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Arabic_FineTuningAraBERT_AugV4_k20_task1_organization_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: 0.8173
  • Qwk: 0.8142
  • Mse: 0.8173
  • Rmse: 0.9040

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10

Training results

Training Loss Epoch Step Validation Loss Qwk Mse Rmse
No log 0.0020 2 4.7993 -0.0064 4.7993 2.1907
No log 0.0040 4 2.9175 0.1257 2.9175 1.7081
No log 0.0060 6 1.8772 0.0664 1.8772 1.3701
No log 0.0081 8 1.7505 0.0253 1.7505 1.3231
No log 0.0101 10 1.5654 0.1189 1.5654 1.2511
No log 0.0121 12 1.3576 0.3607 1.3576 1.1652
No log 0.0141 14 1.5396 0.2416 1.5396 1.2408
No log 0.0161 16 2.2947 0.1075 2.2947 1.5148
No log 0.0181 18 2.2528 0.1097 2.2528 1.5009
No log 0.0201 20 2.0352 0.1322 2.0352 1.4266
No log 0.0222 22 1.9870 0.1370 1.9870 1.4096
No log 0.0242 24 2.2095 0.1075 2.2095 1.4864
No log 0.0262 26 2.2790 0.1500 2.2790 1.5096
No log 0.0282 28 2.1504 0.2259 2.1504 1.4664
No log 0.0302 30 1.8946 0.1621 1.8946 1.3765
No log 0.0322 32 1.6545 0.2240 1.6545 1.2863
No log 0.0342 34 1.8787 0.3150 1.8787 1.3707
No log 0.0363 36 2.4615 0.2381 2.4615 1.5689
No log 0.0383 38 2.6356 0.1409 2.6356 1.6234
No log 0.0403 40 2.6455 0.1886 2.6455 1.6265
No log 0.0423 42 2.5518 0.0 2.5518 1.5974
No log 0.0443 44 2.2944 0.0 2.2944 1.5147
No log 0.0463 46 1.9649 0.0275 1.9649 1.4017
No log 0.0483 48 1.8613 0.0574 1.8613 1.3643
No log 0.0504 50 2.0184 0.0824 2.0184 1.4207
No log 0.0524 52 2.5420 0.0238 2.5420 1.5944
No log 0.0544 54 3.1997 0.0903 3.1997 1.7888
No log 0.0564 56 3.4688 0.0823 3.4688 1.8625
No log 0.0584 58 3.2801 -0.0645 3.2801 1.8111
No log 0.0604 60 2.9231 -0.0259 2.9231 1.7097
No log 0.0624 62 3.0383 0.0753 3.0383 1.7431
No log 0.0645 64 3.4296 0.2585 3.4296 1.8519
No log 0.0665 66 3.1408 0.3106 3.1408 1.7722
No log 0.0685 68 2.4450 0.2888 2.4450 1.5637
No log 0.0705 70 2.3128 0.2888 2.3128 1.5208
No log 0.0725 72 2.5269 0.3161 2.5269 1.5896
No log 0.0745 74 2.7242 0.3226 2.7242 1.6505
No log 0.0765 76 2.9095 0.2622 2.9095 1.7057
No log 0.0785 78 2.7417 0.2351 2.7417 1.6558
No log 0.0806 80 3.0620 0.2585 3.0620 1.7499
No log 0.0826 82 3.3411 0.2585 3.3411 1.8279
No log 0.0846 84 2.8957 0.2822 2.8957 1.7017
No log 0.0866 86 2.3626 0.4606 2.3626 1.5371
No log 0.0886 88 2.1229 0.5213 2.1229 1.4570
No log 0.0906 90 1.8160 0.4582 1.8160 1.3476
No log 0.0926 92 2.1552 0.4583 2.1552 1.4681
No log 0.0947 94 3.1379 0.2585 3.1379 1.7714
No log 0.0967 96 3.3604 0.2585 3.3604 1.8331
No log 0.0987 98 2.7723 0.2699 2.7723 1.6650
No log 0.1007 100 2.1155 0.4155 2.1155 1.4545
No log 0.1027 102 1.7588 0.4797 1.7588 1.3262
No log 0.1047 104 1.8401 0.4797 1.8401 1.3565
No log 0.1067 106 2.5413 0.3226 2.5413 1.5941
No log 0.1088 108 2.9955 0.2770 2.9955 1.7307
No log 0.1108 110 3.0133 0.2770 3.0133 1.7359
No log 0.1128 112 2.7402 0.3573 2.7402 1.6554
No log 0.1148 114 2.3748 0.4606 2.3748 1.5410
No log 0.1168 116 2.4312 0.4974 2.4312 1.5592
No log 0.1188 118 2.6627 0.3789 2.6627 1.6318
No log 0.1208 120 2.9599 0.3824 2.9599 1.7204
No log 0.1229 122 2.7502 0.3405 2.7502 1.6584
No log 0.1249 124 2.2723 0.5326 2.2723 1.5074
No log 0.1269 126 1.9519 0.4790 1.9519 1.3971
No log 0.1289 128 1.7332 0.5213 1.7332 1.3165
No log 0.1309 130 1.7644 0.5 1.7644 1.3283
No log 0.1329 132 2.0899 0.4786 2.0899 1.4456
No log 0.1349 134 2.5753 0.4415 2.5753 1.6048
No log 0.1370 136 2.9996 0.2770 2.9996 1.7319
No log 0.1390 138 2.9101 0.2770 2.9101 1.7059
No log 0.1410 140 2.3681 0.4596 2.3681 1.5389
No log 0.1430 142 1.6523 0.5661 1.6523 1.2854
No log 0.1450 144 1.4434 0.5449 1.4434 1.2014
No log 0.1470 146 1.6160 0.5440 1.6160 1.2712
No log 0.1490 148 2.0491 0.4990 2.0491 1.4315
No log 0.1511 150 2.6076 0.3613 2.6076 1.6148
No log 0.1531 152 2.7504 0.3478 2.7504 1.6584
No log 0.1551 154 2.4057 0.2687 2.4057 1.5510
No log 0.1571 156 2.0881 0.2947 2.0881 1.4450
No log 0.1591 158 1.9881 0.4124 1.9881 1.4100
No log 0.1611 160 1.9777 0.3977 1.9777 1.4063
No log 0.1631 162 2.0430 0.3977 2.0430 1.4294
No log 0.1652 164 2.1285 0.3940 2.1285 1.4589
No log 0.1672 166 2.2384 0.3940 2.2384 1.4961
No log 0.1692 168 2.4992 0.4790 2.4992 1.5809
No log 0.1712 170 2.4183 0.4247 2.4183 1.5551
No log 0.1732 172 2.2444 0.3770 2.2444 1.4981
No log 0.1752 174 2.2749 0.3770 2.2749 1.5083
No log 0.1772 176 1.9890 0.3770 1.9890 1.4103
No log 0.1793 178 1.9282 0.4790 1.9282 1.3886
No log 0.1813 180 1.8560 0.4995 1.8560 1.3624
No log 0.1833 182 2.1860 0.4379 2.1860 1.4785
No log 0.1853 184 2.4670 0.3851 2.4670 1.5707
No log 0.1873 186 2.2763 0.4606 2.2763 1.5087
No log 0.1893 188 2.1602 0.4585 2.1602 1.4698
No log 0.1913 190 2.0952 0.4790 2.0952 1.4475
No log 0.1934 192 1.8732 0.4369 1.8732 1.3687
No log 0.1954 194 1.9405 0.4369 1.9405 1.3930
No log 0.1974 196 2.2814 0.4256 2.2814 1.5104
No log 0.1994 198 2.5875 0.3921 2.5875 1.6086
No log 0.2014 200 3.1371 0.3886 3.1371 1.7712
No log 0.2034 202 2.9651 0.3952 2.9651 1.7220
No log 0.2054 204 2.5109 0.3851 2.5109 1.5846
No log 0.2075 206 2.1375 0.4793 2.1375 1.4620
No log 0.2095 208 1.7985 0.5600 1.7985 1.3411
No log 0.2115 210 1.8590 0.5573 1.8590 1.3635
No log 0.2135 212 2.3525 0.4796 2.3525 1.5338
No log 0.2155 214 2.4252 0.4796 2.4252 1.5573
No log 0.2175 216 2.2185 0.4793 2.2185 1.4895
No log 0.2195 218 1.8855 0.4369 1.8855 1.3731
No log 0.2216 220 1.7523 0.4369 1.7523 1.3237
No log 0.2236 222 1.8325 0.4369 1.8325 1.3537
No log 0.2256 224 1.8856 0.4790 1.8856 1.3732
No log 0.2276 226 1.8422 0.4790 1.8422 1.3573
No log 0.2296 228 1.7831 0.5581 1.7831 1.3353
No log 0.2316 230 1.8680 0.5958 1.8680 1.3668
No log 0.2336 232 2.1292 0.5311 2.1292 1.4592
No log 0.2356 234 2.3123 0.4968 2.3123 1.5206
No log 0.2377 236 2.0552 0.3307 2.0552 1.4336
No log 0.2397 238 1.7596 0.3274 1.7596 1.3265
No log 0.2417 240 1.6823 0.3787 1.6823 1.2970
No log 0.2437 242 1.6474 0.3787 1.6474 1.2835
No log 0.2457 244 1.6520 0.4337 1.6520 1.2853
No log 0.2477 246 1.7966 0.4583 1.7966 1.3404
No log 0.2497 248 2.0919 0.5166 2.0919 1.4464
No log 0.2518 250 2.3361 0.5311 2.3361 1.5284
No log 0.2538 252 1.9846 0.5166 1.9846 1.4087
No log 0.2558 254 1.5234 0.5804 1.5234 1.2343
No log 0.2578 256 1.4579 0.6053 1.4579 1.2074
No log 0.2598 258 1.6421 0.5573 1.6421 1.2814
No log 0.2618 260 1.8709 0.5166 1.8709 1.3678
No log 0.2638 262 1.8017 0.4991 1.8017 1.3423
No log 0.2659 264 1.6122 0.5769 1.6122 1.2697
No log 0.2679 266 1.5027 0.6349 1.5027 1.2259
No log 0.2699 268 1.3515 0.6485 1.3515 1.1625
No log 0.2719 270 1.4245 0.6485 1.4245 1.1935
No log 0.2739 272 1.8743 0.5166 1.8743 1.3691
No log 0.2759 274 2.4377 0.5124 2.4377 1.5613
No log 0.2779 276 2.7774 0.4655 2.7774 1.6665
No log 0.2800 278 2.6757 0.4460 2.6757 1.6358
No log 0.2820 280 2.1761 0.4011 2.1761 1.4752
No log 0.2840 282 1.7244 0.4571 1.7244 1.3131
No log 0.2860 284 1.4650 0.5028 1.4650 1.2104
No log 0.2880 286 1.3435 0.5028 1.3435 1.1591
No log 0.2900 288 1.4125 0.4312 1.4125 1.1885
No log 0.2920 290 1.7641 0.5 1.7641 1.3282
No log 0.2941 292 2.0890 0.4585 2.0890 1.4453
No log 0.2961 294 2.0428 0.4790 2.0428 1.4293
No log 0.2981 296 1.6656 0.4571 1.6656 1.2906
No log 0.3001 298 1.4259 0.5449 1.4259 1.1941
No log 0.3021 300 1.3670 0.5670 1.3670 1.1692
No log 0.3041 302 1.6785 0.5573 1.6785 1.2956
No log 0.3061 304 1.8154 0.6117 1.8154 1.3474
No log 0.3082 306 2.0809 0.5817 2.0809 1.4425
No log 0.3102 308 2.2640 0.5646 2.2640 1.5047
No log 0.3122 310 2.0464 0.4796 2.0464 1.4305
No log 0.3142 312 1.5926 0.5426 1.5926 1.2620
No log 0.3162 314 1.2644 0.5270 1.2644 1.1245
No log 0.3182 316 1.2937 0.5270 1.2937 1.1374
No log 0.3202 318 1.5169 0.5449 1.5169 1.2316
No log 0.3223 320 1.9907 0.4397 1.9907 1.4109
No log 0.3243 322 2.2008 0.4415 2.2008 1.4835
No log 0.3263 324 2.1675 0.4606 2.1675 1.4722
No log 0.3283 326 1.9031 0.4596 1.9031 1.3795
No log 0.3303 328 1.4811 0.6053 1.4811 1.2170
No log 0.3323 330 1.2889 0.5670 1.2889 1.1353
No log 0.3343 332 1.2548 0.6015 1.2548 1.1202
No log 0.3364 334 1.4083 0.6015 1.4083 1.1867
No log 0.3384 336 1.6355 0.6008 1.6355 1.2789
No log 0.3404 338 2.2187 0.5158 2.2187 1.4895
No log 0.3424 340 2.4769 0.4809 2.4769 1.5738
No log 0.3444 342 2.2447 0.4974 2.2447 1.4982
No log 0.3464 344 1.7226 0.4995 1.7226 1.3125
No log 0.3484 346 1.2857 0.6839 1.2857 1.1339
No log 0.3505 348 1.2359 0.6839 1.2359 1.1117
No log 0.3525 350 1.4634 0.6053 1.4634 1.2097
No log 0.3545 352 1.6071 0.5385 1.6071 1.2677
No log 0.3565 354 1.7551 0.5188 1.7551 1.3248
No log 0.3585 356 1.5368 0.5385 1.5368 1.2397
No log 0.3605 358 1.3918 0.6008 1.3918 1.1798
No log 0.3625 360 1.5003 0.5965 1.5003 1.2249
No log 0.3646 362 1.8304 0.5177 1.8304 1.3529
No log 0.3666 364 1.8747 0.4987 1.8747 1.3692
No log 0.3686 366 1.7436 0.5188 1.7436 1.3205
No log 0.3706 368 1.6562 0.5385 1.6562 1.2869
No log 0.3726 370 1.7770 0.5188 1.7770 1.3330
No log 0.3746 372 1.7872 0.5188 1.7872 1.3369
No log 0.3766 374 1.7901 0.5188 1.7901 1.3379
No log 0.3787 376 1.5343 0.5188 1.5343 1.2387
No log 0.3807 378 1.4853 0.5188 1.4853 1.2187
No log 0.3827 380 1.6068 0.5188 1.6068 1.2676
No log 0.3847 382 1.4367 0.5404 1.4367 1.1986
No log 0.3867 384 1.3733 0.5404 1.3733 1.1719
No log 0.3887 386 1.5178 0.5200 1.5178 1.2320
No log 0.3907 388 1.8556 0.5188 1.8556 1.3622
No log 0.3927 390 2.0333 0.5482 2.0333 1.4259
No log 0.3948 392 1.7783 0.5737 1.7783 1.3335
No log 0.3968 394 1.4318 0.5777 1.4318 1.1966
No log 0.3988 396 1.3226 0.6015 1.3226 1.1501
No log 0.4008 398 1.2302 0.6061 1.2302 1.1091
No log 0.4028 400 1.4241 0.6356 1.4241 1.1934
No log 0.4048 402 1.8637 0.4991 1.8637 1.3652
No log 0.4068 404 2.0287 0.5166 2.0287 1.4243
No log 0.4089 406 1.9737 0.5707 1.9737 1.4049
No log 0.4109 408 1.6155 0.5889 1.6155 1.2710
No log 0.4129 410 1.4639 0.6008 1.4639 1.2099
No log 0.4149 412 1.5088 0.6115 1.5088 1.2283
No log 0.4169 414 1.5323 0.6071 1.5323 1.2378
No log 0.4189 416 1.6833 0.5889 1.6833 1.2974
No log 0.4209 418 1.6991 0.5889 1.6991 1.3035
No log 0.4230 420 1.5403 0.5965 1.5403 1.2411
No log 0.4250 422 1.2639 0.6491 1.2639 1.1243
No log 0.4270 424 1.2615 0.7076 1.2615 1.1232
No log 0.4290 426 1.5486 0.6452 1.5486 1.2444
No log 0.4310 428 1.7964 0.6247 1.7964 1.3403
No log 0.4330 430 1.7574 0.5769 1.7574 1.3257
No log 0.4350 432 1.6787 0.5769 1.6787 1.2957
No log 0.4371 434 1.3958 0.5404 1.3958 1.1814
No log 0.4391 436 1.1350 0.6697 1.1350 1.0654
No log 0.4411 438 0.9774 0.6465 0.9774 0.9887
No log 0.4431 440 1.0463 0.6465 1.0463 1.0229
No log 0.4451 442 1.3342 0.5984 1.3342 1.1551
No log 0.4471 444 1.6261 0.5404 1.6261 1.2752
No log 0.4491 446 1.9187 0.4991 1.9187 1.3852
No log 0.4512 448 1.8424 0.4991 1.8424 1.3574
No log 0.4532 450 1.4869 0.5965 1.4869 1.2194
No log 0.4552 452 1.2777 0.6610 1.2777 1.1304
No log 0.4572 454 1.1995 0.7211 1.1995 1.0952
No log 0.4592 456 1.1810 0.7211 1.1810 1.0867
No log 0.4612 458 1.3625 0.6545 1.3625 1.1673
No log 0.4632 460 1.5122 0.6485 1.5122 1.2297
No log 0.4653 462 1.8482 0.5524 1.8482 1.3595
No log 0.4673 464 1.7871 0.5524 1.7871 1.3368
No log 0.4693 466 1.6714 0.5188 1.6714 1.2928
No log 0.4713 468 1.4377 0.5804 1.4377 1.1991
No log 0.4733 470 1.2793 0.7014 1.2793 1.1311
No log 0.4753 472 1.1692 0.7194 1.1692 1.0813
No log 0.4773 474 1.0641 0.6395 1.0641 1.0315
No log 0.4794 476 1.0808 0.7014 1.0808 1.0396
No log 0.4814 478 1.2720 0.6860 1.2720 1.1278
No log 0.4834 480 1.5973 0.6552 1.5973 1.2639
No log 0.4854 482 1.5410 0.6552 1.5410 1.2414
No log 0.4874 484 1.3052 0.7417 1.3052 1.1425
No log 0.4894 486 1.1207 0.7511 1.1207 1.0586
No log 0.4914 488 1.1186 0.7840 1.1186 1.0577
No log 0.4935 490 1.2084 0.7068 1.2084 1.0993
No log 0.4955 492 1.2337 0.5984 1.2337 1.1107
No log 0.4975 494 1.3288 0.5270 1.3288 1.1528
No log 0.4995 496 1.5400 0.5600 1.5400 1.2410
No log 0.5015 498 1.7117 0.4995 1.7117 1.3083
0.509 0.5035 500 1.7358 0.5358 1.7358 1.3175
0.509 0.5055 502 1.7447 0.5358 1.7447 1.3209
0.509 0.5076 504 1.4784 0.5638 1.4784 1.2159
0.509 0.5096 506 1.4417 0.5638 1.4417 1.2007
0.509 0.5116 508 1.5628 0.5926 1.5628 1.2501
0.509 0.5136 510 1.6594 0.6247 1.6594 1.2882
0.509 0.5156 512 1.5966 0.6429 1.5966 1.2636
0.509 0.5176 514 1.6533 0.5889 1.6533 1.2858
0.509 0.5196 516 1.6435 0.5707 1.6435 1.2820
0.509 0.5217 518 1.4605 0.6115 1.4605 1.2085
0.509 0.5237 520 1.4988 0.6429 1.4988 1.2243
0.509 0.5257 522 1.6365 0.6429 1.6365 1.2793
0.509 0.5277 524 1.5268 0.6429 1.5268 1.2356
0.509 0.5297 526 1.4358 0.6008 1.4358 1.1983
0.509 0.5317 528 1.6809 0.5737 1.6809 1.2965
0.509 0.5337 530 1.9577 0.5157 1.9577 1.3992
0.509 0.5358 532 2.0294 0.5157 2.0294 1.4246
0.509 0.5378 534 1.9176 0.5188 1.9176 1.3848
0.509 0.5398 536 1.7034 0.5404 1.7034 1.3052
0.509 0.5418 538 1.5362 0.5404 1.5362 1.2395
0.509 0.5438 540 1.3899 0.6008 1.3899 1.1789
0.509 0.5458 542 1.5062 0.5404 1.5062 1.2273
0.509 0.5478 544 1.5153 0.5404 1.5153 1.2310
0.509 0.5498 546 1.4101 0.6008 1.4101 1.1875
0.509 0.5519 548 1.6002 0.5385 1.6002 1.2650
0.509 0.5539 550 1.8535 0.5333 1.8535 1.3614
0.509 0.5559 552 1.8306 0.5349 1.8306 1.3530
0.509 0.5579 554 1.5318 0.5404 1.5318 1.2377
0.509 0.5599 556 1.3439 0.6839 1.3439 1.1593
0.509 0.5619 558 1.3919 0.6839 1.3919 1.1798
0.509 0.5639 560 1.6153 0.5926 1.6153 1.2709
0.509 0.5660 562 1.7444 0.5889 1.7444 1.3208
0.509 0.5680 564 1.8668 0.5166 1.8668 1.3663
0.509 0.5700 566 1.8084 0.5349 1.8084 1.3448
0.509 0.5720 568 1.8613 0.5349 1.8613 1.3643
0.509 0.5740 570 1.6915 0.5385 1.6915 1.3006
0.509 0.5760 572 1.5746 0.5608 1.5746 1.2548
0.509 0.5780 574 1.7416 0.5385 1.7416 1.3197
0.509 0.5801 576 1.8753 0.4615 1.8753 1.3694
0.509 0.5821 578 1.9839 0.4625 1.9839 1.4085
0.509 0.5841 580 1.8606 0.4615 1.8606 1.3641
0.509 0.5861 582 1.5971 0.5243 1.5971 1.2638
0.509 0.5881 584 1.5779 0.5243 1.5779 1.2562
0.509 0.5901 586 1.6579 0.4797 1.6579 1.2876
0.509 0.5921 588 1.6067 0.5926 1.6067 1.2675
0.509 0.5942 590 1.7715 0.5926 1.7715 1.3310
0.509 0.5962 592 1.6964 0.6485 1.6964 1.3024
0.509 0.5982 594 1.5030 0.6485 1.5030 1.2260
0.509 0.6002 596 1.4735 0.6673 1.4735 1.2139
0.509 0.6022 598 1.7663 0.6866 1.7663 1.3290
0.509 0.6042 600 1.9584 0.6233 1.9584 1.3994
0.509 0.6062 602 1.8696 0.6117 1.8696 1.3673
0.509 0.6083 604 1.5112 0.6485 1.5112 1.2293
0.509 0.6103 606 1.0835 0.7014 1.0835 1.0409
0.509 0.6123 608 0.9515 0.7194 0.9515 0.9755
0.509 0.6143 610 1.0964 0.7515 1.0964 1.0471
0.509 0.6163 612 1.2971 0.6673 1.2971 1.1389
0.509 0.6183 614 1.6199 0.6429 1.6199 1.2728
0.509 0.6203 616 1.6282 0.6247 1.6282 1.2760
0.509 0.6224 618 1.4680 0.6407 1.4680 1.2116
0.509 0.6244 620 1.4691 0.6407 1.4691 1.2121
0.509 0.6264 622 1.6965 0.4991 1.6965 1.3025
0.509 0.6284 624 2.1333 0.5157 2.1333 1.4606
0.509 0.6304 626 2.5103 0.5685 2.5103 1.5844
0.509 0.6324 628 2.4279 0.5685 2.4279 1.5582
0.509 0.6344 630 2.0224 0.4425 2.0224 1.4221
0.509 0.6365 632 1.5971 0.5417 1.5971 1.2638
0.509 0.6385 634 1.2911 0.6609 1.2911 1.1363
0.509 0.6405 636 1.2328 0.6763 1.2328 1.1103
0.509 0.6425 638 1.3903 0.5882 1.3903 1.1791
0.509 0.6445 640 1.6184 0.4991 1.6184 1.2722
0.509 0.6465 642 2.0698 0.4425 2.0698 1.4387
0.509 0.6485 644 2.2650 0.4799 2.2650 1.5050
0.509 0.6506 646 2.1567 0.4425 2.1567 1.4686
0.509 0.6526 648 1.8473 0.4425 1.8473 1.3591
0.509 0.6546 650 1.4778 0.6257 1.4778 1.2157
0.509 0.6566 652 1.1806 0.7519 1.1806 1.0866
0.509 0.6586 654 1.1086 0.7519 1.1086 1.0529
0.509 0.6606 656 1.2426 0.7519 1.2426 1.1147
0.509 0.6626 658 1.6236 0.4995 1.6236 1.2742
0.509 0.6647 660 2.0235 0.4633 2.0235 1.4225
0.509 0.6667 662 2.1027 0.4633 2.1027 1.4501
0.509 0.6687 664 1.8420 0.5166 1.8420 1.3572
0.509 0.6707 666 1.4432 0.6610 1.4432 1.2014
0.509 0.6727 668 1.1955 0.7129 1.1955 1.0934
0.509 0.6747 670 1.0879 0.7129 1.0879 1.0430
0.509 0.6767 672 1.1715 0.7129 1.1715 1.0823
0.509 0.6788 674 1.3190 0.6551 1.3190 1.1485
0.509 0.6808 676 1.4471 0.6008 1.4471 1.2030
0.509 0.6828 678 1.6612 0.5188 1.6612 1.2889
0.509 0.6848 680 1.6662 0.4995 1.6662 1.2908
0.509 0.6868 682 1.6261 0.4995 1.6261 1.2752
0.509 0.6888 684 1.4572 0.5243 1.4572 1.2072
0.509 0.6908 686 1.2109 0.6609 1.2109 1.1004
0.509 0.6928 688 1.0084 0.7074 1.0084 1.0042
0.509 0.6949 690 0.9636 0.6233 0.9636 0.9816
0.509 0.6969 692 0.9735 0.6233 0.9735 0.9867
0.509 0.6989 694 1.0025 0.6769 1.0024 1.0012
0.509 0.7009 696 1.0382 0.6769 1.0382 1.0189
0.509 0.7029 698 1.1592 0.7234 1.1592 1.0767
0.509 0.7049 700 1.3107 0.6860 1.3107 1.1448
0.509 0.7069 702 1.3645 0.6902 1.3645 1.1681
0.509 0.7090 704 1.3277 0.6902 1.3277 1.1523
0.509 0.7110 706 1.3335 0.6841 1.3335 1.1548
0.509 0.7130 708 1.2491 0.6866 1.2491 1.1176
0.509 0.7150 710 1.1571 0.6940 1.1571 1.0757
0.509 0.7170 712 1.3547 0.6356 1.3547 1.1639
0.509 0.7190 714 1.5039 0.6154 1.5039 1.2263
0.509 0.7210 716 1.5870 0.6115 1.5870 1.2598
0.509 0.7231 718 1.6314 0.6154 1.6314 1.2772
0.509 0.7251 720 1.5727 0.6154 1.5727 1.2541
0.509 0.7271 722 1.2479 0.6015 1.2479 1.1171
0.509 0.7291 724 1.1567 0.6272 1.1567 1.0755
0.509 0.7311 726 1.2249 0.6015 1.2249 1.1068
0.509 0.7331 728 1.3418 0.6407 1.3418 1.1583
0.509 0.7351 730 1.2240 0.6407 1.2240 1.1064
0.509 0.7372 732 1.0548 0.6897 1.0548 1.0270
0.509 0.7392 734 1.1423 0.7129 1.1423 1.0688
0.509 0.7412 736 1.3701 0.6303 1.3701 1.1705
0.509 0.7432 738 1.6109 0.6201 1.6109 1.2692
0.509 0.7452 740 1.4824 0.6429 1.4824 1.2175
0.509 0.7472 742 1.2073 0.7234 1.2073 1.0988
0.509 0.7492 744 0.9803 0.7134 0.9803 0.9901
0.509 0.7513 746 0.9513 0.7221 0.9513 0.9754
0.509 0.7533 748 1.1318 0.7134 1.1318 1.0638
0.509 0.7553 750 1.5111 0.5769 1.5111 1.2293
0.509 0.7573 752 1.6993 0.5188 1.6993 1.3036
0.509 0.7593 754 1.5835 0.5188 1.5835 1.2584
0.509 0.7613 756 1.3821 0.6053 1.3821 1.1756
0.509 0.7633 758 1.1399 0.6686 1.1399 1.0677
0.509 0.7654 760 1.1280 0.6897 1.1280 1.0621
0.509 0.7674 762 1.3198 0.6053 1.3198 1.1488
0.509 0.7694 764 1.6271 0.5188 1.6271 1.2756
0.509 0.7714 766 1.6335 0.6108 1.6335 1.2781
0.509 0.7734 768 1.7716 0.5502 1.7716 1.3310
0.509 0.7754 770 1.9252 0.5482 1.9252 1.3875
0.509 0.7774 772 1.7328 0.4991 1.7328 1.3164
0.509 0.7795 774 1.4639 0.6407 1.4639 1.2099
0.509 0.7815 776 1.4124 0.6407 1.4124 1.1884
0.509 0.7835 778 1.4630 0.5804 1.4630 1.2095
0.509 0.7855 780 1.5679 0.4995 1.5679 1.2522
0.509 0.7875 782 1.5138 0.5804 1.5138 1.2304
0.509 0.7895 784 1.4885 0.5804 1.4885 1.2200
0.509 0.7915 786 1.5611 0.6154 1.5611 1.2494
0.509 0.7936 788 1.8478 0.5502 1.8478 1.3594
0.509 0.7956 790 2.0551 0.5326 2.0551 1.4336
0.509 0.7976 792 2.0322 0.5149 2.0322 1.4255
0.509 0.7996 794 1.7369 0.4991 1.7369 1.3179
0.509 0.8016 796 1.4788 0.5600 1.4788 1.2161
0.509 0.8036 798 1.2535 0.6975 1.2535 1.1196
0.509 0.8056 800 1.1383 0.6975 1.1383 1.0669
0.509 0.8077 802 1.2482 0.7305 1.2482 1.1172
0.509 0.8097 804 1.5956 0.5573 1.5956 1.2632
0.509 0.8117 806 1.7877 0.5502 1.7877 1.3371
0.509 0.8137 808 1.6335 0.6025 1.6335 1.2781
0.509 0.8157 810 1.3786 0.6610 1.3786 1.1741
0.509 0.8177 812 1.1162 0.6897 1.1162 1.0565
0.509 0.8197 814 1.1146 0.6975 1.1146 1.0557
0.509 0.8218 816 1.2631 0.6323 1.2631 1.1239
0.509 0.8238 818 1.5084 0.5600 1.5084 1.2282
0.509 0.8258 820 1.6491 0.5600 1.6491 1.2842
0.509 0.8278 822 1.5141 0.5600 1.5141 1.2305
0.509 0.8298 824 1.4383 0.5600 1.4383 1.1993
0.509 0.8318 826 1.1995 0.7009 1.1995 1.0952
0.509 0.8338 828 1.0920 0.7129 1.0920 1.0450
0.509 0.8359 830 1.1537 0.7129 1.1537 1.0741
0.509 0.8379 832 1.1909 0.7129 1.1909 1.0913
0.509 0.8399 834 1.3852 0.6734 1.3852 1.1769
0.509 0.8419 836 1.5007 0.6734 1.5007 1.2250
0.509 0.8439 838 1.3885 0.6407 1.3885 1.1784
0.509 0.8459 840 1.2416 0.6975 1.2416 1.1142
0.509 0.8479 842 1.2427 0.6839 1.2427 1.1148
0.509 0.8499 844 1.3938 0.6609 1.3938 1.1806
0.509 0.8520 846 1.6093 0.4583 1.6093 1.2686
0.509 0.8540 848 1.7472 0.4995 1.7472 1.3218
0.509 0.8560 850 1.7899 0.4995 1.7899 1.3379
0.509 0.8580 852 1.5865 0.5804 1.5865 1.2596
0.509 0.8600 854 1.2809 0.6015 1.2809 1.1318
0.509 0.8620 856 1.1074 0.6897 1.1074 1.0523
0.509 0.8640 858 1.0296 0.6897 1.0296 1.0147
0.509 0.8661 860 1.0218 0.7216 1.0218 1.0109
0.509 0.8681 862 1.1534 0.7153 1.1534 1.0740
0.509 0.8701 864 1.2177 0.7129 1.2177 1.1035
0.509 0.8721 866 1.4517 0.6897 1.4517 1.2049
0.509 0.8741 868 1.7310 0.6201 1.7310 1.3157
0.509 0.8761 870 1.8197 0.6025 1.8197 1.3489
0.509 0.8781 872 1.7778 0.5396 1.7778 1.3333
0.509 0.8802 874 1.6456 0.5396 1.6456 1.2828
0.509 0.8822 876 1.3736 0.6536 1.3736 1.1720
0.509 0.8842 878 1.0759 0.7519 1.0759 1.0372
0.509 0.8862 880 0.9385 0.7296 0.9385 0.9688
0.509 0.8882 882 0.9678 0.7413 0.9678 0.9838
0.509 0.8902 884 1.1898 0.6890 1.1898 1.0908
0.509 0.8922 886 1.4395 0.6673 1.4395 1.1998
0.509 0.8943 888 1.6219 0.6485 1.6219 1.2735
0.509 0.8963 890 1.5030 0.6407 1.5030 1.2260
0.509 0.8983 892 1.2706 0.6265 1.2706 1.1272
0.509 0.9003 894 1.2098 0.6839 1.2098 1.0999
0.509 0.9023 896 1.1288 0.7519 1.1288 1.0624
0.509 0.9043 898 1.2171 0.6609 1.2171 1.1032
0.509 0.9063 900 1.2210 0.6609 1.2210 1.1050
0.509 0.9084 902 1.0982 0.7290 1.0982 1.0479
0.509 0.9104 904 0.8594 0.72 0.8594 0.9270
0.509 0.9124 906 0.7506 0.7031 0.7506 0.8664
0.509 0.9144 908 0.8005 0.7112 0.8005 0.8947
0.509 0.9164 910 1.0104 0.7519 1.0104 1.0052
0.509 0.9184 912 1.3224 0.6407 1.3224 1.1500
0.509 0.9204 914 1.5521 0.5804 1.5521 1.2458
0.509 0.9225 916 1.5286 0.5804 1.5286 1.2364
0.509 0.9245 918 1.3349 0.7009 1.3349 1.1554
0.509 0.9265 920 1.0198 0.6975 1.0198 1.0099
0.509 0.9285 922 0.7527 0.7937 0.7527 0.8676
0.509 0.9305 924 0.6859 0.7529 0.6859 0.8282
0.509 0.9325 926 0.7442 0.7937 0.7442 0.8626
0.509 0.9345 928 0.9283 0.7305 0.9283 0.9635
0.509 0.9366 930 1.2331 0.7009 1.2331 1.1104
0.509 0.9386 932 1.4423 0.6204 1.4423 1.2009
0.509 0.9406 934 1.5349 0.6204 1.5349 1.2389
0.509 0.9426 936 1.3838 0.6257 1.3838 1.1763
0.509 0.9446 938 1.0943 0.7519 1.0943 1.0461
0.509 0.9466 940 0.8914 0.7302 0.8914 0.9442
0.509 0.9486 942 0.8757 0.7302 0.8757 0.9358
0.509 0.9507 944 1.0432 0.7519 1.0432 1.0214
0.509 0.9527 946 1.5248 0.6855 1.5248 1.2348
0.509 0.9547 948 1.9204 0.4983 1.9204 1.3858
0.509 0.9567 950 1.9379 0.4799 1.9379 1.3921
0.509 0.9587 952 1.6205 0.5600 1.6205 1.2730
0.509 0.9607 954 1.2378 0.7290 1.2378 1.1126
0.509 0.9627 956 0.9839 0.7296 0.9839 0.9919
0.509 0.9648 958 0.8771 0.7296 0.8771 0.9366
0.509 0.9668 960 0.8795 0.72 0.8795 0.9378
0.509 0.9688 962 1.1157 0.7216 1.1157 1.0562
0.509 0.9708 964 1.4883 0.5744 1.4883 1.2200
0.509 0.9728 966 1.5008 0.5769 1.5008 1.2251
0.509 0.9748 968 1.2590 0.5842 1.2590 1.1220
0.509 0.9768 970 0.9764 0.7729 0.9764 0.9881
0.509 0.9789 972 0.8440 0.8019 0.8440 0.9187
0.509 0.9809 974 0.8265 0.8019 0.8265 0.9091
0.509 0.9829 976 0.9101 0.8019 0.9101 0.9540
0.509 0.9849 978 1.1368 0.7221 1.1368 1.0662
0.509 0.9869 980 1.3505 0.6161 1.3505 1.1621
0.509 0.9889 982 1.3703 0.6161 1.3703 1.1706
0.509 0.9909 984 1.2275 0.6616 1.2275 1.1079
0.509 0.9930 986 0.9663 0.7844 0.9663 0.9830
0.509 0.9950 988 0.8603 0.8142 0.8603 0.9275
0.509 0.9970 990 0.8852 0.7844 0.8852 0.9409
0.509 0.9990 992 1.0399 0.7844 1.0399 1.0198
0.509 1.0010 994 1.1557 0.7310 1.1557 1.0750
0.509 1.0030 996 1.1916 0.7511 1.1916 1.0916
0.509 1.0050 998 1.0220 0.7216 1.0220 1.0110
0.2202 1.0070 1000 0.8358 0.7520 0.8358 0.9142
0.2202 1.0091 1002 0.8686 0.7516 0.8686 0.9320
0.2202 1.0111 1004 0.9685 0.7216 0.9685 0.9841
0.2202 1.0131 1006 1.0908 0.7511 1.0908 1.0444
0.2202 1.0151 1008 1.2249 0.7211 1.2249 1.1068
0.2202 1.0171 1010 1.1664 0.7211 1.1664 1.0800
0.2202 1.0191 1012 0.9880 0.6890 0.9880 0.9940
0.2202 1.0211 1014 0.9020 0.7519 0.9020 0.9497
0.2202 1.0232 1016 0.9550 0.7519 0.9550 0.9772
0.2202 1.0252 1018 1.0659 0.6975 1.0659 1.0324
0.2202 1.0272 1020 1.2159 0.6890 1.2159 1.1027
0.2202 1.0292 1022 1.2529 0.6610 1.2529 1.1193
0.2202 1.0312 1024 1.1094 0.7216 1.1094 1.0533
0.2202 1.0332 1026 1.0083 0.7216 1.0083 1.0041
0.2202 1.0352 1028 1.0247 0.7134 1.0247 1.0123
0.2202 1.0373 1030 1.0492 0.7602 1.0492 1.0243
0.2202 1.0393 1032 1.0535 0.7602 1.0535 1.0264
0.2202 1.0413 1034 1.0311 0.7342 1.0311 1.0154
0.2202 1.0433 1036 1.0755 0.6945 1.0755 1.0370
0.2202 1.0453 1038 1.1501 0.7194 1.1501 1.0724
0.2202 1.0473 1040 1.2316 0.5850 1.2316 1.1098
0.2202 1.0493 1042 1.2995 0.6161 1.2995 1.1400
0.2202 1.0514 1044 1.3246 0.6161 1.3246 1.1509
0.2202 1.0534 1046 1.3463 0.6161 1.3463 1.1603
0.2202 1.0554 1048 1.1674 0.6802 1.1674 1.0805
0.2202 1.0574 1050 1.0869 0.6912 1.0869 1.0425
0.2202 1.0594 1052 1.0208 0.7429 1.0208 1.0103
0.2202 1.0614 1054 1.1041 0.7429 1.1041 1.0508
0.2202 1.0634 1056 1.0527 0.7429 1.0527 1.0260
0.2202 1.0655 1058 0.8956 0.7139 0.8956 0.9464
0.2202 1.0675 1060 0.8168 0.7823 0.8168 0.9038
0.2202 1.0695 1062 0.9331 0.7519 0.9331 0.9660
0.2202 1.0715 1064 1.2123 0.6975 1.2123 1.1011
0.2202 1.0735 1066 1.3670 0.6323 1.3670 1.1692
0.2202 1.0755 1068 1.3079 0.6323 1.3079 1.1436
0.2202 1.0775 1070 1.1707 0.7519 1.1707 1.0820
0.2202 1.0796 1072 1.1713 0.7519 1.1713 1.0823
0.2202 1.0816 1074 1.0880 0.7519 1.0880 1.0431
0.2202 1.0836 1076 1.1055 0.6323 1.1055 1.0514
0.2202 1.0856 1078 1.2201 0.7014 1.2201 1.1046
0.2202 1.0876 1080 1.4309 0.6253 1.4309 1.1962
0.2202 1.0896 1082 1.4172 0.6435 1.4172 1.1904
0.2202 1.0916 1084 1.1738 0.6907 1.1738 1.0834
0.2202 1.0937 1086 0.8723 0.8019 0.8723 0.9340
0.2202 1.0957 1088 0.7383 0.8219 0.7383 0.8592
0.2202 1.0977 1090 0.7863 0.8219 0.7863 0.8868
0.2202 1.0997 1092 0.9755 0.6945 0.9755 0.9877
0.2202 1.1017 1094 1.2817 0.6309 1.2817 1.1321
0.2202 1.1037 1096 1.6090 0.5769 1.6090 1.2685
0.2202 1.1057 1098 1.6252 0.5600 1.6252 1.2748
0.2202 1.1078 1100 1.4015 0.6610 1.4015 1.1839
0.2202 1.1098 1102 1.1546 0.6975 1.1546 1.0745
0.2202 1.1118 1104 0.9258 0.6897 0.9258 0.9622
0.2202 1.1138 1106 0.8858 0.6824 0.8858 0.9411
0.2202 1.1158 1108 1.0291 0.7053 1.0291 1.0145
0.2202 1.1178 1110 1.3019 0.7211 1.3019 1.1410
0.2202 1.1198 1112 1.3025 0.7230 1.3025 1.1413
0.2202 1.1219 1114 1.0954 0.7421 1.0954 1.0466
0.2202 1.1239 1116 1.0146 0.7421 1.0146 1.0073
0.2202 1.1259 1118 1.0548 0.7211 1.0548 1.0270
0.2202 1.1279 1120 1.0118 0.7129 1.0118 1.0059
0.2202 1.1299 1122 1.1183 0.7211 1.1183 1.0575
0.2202 1.1319 1124 1.2595 0.7211 1.2595 1.1223
0.2202 1.1339 1126 1.2805 0.7211 1.2805 1.1316
0.2202 1.1360 1128 1.3286 0.7123 1.3286 1.1527
0.2202 1.1380 1130 1.3637 0.6929 1.3637 1.1678
0.2202 1.1400 1132 1.1819 0.7211 1.1819 1.0872
0.2202 1.1420 1134 0.9682 0.6975 0.9682 0.9840
0.2202 1.1440 1136 0.8579 0.7729 0.8579 0.9262
0.2202 1.1460 1138 0.8986 0.7310 0.8986 0.9480
0.2202 1.1480 1140 1.0190 0.7305 1.0190 1.0094
0.2202 1.1501 1142 1.0316 0.7305 1.0316 1.0157
0.2202 1.1521 1144 0.9449 0.7844 0.9449 0.9721
0.2202 1.1541 1146 0.9607 0.7844 0.9607 0.9802
0.2202 1.1561 1148 1.0431 0.7310 1.0431 1.0213
0.2202 1.1581 1150 1.0230 0.7310 1.0230 1.0115
0.2202 1.1601 1152 1.1014 0.7511 1.1014 1.0495
0.2202 1.1621 1154 1.0843 0.7511 1.0843 1.0413
0.2202 1.1641 1156 1.1299 0.7511 1.1299 1.0630
0.2202 1.1662 1158 1.1690 0.7216 1.1690 1.0812
0.2202 1.1682 1160 1.1525 0.6890 1.1525 1.0736
0.2202 1.1702 1162 1.3109 0.6407 1.3109 1.1449
0.2202 1.1722 1164 1.5118 0.5600 1.5118 1.2295
0.2202 1.1742 1166 1.5450 0.5600 1.5450 1.2430
0.2202 1.1762 1168 1.4696 0.5213 1.4696 1.2123
0.2202 1.1782 1170 1.4542 0.5842 1.4542 1.2059
0.2202 1.1803 1172 1.5677 0.5396 1.5677 1.2521
0.2202 1.1823 1174 1.4889 0.6204 1.4889 1.2202
0.2202 1.1843 1176 1.2567 0.6680 1.2567 1.1210
0.2202 1.1863 1178 1.0513 0.7310 1.0513 1.0253
0.2202 1.1883 1180 1.0221 0.7216 1.0221 1.0110
0.2202 1.1903 1182 0.9864 0.7310 0.9864 0.9932
0.2202 1.1923 1184 1.1687 0.6616 1.1687 1.0811
0.2202 1.1944 1186 1.3282 0.6860 1.3282 1.1525
0.2202 1.1964 1188 1.6396 0.6108 1.6396 1.2805
0.2202 1.1984 1190 1.6966 0.5548 1.6966 1.3025
0.2202 1.2004 1192 1.4885 0.5804 1.4885 1.2200
0.2202 1.2024 1194 1.1635 0.6839 1.1635 1.0787
0.2202 1.2044 1196 0.9670 0.7844 0.9670 0.9833
0.2202 1.2064 1198 0.8827 0.7631 0.8827 0.9395
0.2202 1.2085 1200 0.9290 0.7631 0.9290 0.9638
0.2202 1.2105 1202 1.0812 0.6975 1.0812 1.0398
0.2202 1.2125 1204 1.3399 0.5638 1.3399 1.1575
0.2202 1.2145 1206 1.6077 0.5573 1.6077 1.2679
0.2202 1.2165 1208 1.6604 0.5396 1.6604 1.2886
0.2202 1.2185 1210 1.4959 0.5213 1.4959 1.2231
0.2202 1.2205 1212 1.3676 0.5670 1.3676 1.1695
0.2202 1.2226 1214 1.3123 0.6323 1.3123 1.1455
0.2202 1.2246 1216 1.2244 0.6111 1.2244 1.1065
0.2202 1.2266 1218 1.2898 0.6111 1.2898 1.1357
0.2202 1.2286 1220 1.4747 0.5926 1.4747 1.2144
0.2202 1.2306 1222 1.6001 0.6247 1.6001 1.2650
0.2202 1.2326 1224 1.4586 0.5804 1.4586 1.2077
0.2202 1.2346 1226 1.1791 0.6610 1.1791 1.0859
0.2202 1.2367 1228 1.0450 0.7106 1.0450 1.0222
0.2202 1.2387 1230 0.9752 0.7332 0.9752 0.9875
0.2202 1.2407 1232 0.8609 0.7823 0.8609 0.9279
0.2202 1.2427 1234 0.8991 0.7823 0.8991 0.9482
0.2202 1.2447 1236 0.9470 0.7332 0.9470 0.9731
0.2202 1.2467 1238 1.1139 0.7618 1.1139 1.0554
0.2202 1.2487 1240 1.4016 0.6161 1.4016 1.1839
0.2202 1.2508 1242 1.5375 0.5177 1.5375 1.2400
0.2202 1.2528 1244 1.4286 0.5177 1.4286 1.1952
0.2202 1.2548 1246 1.1755 0.7322 1.1755 1.0842
0.2202 1.2568 1248 0.9797 0.7618 0.9797 0.9898
0.2202 1.2588 1250 0.9415 0.7607 0.9415 0.9703
0.2202 1.2608 1252 0.8852 0.7426 0.8852 0.9408
0.2202 1.2628 1254 0.9616 0.7322 0.9616 0.9806
0.2202 1.2649 1256 1.0793 0.7014 1.0793 1.0389
0.2202 1.2669 1258 1.2044 0.7014 1.2044 1.0975
0.2202 1.2689 1260 1.2856 0.7230 1.2856 1.1339
0.2202 1.2709 1262 1.3243 0.6740 1.3243 1.1508
0.2202 1.2729 1264 1.2179 0.6975 1.2179 1.1036
0.2202 1.2749 1266 1.0450 0.7844 1.0450 1.0222
0.2202 1.2769 1268 0.9606 0.8142 0.9606 0.9801
0.2202 1.2790 1270 0.9886 0.8142 0.9886 0.9943
0.2202 1.2810 1272 1.0947 0.7310 1.0947 1.0463
0.2202 1.2830 1274 1.1728 0.7789 1.1728 1.0829
0.2202 1.2850 1276 1.1584 0.7789 1.1584 1.0763
0.2202 1.2870 1278 1.0234 0.7789 1.0234 1.0116
0.2202 1.2890 1280 0.8385 0.7522 0.8385 0.9157
0.2202 1.2910 1282 0.7983 0.7268 0.7983 0.8935
0.2202 1.2931 1284 0.7735 0.7529 0.7735 0.8795
0.2202 1.2951 1286 0.7722 0.7529 0.7722 0.8788
0.2202 1.2971 1288 0.8027 0.7620 0.8027 0.8959
0.2202 1.2991 1290 0.9675 0.7793 0.9675 0.9836
0.2202 1.3011 1292 1.1488 0.7234 1.1488 1.0718
0.2202 1.3031 1294 1.1984 0.7234 1.1984 1.0947
0.2202 1.3051 1296 1.1677 0.7322 1.1677 1.0806
0.2202 1.3072 1298 1.0297 0.7322 1.0297 1.0147
0.2202 1.3092 1300 0.8620 0.7823 0.8620 0.9284
0.2202 1.3112 1302 0.8467 0.7717 0.8467 0.9202
0.2202 1.3132 1304 0.9473 0.7422 0.9473 0.9733
0.2202 1.3152 1306 1.0319 0.7709 1.0319 1.0158
0.2202 1.3172 1308 1.0483 0.7607 1.0483 1.0239
0.2202 1.3192 1310 1.0547 0.7709 1.0547 1.0270
0.2202 1.3212 1312 1.0687 0.7898 1.0687 1.0338
0.2202 1.3233 1314 0.9535 0.7422 0.9535 0.9765
0.2202 1.3253 1316 0.8913 0.7631 0.8913 0.9441
0.2202 1.3273 1318 0.9324 0.7631 0.9324 0.9656
0.2202 1.3293 1320 1.0683 0.7844 1.0683 1.0336
0.2202 1.3313 1322 1.2210 0.6686 1.2210 1.1050
0.2202 1.3333 1324 1.3397 0.7014 1.3397 1.1575
0.2202 1.3353 1326 1.2772 0.7014 1.2772 1.1301
0.2202 1.3374 1328 1.3072 0.7014 1.3072 1.1433
0.2202 1.3394 1330 1.2929 0.6812 1.2929 1.1371
0.2202 1.3414 1332 1.1621 0.6686 1.1621 1.0780
0.2202 1.3434 1334 1.0708 0.7844 1.0708 1.0348
0.2202 1.3454 1336 1.1215 0.7194 1.1215 1.0590
0.2202 1.3474 1338 1.1149 0.7194 1.1149 1.0559
0.2202 1.3494 1340 1.1442 0.7194 1.1442 1.0697
0.2202 1.3515 1342 1.1023 0.7194 1.1023 1.0499
0.2202 1.3535 1344 0.9871 0.7844 0.9871 0.9935
0.2202 1.3555 1346 0.9137 0.8142 0.9137 0.9559
0.2202 1.3575 1348 0.8912 0.8412 0.8912 0.9440
0.2202 1.3595 1350 0.7923 0.7793 0.7923 0.8901
0.2202 1.3615 1352 0.7533 0.7521 0.7533 0.8680
0.2202 1.3635 1354 0.8010 0.7681 0.8010 0.8950
0.2202 1.3656 1356 0.8398 0.7594 0.8398 0.9164
0.2202 1.3676 1358 1.0427 0.7768 1.0427 1.0211
0.2202 1.3696 1360 1.2688 0.7504 1.2688 1.1264
0.2202 1.3716 1362 1.4237 0.7260 1.4237 1.1932
0.2202 1.3736 1364 1.3511 0.6902 1.3511 1.1624
0.2202 1.3756 1366 1.2278 0.6934 1.2278 1.1081
0.2202 1.3776 1368 1.0173 0.7844 1.0173 1.0086
0.2202 1.3797 1370 0.9094 0.7844 0.9094 0.9536
0.2202 1.3817 1372 0.8633 0.7844 0.8633 0.9291
0.2202 1.3837 1374 0.8308 0.8142 0.8308 0.9115
0.2202 1.3857 1376 0.9725 0.7614 0.9725 0.9861
0.2202 1.3877 1378 1.2154 0.6902 1.2154 1.1024
0.2202 1.3897 1380 1.2179 0.6902 1.2179 1.1036
0.2202 1.3917 1382 1.1211 0.7014 1.1211 1.0588
0.2202 1.3938 1384 1.0281 0.7844 1.0281 1.0139
0.2202 1.3958 1386 1.1282 0.6686 1.1282 1.0622
0.2202 1.3978 1388 1.1812 0.7014 1.1812 1.0868
0.2202 1.3998 1390 1.1459 0.7194 1.1459 1.0705
0.2202 1.4018 1392 1.1947 0.7194 1.1947 1.0930
0.2202 1.4038 1394 1.0886 0.7844 1.0886 1.0434
0.2202 1.4058 1396 1.0826 0.7844 1.0826 1.0405
0.2202 1.4079 1398 1.1234 0.7844 1.1234 1.0599
0.2202 1.4099 1400 1.0700 0.7844 1.0700 1.0344
0.2202 1.4119 1402 1.1325 0.7844 1.1325 1.0642
0.2202 1.4139 1404 1.2607 0.7511 1.2607 1.1228
0.2202 1.4159 1406 1.3907 0.6934 1.3907 1.1793
0.2202 1.4179 1408 1.3402 0.7508 1.3402 1.1577
0.2202 1.4199 1410 1.3079 0.7511 1.3079 1.1436
0.2202 1.4220 1412 1.2375 0.7511 1.2375 1.1125
0.2202 1.4240 1414 1.1734 0.7511 1.1734 1.0832
0.2202 1.4260 1416 1.2199 0.7211 1.2199 1.1045
0.2202 1.4280 1418 1.3073 0.6356 1.3073 1.1434
0.2202 1.4300 1420 1.3682 0.6161 1.3682 1.1697
0.2202 1.4320 1422 1.2393 0.6934 1.2393 1.1132
0.2202 1.4340 1424 1.0204 0.7844 1.0204 1.0102
0.2202 1.4361 1426 0.9485 0.7844 0.9485 0.9739
0.2202 1.4381 1428 1.0026 0.7844 1.0026 1.0013
0.2202 1.4401 1430 1.1457 0.7844 1.1457 1.0704
0.2202 1.4421 1432 1.2506 0.6061 1.2506 1.1183
0.2202 1.4441 1434 1.3109 0.6161 1.3109 1.1449
0.2202 1.4461 1436 1.2675 0.6414 1.2675 1.1258
0.2202 1.4481 1438 1.1193 0.7519 1.1193 1.0580
0.2202 1.4502 1440 1.0698 0.7519 1.0698 1.0343
0.2202 1.4522 1442 1.1142 0.7519 1.1142 1.0555
0.2202 1.4542 1444 1.2498 0.6323 1.2498 1.1179
0.2202 1.4562 1446 1.3112 0.6610 1.3112 1.1451
0.2202 1.4582 1448 1.2449 0.6610 1.2449 1.1157
0.2202 1.4602 1450 1.0718 0.7519 1.0718 1.0353
0.2202 1.4622 1452 1.0036 0.7296 1.0036 1.0018
0.2202 1.4642 1454 1.0700 0.6975 1.0700 1.0344
0.2202 1.4663 1456 1.1779 0.7211 1.1779 1.0853
0.2202 1.4683 1458 1.1592 0.6975 1.1592 1.0767
0.2202 1.4703 1460 1.1450 0.6839 1.1450 1.0700
0.2202 1.4723 1462 1.1369 0.6839 1.1369 1.0663
0.2202 1.4743 1464 1.2084 0.6839 1.2084 1.0993
0.2202 1.4763 1466 1.3412 0.5927 1.3412 1.1581
0.2202 1.4783 1468 1.4356 0.5449 1.4356 1.1982
0.2202 1.4804 1470 1.3562 0.5449 1.3562 1.1646
0.2202 1.4824 1472 1.1715 0.7194 1.1715 1.0824
0.2202 1.4844 1474 0.9561 0.7844 0.9561 0.9778
0.2202 1.4864 1476 0.8416 0.7525 0.8416 0.9174
0.2202 1.4884 1478 0.8562 0.7631 0.8562 0.9253
0.2202 1.4904 1480 1.0099 0.7844 1.0099 1.0049
0.2202 1.4924 1482 1.3105 0.6469 1.3105 1.1448
0.2202 1.4945 1484 1.4722 0.5 1.4722 1.2133
0.2202 1.4965 1486 1.4299 0.5629 1.4299 1.1958
0.2202 1.4985 1488 1.2988 0.6323 1.2988 1.1396
0.2202 1.5005 1490 1.1408 0.6839 1.1408 1.0681
0.2202 1.5025 1492 0.9641 0.7631 0.9641 0.9819
0.2202 1.5045 1494 0.9114 0.7631 0.9114 0.9547
0.2202 1.5065 1496 0.9497 0.7844 0.9497 0.9745
0.2202 1.5086 1498 1.0126 0.7844 1.0126 1.0063
0.1488 1.5106 1500 1.1316 0.6686 1.1316 1.0638
0.1488 1.5126 1502 1.1678 0.7014 1.1678 1.0807
0.1488 1.5146 1504 1.0597 0.7310 1.0597 1.0294
0.1488 1.5166 1506 0.9800 0.7221 0.9800 0.9899
0.1488 1.5186 1508 0.9521 0.7221 0.9521 0.9758
0.1488 1.5206 1510 1.0715 0.7310 1.0715 1.0351
0.1488 1.5227 1512 1.1681 0.7614 1.1681 1.0808
0.1488 1.5247 1514 1.1625 0.7310 1.1625 1.0782
0.1488 1.5267 1516 1.1923 0.7014 1.1923 1.0919
0.1488 1.5287 1518 1.1194 0.7310 1.1194 1.0580
0.1488 1.5307 1520 0.9958 0.7520 0.9958 0.9979
0.1488 1.5327 1522 0.9509 0.7520 0.9509 0.9751
0.1488 1.5347 1524 0.9784 0.7793 0.9784 0.9891
0.1488 1.5368 1526 1.1603 0.7014 1.1603 1.0772
0.1488 1.5388 1528 1.2898 0.7014 1.2898 1.1357
0.1488 1.5408 1530 1.2506 0.7014 1.2506 1.1183
0.1488 1.5428 1532 1.0641 0.7310 1.0641 1.0316
0.1488 1.5448 1534 0.9574 0.7631 0.9574 0.9785
0.1488 1.5468 1536 0.9433 0.7631 0.9433 0.9712
0.1488 1.5488 1538 0.9546 0.7844 0.9546 0.9770
0.1488 1.5509 1540 1.0507 0.7310 1.0507 1.0251
0.1488 1.5529 1542 1.2272 0.7014 1.2272 1.1078
0.1488 1.5549 1544 1.2344 0.7014 1.2344 1.1110
0.1488 1.5569 1546 1.1126 0.7310 1.1126 1.0548
0.1488 1.5589 1548 1.0739 0.7310 1.0739 1.0363
0.1488 1.5609 1550 0.9743 0.7310 0.9743 0.9871
0.1488 1.5629 1552 0.9426 0.7844 0.9426 0.9709
0.1488 1.5650 1554 0.8895 0.7844 0.8895 0.9432
0.1488 1.5670 1556 0.8374 0.7631 0.8374 0.9151
0.1488 1.5690 1558 0.9023 0.7844 0.9023 0.9499
0.1488 1.5710 1560 1.0415 0.7310 1.0415 1.0206
0.1488 1.5730 1562 1.1367 0.6686 1.1367 1.0662
0.1488 1.5750 1564 1.0580 0.7310 1.0580 1.0286
0.1488 1.5770 1566 0.9755 0.7310 0.9755 0.9877
0.1488 1.5791 1568 0.8339 0.8142 0.8339 0.9132
0.1488 1.5811 1570 0.7156 0.7620 0.7156 0.8459
0.1488 1.5831 1572 0.7339 0.7620 0.7339 0.8567
0.1488 1.5851 1574 0.8823 0.7520 0.8823 0.9393
0.1488 1.5871 1576 1.1412 0.7614 1.1412 1.0683
0.1488 1.5891 1578 1.2682 0.7047 1.2682 1.1261
0.1488 1.5911 1580 1.2093 0.7614 1.2093 1.0997
0.1488 1.5932 1582 1.0351 0.7310 1.0351 1.0174
0.1488 1.5952 1584 1.0134 0.7310 1.0134 1.0067
0.1488 1.5972 1586 1.1355 0.7310 1.1355 1.0656
0.1488 1.5992 1588 1.2767 0.6476 1.2767 1.1299
0.1488 1.6012 1590 1.5068 0.5581 1.5068 1.2275
0.1488 1.6032 1592 1.6144 0.5581 1.6144 1.2706
0.1488 1.6052 1594 1.5226 0.5581 1.5226 1.2340
0.1488 1.6073 1596 1.3143 0.6476 1.3143 1.1464
0.1488 1.6093 1598 1.1255 0.7844 1.1255 1.0609
0.1488 1.6113 1600 1.0284 0.7844 1.0284 1.0141
0.1488 1.6133 1602 1.0205 0.7844 1.0205 1.0102
0.1488 1.6153 1604 1.0287 0.7844 1.0287 1.0142
0.1488 1.6173 1606 0.9955 0.7310 0.9955 0.9978
0.1488 1.6193 1608 1.0364 0.7310 1.0364 1.0180
0.1488 1.6213 1610 1.0233 0.7614 1.0233 1.0116
0.1488 1.6234 1612 0.9626 0.7614 0.9626 0.9811
0.1488 1.6254 1614 0.8644 0.7310 0.8644 0.9297
0.1488 1.6274 1616 0.8404 0.7139 0.8404 0.9167
0.1488 1.6294 1618 0.9417 0.7310 0.9417 0.9704
0.1488 1.6314 1620 1.1181 0.6686 1.1181 1.0574
0.1488 1.6334 1622 1.2300 0.6476 1.2300 1.1091
0.1488 1.6354 1624 1.2499 0.6476 1.2499 1.1180
0.1488 1.6375 1626 1.2074 0.7194 1.2074 1.0988
0.1488 1.6395 1628 1.1124 0.7194 1.1124 1.0547
0.1488 1.6415 1630 1.0920 0.7194 1.0920 1.0450
0.1488 1.6435 1632 1.0353 0.7844 1.0353 1.0175
0.1488 1.6455 1634 0.9776 0.7844 0.9776 0.9888
0.1488 1.6475 1636 0.9883 0.7844 0.9883 0.9941
0.1488 1.6495 1638 0.9801 0.7844 0.9801 0.9900
0.1488 1.6516 1640 0.9374 0.7729 0.9374 0.9682
0.1488 1.6536 1642 0.9964 0.7844 0.9964 0.9982
0.1488 1.6556 1644 1.0232 0.7221 1.0232 1.0115
0.1488 1.6576 1646 1.0578 0.7516 1.0578 1.0285
0.1488 1.6596 1648 0.9943 0.7139 0.9943 0.9971
0.1488 1.6616 1650 1.0671 0.7516 1.0671 1.0330
0.1488 1.6636 1652 1.2972 0.6934 1.2972 1.1389
0.1488 1.6657 1654 1.3509 0.6934 1.3509 1.1623
0.1488 1.6677 1656 1.2890 0.6934 1.2890 1.1353
0.1488 1.6697 1658 1.1617 0.6686 1.1617 1.0778
0.1488 1.6717 1660 0.9576 0.7729 0.9576 0.9786
0.1488 1.6737 1662 0.9284 0.7729 0.9284 0.9635
0.1488 1.6757 1664 1.0481 0.7844 1.0481 1.0238
0.1488 1.6777 1666 1.1905 0.7194 1.1905 1.0911
0.1488 1.6798 1668 1.2000 0.6686 1.2000 1.0954
0.1488 1.6818 1670 1.1521 0.6686 1.1521 1.0733
0.1488 1.6838 1672 1.0780 0.7221 1.0780 1.0383
0.1488 1.6858 1674 0.9918 0.7221 0.9918 0.9959
0.1488 1.6878 1676 1.0405 0.7516 1.0405 1.0200
0.1488 1.6898 1678 1.1493 0.7421 1.1493 1.0720
0.1488 1.6918 1680 1.0968 0.7614 1.0968 1.0473
0.1488 1.6939 1682 0.9297 0.7310 0.9297 0.9642
0.1488 1.6959 1684 0.8346 0.7729 0.8346 0.9135
0.1488 1.6979 1686 0.7595 0.7525 0.7595 0.8715
0.1488 1.6999 1688 0.7901 0.7525 0.7901 0.8888
0.1488 1.7019 1690 0.8113 0.7729 0.8113 0.9007
0.1488 1.7039 1692 0.8433 0.7430 0.8433 0.9183
0.1488 1.7059 1694 0.8096 0.7430 0.8096 0.8998
0.1488 1.7080 1696 0.7913 0.7430 0.7913 0.8895
0.1488 1.7100 1698 0.7183 0.7906 0.7183 0.8475
0.1488 1.7120 1700 0.7361 0.7906 0.7361 0.8579
0.1488 1.7140 1702 0.8508 0.7520 0.8508 0.9224
0.1488 1.7160 1704 1.1020 0.7421 1.1020 1.0498
0.1488 1.7180 1706 1.2458 0.7511 1.2458 1.1162
0.1488 1.7200 1708 1.1910 0.7511 1.1910 1.0913
0.1488 1.7221 1710 1.0585 0.7221 1.0585 1.0289
0.1488 1.7241 1712 0.9256 0.7729 0.9256 0.9621
0.1488 1.7261 1714 0.8131 0.8019 0.8131 0.9017
0.1488 1.7281 1716 0.8228 0.8019 0.8228 0.9071
0.1488 1.7301 1718 0.9383 0.7729 0.9383 0.9687
0.1488 1.7321 1720 1.0187 0.7221 1.0187 1.0093
0.1488 1.7341 1722 1.1614 0.7322 1.1614 1.0777
0.1488 1.7362 1724 1.2063 0.7322 1.2063 1.0983
0.1488 1.7382 1726 1.1407 0.7516 1.1407 1.0680
0.1488 1.7402 1728 0.9800 0.7221 0.9800 0.9899
0.1488 1.7422 1730 0.8159 0.7906 0.8159 0.9033
0.1488 1.7442 1732 0.7974 0.7906 0.7974 0.8930
0.1488 1.7462 1734 0.8634 0.8019 0.8634 0.9292
0.1488 1.7482 1736 0.9840 0.7221 0.9840 0.9920
0.1488 1.7503 1738 1.0725 0.7221 1.0725 1.0356
0.1488 1.7523 1740 1.1114 0.7310 1.1114 1.0542
0.1488 1.7543 1742 1.0742 0.7310 1.0742 1.0364
0.1488 1.7563 1744 0.9596 0.7520 0.9596 0.9796
0.1488 1.7583 1746 0.7938 0.7906 0.7938 0.8909
0.1488 1.7603 1748 0.6608 0.7801 0.6608 0.8129
0.1488 1.7623 1750 0.6590 0.7346 0.6590 0.8118
0.1488 1.7644 1752 0.7334 0.7346 0.7334 0.8564
0.1488 1.7664 1754 0.8078 0.7346 0.8078 0.8988
0.1488 1.7684 1756 0.9278 0.7696 0.9278 0.9632
0.1488 1.7704 1758 0.9261 0.7696 0.9261 0.9624
0.1488 1.7724 1760 0.8213 0.7430 0.8213 0.9063
0.1488 1.7744 1762 0.7531 0.7906 0.7531 0.8678
0.1488 1.7764 1764 0.7486 0.7906 0.7486 0.8652
0.1488 1.7784 1766 0.8440 0.7430 0.8440 0.9187
0.1488 1.7805 1768 0.8768 0.7221 0.8768 0.9364
0.1488 1.7825 1770 0.9643 0.7221 0.9643 0.9820
0.1488 1.7845 1772 0.9719 0.7221 0.9719 0.9859
0.1488 1.7865 1774 0.8942 0.7221 0.8942 0.9456
0.1488 1.7885 1776 0.7584 0.7623 0.7584 0.8708
0.1488 1.7905 1778 0.6631 0.7801 0.6631 0.8143
0.1488 1.7925 1780 0.6808 0.7801 0.6808 0.8251
0.1488 1.7946 1782 0.8112 0.7430 0.8112 0.9007
0.1488 1.7966 1784 0.9729 0.7793 0.9729 0.9864
0.1488 1.7986 1786 1.0989 0.7705 1.0989 1.0483
0.1488 1.8006 1788 1.0834 0.7417 1.0834 1.0409
0.1488 1.8026 1790 0.9946 0.7417 0.9946 0.9973
0.1488 1.8046 1792 0.9373 0.8142 0.9373 0.9681
0.1488 1.8066 1794 0.9628 0.8142 0.9628 0.9812
0.1488 1.8087 1796 1.0135 0.7933 1.0135 1.0067
0.1488 1.8107 1798 1.0047 0.7933 1.0047 1.0024
0.1488 1.8127 1800 0.9362 0.8094 0.9362 0.9676
0.1488 1.8147 1802 0.9308 0.7521 0.9308 0.9648
0.1488 1.8167 1804 0.9782 0.7521 0.9782 0.9891
0.1488 1.8187 1806 0.9700 0.7521 0.9700 0.9849
0.1488 1.8207 1808 0.8888 0.7521 0.8888 0.9428
0.1488 1.8228 1810 0.8237 0.7521 0.8237 0.9076
0.1488 1.8248 1812 0.8153 0.7437 0.8153 0.9029
0.1488 1.8268 1814 0.9073 0.7354 0.9073 0.9525
0.1488 1.8288 1816 1.1155 0.7594 1.1155 1.0562
0.1488 1.8308 1818 1.2511 0.7038 1.2511 1.1185
0.1488 1.8328 1820 1.2050 0.7009 1.2050 1.0977
0.1488 1.8348 1822 1.0432 0.7350 1.0432 1.0214
0.1488 1.8369 1824 0.9520 0.7437 0.9520 0.9757
0.1488 1.8389 1826 0.8976 0.7437 0.8976 0.9474
0.1488 1.8409 1828 0.8383 0.7437 0.8383 0.9156
0.1488 1.8429 1830 0.8404 0.7437 0.8404 0.9168
0.1488 1.8449 1832 0.9071 0.7437 0.9071 0.9524
0.1488 1.8469 1834 0.9953 0.7433 0.9953 0.9976
0.1488 1.8489 1836 1.0013 0.7433 1.0013 1.0007
0.1488 1.8510 1838 1.0034 0.7433 1.0034 1.0017
0.1488 1.8530 1840 0.9814 0.7354 0.9814 0.9907
0.1488 1.8550 1842 0.8800 0.7437 0.8800 0.9381
0.1488 1.8570 1844 0.8220 0.7437 0.8220 0.9067
0.1488 1.8590 1846 0.8038 0.7437 0.8038 0.8966
0.1488 1.8610 1848 0.7928 0.7521 0.7928 0.8904
0.1488 1.8630 1850 0.8416 0.7521 0.8416 0.9174
0.1488 1.8651 1852 0.8615 0.7521 0.8615 0.9282
0.1488 1.8671 1854 0.9110 0.7612 0.9110 0.9545
0.1488 1.8691 1856 0.8715 0.7521 0.8715 0.9336
0.1488 1.8711 1858 0.8350 0.7521 0.8350 0.9138
0.1488 1.8731 1860 0.7885 0.7521 0.7885 0.8880
0.1488 1.8751 1862 0.8034 0.7521 0.8034 0.8963
0.1488 1.8771 1864 0.8159 0.7521 0.8159 0.9033
0.1488 1.8792 1866 0.8094 0.7521 0.8094 0.8997
0.1488 1.8812 1868 0.8107 0.8094 0.8107 0.9004
0.1488 1.8832 1870 0.7608 0.8094 0.7608 0.8722
0.1488 1.8852 1872 0.7169 0.7906 0.7169 0.8467
0.1488 1.8872 1874 0.7405 0.7906 0.7405 0.8605
0.1488 1.8892 1876 0.8542 0.7612 0.8542 0.9242
0.1488 1.8912 1878 0.9183 0.7612 0.9183 0.9583
0.1488 1.8933 1880 0.8639 0.7612 0.8639 0.9295
0.1488 1.8953 1882 0.8724 0.7612 0.8724 0.9340
0.1488 1.8973 1884 0.9511 0.7872 0.9511 0.9753
0.1488 1.8993 1886 1.0390 0.7872 1.0390 1.0193
0.1488 1.9013 1888 1.0998 0.7598 1.0998 1.0487
0.1488 1.9033 1890 1.0922 0.7598 1.0922 1.0451
0.1488 1.9053 1892 1.0837 0.7771 1.0837 1.0410
0.1488 1.9074 1894 0.9580 0.7775 0.9580 0.9788
0.1488 1.9094 1896 0.8199 0.7601 0.8199 0.9055
0.1488 1.9114 1898 0.7788 0.7358 0.7788 0.8825
0.1488 1.9134 1900 0.8435 0.7601 0.8435 0.9184
0.1488 1.9154 1902 0.9047 0.7775 0.9047 0.9512
0.1488 1.9174 1904 0.9274 0.7872 0.9274 0.9630
0.1488 1.9194 1906 0.8354 0.7983 0.8354 0.9140
0.1488 1.9215 1908 0.6904 0.7529 0.6904 0.8309
0.1488 1.9235 1910 0.6256 0.7529 0.6256 0.7909
0.1488 1.9255 1912 0.6274 0.7529 0.6274 0.7921
0.1488 1.9275 1914 0.6703 0.7529 0.6703 0.8187
0.1488 1.9295 1916 0.8047 0.7782 0.8047 0.8970
0.1488 1.9315 1918 0.9070 0.7685 0.9070 0.9524
0.1488 1.9335 1920 0.9780 0.7681 0.9780 0.9889
0.1488 1.9355 1922 0.8992 0.7685 0.8992 0.9483
0.1488 1.9376 1924 0.8247 0.7437 0.8247 0.9081
0.1488 1.9396 1926 0.7387 0.7782 0.7387 0.8595
0.1488 1.9416 1928 0.7682 0.7782 0.7682 0.8765
0.1488 1.9436 1930 0.8057 0.7879 0.8057 0.8976
0.1488 1.9456 1932 0.8381 0.7782 0.8381 0.9155
0.1488 1.9476 1934 0.8615 0.7358 0.8615 0.9282
0.1488 1.9496 1936 0.8061 0.7358 0.8061 0.8979
0.1488 1.9517 1938 0.8228 0.7358 0.8228 0.9071
0.1488 1.9537 1940 0.9671 0.7361 0.9671 0.9834
0.1488 1.9557 1942 1.1302 0.7288 1.1302 1.0631
0.1488 1.9577 1944 1.2003 0.7510 1.2003 1.0956
0.1488 1.9597 1946 1.1501 0.7510 1.1501 1.0724
0.1488 1.9617 1948 1.0012 0.7692 1.0012 1.0006
0.1488 1.9637 1950 0.8510 0.7797 0.8510 0.9225
0.1488 1.9658 1952 0.7510 0.7879 0.7510 0.8666
0.1488 1.9678 1954 0.7418 0.7983 0.7418 0.8613
0.1488 1.9698 1956 0.8116 0.8142 0.8116 0.9009
0.1488 1.9718 1958 0.9249 0.7898 0.9249 0.9617
0.1488 1.9738 1960 0.9142 0.8412 0.9142 0.9561
0.1488 1.9758 1962 0.8131 0.8142 0.8131 0.9017
0.1488 1.9778 1964 0.7253 0.8019 0.7253 0.8517
0.1488 1.9799 1966 0.6539 0.7782 0.6539 0.8087
0.1488 1.9819 1968 0.6375 0.7782 0.6375 0.7985
0.1488 1.9839 1970 0.6728 0.7782 0.6728 0.8203
0.1488 1.9859 1972 0.6874 0.7782 0.6874 0.8291
0.1488 1.9879 1974 0.7413 0.7782 0.7413 0.8610
0.1488 1.9899 1976 0.8065 0.7782 0.8065 0.8981
0.1488 1.9919 1978 0.8584 0.7879 0.8584 0.9265
0.1488 1.9940 1980 0.8965 0.7983 0.8965 0.9468
0.1488 1.9960 1982 0.8985 0.7983 0.8985 0.9479
0.1488 1.9980 1984 0.8915 0.8019 0.8915 0.9442
0.1488 2.0 1986 0.8527 0.8019 0.8527 0.9234
0.1488 2.0020 1988 0.8333 0.8019 0.8333 0.9129
0.1488 2.0040 1990 0.7878 0.8019 0.7878 0.8876
0.1488 2.0060 1992 0.8332 0.8019 0.8332 0.9128
0.1488 2.0081 1994 0.9539 0.8019 0.9539 0.9767
0.1488 2.0101 1996 1.0168 0.8019 1.0168 1.0084
0.1488 2.0121 1998 0.9849 0.8019 0.9849 0.9924
0.1219 2.0141 2000 0.8589 0.8019 0.8589 0.9268
0.1219 2.0161 2002 0.6915 0.7983 0.6915 0.8316
0.1219 2.0181 2004 0.6000 0.7614 0.6000 0.7746
0.1219 2.0201 2006 0.5815 0.7614 0.5815 0.7626
0.1219 2.0222 2008 0.6401 0.7717 0.6401 0.8001
0.1219 2.0242 2010 0.7933 0.8019 0.7933 0.8907
0.1219 2.0262 2012 1.0110 0.8019 1.0110 1.0055
0.1219 2.0282 2014 1.1197 0.7626 1.1197 1.0582
0.1219 2.0302 2016 1.0821 0.7844 1.0821 1.0402
0.1219 2.0322 2018 0.9858 0.7844 0.9858 0.9929
0.1219 2.0342 2020 0.8639 0.7844 0.8639 0.9294
0.1219 2.0363 2022 0.8586 0.7844 0.8586 0.9266
0.1219 2.0383 2024 0.9304 0.7844 0.9304 0.9646
0.1219 2.0403 2026 1.0347 0.7614 1.0347 1.0172
0.1219 2.0423 2028 1.1236 0.7318 1.1236 1.0600
0.1219 2.0443 2030 1.2686 0.7318 1.2686 1.1263
0.1219 2.0463 2032 1.3238 0.6740 1.3238 1.1506
0.1219 2.0483 2034 1.2349 0.7318 1.2349 1.1113
0.1219 2.0504 2036 1.0339 0.7692 1.0339 1.0168
0.1219 2.0524 2038 0.8423 0.8283 0.8423 0.9177
0.1219 2.0544 2040 0.7985 0.7906 0.7985 0.8936
0.1219 2.0564 2042 0.7880 0.8054 0.7880 0.8877
0.1219 2.0584 2044 0.8364 0.7602 0.8364 0.9146
0.1219 2.0604 2046 0.8948 0.7602 0.8948 0.9460
0.1219 2.0624 2048 1.0049 0.7692 1.0049 1.0024
0.1219 2.0645 2050 1.0518 0.7692 1.0518 1.0256
0.1219 2.0665 2052 0.9717 0.7692 0.9717 0.9857
0.1219 2.0685 2054 0.9228 0.8019 0.9228 0.9606
0.1219 2.0705 2056 0.8584 0.8019 0.8584 0.9265
0.1219 2.0725 2058 0.8123 0.8019 0.8123 0.9013
0.1219 2.0745 2060 0.8351 0.8019 0.8351 0.9139
0.1219 2.0765 2062 0.9259 0.7729 0.9259 0.9622
0.1219 2.0785 2064 0.9487 0.7729 0.9487 0.9740
0.1219 2.0806 2066 0.8839 0.8019 0.8839 0.9401
0.1219 2.0826 2068 0.8486 0.8019 0.8486 0.9212
0.1219 2.0846 2070 0.8205 0.8019 0.8205 0.9058
0.1219 2.0866 2072 0.8189 0.8019 0.8189 0.9049
0.1219 2.0886 2074 0.8095 0.8283 0.8095 0.8997
0.1219 2.0906 2076 0.7896 0.8283 0.7896 0.8886
0.1219 2.0926 2078 0.8510 0.8283 0.8510 0.9225
0.1219 2.0947 2080 0.9803 0.7692 0.9803 0.9901
0.1219 2.0967 2082 1.1271 0.7789 1.1271 1.0617
0.1219 2.0987 2084 1.1198 0.7692 1.1198 1.0582
0.1219 2.1007 2086 0.9935 0.7692 0.9935 0.9967
0.1219 2.1027 2088 0.8720 0.7793 0.8720 0.9338
0.1219 2.1047 2090 0.8098 0.8283 0.8098 0.8999
0.1219 2.1067 2092 0.7979 0.8019 0.7979 0.8933
0.1219 2.1088 2094 0.8767 0.8019 0.8767 0.9363
0.1219 2.1108 2096 0.9468 0.8142 0.9468 0.9730
0.1219 2.1128 2098 1.0590 0.7844 1.0590 1.0291
0.1219 2.1148 2100 1.1333 0.8138 1.1333 1.0646
0.1219 2.1168 2102 1.0882 0.7844 1.0882 1.0432
0.1219 2.1188 2104 0.9649 0.8142 0.9649 0.9823
0.1219 2.1208 2106 0.8285 0.8019 0.8285 0.9102
0.1219 2.1229 2108 0.7483 0.8019 0.7483 0.8650
0.1219 2.1249 2110 0.6674 0.7906 0.6674 0.8170
0.1219 2.1269 2112 0.6611 0.7801 0.6611 0.8131
0.1219 2.1289 2114 0.7328 0.7801 0.7328 0.8560
0.1219 2.1309 2116 0.7663 0.7346 0.7663 0.8754
0.1219 2.1329 2118 0.7587 0.7801 0.7587 0.8710
0.1219 2.1349 2120 0.7412 0.7801 0.7412 0.8609
0.1219 2.1370 2122 0.8140 0.8019 0.8140 0.9022
0.1219 2.1390 2124 0.8362 0.8019 0.8362 0.9144
0.1219 2.1410 2126 0.8451 0.8019 0.8451 0.9193
0.1219 2.1430 2128 0.8348 0.8019 0.8348 0.9137
0.1219 2.1450 2130 0.8435 0.7729 0.8435 0.9184
0.1219 2.1470 2132 0.8325 0.7729 0.8325 0.9124
0.1219 2.1490 2134 0.8413 0.7729 0.8413 0.9172
0.1219 2.1511 2136 0.9270 0.7844 0.9270 0.9628
0.1219 2.1531 2138 1.0907 0.7511 1.0907 1.0444
0.1219 2.1551 2140 1.1553 0.7511 1.1553 1.0748
0.1219 2.1571 2142 1.1109 0.7511 1.1109 1.0540
0.1219 2.1591 2144 0.9818 0.7216 0.9818 0.9909
0.1219 2.1611 2146 0.8474 0.7631 0.8474 0.9205
0.1219 2.1631 2148 0.8129 0.7631 0.8129 0.9016
0.1219 2.1652 2150 0.8331 0.7631 0.8331 0.9128
0.1219 2.1672 2152 0.7744 0.7717 0.7744 0.8800
0.1219 2.1692 2154 0.7719 0.7717 0.7719 0.8786
0.1219 2.1712 2156 0.8445 0.7521 0.8445 0.9190
0.1219 2.1732 2158 0.9630 0.7602 0.9630 0.9813
0.1219 2.1752 2160 0.9942 0.7602 0.9942 0.9971
0.1219 2.1772 2162 0.9162 0.7430 0.9162 0.9572
0.1219 2.1793 2164 0.9020 0.7430 0.9020 0.9497
0.1219 2.1813 2166 0.9416 0.7696 0.9416 0.9703
0.1219 2.1833 2168 1.0242 0.7602 1.0242 1.0120
0.1219 2.1853 2170 1.0276 0.7602 1.0276 1.0137
0.1219 2.1873 2172 1.0487 0.7602 1.0487 1.0240
0.1219 2.1893 2174 0.9722 0.7602 0.9722 0.9860
0.1219 2.1913 2176 0.8414 0.7249 0.8414 0.9173
0.1219 2.1934 2178 0.7857 0.7620 0.7857 0.8864
0.1219 2.1954 2180 0.8242 0.7717 0.8242 0.9079
0.1219 2.1974 2182 0.9268 0.7618 0.9268 0.9627
0.1219 2.1994 2184 0.9944 0.7789 0.9944 0.9972
0.1219 2.2014 2186 1.0038 0.7789 1.0038 1.0019
0.1219 2.2034 2188 0.9566 0.7898 0.9566 0.9781
0.1219 2.2054 2190 0.9709 0.7618 0.9709 0.9854
0.1219 2.2075 2192 1.0314 0.7789 1.0314 1.0156
0.1219 2.2095 2194 1.0240 0.7789 1.0240 1.0119
0.1219 2.2115 2196 0.9237 0.7618 0.9237 0.9611
0.1219 2.2135 2198 0.7934 0.7937 0.7934 0.8908
0.1219 2.2155 2200 0.7582 0.7620 0.7582 0.8707
0.1219 2.2175 2202 0.7589 0.7172 0.7589 0.8711
0.1219 2.2195 2204 0.8046 0.7354 0.8046 0.8970
0.1219 2.2216 2206 0.8955 0.7433 0.8955 0.9463
0.1219 2.2236 2208 0.9991 0.7789 0.9991 0.9996
0.1219 2.2256 2210 1.0040 0.7789 1.0040 1.0020
0.1219 2.2276 2212 0.9726 0.7789 0.9726 0.9862
0.1219 2.2296 2214 0.9486 0.8412 0.9486 0.9740
0.1219 2.2316 2216 0.9294 0.7937 0.9294 0.9640
0.1219 2.2336 2218 0.9087 0.7937 0.9087 0.9533
0.1219 2.2356 2220 0.8765 0.7937 0.8765 0.9362
0.1219 2.2377 2222 0.9252 0.7937 0.9252 0.9619
0.1219 2.2397 2224 1.0289 0.7789 1.0289 1.0144
0.1219 2.2417 2226 1.0309 0.7789 1.0309 1.0153
0.1219 2.2437 2228 0.9289 0.7789 0.9289 0.9638
0.1219 2.2457 2230 0.8573 0.7709 0.8573 0.9259
0.1219 2.2477 2232 0.7814 0.7717 0.7814 0.8840
0.1219 2.2497 2234 0.7144 0.7717 0.7144 0.8452
0.1219 2.2518 2236 0.7376 0.7717 0.7376 0.8589
0.1219 2.2538 2238 0.8344 0.7937 0.8344 0.9135
0.1219 2.2558 2240 0.8628 0.7937 0.8628 0.9288
0.1219 2.2578 2242 0.8806 0.7618 0.8806 0.9384
0.1219 2.2598 2244 0.8380 0.7937 0.8380 0.9154
0.1219 2.2618 2246 0.7935 0.7823 0.7935 0.8908
0.1219 2.2638 2248 0.7326 0.7823 0.7326 0.8559
0.1219 2.2659 2250 0.7561 0.7823 0.7561 0.8696
0.1219 2.2679 2252 0.8103 0.8142 0.8103 0.9002
0.1219 2.2699 2254 0.8632 0.8142 0.8632 0.9291
0.1219 2.2719 2256 0.8615 0.8142 0.8615 0.9282
0.1219 2.2739 2258 0.7958 0.8142 0.7958 0.8921
0.1219 2.2759 2260 0.7386 0.7823 0.7386 0.8594
0.1219 2.2779 2262 0.7082 0.7717 0.7082 0.8415
0.1219 2.2800 2264 0.7285 0.7717 0.7285 0.8535
0.1219 2.2820 2266 0.8115 0.7937 0.8115 0.9008
0.1219 2.2840 2268 0.8774 0.7937 0.8774 0.9367
0.1219 2.2860 2270 0.9015 0.7937 0.9015 0.9495
0.1219 2.2880 2272 0.9816 0.7631 0.9816 0.9907
0.1219 2.2900 2274 0.9933 0.7631 0.9933 0.9966
0.1219 2.2920 2276 0.9701 0.7631 0.9701 0.9850
0.1219 2.2941 2278 0.9213 0.7631 0.9213 0.9599
0.1219 2.2961 2280 0.9165 0.7937 0.9165 0.9573
0.1219 2.2981 2282 0.9054 0.8215 0.9054 0.9515
0.1219 2.3001 2284 0.8494 0.7937 0.8494 0.9216
0.1219 2.3021 2286 0.8298 0.8094 0.8298 0.9109
0.1219 2.3041 2288 0.7764 0.7823 0.7764 0.8811
0.1219 2.3061 2290 0.7237 0.7823 0.7237 0.8507
0.1219 2.3082 2292 0.7128 0.7717 0.7128 0.8443
0.1219 2.3102 2294 0.7264 0.7717 0.7264 0.8523
0.1219 2.3122 2296 0.7440 0.7620 0.7440 0.8626
0.1219 2.3142 2298 0.8393 0.8164 0.8393 0.9161
0.1219 2.3162 2300 0.8936 0.8164 0.8936 0.9453
0.1219 2.3182 2302 0.9151 0.8164 0.9151 0.9566
0.1219 2.3202 2304 0.8895 0.8164 0.8895 0.9431
0.1219 2.3223 2306 0.7811 0.7801 0.7811 0.8838
0.1219 2.3243 2308 0.6999 0.7801 0.6999 0.8366
0.1219 2.3263 2310 0.6873 0.7801 0.6873 0.8290
0.1219 2.3283 2312 0.7300 0.7801 0.7300 0.8544
0.1219 2.3303 2314 0.8050 0.7906 0.8050 0.8972
0.1219 2.3323 2316 0.8707 0.8164 0.8707 0.9331
0.1219 2.3343 2318 0.9939 0.7603 0.9939 0.9970
0.1219 2.3364 2320 1.0503 0.7318 1.0503 1.0248
0.1219 2.3384 2322 0.9764 0.7810 0.9764 0.9881
0.1219 2.3404 2324 0.8714 0.7933 0.8714 0.9335
0.1219 2.3424 2326 0.8511 0.7631 0.8511 0.9226
0.1219 2.3444 2328 0.8872 0.7322 0.8872 0.9419
0.1219 2.3464 2330 0.9447 0.7684 0.9447 0.9720
0.1219 2.3484 2332 0.9737 0.7318 0.9737 0.9868
0.1219 2.3505 2334 0.9494 0.7318 0.9494 0.9744
0.1219 2.3525 2336 0.8867 0.7106 0.8867 0.9416
0.1219 2.3545 2338 0.8002 0.7717 0.8002 0.8945
0.1219 2.3565 2340 0.7537 0.7717 0.7537 0.8682
0.1219 2.3585 2342 0.7746 0.7717 0.7746 0.8801
0.1219 2.3605 2344 0.8089 0.7717 0.8089 0.8994
0.1219 2.3625 2346 0.8856 0.7717 0.8856 0.9411
0.1219 2.3646 2348 0.9847 0.7020 0.9847 0.9923
0.1219 2.3666 2350 1.0042 0.7020 1.0042 1.0021
0.1219 2.3686 2352 1.0955 0.7234 1.0955 1.0466
0.1219 2.3706 2354 1.1087 0.7234 1.1087 1.0529
0.1219 2.3726 2356 1.0113 0.7244 1.0113 1.0056
0.1219 2.3746 2358 0.9565 0.7713 0.9565 0.9780
0.1219 2.3766 2360 0.8843 0.7906 0.8843 0.9403
0.1219 2.3787 2362 0.8412 0.7906 0.8412 0.9172
0.1219 2.3807 2364 0.8495 0.7906 0.8495 0.9217
0.1219 2.3827 2366 0.8587 0.7713 0.8587 0.9267
0.1219 2.3847 2368 0.9324 0.7713 0.9324 0.9656
0.1219 2.3867 2370 0.9705 0.7819 0.9705 0.9851
0.1219 2.3887 2372 0.9140 0.7819 0.9140 0.9560
0.1219 2.3907 2374 0.8227 0.7906 0.8227 0.9070
0.1219 2.3927 2376 0.7318 0.7717 0.7318 0.8554
0.1219 2.3948 2378 0.7122 0.7717 0.7122 0.8439
0.1219 2.3968 2380 0.7744 0.7906 0.7744 0.8800
0.1219 2.3988 2382 0.8886 0.7713 0.8886 0.9427
0.1219 2.4008 2384 1.0703 0.7310 1.0703 1.0345
0.1219 2.4028 2386 1.1564 0.7310 1.1564 1.0754
0.1219 2.4048 2388 1.1081 0.7310 1.1081 1.0527
0.1219 2.4068 2390 0.9868 0.7933 0.9868 0.9934
0.1219 2.4089 2392 0.8466 0.7713 0.8466 0.9201
0.1219 2.4109 2394 0.7965 0.7906 0.7965 0.8925
0.1219 2.4129 2396 0.8180 0.7713 0.8180 0.9044
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0.0939 3.0534 3032 1.1559 0.6890 1.1559 1.0751
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0.0939 3.0574 3036 1.0930 0.7407 1.0930 1.0455
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0.0939 3.1480 3126 1.0745 0.7101 1.0745 1.0366
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0.0773 3.5468 3522 1.0036 0.7101 1.0036 1.0018
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0.0773 3.5629 3538 1.0861 0.6756 1.0861 1.0422
0.0773 3.5650 3540 1.0699 0.7101 1.0699 1.0344
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0.0773 3.5770 3552 1.0673 0.7101 1.0673 1.0331
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0.0773 3.5831 3558 1.1353 0.6890 1.1353 1.0655
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0.0773 3.5871 3562 0.9246 0.7844 0.9246 0.9616
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0.0514 6.5055 6460 0.8028 0.8019 0.8028 0.8960
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0.0343 9.9980 9928 0.8172 0.8142 0.8172 0.9040
0.0343 10.0 9930 0.8173 0.8142 0.8173 0.9040

Framework versions

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