640 0.7756 0.8807
0.6263 3.6238 1156 0.7704 0.5462 0.7704 0.8777
0.6263 3.6301 1158 0.7748 0.5462 0.7748 0.8802
0.6263 3.6364 1160 0.7836 0.5462 0.7836 0.8852
0.6263 3.6426 1162 0.7924 0.5462 0.7924 0.8902
0.6263 3.6489 1164 0.7964 0.5099 0.7964 0.8924
0.6263 3.6552 1166 0.7992 0.5099 0.7992 0.8940
0.6263 3.6614 1168 0.8061 0.5099 0.8061 0.8978
0.6263 3.6677 1170 0.8012 0.5099 0.8012 0.8951
0.6263 3.6740 1172 0.7907 0.5090 0.7907 0.8892
0.6263 3.6803 1174 0.7835 0.5090 0.7835 0.8852
0.6263 3.6865 1176 0.7845 0.5625 0.7845 0.8857
0.6263 3.6928 1178 0.7878 0.5625 0.7878 0.8876
0.6263 3.6991 1180 0.8058 0.5625 0.8058 0.8977
0.6263 3.7053 1182 0.8069 0.6303 0.8069 0.8983
0.6263 3.7116 1184 0.7904 0.6303 0.7904 0.8890
0.6263 3.7179 1186 0.7694 0.5625 0.7694 0.8772
0.6263 3.7241 1188 0.7678 0.5614 0.7678 0.8763
0.6263 3.7304 1190 0.7782 0.5614 0.7782 0.8821
0.6263 3.7367 1192 0.7886 0.5277 0.7886 0.8880
0.6263 3.7429 1194 0.7961 0.5277 0.7961 0.8922
0.6263 3.7492 1196 0.8016 0.5277 0.8016 0.8953
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0.5056 5.5799 1780 0.7325 0.5093 0.7325 0.8559
0.5056 5.5862 1782 0.7353 0.5997 0.7353 0.8575
0.5056 5.5925 1784 0.7389 0.5997 0.7389 0.8596
0.5056 5.5987 1786 0.7428 0.6031 0.7428 0.8618
0.5056 5.6050 1788 0.7431 0.6031 0.7431 0.8620
0.5056 5.6113 1790 0.7434 0.5997 0.7434 0.8622
0.5056 5.6176 1792 0.7456 0.5997 0.7456 0.8635
0.5056 5.6238 1794 0.7453 0.6268 0.7453 0.8633
0.5056 5.6301 1796 0.7469 0.6031 0.7469 0.8642
0.5056 5.6364 1798 0.7510 0.6354 0.7510 0.8666
0.5056 5.6426 1800 0.7516 0.6354 0.7516 0.8670
0.5056 5.6489 1802 0.7520 0.6354 0.7520 0.8672
0.5056 5.6552 1804 0.7557 0.6023 0.7557 0.8693
0.5056 5.6614 1806 0.7639 0.5859 0.7639 0.8740
0.5056 5.6677 1808 0.7626 0.5666 0.7626 0.8733
0.5056 5.6740 1810 0.7636 0.5666 0.7636 0.8738
0.5056 5.6803 1812 0.7664 0.5666 0.7664 0.8754
0.5056 5.6865 1814 0.7622 0.5288 0.7622 0.8731
0.5056 5.6928 1816 0.7616 0.5288 0.7616 0.8727
0.5056 5.6991 1818 0.7582 0.5447 0.7582 0.8707
0.5056 5.7053 1820 0.7557 0.5447 0.7557 0.8693
0.5056 5.7116 1822 0.7594 0.5288 0.7594 0.8714
0.5056 5.7179 1824 0.7620 0.5674 0.7620 0.8729
0.5056 5.7241 1826 0.7686 0.5288 0.7686 0.8767
0.5056 5.7304 1828 0.7742 0.5288 0.7742 0.8799
0.5056 5.7367 1830 0.7781 0.6642 0.7781 0.8821
0.5056 5.7429 1832 0.7773 0.6642 0.7773 0.8817
0.5056 5.7492 1834 0.7769 0.6642 0.7769 0.8814
0.5056 5.7555 1836 0.7630 0.6962 0.7630 0.8735
0.5056 5.7618 1838 0.7383 0.6023 0.7383 0.8592
0.5056 5.7680 1840 0.7173 0.6062 0.7173 0.8469
0.5056 5.7743 1842 0.7095 0.6062 0.7095 0.8423
0.5056 5.7806 1844 0.7080 0.6062 0.7080 0.8414
0.5056 5.7868 1846 0.7137 0.5756 0.7137 0.8448
0.5056 5.7931 1848 0.7229 0.6713 0.7229 0.8502
0.5056 5.7994 1850 0.7283 0.6713 0.7283 0.8534
0.5056 5.8056 1852 0.7309 0.6713 0.7309 0.8549
0.5056 5.8119 1854 0.7322 0.6713 0.7322 0.8557
0.5056 5.8182 1856 0.7268 0.6713 0.7268 0.8525
0.5056 5.8245 1858 0.7256 0.6713 0.7256 0.8518
0.5056 5.8307 1860 0.7225 0.6023 0.7225 0.8500
0.5056 5.8370 1862 0.7195 0.5763 0.7195 0.8483
0.5056 5.8433 1864 0.7202 0.5763 0.7202 0.8486
0.5056 5.8495 1866 0.7224 0.5786 0.7224 0.8500
0.5056 5.8558 1868 0.7256 0.5786 0.7256 0.8518
0.5056 5.8621 1870 0.7374 0.5447 0.7374 0.8587
0.5056 5.8683 1872 0.7544 0.6713 0.7544 0.8685
0.5056 5.8746 1874 0.7852 0.6642 0.7852 0.8861
0.5056 5.8809 1876 0.8234 0.7321 0.8234 0.9074
0.5056 5.8871 1878 0.8456 0.7525 0.8456 0.9196
0.5056 5.8934 1880 0.8541 0.7525 0.8541 0.9242
0.5056 5.8997 1882 0.8424 0.7321 0.8424 0.9178
0.5056 5.9060 1884 0.8194 0.5924 0.8194 0.9052
0.5056 5.9122 1886 0.7952 0.5505 0.7952 0.8918
0.5056 5.9185 1888 0.7801 0.5288 0.7801 0.8832
0.5056 5.9248 1890 0.7668 0.5674 0.7668 0.8756
0.5056 5.9310 1892 0.7617 0.4888 0.7617 0.8727
0.5056 5.9373 1894 0.7666 0.5092 0.7666 0.8756
0.5056 5.9436 1896 0.7810 0.5291 0.7810 0.8837
0.5056 5.9498 1898 0.7978 0.5291 0.7978 0.8932
0.5056 5.9561 1900 0.8100 0.5291 0.8100 0.9000
0.5056 5.9624 1902 0.8139 0.5291 0.8139 0.9022
0.5056 5.9687 1904 0.8144 0.5291 0.8144 0.9025
0.5056 5.9749 1906 0.8076 0.5291 0.8076 0.8986
0.5056 5.9812 1908 0.7976 0.4907 0.7976 0.8931
0.5056 5.9875 1910 0.7833 0.4907 0.7833 0.8850
0.5056 5.9937 1912 0.7726 0.4907 0.7726 0.8790
0.5056 6.0 1914 0.7634 0.4897 0.7634 0.8737
0.5056 6.0063 1916 0.7538 0.4897 0.7538 0.8682
0.5056 6.0125 1918 0.7501 0.4897 0.7501 0.8661
0.5056 6.0188 1920 0.7428 0.4897 0.7428 0.8618
0.5056 6.0251 1922 0.7391 0.5283 0.7391 0.8597
0.5056 6.0313 1924 0.7370 0.5277 0.7370 0.8585
0.5056 6.0376 1926 0.7330 0.5283 0.7330 0.8561
0.5056 6.0439 1928 0.7298 0.5283 0.7298 0.8543
0.5056 6.0502 1930 0.7333 0.5653 0.7333 0.8563
0.5056 6.0564 1932 0.7356 0.5633 0.7356 0.8577
0.5056 6.0627 1934 0.7373 0.5633 0.7373 0.8586
0.5056 6.0690 1936 0.7412 0.5633 0.7412 0.8609
0.5056 6.0752 1938 0.7444 0.5653 0.7444 0.8628
0.5056 6.0815 1940 0.7450 0.5633 0.7450 0.8631
0.5056 6.0878 1942 0.7451 0.5277 0.7451 0.8632
0.5056 6.0940 1944 0.7476 0.5093 0.7476 0.8646
0.5056 6.1003 1946 0.7450 0.5093 0.7450 0.8631
0.5056 6.1066 1948 0.7400 0.5093 0.7400 0.8602
0.5056 6.1129 1950 0.7341 0.5741 0.7341 0.8568
0.5056 6.1191 1952 0.7297 0.6032 0.7297 0.8542
0.5056 6.1254 1954 0.7301 0.6268 0.7301 0.8545
0.5056 6.1317 1956 0.7312 0.6268 0.7312 0.8551
0.5056 6.1379 1958 0.7327 0.6131 0.7327 0.8560
0.5056 6.1442 1960 0.7346 0.6131 0.7346 0.8571
0.5056 6.1505 1962 0.7304 0.6131 0.7304 0.8546
0.5056 6.1567 1964 0.7216 0.6268 0.7216 0.8495
0.5056 6.1630 1966 0.7156 0.6268 0.7156 0.8459
0.5056 6.1693 1968 0.7138 0.6268 0.7138 0.8449
0.5056 6.1755 1970 0.7144 0.6441 0.7144 0.8452
0.5056 6.1818 1972 0.7156 0.6441 0.7156 0.8459
0.5056 6.1881 1974 0.7151 0.6144 0.7151 0.8456
0.5056 6.1944 1976 0.7155 0.6441 0.7155 0.8459
0.5056 6.2006 1978 0.7158 0.6441 0.7158 0.8461
0.5056 6.2069 1980 0.7213 0.5990 0.7213 0.8493
0.5056 6.2132 1982 0.7279 0.5666 0.7279 0.8532
0.5056 6.2194 1984 0.7412 0.5859 0.7412 0.8609
0.5056 6.2257 1986 0.7475 0.5859 0.7475 0.8646
0.5056 6.2320 1988 0.7517 0.5859 0.7517 0.8670
0.5056 6.2382 1990 0.7460 0.5859 0.7460 0.8637
0.5056 6.2445 1992 0.7461 0.5859 0.7461 0.8638
0.5056 6.2508 1994 0.7397 0.5859 0.7397 0.8601
0.5056 6.2571 1996 0.7263 0.6209 0.7263 0.8523
0.5056 6.2633 1998 0.7138 0.6349 0.7138 0.8449
0.4006 6.2696 2000 0.7059 0.6193 0.7059 0.8402
0.4006 6.2759 2002 0.7007 0.6349 0.7007 0.8371
0.4006 6.2821 2004 0.6970 0.6349 0.6970 0.8349
0.4006 6.2884 2006 0.6964 0.6921 0.6964 0.8345
0.4006 6.2947 2008 0.6983 0.6764 0.6983 0.8356
0.4006 6.3009 2010 0.7110 0.6829 0.7110 0.8432
0.4006 6.3072 2012 0.7256 0.6829 0.7256 0.8518
0.4006 6.3135 2014 0.7430 0.6893 0.7430 0.8620
0.4006 6.3197 2016 0.7659 0.6582 0.7659 0.8752
0.4006 6.3260 2018 0.7851 0.6582 0.7851 0.8861
0.4006 6.3323 2020 0.7980 0.7149 0.7980 0.8933
0.4006 6.3386 2022 0.8013 0.7149 0.8013 0.8952
0.4006 6.3448 2024 0.8164 0.7149 0.8164 0.9035
0.4006 6.3511 2026 0.8113 0.7149 0.8113 0.9007
0.4006 6.3574 2028 0.8138 0.7149 0.8138 0.9021
0.4006 6.3636 2030 0.7985 0.7149 0.7985 0.8936
0.4006 6.3699 2032 0.7780 0.7149 0.7780 0.8820
0.4006 6.3762 2034 0.7603 0.6582 0.7603 0.8719
0.4006 6.3824 2036 0.7513 0.6582 0.7513 0.8668
0.4006 6.3887 2038 0.7535 0.6582 0.7535 0.8680
0.4006 6.3950 2040 0.7630 0.5266 0.7630 0.8735
0.4006 6.4013 2042 0.7791 0.5488 0.7791 0.8826
0.4006 6.4075 2044 0.7941 0.5488 0.7941 0.8911
0.4006 6.4138 2046 0.7980 0.5488 0.7980 0.8933
0.4006 6.4201 2048 0.8025 0.5488 0.8025 0.8958
0.4006 6.4263 2050 0.8097 0.5488 0.8097 0.8998
0.4006 6.4326 2052 0.8115 0.5488 0.8115 0.9008
0.4006 6.4389 2054 0.8097 0.5488 0.8097 0.8998
0.4006 6.4451 2056 0.7965 0.5488 0.7965 0.8925
0.4006 6.4514 2058 0.7832 0.5488 0.7832 0.8850
0.4006 6.4577 2060 0.7769 0.5488 0.7769 0.8814
0.4006 6.4639 2062 0.7701 0.5488 0.7701 0.8776
0.4006 6.4702 2064 0.7757 0.5488 0.7757 0.8807
0.4006 6.4765 2066 0.7950 0.6582 0.7950 0.8916
0.4006 6.4828 2068 0.8127 0.6582 0.8127 0.9015
0.4006 6.4890 2070 0.8247 0.7149 0.8247 0.9081
0.4006 6.4953 2072 0.8265 0.6582 0.8265 0.9091
0.4006 6.5016 2074 0.8174 0.6582 0.8174 0.9041
0.4006 6.5078 2076 0.7969 0.5488 0.7969 0.8927
0.4006 6.5141 2078 0.7839 0.5288 0.7839 0.8854
0.4006 6.5204 2080 0.7729 0.5288 0.7729 0.8791
0.4006 6.5266 2082 0.7602 0.5653 0.7602 0.8719
0.4006 6.5329 2084 0.7577 0.4897 0.7577 0.8705
0.4006 6.5392 2086 0.7662 0.4897 0.7662 0.8753
0.4006 6.5455 2088 0.7747 0.4913 0.7747 0.8802
0.4006 6.5517 2090 0.7799 0.5101 0.7799 0.8831
0.4006 6.5580 2092 0.7879 0.5101 0.7879 0.8877
0.4006 6.5643 2094 0.7963 0.5291 0.7963 0.8923
0.4006 6.5705 2096 0.8000 0.4706 0.8000 0.8944
0.4006 6.5768 2098 0.8023 0.4897 0.8023 0.8957
0.4006 6.5831 2100 0.8038 0.4897 0.8038 0.8965
0.4006 6.5893 2102 0.8045 0.4897 0.8045 0.8970
0.4006 6.5956 2104 0.8034 0.4897 0.8034 0.8963
0.4006 6.6019 2106 0.8025 0.4888 0.8025 0.8958
0.4006 6.6082 2108 0.8035 0.4888 0.8035 0.8964
0.4006 6.6144 2110 0.8008 0.4888 0.8008 0.8949
0.4006 6.6207 2112 0.7947 0.4897 0.7947 0.8915
0.4006 6.6270 2114 0.7913 0.4897 0.7913 0.8895
0.4006 6.6332 2116 0.7906 0.4897 0.7906 0.8891
0.4006 6.6395 2118 0.7863 0.4897 0.7863 0.8867
0.4006 6.6458 2120 0.7820 0.4897 0.7820 0.8843
0.4006 6.6520 2122 0.7747 0.5277 0.7747 0.8802
0.4006 6.6583 2124 0.7686 0.5277 0.7686 0.8767
0.4006 6.6646 2126 0.7647 0.5277 0.7647 0.8745
0.4006 6.6708 2128 0.7633 0.5277 0.7633 0.8737
0.4006 6.6771 2130 0.7600 0.5277 0.7600 0.8718
0.4006 6.6834 2132 0.7559 0.5277 0.7559 0.8694
0.4006 6.6897 2134 0.7506 0.5277 0.7506 0.8663
0.4006 6.6959 2136 0.7443 0.5277 0.7443 0.8627
0.4006 6.7022 2138 0.7378 0.5277 0.7378 0.8589
0.4006 6.7085 2140 0.7359 0.5965 0.7359 0.8578
0.4006 6.7147 2142 0.7394 0.5965 0.7394 0.8599
0.4006 6.7210 2144 0.7445 0.5965 0.7445 0.8629
0.4006 6.7273 2146 0.7538 0.6482 0.7538 0.8682
0.4006 6.7335 2148 0.7627 0.6396 0.7627 0.8733
0.4006 6.7398 2150 0.7707 0.6396 0.7707 0.8779
0.4006 6.7461 2152 0.7759 0.6962 0.7759 0.8809
0.4006 6.7524 2154 0.7749 0.6962 0.7749 0.8803
0.4006 6.7586 2156 0.7754 0.6962 0.7754 0.8806
0.4006 6.7649 2158 0.7819 0.6962 0.7819 0.8843
0.4006 6.7712 2160 0.7852 0.6642 0.7852 0.8861
0.4006 6.7774 2162 0.7787 0.6962 0.7787 0.8825
0.4006 6.7837 2164 0.7711 0.6396 0.7711 0.8781
0.4006 6.7900 2166 0.7691 0.6396 0.7691 0.8770
0.4006 6.7962 2168 0.7755 0.6396 0.7755 0.8806
0.4006 6.8025 2170 0.7914 0.6642 0.7914 0.8896
0.4006 6.8088 2172 0.7995 0.6642 0.7995 0.8941
0.4006 6.8150 2174 0.7972 0.6053 0.7972 0.8928
0.4006 6.8213 2176 0.7932 0.6053 0.7932 0.8906
0.4006 6.8276 2178 0.7929 0.5689 0.7929 0.8904
0.4006 6.8339 2180 0.7983 0.6053 0.7983 0.8935
0.4006 6.8401 2182 0.8068 0.6053 0.8068 0.8982
0.4006 6.8464 2184 0.8134 0.6053 0.8134 0.9019
0.4006 6.8527 2186 0.8144 0.6642 0.8144 0.9024
0.4006 6.8589 2188 0.8105 0.6053 0.8105 0.9003
0.4006 6.8652 2190 0.8058 0.5689 0.8058 0.8977
0.4006 6.8715 2192 0.8016 0.5488 0.8016 0.8953
0.4006 6.8777 2194 0.7949 0.5488 0.7949 0.8916
0.4006 6.8840 2196 0.7839 0.4888 0.7839 0.8854
0.4006 6.8903 2198 0.7789 0.4888 0.7789 0.8825
0.4006 6.8966 2200 0.7712 0.4888 0.7712 0.8782
0.4006 6.9028 2202 0.7660 0.4888 0.7660 0.8752
0.4006 6.9091 2204 0.7653 0.4888 0.7653 0.8748
0.4006 6.9154 2206 0.7628 0.5674 0.7628 0.8734
0.4006 6.9216 2208 0.7614 0.5674 0.7614 0.8726
0.4006 6.9279 2210 0.7607 0.5674 0.7607 0.8722
0.4006 6.9342 2212 0.7632 0.5674 0.7632 0.8736
0.4006 6.9404 2214 0.7689 0.5674 0.7689 0.8769
0.4006 6.9467 2216 0.7739 0.5674 0.7739 0.8797
0.4006 6.9530 2218 0.7836 0.5867 0.7836 0.8852
0.4006 6.9592 2220 0.7966 0.5859 0.7966 0.8925
0.4006 6.9655 2222 0.8003 0.5859 0.8003 0.8946
0.4006 6.9718 2224 0.8017 0.5859 0.8017 0.8954
0.4006 6.9781 2226 0.8005 0.5859 0.8005 0.8947
0.4006 6.9843 2228 0.8067 0.5859 0.8067 0.8982
0.4006 6.9906 2230 0.8090 0.5859 0.8090 0.8994
0.4006 6.9969 2232 0.8165 0.5890 0.8165 0.9036
0.4006 7.0031 2234 0.8157 0.5890 0.8157 0.9032
0.4006 7.0094 2236 0.8108 0.5890 0.8108 0.9005
0.4006 7.0157 2238 0.8070 0.5890 0.8070 0.8983
0.4006 7.0219 2240 0.7973 0.5505 0.7973 0.8929
0.4006 7.0282 2242 0.7852 0.4451 0.7852 0.8861
0.4006 7.0345 2244 0.7772 0.4451 0.7772 0.8816
0.4006 7.0408 2246 0.7681 0.5097 0.7681 0.8764
0.4006 7.0470 2248 0.7605 0.4906 0.7605 0.8721
0.4006 7.0533 2250 0.7480 0.5277 0.7480 0.8649
0.4006 7.0596 2252 0.7376 0.5277 0.7376 0.8588
0.4006 7.0658 2254 0.7311 0.5965 0.7311 0.8551
0.4006 7.0721 2256 0.7321 0.5786 0.7321 0.8556
0.4006 7.0784 2258 0.7345 0.6095 0.7345 0.8570
0.4006 7.0846 2260 0.7426 0.6095 0.7426 0.8617
0.4006 7.0909 2262 0.7547 0.6095 0.7547 0.8687
0.4006 7.0972 2264 0.7733 0.6875 0.7733 0.8794
0.4006 7.1034 2266 0.7990 0.6297 0.7990 0.8939
0.4006 7.1097 2268 0.8275 0.6297 0.8275 0.9097
0.4006 7.1160 2270 0.8441 0.6824 0.8441 0.9187
0.4006 7.1223 2272 0.8577 0.7149 0.8577 0.9261
0.4006 7.1285 2274 0.8561 0.7149 0.8561 0.9253
0.4006 7.1348 2276 0.8492 0.6582 0.8492 0.9215
0.4006 7.1411 2278 0.8372 0.6582 0.8372 0.9150
0.4006 7.1473 2280 0.8304 0.6582 0.8304 0.9113
0.4006 7.1536 2282 0.8150 0.6124 0.8150 0.9028
0.4006 7.1599 2284 0.8085 0.6124 0.8085 0.8992
0.4006 7.1661 2286 0.8058 0.6396 0.8058 0.8977
0.4006 7.1724 2288 0.7995 0.5666 0.7995 0.8941
0.4006 7.1787 2290 0.7937 0.5666 0.7937 0.8909
0.4006 7.1850 2292 0.7870 0.5666 0.7870 0.8871
0.4006 7.1912 2294 0.7879 0.5666 0.7879 0.8877
0.4006 7.1975 2296 0.7888 0.5666 0.7888 0.8881
0.4006 7.2038 2298 0.7848 0.5666 0.7848 0.8859
0.4006 7.2100 2300 0.7841 0.5666 0.7841 0.8855
0.4006 7.2163 2302 0.7843 0.5666 0.7843 0.8856
0.4006 7.2226 2304 0.7880 0.5666 0.7880 0.8877
0.4006 7.2288 2306 0.7890 0.5666 0.7890 0.8883
0.4006 7.2351 2308 0.7925 0.5286 0.7925 0.8902
0.4006 7.2414 2310 0.7954 0.5286 0.7954 0.8919
0.4006 7.2476 2312 0.8019 0.5293 0.8019 0.8955
0.4006 7.2539 2314 0.8059 0.5293 0.8059 0.8977
0.4006 7.2602 2316 0.8056 0.6346 0.8056 0.8975
0.4006 7.2665 2318 0.8032 0.6346 0.8032 0.8962
0.4006 7.2727 2320 0.8030 0.6346 0.8030 0.8961
0.4006 7.2790 2322 0.7903 0.6346 0.7903 0.8890
0.4006 7.2853 2324 0.7733 0.6053 0.7733 0.8794
0.4006 7.2915 2326 0.7561 0.6713 0.7561 0.8695
0.4006 7.2978 2328 0.7423 0.6023 0.7423 0.8616
0.4006 7.3041 2330 0.7333 0.5990 0.7333 0.8563
0.4006 7.3103 2332 0.7324 0.5756 0.7324 0.8558
0.4006 7.3166 2334 0.7300 0.5756 0.7300 0.8544
0.4006 7.3229 2336 0.7286 0.5756 0.7286 0.8536
0.4006 7.3292 2338 0.7315 0.5990 0.7315 0.8553
0.4006 7.3354 2340 0.7326 0.6023 0.7326 0.8559
0.4006 7.3417 2342 0.7365 0.6023 0.7365 0.8582
0.4006 7.3480 2344 0.7418 0.6023 0.7418 0.8613
0.4006 7.3542 2346 0.7395 0.6023 0.7395 0.8599
0.4006 7.3605 2348 0.7371 0.6023 0.7371 0.8586
0.4006 7.3668 2350 0.7325 0.6023 0.7325 0.8559
0.4006 7.3730 2352 0.7337 0.5779 0.7337 0.8566
0.4006 7.3793 2354 0.7374 0.5779 0.7374 0.8587
0.4006 7.3856 2356 0.7433 0.6023 0.7433 0.8622
0.4006 7.3918 2358 0.7497 0.6023 0.7497 0.8658
0.4006 7.3981 2360 0.7571 0.5779 0.7571 0.8701
0.4006 7.4044 2362 0.7557 0.5779 0.7557 0.8693
0.4006 7.4107 2364 0.7514 0.5779 0.7514 0.8669
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0.3552 9.2476 2950 0.7379 0.6582 0.7379 0.8590
0.3552 9.2539 2952 0.7381 0.6582 0.7381 0.8591
0.3552 9.2602 2954 0.7370 0.6582 0.7370 0.8585
0.3552 9.2665 2956 0.7357 0.6582 0.7357 0.8577
0.3552 9.2727 2958 0.7340 0.6582 0.7340 0.8568
0.3552 9.2790 2960 0.7330 0.6582 0.7330 0.8561
0.3552 9.2853 2962 0.7318 0.6124 0.7318 0.8555
0.3552 9.2915 2964 0.7309 0.6124 0.7309 0.8549
0.3552 9.2978 2966 0.7295 0.5439 0.7295 0.8541
0.3552 9.3041 2968 0.7279 0.5439 0.7279 0.8532
0.3552 9.3103 2970 0.7269 0.5439 0.7269 0.8526
0.3552 9.3166 2972 0.7258 0.5439 0.7258 0.8519
0.3552 9.3229 2974 0.7248 0.5439 0.7248 0.8514
0.3552 9.3292 2976 0.7245 0.5439 0.7245 0.8512
0.3552 9.3354 2978 0.7256 0.5439 0.7256 0.8518
0.3552 9.3417 2980 0.7269 0.5439 0.7269 0.8526
0.3552 9.3480 2982 0.7288 0.5439 0.7288 0.8537
0.3552 9.3542 2984 0.7306 0.5439 0.7306 0.8547
0.3552 9.3605 2986 0.7313 0.5439 0.7313 0.8552
0.3552 9.3668 2988 0.7323 0.5439 0.7323 0.8558
0.3552 9.3730 2990 0.7333 0.5439 0.7333 0.8563
0.3552 9.3793 2992 0.7343 0.5617 0.7343 0.8569
0.3552 9.3856 2994 0.7346 0.5617 0.7346 0.8571
0.3552 9.3918 2996 0.7342 0.5617 0.7342 0.8569
0.3552 9.3981 2998 0.7347 0.5617 0.7347 0.8572
0.3166 9.4044 3000 0.7357 0.5617 0.7357 0.8577
0.3166 9.4107 3002 0.7367 0.5617 0.7367 0.8583
0.3166 9.4169 3004 0.7375 0.5617 0.7375 0.8588
0.3166 9.4232 3006 0.7387 0.5617 0.7387 0.8595
0.3166 9.4295 3008 0.7397 0.5617 0.7397 0.8601
0.3166 9.4357 3010 0.7399 0.6297 0.7399 0.8602
0.3166 9.4420 3012 0.7396 0.6297 0.7396 0.8600
0.3166 9.4483 3014 0.7389 0.6297 0.7389 0.8596
0.3166 9.4545 3016 0.7386 0.5617 0.7386 0.8594
0.3166 9.4608 3018 0.7380 0.5617 0.7380 0.8591
0.3166 9.4671 3020 0.7379 0.5617 0.7379 0.8590
0.3166 9.4734 3022 0.7375 0.5617 0.7375 0.8588
0.3166 9.4796 3024 0.7375 0.5617 0.7375 0.8588
0.3166 9.4859 3026 0.7373 0.5617 0.7373 0.8586
0.3166 9.4922 3028 0.7372 0.5617 0.7372 0.8586
0.3166 9.4984 3030 0.7380 0.5617 0.7380 0.8591
0.3166 9.5047 3032 0.7380 0.5617 0.7380 0.8591
0.3166 9.5110 3034 0.7377 0.5617 0.7377 0.8589
0.3166 9.5172 3036 0.7365 0.5617 0.7365 0.8582
0.3166 9.5235 3038 0.7349 0.5617 0.7349 0.8573
0.3166 9.5298 3040 0.7333 0.5439 0.7333 0.8564
0.3166 9.5361 3042 0.7323 0.5439 0.7323 0.8558
0.3166 9.5423 3044 0.7312 0.5779 0.7312 0.8551
0.3166 9.5486 3046 0.7300 0.5779 0.7300 0.8544
0.3166 9.5549 3048 0.7290 0.6095 0.7290 0.8538
0.3166 9.5611 3050 0.7285 0.6095 0.7285 0.8535
0.3166 9.5674 3052 0.7289 0.6095 0.7289 0.8538
0.3166 9.5737 3054 0.7288 0.6095 0.7288 0.8537
0.3166 9.5799 3056 0.7281 0.6095 0.7281 0.8533
0.3166 9.5862 3058 0.7278 0.6095 0.7278 0.8531
0.3166 9.5925 3060 0.7277 0.6095 0.7277 0.8530
0.3166 9.5987 3062 0.7276 0.6095 0.7276 0.8530
0.3166 9.6050 3064 0.7275 0.6095 0.7275 0.8529
0.3166 9.6113 3066 0.7274 0.6095 0.7274 0.8529
0.3166 9.6176 3068 0.7278 0.6095 0.7278 0.8531
0.3166 9.6238 3070 0.7289 0.6095 0.7289 0.8538
0.3166 9.6301 3072 0.7300 0.6714 0.7300 0.8544
0.3166 9.6364 3074 0.7303 0.6714 0.7303 0.8546
0.3166 9.6426 3076 0.7305 0.6714 0.7305 0.8547
0.3166 9.6489 3078 0.7304 0.6875 0.7304 0.8546
0.3166 9.6552 3080 0.7303 0.6875 0.7303 0.8546
0.3166 9.6614 3082 0.7304 0.6875 0.7304 0.8546
0.3166 9.6677 3084 0.7307 0.6875 0.7307 0.8548
0.3166 9.6740 3086 0.7310 0.6875 0.7310 0.8550
0.3166 9.6803 3088 0.7311 0.6875 0.7311 0.8550
0.3166 9.6865 3090 0.7317 0.6875 0.7317 0.8554
0.3166 9.6928 3092 0.7322 0.6596 0.7322 0.8557
0.3166 9.6991 3094 0.7330 0.6596 0.7330 0.8561
0.3166 9.7053 3096 0.7335 0.6596 0.7335 0.8565
0.3166 9.7116 3098 0.7339 0.6596 0.7339 0.8567
0.3166 9.7179 3100 0.7338 0.6596 0.7338 0.8567
0.3166 9.7241 3102 0.7335 0.6596 0.7335 0.8565
0.3166 9.7304 3104 0.7335 0.6596 0.7335 0.8565
0.3166 9.7367 3106 0.7339 0.6596 0.7339 0.8567
0.3166 9.7429 3108 0.7343 0.6596 0.7343 0.8569
0.3166 9.7492 3110 0.7350 0.6596 0.7350 0.8573
0.3166 9.7555 3112 0.7359 0.6297 0.7359 0.8578
0.3166 9.7618 3114 0.7365 0.6297 0.7365 0.8582
0.3166 9.7680 3116 0.7366 0.6297 0.7366 0.8583
0.3166 9.7743 3118 0.7370 0.6297 0.7370 0.8585
0.3166 9.7806 3120 0.7372 0.6297 0.7372 0.8586
0.3166 9.7868 3122 0.7374 0.6297 0.7374 0.8587
0.3166 9.7931 3124 0.7377 0.6297 0.7377 0.8589
0.3166 9.7994 3126 0.7376 0.6297 0.7376 0.8588
0.3166 9.8056 3128 0.7377 0.6297 0.7377 0.8589
0.3166 9.8119 3130 0.7377 0.6297 0.7377 0.8589
0.3166 9.8182 3132 0.7376 0.6297 0.7376 0.8589
0.3166 9.8245 3134 0.7374 0.6297 0.7374 0.8587
0.3166 9.8307 3136 0.7370 0.6297 0.7370 0.8585
0.3166 9.8370 3138 0.7367 0.6297 0.7367 0.8583
0.3166 9.8433 3140 0.7365 0.6297 0.7365 0.8582
0.3166 9.8495 3142 0.7361 0.6297 0.7361 0.8580
0.3166 9.8558 3144 0.7357 0.6596 0.7357 0.8577
0.3166 9.8621 3146 0.7352 0.6596 0.7352 0.8574
0.3166 9.8683 3148 0.7347 0.6596 0.7347 0.8572
0.3166 9.8746 3150 0.7344 0.6596 0.7344 0.8570
0.3166 9.8809 3152 0.7342 0.6596 0.7342 0.8568
0.3166 9.8871 3154 0.7339 0.6596 0.7339 0.8567
0.3166 9.8934 3156 0.7334 0.6596 0.7334 0.8564
0.3166 9.8997 3158 0.7330 0.6596 0.7330 0.8561
0.3166 9.9060 3160 0.7326 0.6875 0.7326 0.8559
0.3166 9.9122 3162 0.7321 0.6875 0.7321 0.8557
0.3166 9.9185 3164 0.7318 0.6875 0.7318 0.8555
0.3166 9.9248 3166 0.7316 0.6875 0.7316 0.8553
0.3166 9.9310 3168 0.7315 0.6875 0.7315 0.8553
0.3166 9.9373 3170 0.7315 0.6875 0.7315 0.8553
0.3166 9.9436 3172 0.7316 0.6875 0.7316 0.8553
0.3166 9.9498 3174 0.7317 0.6875 0.7317 0.8554
0.3166 9.9561 3176 0.7316 0.6875 0.7316 0.8554
0.3166 9.9624 3178 0.7316 0.6875 0.7316 0.8553
0.3166 9.9687 3180 0.7315 0.6875 0.7315 0.8553
0.3166 9.9749 3182 0.7315 0.6875 0.7315 0.8553
0.3166 9.9812 3184 0.7315 0.6875 0.7315 0.8553
0.3166 9.9875 3186 0.7315 0.6875 0.7315 0.8553
0.3166 9.9937 3188 0.7315 0.6875 0.7315 0.8553
0.3166 10.0 3190 0.7315 0.6875 0.7315 0.8553

Framework versions

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