Table_loss.txt

test result:  0.0351
test result:  0.0329
test result:  0.0340
test result:  0.0344
test result:  0.0338
test result:  0.0338
test result:  0.0374
test result:  0.0335
test result:  0.0351
test result:  0.0367
test result:  0.0341
test result:  0.0336
test result:  0.0456
test result:  0.0527
test result:  0.0531
test result:  0.0516
test result:  0.0542
test result:  0.0558
test result:  0.0522
test result:  0.0560
test result:  0.0533
test result:  0.0498
test result:  0.0527
test result:  0.0533
test result:  0.0529
test result:  0.0509
test result:  0.0513
test result:  0.0517
test result:  0.0515
test result:  0.0516
test result:  0.0511
test result:  0.0501
test result:  0.0497
test result:  0.0526
test result:  0.0480
test result:  0.0488
test result:  0.0579mean CD loss pred->GT|GT->pred: 0.00366, 0.00560
test result:  0.0363
test result:  0.0357
test result:  0.0363
test result:  0.0373
test result:  0.0338
test result:  0.0361
test result:  0.0400
test result:  0.0343
test result:  0.0346
test result:  0.0347
test result:  0.0329
test result:  0.0346
test result:  0.0446
test result:  0.0513
test result:  0.0503
test result:  0.0500
test result:  0.0516
test result:  0.0541
test result:  0.0518
test result:  0.0578
test result:  0.0496
test result:  0.0479
test result:  0.0519
test result:  0.0530
test result:  0.0476
test result:  0.0464
test result:  0.0509
test result:  0.0475
test result:  0.0504
test result:  0.0460
test result:  0.0470
test result:  0.0472
test result:  0.0471
test result:  0.0473
test result:  0.0456
test result:  0.0462
test result:  0.0503mean CD loss pred->GT|GT->pred: 0.00376, 0.00521
test result:  0.0352
test result:  0.0376
test result:  0.0352
test result:  0.0378
test result:  0.0379
test result:  0.0359
test result:  0.0371
test result:  0.0373
test result:  0.0400
test result:  0.0370
test result:  0.0355
test result:  0.0360
test result:  0.0360
test result:  0.0350
test result:  0.0372
test result:  0.0384
test result:  0.0380
test result:  0.0354
test result:  0.0376
test result:  0.0349
test result:  0.0353
test result:  0.0386
test result:  0.0351
test result:  0.0383
test result:  0.0364
test result:  0.0349
test result:  0.0406
test result:  0.0362
test result:  0.0377
test result:  0.0363
test result:  0.0359
test result:  0.0382
test result:  0.0407
test result:  0.0585
test result:  0.0875
test result:  0.0734
test result:  0.0784
test result:  0.0677
test result:  0.0890
test result:  0.0817
test result:  0.0742
test result:  0.0737
test result:  0.0807
test result:  0.0727
test result:  0.0745
test result:  0.0794
test result:  0.1001
test result:  0.0776
test result:  0.0827
test result:  0.0754
test result:  0.0734
test result:  0.0786
test result:  0.0808
test result:  0.1033
test result:  0.0701
test result:  0.0662
test result:  0.0676
test result:  0.0694
test result:  0.0746
test result:  0.0875
test result:  0.0711
test result:  0.0928
test result:  0.0683
test result:  0.0771
test result:  0.0739
test result:  0.0688
test result:  0.0826
test result:  0.0623
test result:  0.0607
test result:  0.0584
test result:  0.0596
test result:  0.0663
test result:  0.0652
test result:  0.0650
test result:  0.0607
test result:  0.0600
test result:  0.0647
test result:  0.0581
test result:  0.0651
test result:  0.0663
test result:  0.0632
test result:  0.0661
test result:  0.0644
test result:  0.0603
test result:  0.0628
test result:  0.0614
test result:  0.0607
test result:  0.0597
test result:  0.0693
test result:  0.0586
test result:  0.0614
test result:  0.0586
test result:  0.0590
test result:  0.0576
test result:  0.0597
test result:  0.0585
test result:  0.0695
test result:  0.0695
test result:  0.0695
test result:  0.0791mean CD loss pred->GT|GT->pred: 0.00423, 0.00764
test result:  0.0311
test result:  0.0329
test result:  0.0310
test result:  0.0352
test result:  0.0342
test result:  0.0315
test result:  0.0314
test result:  0.0375
test result:  0.0338
test result:  0.0328
test result:  0.0307
test result:  0.0307
test result:  0.0348
test result:  0.0330
test result:  0.0342
test result:  0.0345
test result:  0.0365
test result:  0.0344
test result:  0.0364
test result:  0.0350
test result:  0.0336
test result:  0.0346
test result:  0.0293
test result:  0.0351
test result:  0.0323
test result:  0.0334
test result:  0.0409
test result:  0.0347
test result:  0.0319
test result:  0.0346
test result:  0.0318
test result:  0.0350
test result:  0.0361
test result:  0.0453
test result:  0.0583
test result:  0.0632
test result:  0.0566
test result:  0.0521
test result:  0.0588
test result:  0.0563
test result:  0.0527
test result:  0.0549
test result:  0.0598
test result:  0.0512
test result:  0.0529
test result:  0.0687
test result:  0.0648
test result:  0.0625
test result:  0.0594
test result:  0.0586
test result:  0.0542
test result:  0.0587
test result:  0.0644
test result:  0.0696
test result:  0.0539
test result:  0.0523
test result:  0.0505
test result:  0.0524
test result:  0.0570
test result:  0.0590
test result:  0.0568
test result:  0.0601
test result:  0.0531
test result:  0.0632
test result:  0.0547
test result:  0.0505
test result:  0.0559
test result:  0.0520
test result:  0.0578
test result:  0.0557
test result:  0.0551
test result:  0.0693
test result:  0.0555
test result:  0.0556
test result:  0.0556
test result:  0.0580
test result:  0.0628
test result:  0.0520
test result:  0.0584
test result:  0.0551
test result:  0.0597
test result:  0.0541
test result:  0.0542
test result:  0.0558
test result:  0.0582
test result:  0.0592
test result:  0.0553
test result:  0.0594
test result:  0.0615
test result:  0.0532
test result:  0.0557
test result:  0.0546
test result:  0.0535
test result:  0.0545
test result:  0.0576
test result:  0.0529
test result:  0.0614
test result:  0.0592
test result:  0.0547
test result:  0.0775mean CD loss pred->GT|GT->pred: 0.00383, 0.00607
test result:  0.0375
test result:  0.0386
test result:  0.0402
test result:  0.0398
test result:  0.0414
test result:  0.0403
test result:  0.0342
test result:  0.0401
test result:  0.0391
test result:  0.0382
test result:  0.0383
test result:  0.0367
test result:  0.0370
test result:  0.0406
test result:  0.0420
test result:  0.0364
test result:  0.0385
test result:  0.0404
test result:  0.0416
test result:  0.0370
test result:  0.0338
test result:  0.0389
test result:  0.0376
test result:  0.0441
test result:  0.0368
test result:  0.0381
test result:  0.0392
test result:  0.0334
test result:  0.0391
test result:  0.0357
test result:  0.0380
test result:  0.0416
test result:  0.0446
test result:  0.0545
test result:  0.0687
test result:  0.0733
test result:  0.0609
test result:  0.0592
test result:  0.0652
test result:  0.0626
test result:  0.0556
test result:  0.0601
test result:  0.0660
test result:  0.0590
test result:  0.0639
test result:  0.0849
test result:  0.0776
test result:  0.0660
test result:  0.0657
test result:  0.0617
test result:  0.0593
test result:  0.0650
test result:  0.0761
test result:  0.0808
test result:  0.0609
test result:  0.0563
test result:  0.0576
test result:  0.0569
test result:  0.0581
test result:  0.0649
test result:  0.0672
test result:  0.0693
test result:  0.0574
test result:  0.0747
test result:  0.0602
test result:  0.0570
test result:  0.0618
test result:  0.0517
test result:  0.0565
test result:  0.0554
test result:  0.0510
test result:  0.0794
test result:  0.0549
test result:  0.0507
test result:  0.0605
test result:  0.0597
test result:  0.0751
test result:  0.0518
test result:  0.0577
test result:  0.0519
test result:  0.0655
test result:  0.0521
test result:  0.0512
test result:  0.0511
test result:  0.0523
test result:  0.0628
test result:  0.0544
test result:  0.0495
test result:  0.0562
test result:  0.0492
test result:  0.0536
test result:  0.0539
test result:  0.0483
test result:  0.0519
test result:  0.0545
test result:  0.0521
test result:  0.0675
test result:  0.0609
test result:  0.0516
test result:  0.0830mean CD loss pred->GT|GT->pred: 0.00389, 0.00680
test result:  0.0242
test result:  0.0288
test result:  0.0289
test result:  0.0271
test result:  0.0283
test result:  0.0272
test result:  0.0267
test result:  0.0303
test result:  0.0273
test result:  0.0272
test result:  0.0268
test result:  0.0259
test result:  0.0272
test result:  0.0251
test result:  0.0306
test result:  0.0258
test result:  0.0290
test result:  0.0282
test result:  0.0293
test result:  0.0253
test result:  0.0252
test result:  0.0289
test result:  0.0234
test result:  0.0273
test result:  0.0264
test result:  0.0251
test result:  0.0320
test result:  0.0274
test result:  0.0265
test result:  0.0276
test result:  0.0283
test result:  0.0303
test result:  0.0307
test result:  0.0384
test result:  0.0487
test result:  0.0474
test result:  0.0469
test result:  0.0458
test result:  0.0506
test result:  0.0461
test result:  0.0455
test result:  0.0458
test result:  0.0494
test result:  0.0470
test result:  0.0465
test result:  0.0499
test result:  0.0513
test result:  0.0477
test result:  0.0478
test result:  0.0475
test result:  0.0450
test result:  0.0487
test result:  0.0483
test result:  0.0541
test result:  0.0454
test result:  0.0461
test result:  0.0462
test result:  0.0459
test result:  0.0456
test result:  0.0489
test result:  0.0473
test result:  0.0510
test result:  0.0443
test result:  0.0489
test result:  0.0478
test result:  0.0455
test result:  0.0498
test result:  0.0425
test result:  0.0438
test result:  0.0436
test result:  0.0432
test result:  0.0456
test result:  0.0434
test result:  0.0435
test result:  0.0444
test result:  0.0439
test result:  0.0433
test result:  0.0431
test result:  0.0444
test result:  0.0432
test result:  0.0436
test result:  0.0437
test result:  0.0419
test result:  0.0436
test result:  0.0435
test result:  0.0443
test result:  0.0431
test result:  0.0434
test result:  0.0450
test result:  0.0431
test result:  0.0430
test result:  0.0439
test result:  0.0439
test result:  0.0433
test result:  0.0432
test result:  0.0425
test result:  0.0434
test result:  0.0448
test result:  0.0442
test result:  0.0509mean CD loss pred->GT|GT->pred: 0.00361, 0.00432
test result:  0.0269
test result:  0.0327
test result:  0.0309
test result:  0.0299
test result:  0.0326
test result:  0.0318
test result:  0.0307
test result:  0.0334
test result:  0.0334
test result:  0.0319
test result:  0.0312
test result:  0.0293
test result:  0.0304
test result:  0.0302
test result:  0.0300
test result:  0.0322
test result:  0.0335
test result:  0.0327
test result:  0.0340
test result:  0.0312
test result:  0.0306
test result:  0.0322
test result:  0.0277
test result:  0.0351
test result:  0.0314
test result:  0.0292
test result:  0.0366
test result:  0.0335
test result:  0.0303
test result:  0.0323
test result:  0.0313
test result:  0.0312
test result:  0.0333
test result:  0.0391
test result:  0.0501
test result:  0.0492
test result:  0.0462
test result:  0.0440
test result:  0.0468
test result:  0.0479
test result:  0.0437
test result:  0.0454
test result:  0.0472
test result:  0.0467
test result:  0.0435
test result:  0.0528
test result:  0.0542
test result:  0.0476
test result:  0.0481
test result:  0.0451
test result:  0.0443
test result:  0.0461
test result:  0.0529
test result:  0.0535
test result:  0.0442
test result:  0.0432
test result:  0.0437
test result:  0.0425
test result:  0.0423
test result:  0.0476
test result:  0.0454
test result:  0.0490
test result:  0.0434
test result:  0.0494
test result:  0.0429
test result:  0.0448
test result:  0.0484
test result:  0.0468
test result:  0.0487
test result:  0.0459
test result:  0.0460
test result:  0.0552
test result:  0.0485
test result:  0.0469
test result:  0.0491
test result:  0.0504
test result:  0.0529
test result:  0.0462
test result:  0.0510
test result:  0.0470
test result:  0.0488
test result:  0.0474
test result:  0.0463
test result:  0.0480
test result:  0.0491
test result:  0.0490
test result:  0.0468
test result:  0.0465
test result:  0.0493
test result:  0.0454
test result:  0.0470
test result:  0.0458
test result:  0.0456
test result:  0.0456
test result:  0.0468
test result:  0.0448
test result:  0.0523
test result:  0.0520
test result:  0.0495
test result:  0.0608mean CD loss pred->GT|GT->pred: 0.00371, 0.00474
test result:  0.0350
test result:  0.0406
test result:  0.0372
test result:  0.0399
test result:  0.0371
test result:  0.0367
test result:  0.0369
test result:  0.0399
test result:  0.0418
test result:  0.0384
test result:  0.0359
test result:  0.0402
test result:  0.0390
test result:  0.0360
test result:  0.0375
test result:  0.0370
test result:  0.0414
test result:  0.0351
test result:  0.0405
test result:  0.0387
test result:  0.0364
test result:  0.0406
test result:  0.0342
test result:  0.0384
test result:  0.0369
test result:  0.0374
test result:  0.0427
test result:  0.0358
test result:  0.0357
test result:  0.0393
test result:  0.0412
test result:  0.0424
test result:  0.0423
test result:  0.0467
test result:  0.0594
test result:  0.0544
test result:  0.0512
test result:  0.0486
test result:  0.0519
test result:  0.0528
test result:  0.0479
test result:  0.0519
test result:  0.0517
test result:  0.0492
test result:  0.0508
test result:  0.0582
test result:  0.0626
test result:  0.0525
test result:  0.0500
test result:  0.0492
test result:  0.0500
test result:  0.0563
test result:  0.0515
test result:  0.0625
test result:  0.0492
test result:  0.0481
test result:  0.0483
test result:  0.0477
test result:  0.0477
test result:  0.0513
test result:  0.0510
test result:  0.0576
test result:  0.0479
test result:  0.0543
test result:  0.0496
test result:  0.0470
test result:  0.0555
test result:  0.0507
test result:  0.0520
test result:  0.0480
test result:  0.0476
test result:  0.0580
test result:  0.0502
test result:  0.0495
test result:  0.0512
test result:  0.0524
test result:  0.0549
test result:  0.0496
test result:  0.0521
test result:  0.0515
test result:  0.0510
test result:  0.0509
test result:  0.0507
test result:  0.0491
test result:  0.0512
test result:  0.0516
test result:  0.0497
test result:  0.0479
test result:  0.0523
test result:  0.0482
test result:  0.0497
test result:  0.0490
test result:  0.0487
test result:  0.0485
test result:  0.0512
test result:  0.0470
test result:  0.0525
test result:  0.0553
test result:  0.0553
test result:  0.0655mean CD loss pred->GT|GT->pred: 0.00393, 0.00553best so far (pg): 0.00393, 0.00553best so far (gp): 0.00393, 0.00553
test result:  0.0351
test result:  0.0351
test result:  0.0338
test result:  0.0363
test result:  0.0327
test result:  0.0345
test result:  0.0345
test result:  0.0361
test result:  0.0371
test result:  0.0355
test result:  0.0329
test result:  0.0351
test result:  0.0350
test result:  0.0322
test result:  0.0343
test result:  0.0354
test result:  0.0379
test result:  0.0340
test result:  0.0370
test result:  0.0366
test result:  0.0357
test result:  0.0390
test result:  0.0337
test result:  0.0359
test result:  0.0342
test result:  0.0345
test result:  0.0403
test result:  0.0388
test result:  0.0337
test result:  0.0354
test result:  0.0385
test result:  0.0404
test result:  0.0383
test result:  0.0444
test result:  0.0570
test result:  0.0545
test result:  0.0572
test result:  0.0483
test result:  0.0550
test result:  0.0503
test result:  0.0485
test result:  0.0496
test result:  0.0521
test result:  0.0538
test result:  0.0503
test result:  0.0669
test result:  0.0553
test result:  0.0584
test result:  0.0530
test result:  0.0530
test result:  0.0479
test result:  0.0532
test result:  0.0534
test result:  0.0608
test result:  0.0497
test result:  0.0516
test result:  0.0472
test result:  0.0481
test result:  0.0484
test result:  0.0523
test result:  0.0532
test result:  0.0546
test result:  0.0482
test result:  0.0529
test result:  0.0533
test result:  0.0476
test result:  0.0546
test result:  0.0461
test result:  0.0495
test result:  0.0447
test result:  0.0461
test result:  0.0570
test result:  0.0462
test result:  0.0452
test result:  0.0482
test result:  0.0472
test result:  0.0493
test result:  0.0419
test result:  0.0481
test result:  0.0504
test result:  0.0480
test result:  0.0481
test result:  0.0480
test result:  0.0460
test result:  0.0516
test result:  0.0506
test result:  0.0458
test result:  0.0487
test result:  0.0495
test result:  0.0442
test result:  0.0469
test result:  0.0439
test result:  0.0454
test result:  0.0474
test result:  0.0477
test result:  0.0438
test result:  0.0546
test result:  0.0527
test result:  0.0504
test result:  0.0711mean CD loss pred->GT|GT->pred: 0.00377, 0.00537best so far (pg): 0.00377, 0.00537best so far (gp): 0.00377, 0.00537
test result:  0.0317
test result:  0.0347
test result:  0.0335
test result:  0.0325
test result:  0.0348
test result:  0.0318
test result:  0.0314
test result:  0.0383
test result:  0.0350
test result:  0.0348
test result:  0.0338
test result:  0.0324
test result:  0.0336
test result:  0.0370
test result:  0.0366
test result:  0.0322
test result:  0.0369
test result:  0.0362
test result:  0.0350
test result:  0.0315
test result:  0.0327
test result:  0.0328
test result:  0.0321
test result:  0.0345
test result:  0.0326
test result:  0.0337
test result:  0.0346
test result:  0.0317
test result:  0.0334
test result:  0.0346
test result:  0.0343
test result:  0.0388
test result:  0.0392
test result:  0.0410
test result:  0.0510
test result:  0.0541
test result:  0.0477
test result:  0.0449
test result:  0.0502
test result:  0.0474
test result:  0.0464
test result:  0.0475
test result:  0.0486
test result:  0.0455
test result:  0.0472
test result:  0.0548
test result:  0.0540
test result:  0.0465
test result:  0.0482
test result:  0.0460
test result:  0.0462
test result:  0.0484
test result:  0.0476
test result:  0.0555
test result:  0.0456
test result:  0.0466
test result:  0.0442
test result:  0.0436
test result:  0.0448
test result:  0.0483
test result:  0.0473
test result:  0.0521
test result:  0.0452
test result:  0.0497
test result:  0.0486
test result:  0.0439
test result:  0.0491
test result:  0.0418
test result:  0.0437
test result:  0.0428
test result:  0.0436
test result:  0.0494
test result:  0.0443
test result:  0.0423
test result:  0.0437
test result:  0.0440
test result:  0.0441
test result:  0.0422
test result:  0.0447
test result:  0.0436
test result:  0.0460
test result:  0.0442
test result:  0.0425
test result:  0.0456
test result:  0.0444
test result:  0.0468
test result:  0.0433
test result:  0.0433
test result:  0.0442
test result:  0.0415
test result:  0.0426
test result:  0.0425
test result:  0.0431
test result:  0.0432
test result:  0.0431
test result:  0.0416
test result:  0.0494
test result:  0.0485
test result:  0.0450
test result:  0.0638mean CD loss pred->GT|GT->pred: 0.00364, 0.00483best so far (pg): 0.00364, 0.00483best so far (gp): 0.00364, 0.00483
test result:  0.0326
test result:  0.0326
test result:  0.0289
test result:  0.0337
test result:  0.0304
test result:  0.0326
test result:  0.0312
test result:  0.0320
test result:  0.0321
test result:  0.0324
test result:  0.0323
test result:  0.0318
test result:  0.0327
test result:  0.0305
test result:  0.0305
test result:  0.0331
test result:  0.0324
test result:  0.0293
test result:  0.0333
test result:  0.0322
test result:  0.0314
test result:  0.0355
test result:  0.0306
test result:  0.0329
test result:  0.0319
test result:  0.0315
test result:  0.0344
test result:  0.0344
test result:  0.0310
test result:  0.0304
test result:  0.0330
test result:  0.0338
test result:  0.0345
test result:  0.0419
test result:  0.0535
test result:  0.0535
test result:  0.0503
test result:  0.0427
test result:  0.0471
test result:  0.0571
test result:  0.0446
test result:  0.0503
test result:  0.0546
test result:  0.0483
test result:  0.0450
test result:  0.0636
test result:  0.0644
test result:  0.0492
test result:  0.0505
test result:  0.0487
test result:  0.0441
test result:  0.0509
test result:  0.0483
test result:  0.0633
test result:  0.0447
test result:  0.0438
test result:  0.0422
test result:  0.0433
test result:  0.0449
test result:  0.0506
test result:  0.0473
test result:  0.0548
test result:  0.0436
test result:  0.0506
test result:  0.0427
test result:  0.0432
test result:  0.0479
test result:  0.0448
test result:  0.0443
test result:  0.0416
test result:  0.0425
test result:  0.0490
test result:  0.0471
test result:  0.0446
test result:  0.0495
test result:  0.0428
test result:  0.0477
test result:  0.0427
test result:  0.0455
test result:  0.0458
test result:  0.0443
test result:  0.0488
test result:  0.0468
test result:  0.0429
test result:  0.0438
test result:  0.0457
test result:  0.0440
test result:  0.0424
test result:  0.0476
test result:  0.0445
test result:  0.0457
test result:  0.0414
test result:  0.0426
test result:  0.0425
test result:  0.0428
test result:  0.0413
test result:  0.0457
test result:  0.0474
test result:  0.0494
test result:  0.0644mean CD loss pred->GT|GT->pred: 0.00363, 0.00484best so far (pg): 0.00363, 0.00484best so far (gp): 0.00364, 0.00483
test result:  0.0264
test result:  0.0280
test result:  0.0272
test result:  0.0282
test result:  0.0275
test result:  0.0263
test result:  0.0270
test result:  0.0295
test result:  0.0259
test result:  0.0275
test result:  0.0262
test result:  0.0267
test result:  0.0275
test result:  0.0253
test result:  0.0281
test result:  0.0268
test result:  0.0290
test result:  0.0273
test result:  0.0277
test result:  0.0282
test result:  0.0275
test result:  0.0286
test result:  0.0263
test result:  0.0264
test result:  0.0268
test result:  0.0262
test result:  0.0289
test result:  0.0281
test result:  0.0270
test result:  0.0279
test result:  0.0280
test result:  0.0284
test result:  0.0284
test result:  0.0353
test result:  0.0421
test result:  0.0414
test result:  0.0413
test result:  0.0397
test result:  0.0400
test result:  0.0409
test result:  0.0400
test result:  0.0400
test result:  0.0416
test result:  0.0380
test result:  0.0417
test result:  0.0443
test result:  0.0436
test result:  0.0423
test result:  0.0411
test result:  0.0408
test result:  0.0403
test result:  0.0415
test result:  0.0400
test result:  0.0429
test result:  0.0420
test result:  0.0388
test result:  0.0392
test result:  0.0393
test result:  0.0411
test result:  0.0405
test result:  0.0397
test result:  0.0416
test result:  0.0404
test result:  0.0416
test result:  0.0413
test result:  0.0396
test result:  0.0393
test result:  0.0382
test result:  0.0390
test result:  0.0364
test result:  0.0392
test result:  0.0403
test result:  0.0401
test result:  0.0371
test result:  0.0370
test result:  0.0379
test result:  0.0376
test result:  0.0386
test result:  0.0369
test result:  0.0362
test result:  0.0372
test result:  0.0378
test result:  0.0379
test result:  0.0385
test result:  0.0382
test result:  0.0387
test result:  0.0386
test result:  0.0378
test result:  0.0377
test result:  0.0366
test result:  0.0380
test result:  0.0377
test result:  0.0376
test result:  0.0366
test result:  0.0387
test result:  0.0378
test result:  0.0395
test result:  0.0391
test result:  0.0397
test result:  0.0469mean CD loss pred->GT|GT->pred: 0.00332, 0.00379best so far (pg): 0.00332, 0.00379best so far (gp): 0.00332, 0.00379
test result:  0.0267
test result:  0.0267
test result:  0.0260
test result:  0.0275
test result:  0.0265
test result:  0.0271
test result:  0.0272
test result:  0.0273
test result:  0.0278
test result:  0.0269
test result:  0.0258
test result:  0.0260
test result:  0.0270
test result:  0.0265
test result:  0.0268
test result:  0.0268
test result:  0.0298
test result:  0.0275
test result:  0.0273
test result:  0.0270
test result:  0.0277
test result:  0.0276
test result:  0.0258
test result:  0.0262
test result:  0.0273
test result:  0.0280
test result:  0.0284
test result:  0.0278
test result:  0.0265
test result:  0.0274
test result:  0.0264
test result:  0.0254
test result:  0.0260
test result:  0.0340
test result:  0.0415
test result:  0.0432
test result:  0.0420
test result:  0.0396
test result:  0.0400
test result:  0.0407
test result:  0.0391
test result:  0.0384
test result:  0.0408
test result:  0.0394
test result:  0.0402
test result:  0.0500
test result:  0.0428
test result:  0.0432
test result:  0.0407
test result:  0.0416
test result:  0.0393
test result:  0.0412
test result:  0.0436
test result:  0.0462
test result:  0.0388
test result:  0.0391
test result:  0.0386
test result:  0.0386
test result:  0.0404
test result:  0.0394
test result:  0.0420
test result:  0.0413
test result:  0.0386
test result:  0.0451
test result:  0.0402
test result:  0.0382
test result:  0.0382
test result:  0.0382
test result:  0.0396
test result:  0.0379
test result:  0.0391
test result:  0.0436
test result:  0.0396
test result:  0.0393
test result:  0.0367
test result:  0.0386
test result:  0.0414
test result:  0.0376
test result:  0.0380
test result:  0.0377
test result:  0.0404
test result:  0.0375
test result:  0.0387
test result:  0.0394
test result:  0.0394
test result:  0.0409
test result:  0.0389
test result:  0.0394
test result:  0.0406
test result:  0.0373
test result:  0.0380
test result:  0.0385
test result:  0.0386
test result:  0.0389
test result:  0.0396
test result:  0.0380
test result:  0.0409
test result:  0.0409
test result:  0.0403
test result:  0.0521mean CD loss pred->GT|GT->pred: 0.00331, 0.00385best so far (pg): 0.00331, 0.00385best so far (gp): 0.00332, 0.00379
test result:  0.0256
test result:  0.0259
test result:  0.0255
test result:  0.0279
test result:  0.0260
test result:  0.0254
test result:  0.0257
test result:  0.0279
test result:  0.0259
test result:  0.0257
test result:  0.0248
test result:  0.0252
test result:  0.0257
test result:  0.0260
test result:  0.0270
test result:  0.0260
test result:  0.0287
test result:  0.0262
test result:  0.0254
test result:  0.0257
test result:  0.0255
test result:  0.0270
test result:  0.0249
test result:  0.0266
test result:  0.0260
test result:  0.0254
test result:  0.0275
test result:  0.0255
test result:  0.0262
test result:  0.0269
test result:  0.0250
test result:  0.0246
test result:  0.0260
test result:  0.0337
test result:  0.0396
test result:  0.0423
test result:  0.0404
test result:  0.0377
test result:  0.0371
test result:  0.0377
test result:  0.0367
test result:  0.0378
test result:  0.0398
test result:  0.0375
test result:  0.0402
test result:  0.0455
test result:  0.0410
test result:  0.0411
test result:  0.0389
test result:  0.0386
test result:  0.0374
test result:  0.0382
test result:  0.0405
test result:  0.0429
test result:  0.0379
test result:  0.0379
test result:  0.0367
test result:  0.0372
test result:  0.0378
test result:  0.0381
test result:  0.0413
test result:  0.0380
test result:  0.0378
test result:  0.0449
test result:  0.0381
test result:  0.0373
test result:  0.0371
test result:  0.0361
test result:  0.0363
test result:  0.0341
test result:  0.0353
test result:  0.0406
test result:  0.0359
test result:  0.0360
test result:  0.0351
test result:  0.0373
test result:  0.0366
test result:  0.0348
test result:  0.0356
test result:  0.0373
test result:  0.0362
test result:  0.0352
test result:  0.0364
test result:  0.0368
test result:  0.0372
test result:  0.0378
test result:  0.0358
test result:  0.0352
test result:  0.0363
test result:  0.0346
test result:  0.0361
test result:  0.0363
test result:  0.0354
test result:  0.0361
test result:  0.0369
test result:  0.0347
test result:  0.0390
test result:  0.0389
test result:  0.0390
test result:  0.0440mean CD loss pred->GT|GT->pred: 0.00323, 0.00356best so far (pg): 0.00323, 0.00356best so far (gp): 0.00323, 0.00356
test result:  0.0245
test result:  0.0267
test result:  0.0264
test result:  0.0273
test result:  0.0265
test result:  0.0260
test result:  0.0250
test result:  0.0291
test result:  0.0278
test result:  0.0263
test result:  0.0264
test result:  0.0254
test result:  0.0258
test result:  0.0264
test result:  0.0261
test result:  0.0270
test result:  0.0281
test result:  0.0256
test result:  0.0267
test result:  0.0278
test result:  0.0265
test result:  0.0260
test result:  0.0248
test result:  0.0260
test result:  0.0265
test result:  0.0269
test result:  0.0277
test result:  0.0262
test result:  0.0261
test result:  0.0276
test result:  0.0257
test result:  0.0270
test result:  0.0267
test result:  0.0337
test result:  0.0443
test result:  0.0418
test result:  0.0395
test result:  0.0405
test result:  0.0425
test result:  0.0408
test result:  0.0382
test result:  0.0392
test result:  0.0447
test result:  0.0384
test result:  0.0399
test result:  0.0451
test result:  0.0475
test result:  0.0401
test result:  0.0411
test result:  0.0418
test result:  0.0417
test result:  0.0435
test result:  0.0429
test result:  0.0507
test result:  0.0392
test result:  0.0382
test result:  0.0391
test result:  0.0383
test result:  0.0390
test result:  0.0420
test result:  0.0411
test result:  0.0468
test result:  0.0392
test result:  0.0406
test result:  0.0392
test result:  0.0382
test result:  0.0394
test result:  0.0355
test result:  0.0362
test result:  0.0349
test result:  0.0346
test result:  0.0362
test result:  0.0355
test result:  0.0357
test result:  0.0355
test result:  0.0354
test result:  0.0358
test result:  0.0359
test result:  0.0356
test result:  0.0364
test result:  0.0350
test result:  0.0363
test result:  0.0359
test result:  0.0354
test result:  0.0361
test result:  0.0353
test result:  0.0357
test result:  0.0348
test result:  0.0363
test result:  0.0341
test result:  0.0356
test result:  0.0350
test result:  0.0350
test result:  0.0347
test result:  0.0365
test result:  0.0345
test result:  0.0358
test result:  0.0376
test result:  0.0367
test result:  0.0458mean CD loss pred->GT|GT->pred: 0.00324, 0.00368best so far (pg): 0.00323, 0.00356best so far (gp): 0.00323, 0.00356
test result:  0.0232
test result:  0.0241
test result:  0.0242
test result:  0.0243
test result:  0.0250
test result:  0.0240
test result:  0.0242
test result:  0.0258
test result:  0.0245
test result:  0.0244
test result:  0.0251
test result:  0.0233
test result:  0.0249
test result:  0.0253
test result:  0.0249
test result:  0.0251
test result:  0.0254
test result:  0.0244
test result:  0.0261
test result:  0.0257
test result:  0.0240
test result:  0.0254
test result:  0.0233
test result:  0.0255
test result:  0.0241
test result:  0.0244
test result:  0.0264
test result:  0.0247
test result:  0.0244
test result:  0.0245
test result:  0.0248
test result:  0.0254
test result:  0.0258
test result:  0.0405
test result:  0.0512
test result:  0.0482
test result:  0.0468
test result:  0.0462
test result:  0.0490
test result:  0.0503
test result:  0.0461
test result:  0.0479
test result:  0.0530
test result:  0.0446
test result:  0.0486
test result:  0.0526
test result:  0.0575
test result:  0.0490
test result:  0.0486
test result:  0.0490
test result:  0.0485
test result:  0.0501
test result:  0.0483
test result:  0.0559
test result:  0.0489
test result:  0.0462
test result:  0.0470
test result:  0.0454
test result:  0.0471
test result:  0.0474
test result:  0.0474
test result:  0.0519
test result:  0.0466
test result:  0.0503
test result:  0.0460
test result:  0.0454
test result:  0.0515
test result:  0.0460
test result:  0.0457
test result:  0.0436
test result:  0.0443
test result:  0.0468
test result:  0.0486
test result:  0.0457
test result:  0.0450
test result:  0.0467
test result:  0.0462
test result:  0.0444
test result:  0.0458
test result:  0.0436
test result:  0.0435
test result:  0.0444
test result:  0.0446
test result:  0.0464
test result:  0.0441
test result:  0.0437
test result:  0.0460
test result:  0.0476
test result:  0.0481
test result:  0.0431
test result:  0.0459
test result:  0.0445
test result:  0.0451
test result:  0.0435
test result:  0.0462
test result:  0.0430
test result:  0.0452
test result:  0.0476
test result:  0.0482
test result:  0.0558mean CD loss pred->GT|GT->pred: 0.00348, 0.00447best so far (pg): 0.00323, 0.00356best so far (gp): 0.00323, 0.00356
test result:  0.0249
test result:  0.0247
test result:  0.0244
test result:  0.0253
test result:  0.0240
test result:  0.0252
test result:  0.0249
test result:  0.0268
test result:  0.0258
test result:  0.0243
test result:  0.0239
test result:  0.0240
test result:  0.0251
test result:  0.0242
test result:  0.0251
test result:  0.0246
test result:  0.0265
test result:  0.0244
test result:  0.0250
test result:  0.0258
test result:  0.0248
test result:  0.0254
test result:  0.0241
test result:  0.0257
test result:  0.0250
test result:  0.0245
test result:  0.0262
test result:  0.0259
test result:  0.0253
test result:  0.0256
test result:  0.0252
test result:  0.0254
test result:  0.0266
test result:  0.0343
test result:  0.0450
test result:  0.0418
test result:  0.0421
test result:  0.0386
test result:  0.0447
test result:  0.0420
test result:  0.0400
test result:  0.0401
test result:  0.0444
test result:  0.0390
test result:  0.0398
test result:  0.0447
test result:  0.0484
test result:  0.0408
test result:  0.0426
test result:  0.0410
test result:  0.0421
test result:  0.0443
test result:  0.0405
test result:  0.0530
test result:  0.0389
test result:  0.0393
test result:  0.0388
test result:  0.0383
test result:  0.0399
test result:  0.0417
test result:  0.0417
test result:  0.0488
test result:  0.0391
test result:  0.0407
test result:  0.0400
test result:  0.0385
test result:  0.0397
test result:  0.0380
test result:  0.0385
test result:  0.0378
test result:  0.0387
test result:  0.0410
test result:  0.0395
test result:  0.0392
test result:  0.0379
test result:  0.0386
test result:  0.0387
test result:  0.0385
test result:  0.0375
test result:  0.0373
test result:  0.0381
test result:  0.0378
test result:  0.0390
test result:  0.0389
test result:  0.0379
test result:  0.0394
test result:  0.0387
test result:  0.0388
test result:  0.0397
test result:  0.0367
test result:  0.0368
test result:  0.0364
test result:  0.0382
test result:  0.0372
test result:  0.0387
test result:  0.0379
test result:  0.0383
test result:  0.0389
test result:  0.0385
test result:  0.0446mean CD loss pred->GT|GT->pred: 0.00326, 0.00377best so far (pg): 0.00323, 0.00356best so far (gp): 0.00323, 0.00356
test result:  0.0232
test result:  0.0234
test result:  0.0240
test result:  0.0234
test result:  0.0234
test result:  0.0239
test result:  0.0233
test result:  0.0253
test result:  0.0242
test result:  0.0241
test result:  0.0233
test result:  0.0220
test result:  0.0244
test result:  0.0240
test result:  0.0241
test result:  0.0234
test result:  0.0255
test result:  0.0229
test result:  0.0244
test result:  0.0235
test result:  0.0233
test result:  0.0242
test result:  0.0225
test result:  0.0243
test result:  0.0229
test result:  0.0235
test result:  0.0247
test result:  0.0239
test result:  0.0234
test result:  0.0236
test result:  0.0236
test result:  0.0256
test result:  0.0247
test result:  0.0348
test result:  0.0404
test result:  0.0420
test result:  0.0391
test result:  0.0400
test result:  0.0396
test result:  0.0406
test result:  0.0394
test result:  0.0400
test result:  0.0405
test result:  0.0404
test result:  0.0396
test result:  0.0449
test result:  0.0427
test result:  0.0411
test result:  0.0391
test result:  0.0406
test result:  0.0389
test result:  0.0407
test result:  0.0411
test result:  0.0432
test result:  0.0394
test result:  0.0392
test result:  0.0393
test result:  0.0393
test result:  0.0387
test result:  0.0389
test result:  0.0412
test result:  0.0410
test result:  0.0391
test result:  0.0435
test result:  0.0395
test result:  0.0390
test result:  0.0393
test result:  0.0374
test result:  0.0367
test result:  0.0361
test result:  0.0376
test result:  0.0396
test result:  0.0375
test result:  0.0364
test result:  0.0363
test result:  0.0372
test result:  0.0379
test result:  0.0369
test result:  0.0376
test result:  0.0364
test result:  0.0358
test result:  0.0359
test result:  0.0363
test result:  0.0382
test result:  0.0364
test result:  0.0377
test result:  0.0369
test result:  0.0361
test result:  0.0354
test result:  0.0356
test result:  0.0365
test result:  0.0357
test result:  0.0358
test result:  0.0357
test result:  0.0373
test result:  0.0354
test result:  0.0376
test result:  0.0386
test result:  0.0387
test result:  0.0453mean CD loss pred->GT|GT->pred: 0.00320, 0.00355best so far (pg): 0.00320, 0.00355best so far (gp): 0.00320, 0.00355
test result:  0.0254
test result:  0.0278
test result:  0.0282
test result:  0.0288
test result:  0.0280
test result:  0.0294
test result:  0.0258
test result:  0.0295
test result:  0.0261
test result:  0.0281
test result:  0.0278
test result:  0.0266
test result:  0.0293
test result:  0.0251
test result:  0.0264
test result:  0.0284
test result:  0.0300
test result:  0.0252
test result:  0.0275
test result:  0.0310
test result:  0.0276
test result:  0.0296
test result:  0.0257
test result:  0.0267
test result:  0.0267
test result:  0.0260
test result:  0.0303
test result:  0.0280
test result:  0.0279
test result:  0.0298
test result:  0.0278
test result:  0.0259
test result:  0.0258
test result:  0.0394
test result:  0.0563
test result:  0.0517
test result:  0.0498
test result:  0.0471
test result:  0.0501
test result:  0.0482
test result:  0.0453
test result:  0.0460
test result:  0.0500
test result:  0.0476
test result:  0.0477
test result:  0.0577
test result:  0.0551
test result:  0.0491
test result:  0.0489
test result:  0.0512
test result:  0.0502
test result:  0.0527
test result:  0.0515
test result:  0.0598
test result:  0.0457
test result:  0.0444
test result:  0.0451
test result:  0.0463
test result:  0.0459
test result:  0.0471
test result:  0.0522
test result:  0.0555
test result:  0.0472
test result:  0.0511
test result:  0.0489
test result:  0.0452
test result:  0.0491
test result:  0.0423
test result:  0.0424
test result:  0.0400
test result:  0.0412
test result:  0.0512
test result:  0.0405
test result:  0.0407
test result:  0.0400
test result:  0.0434
test result:  0.0412
test result:  0.0383
test result:  0.0440
test result:  0.0420
test result:  0.0416
test result:  0.0416
test result:  0.0413
test result:  0.0409
test result:  0.0420
test result:  0.0439
test result:  0.0408
test result:  0.0416
test result:  0.0432
test result:  0.0392
test result:  0.0397
test result:  0.0401
test result:  0.0396
test result:  0.0409
test result:  0.0418
test result:  0.0383
test result:  0.0426
test result:  0.0428
test result:  0.0420
test result:  0.0452mean CD loss pred->GT|GT->pred: 0.00346, 0.00447best so far (pg): 0.00320, 0.00355best so far (gp): 0.00320, 0.00355
test result:  0.0227
test result:  0.0228
test result:  0.0220
test result:  0.0232
test result:  0.0223
test result:  0.0235
test result:  0.0220
test result:  0.0239
test result:  0.0219
test result:  0.0225
test result:  0.0219
test result:  0.0220
test result:  0.0229
test result:  0.0220
test result:  0.0230
test result:  0.0228
test result:  0.0241
test result:  0.0216
test result:  0.0229
test result:  0.0237
test result:  0.0235
test result:  0.0241
test result:  0.0224
test result:  0.0223
test result:  0.0231
test result:  0.0220
test result:  0.0247
test result:  0.0243
test result:  0.0230
test result:  0.0235
test result:  0.0223
test result:  0.0220
test result:  0.0224
test result:  0.0331
test result:  0.0426
test result:  0.0431
test result:  0.0420
test result:  0.0396
test result:  0.0418
test result:  0.0417
test result:  0.0388
test result:  0.0382
test result:  0.0431
test result:  0.0399
test result:  0.0395
test result:  0.0471
test result:  0.0475
test result:  0.0413
test result:  0.0418
test result:  0.0423
test result:  0.0393
test result:  0.0437
test result:  0.0432
test result:  0.0466
test result:  0.0391
test result:  0.0383
test result:  0.0380
test result:  0.0398
test result:  0.0397
test result:  0.0414
test result:  0.0424
test result:  0.0445
test result:  0.0389
test result:  0.0414
test result:  0.0397
test result:  0.0379
test result:  0.0389
test result:  0.0363
test result:  0.0373
test result:  0.0362
test result:  0.0372
test result:  0.0389
test result:  0.0377
test result:  0.0367
test result:  0.0367
test result:  0.0358
test result:  0.0379
test result:  0.0357
test result:  0.0379
test result:  0.0365
test result:  0.0379
test result:  0.0366
test result:  0.0372
test result:  0.0375
test result:  0.0370
test result:  0.0394
test result:  0.0360
test result:  0.0371
test result:  0.0379
test result:  0.0361
test result:  0.0369
test result:  0.0355
test result:  0.0361
test result:  0.0368
test result:  0.0373
test result:  0.0352
test result:  0.0365
test result:  0.0376
test result:  0.0375
test result:  0.0420mean CD loss pred->GT|GT->pred: 0.00320, 0.00355best so far (pg): 0.00320, 0.00355best so far (gp): 0.00320, 0.00355
test result:  0.0247
test result:  0.0272
test result:  0.0260
test result:  0.0265
test result:  0.0253
test result:  0.0266
test result:  0.0255
test result:  0.0270
test result:  0.0249
test result:  0.0274
test result:  0.0258
test result:  0.0248
test result:  0.0263
test result:  0.0255
test result:  0.0245
test result:  0.0260
test result:  0.0273
test result:  0.0255
test result:  0.0267
test result:  0.0270
test result:  0.0246
test result:  0.0267
test result:  0.0248
test result:  0.0268
test result:  0.0262
test result:  0.0260
test result:  0.0269
test result:  0.0250
test result:  0.0273
test result:  0.0276
test result:  0.0245
test result:  0.0256
test result:  0.0258
test result:  0.0376
test result:  0.0513
test result:  0.0539
test result:  0.0512
test result:  0.0477
test result:  0.0494
test result:  0.0505
test result:  0.0460
test result:  0.0459
test result:  0.0579
test result:  0.0511
test result:  0.0489
test result:  0.0647
test result:  0.0609
test result:  0.0542
test result:  0.0536
test result:  0.0497
test result:  0.0473
test result:  0.0504
test result:  0.0546
test result:  0.0523
test result:  0.0478
test result:  0.0458
test result:  0.0456
test result:  0.0470
test result:  0.0461
test result:  0.0530
test result:  0.0509
test result:  0.0511
test result:  0.0454
test result:  0.0485
test result:  0.0488
test result:  0.0467
test result:  0.0495
test result:  0.0469
test result:  0.0487
test result:  0.0464
test result:  0.0464
test result:  0.0524
test result:  0.0477
test result:  0.0464
test result:  0.0467
test result:  0.0469
test result:  0.0490
test result:  0.0460
test result:  0.0489
test result:  0.0485
test result:  0.0455
test result:  0.0482
test result:  0.0473
test result:  0.0478
test result:  0.0485
test result:  0.0503
test result:  0.0466
test result:  0.0455
test result:  0.0472
test result:  0.0466
test result:  0.0472
test result:  0.0484
test result:  0.0470
test result:  0.0446
test result:  0.0473
test result:  0.0461
test result:  0.0502
test result:  0.0507
test result:  0.0474
test result:  0.0550mean CD loss pred->GT|GT->pred: 0.00363, 0.00466best so far (pg): 0.00320, 0.00355best so far (gp): 0.00320, 0.00355
test result:  0.0231
test result:  0.0236
test result:  0.0234
test result:  0.0241
test result:  0.0239
test result:  0.0238
test result:  0.0230
test result:  0.0248
test result:  0.0230
test result:  0.0239
test result:  0.0233
test result:  0.0229
test result:  0.0232
test result:  0.0228
test result:  0.0231
test result:  0.0234
test result:  0.0252
test result:  0.0222
test result:  0.0243
test result:  0.0239
test result:  0.0235
test result:  0.0242
test result:  0.0229
test result:  0.0235
test result:  0.0236
test result:  0.0225
test result:  0.0252
test result:  0.0238
test result:  0.0234
test result:  0.0241
test result:  0.0234
test result:  0.0237
test result:  0.0239
test result:  0.0332
test result:  0.0417
test result:  0.0445
test result:  0.0403
test result:  0.0380
test result:  0.0423
test result:  0.0407
test result:  0.0399
test result:  0.0391
test result:  0.0418
test result:  0.0392
test result:  0.0397
test result:  0.0461
test result:  0.0473
test result:  0.0417
test result:  0.0411
test result:  0.0407
test result:  0.0404
test result:  0.0418
test result:  0.0402
test result:  0.0485
test result:  0.0399
test result:  0.0403
test result:  0.0387
test result:  0.0392
test result:  0.0398
test result:  0.0407
test result:  0.0423
test result:  0.0437
test result:  0.0394
test result:  0.0413
test result:  0.0381
test result:  0.0388
test result:  0.0390
test result:  0.0380
test result:  0.0377
test result:  0.0363
test result:  0.0373
test result:  0.0408
test result:  0.0408
test result:  0.0378
test result:  0.0369
test result:  0.0382
test result:  0.0388
test result:  0.0383
test result:  0.0377
test result:  0.0369
test result:  0.0380
test result:  0.0382
test result:  0.0377
test result:  0.0371
test result:  0.0376
test result:  0.0399
test result:  0.0384
test result:  0.0371
test result:  0.0397
test result:  0.0355
test result:  0.0374
test result:  0.0364
test result:  0.0374
test result:  0.0367
test result:  0.0372
test result:  0.0366
test result:  0.0372
test result:  0.0383
test result:  0.0379
test result:  0.0436mean CD loss pred->GT|GT->pred: 0.00323, 0.00362best so far (pg): 0.00320, 0.00355best so far (gp): 0.00320, 0.00355
test result:  0.0243
test result:  0.0257
test result:  0.0266
test result:  0.0259
test result:  0.0263
test result:  0.0259
test result:  0.0252
test result:  0.0270
test result:  0.0252
test result:  0.0256
test result:  0.0252
test result:  0.0252
test result:  0.0266
test result:  0.0257
test result:  0.0277
test result:  0.0249
test result:  0.0278
test result:  0.0254
test result:  0.0260
test result:  0.0270
test result:  0.0252
test result:  0.0268
test result:  0.0242
test result:  0.0252
test result:  0.0259
test result:  0.0254
test result:  0.0266
test result:  0.0257
test result:  0.0262
test result:  0.0260
test result:  0.0265
test result:  0.0269
test result:  0.0282
test result:  0.0390
test result:  0.0480
test result:  0.0514
test result:  0.0474
test result:  0.0475
test result:  0.0467
test result:  0.0460
test result:  0.0443
test result:  0.0450
test result:  0.0479
test result:  0.0468
test result:  0.0474
test result:  0.0576
test result:  0.0481
test result:  0.0498
test result:  0.0456
test result:  0.0476
test result:  0.0459
test result:  0.0473
test result:  0.0481
test result:  0.0534
test result:  0.0462
test result:  0.0441
test result:  0.0450
test result:  0.0446
test result:  0.0456
test result:  0.0449
test result:  0.0501
test result:  0.0461
test result:  0.0464
test result:  0.0518
test result:  0.0459
test result:  0.0453
test result:  0.0474
test result:  0.0495
test result:  0.0486
test result:  0.0462
test result:  0.0469
test result:  0.0515
test result:  0.0467
test result:  0.0459
test result:  0.0468
test result:  0.0480
test result:  0.0481
test result:  0.0462
test result:  0.0501
test result:  0.0475
test result:  0.0481
test result:  0.0472
test result:  0.0486
test result:  0.0472
test result:  0.0474
test result:  0.0502
test result:  0.0472
test result:  0.0471
test result:  0.0471
test result:  0.0454
test result:  0.0483
test result:  0.0481
test result:  0.0468
test result:  0.0455
test result:  0.0476
test result:  0.0453
test result:  0.0501
test result:  0.0488
test result:  0.0491
test result:  0.0509mean CD loss pred->GT|GT->pred: 0.00356, 0.00452best so far (pg): 0.00320, 0.00355best so far (gp): 0.00320, 0.00355
test result:  0.0199
test result:  0.0215
test result:  0.0215
test result:  0.0213
test result:  0.0216
test result:  0.0215
test result:  0.0200
test result:  0.0226
test result:  0.0211
test result:  0.0212
test result:  0.0206
test result:  0.0204
test result:  0.0209
test result:  0.0215
test result:  0.0206
test result:  0.0210
test result:  0.0222
test result:  0.0203
test result:  0.0212
test result:  0.0219
test result:  0.0210
test result:  0.0211
test result:  0.0200
test result:  0.0210
test result:  0.0212
test result:  0.0205
test result:  0.0224
test result:  0.0206
test result:  0.0216
test result:  0.0218
test result:  0.0201
test result:  0.0214
test result:  0.0216
test result:  0.0333
test result:  0.0411
test result:  0.0441
test result:  0.0396
test result:  0.0394
test result:  0.0386
test result:  0.0381
test result:  0.0385
test result:  0.0392
test result:  0.0392
test result:  0.0400
test result:  0.0402
test result:  0.0500
test result:  0.0415
test result:  0.0419
test result:  0.0393
test result:  0.0400
test result:  0.0383
test result:  0.0404
test result:  0.0437
test result:  0.0463
test result:  0.0402
test result:  0.0392
test result:  0.0388
test result:  0.0398
test result:  0.0398
test result:  0.0394
test result:  0.0442
test result:  0.0411
test result:  0.0380
test result:  0.0432
test result:  0.0397
test result:  0.0387
test result:  0.0383
test result:  0.0368
test result:  0.0374
test result:  0.0351
test result:  0.0364
test result:  0.0402
test result:  0.0368
test result:  0.0361
test result:  0.0368
test result:  0.0371
test result:  0.0390
test result:  0.0374
test result:  0.0388
test result:  0.0363
test result:  0.0365
test result:  0.0376
test result:  0.0363
test result:  0.0367
test result:  0.0369
test result:  0.0388
test result:  0.0371
test result:  0.0371
test result:  0.0359
test result:  0.0359
test result:  0.0363
test result:  0.0360
test result:  0.0359
test result:  0.0369
test result:  0.0368
test result:  0.0358
test result:  0.0377
test result:  0.0382
test result:  0.0371
test result:  0.0437mean CD loss pred->GT|GT->pred: 0.00316, 0.00343best so far (pg): 0.00316, 0.00343best so far (gp): 0.00316, 0.00343
test result:  0.0231
test result:  0.0233
test result:  0.0226
test result:  0.0234
test result:  0.0231
test result:  0.0232
test result:  0.0223
test result:  0.0241
test result:  0.0217
test result:  0.0236
test result:  0.0228
test result:  0.0227
test result:  0.0233
test result:  0.0227
test result:  0.0228
test result:  0.0229
test result:  0.0240
test result:  0.0232
test result:  0.0237
test result:  0.0238
test result:  0.0233
test result:  0.0234
test result:  0.0220
test result:  0.0231
test result:  0.0230
test result:  0.0220
test result:  0.0235
test result:  0.0228
test result:  0.0224
test result:  0.0233
test result:  0.0227
test result:  0.0233
test result:  0.0237
test result:  0.0335
test result:  0.0411
test result:  0.0437
test result:  0.0393
test result:  0.0380
test result:  0.0407
test result:  0.0404
test result:  0.0381
test result:  0.0403
test result:  0.0436
test result:  0.0387
test result:  0.0402
test result:  0.0468
test result:  0.0450
test result:  0.0416
test result:  0.0401
test result:  0.0410
test result:  0.0389
test result:  0.0422
test result:  0.0403
test result:  0.0462
test result:  0.0395
test result:  0.0384
test result:  0.0385
test result:  0.0383
test result:  0.0383
test result:  0.0400
test result:  0.0425
test result:  0.0408
test result:  0.0389
test result:  0.0427
test result:  0.0400
test result:  0.0382
test result:  0.0397
test result:  0.0392
test result:  0.0390
test result:  0.0372
test result:  0.0390
test result:  0.0399
test result:  0.0406
test result:  0.0394
test result:  0.0392
test result:  0.0385
test result:  0.0399
test result:  0.0389
test result:  0.0383
test result:  0.0394
test result:  0.0382
test result:  0.0406
test result:  0.0381
test result:  0.0395
test result:  0.0384
test result:  0.0401
test result:  0.0390
test result:  0.0396
test result:  0.0392
test result:  0.0374
test result:  0.0380
test result:  0.0380
test result:  0.0381
test result:  0.0374
test result:  0.0397
test result:  0.0391
test result:  0.0407
test result:  0.0394
test result:  0.0397
test result:  0.0447mean CD loss pred->GT|GT->pred: 0.00324, 0.00362best so far (pg): 0.00316, 0.00343best so far (gp): 0.00316, 0.00343
test result:  0.0194
test result:  0.0205
test result:  0.0204
test result:  0.0208
test result:  0.0202
test result:  0.0207
test result:  0.0196
test result:  0.0208
test result:  0.0196
test result:  0.0205
test result:  0.0196
test result:  0.0201
test result:  0.0205
test result:  0.0199
test result:  0.0203
test result:  0.0201
test result:  0.0217
test result:  0.0194
test result:  0.0209
test result:  0.0207
test result:  0.0200
test result:  0.0209
test result:  0.0198
test result:  0.0196
test result:  0.0201
test result:  0.0198
test result:  0.0212
test result:  0.0213
test result:  0.0207
test result:  0.0204
test result:  0.0203
test result:  0.0196
test result:  0.0202
test result:  0.0304
test result:  0.0377
test result:  0.0391
test result:  0.0364
test result:  0.0364
test result:  0.0372
test result:  0.0377
test result:  0.0354
test result:  0.0366
test result:  0.0389
test result:  0.0361
test result:  0.0370
test result:  0.0409
test result:  0.0411
test result:  0.0378
test result:  0.0389
test result:  0.0374
test result:  0.0361
test result:  0.0374
test result:  0.0374
test result:  0.0384
test result:  0.0365
test result:  0.0357
test result:  0.0368
test result:  0.0356
test result:  0.0360
test result:  0.0376
test result:  0.0389
test result:  0.0380
test result:  0.0361
test result:  0.0386
test result:  0.0379
test result:  0.0360
test result:  0.0365
test result:  0.0341
test result:  0.0340
test result:  0.0339
test result:  0.0344
test result:  0.0353
test result:  0.0352
test result:  0.0349
test result:  0.0345
test result:  0.0338
test result:  0.0350
test result:  0.0340
test result:  0.0341
test result:  0.0343
test result:  0.0346
test result:  0.0341
test result:  0.0337
test result:  0.0346
test result:  0.0337
test result:  0.0342
test result:  0.0339
test result:  0.0345
test result:  0.0348
test result:  0.0340
test result:  0.0339
test result:  0.0334
test result:  0.0347
test result:  0.0336
test result:  0.0347
test result:  0.0344
test result:  0.0356
test result:  0.0352
test result:  0.0356
test result:  0.0383mean CD loss pred->GT|GT->pred: 0.00309, 0.00306best so far (pg): 0.00309, 0.00306best so far (gp): 0.00309, 0.00306
test result:  0.0202
test result:  0.0210
test result:  0.0214
test result:  0.0208
test result:  0.0213
test result:  0.0217
test result:  0.0201
test result:  0.0220
test result:  0.0209
test result:  0.0206
test result:  0.0205
test result:  0.0205
test result:  0.0209
test result:  0.0205
test result:  0.0217
test result:  0.0207
test result:  0.0219
test result:  0.0211
test result:  0.0212
test result:  0.0217
test result:  0.0210
test result:  0.0215
test result:  0.0205
test result:  0.0213
test result:  0.0214
test result:  0.0202
test result:  0.0218
test result:  0.0210
test result:  0.0217
test result:  0.0213
test result:  0.0206
test result:  0.0203
test result:  0.0207
test result:  0.0326
test result:  0.0417
test result:  0.0436
test result:  0.0407
test result:  0.0403
test result:  0.0407
test result:  0.0415
test result:  0.0395
test result:  0.0400
test result:  0.0438
test result:  0.0390
test result:  0.0414
test result:  0.0450
test result:  0.0449
test result:  0.0416
test result:  0.0425
test result:  0.0424
test result:  0.0396
test result:  0.0424
test result:  0.0440
test result:  0.0464
test result:  0.0404
test result:  0.0388
test result:  0.0391
test result:  0.0392
test result:  0.0406
test result:  0.0429
test result:  0.0421
test result:  0.0412
test result:  0.0404
test result:  0.0435
test result:  0.0401
test result:  0.0395
test result:  0.0394
test result:  0.0358
test result:  0.0354
test result:  0.0353
test result:  0.0357
test result:  0.0367
test result:  0.0364
test result:  0.0360
test result:  0.0363
test result:  0.0356
test result:  0.0371
test result:  0.0360
test result:  0.0355
test result:  0.0358
test result:  0.0358
test result:  0.0372
test result:  0.0365
test result:  0.0363
test result:  0.0356
test result:  0.0360
test result:  0.0358
test result:  0.0361
test result:  0.0365
test result:  0.0348
test result:  0.0351
test result:  0.0359
test result:  0.0360
test result:  0.0351
test result:  0.0361
test result:  0.0345
test result:  0.0365
test result:  0.0370
test result:  0.0364
test result:  0.0396mean CD loss pred->GT|GT->pred: 0.00318, 0.00339best so far (pg): 0.00309, 0.00306best so far (gp): 0.00309, 0.00306
test result:  0.0198
test result:  0.0201
test result:  0.0196
test result:  0.0206
test result:  0.0198
test result:  0.0206
test result:  0.0192
test result:  0.0206
test result:  0.0193
test result:  0.0194
test result:  0.0193
test result:  0.0188
test result:  0.0200
test result:  0.0188
test result:  0.0196
test result:  0.0193
test result:  0.0203
test result:  0.0186
test result:  0.0202
test result:  0.0212
test result:  0.0195
test result:  0.0203
test result:  0.0196
test result:  0.0198
test result:  0.0197
test result:  0.0188
test result:  0.0213
test result:  0.0202
test result:  0.0201
test result:  0.0197
test result:  0.0194
test result:  0.0186
test result:  0.0198
test result:  0.0321
test result:  0.0436
test result:  0.0434
test result:  0.0397
test result:  0.0393
test result:  0.0399
test result:  0.0394
test result:  0.0386
test result:  0.0394
test result:  0.0399
test result:  0.0386
test result:  0.0388
test result:  0.0469
test result:  0.0449
test result:  0.0410
test result:  0.0387
test result:  0.0405
test result:  0.0394
test result:  0.0435
test result:  0.0431
test result:  0.0475
test result:  0.0389
test result:  0.0384
test result:  0.0378
test result:  0.0389
test result:  0.0397
test result:  0.0389
test result:  0.0438
test result:  0.0429
test result:  0.0384
test result:  0.0443
test result:  0.0387
test result:  0.0380
test result:  0.0377
test result:  0.0334
test result:  0.0335
test result:  0.0335
test result:  0.0334
test result:  0.0358
test result:  0.0331
test result:  0.0333
test result:  0.0337
test result:  0.0339
test result:  0.0342
test result:  0.0330
test result:  0.0334
test result:  0.0334
test result:  0.0333
test result:  0.0339
test result:  0.0330
test result:  0.0338
test result:  0.0332
test result:  0.0336
test result:  0.0331
test result:  0.0337
test result:  0.0339
test result:  0.0330
test result:  0.0336
test result:  0.0333
test result:  0.0332
test result:  0.0326
test result:  0.0340
test result:  0.0336
test result:  0.0341
test result:  0.0348
test result:  0.0335
test result:  0.0366mean CD loss pred->GT|GT->pred: 0.00309, 0.00319best so far (pg): 0.00309, 0.00319best so far (gp): 0.00309, 0.00306
test result:  0.0208
test result:  0.0214
test result:  0.0212
test result:  0.0206
test result:  0.0205
test result:  0.0209
test result:  0.0202
test result:  0.0218
test result:  0.0206
test result:  0.0215
test result:  0.0210
test result:  0.0207
test result:  0.0211
test result:  0.0215
test result:  0.0210
test result:  0.0209
test result:  0.0221
test result:  0.0215
test result:  0.0219
test result:  0.0220
test result:  0.0212
test result:  0.0213
test result:  0.0208
test result:  0.0213
test result:  0.0212
test result:  0.0211
test result:  0.0209
test result:  0.0219
test result:  0.0213
test result:  0.0206
test result:  0.0205
test result:  0.0209
test result:  0.0218
test result:  0.0315
test result:  0.0394
test result:  0.0415
test result:  0.0389
test result:  0.0381
test result:  0.0376
test result:  0.0391
test result:  0.0371
test result:  0.0375
test result:  0.0389
test result:  0.0384
test result:  0.0376
test result:  0.0450
test result:  0.0396
test result:  0.0406
test result:  0.0388
test result:  0.0390
test result:  0.0366
test result:  0.0377
test result:  0.0401
test result:  0.0431
test result:  0.0383
test result:  0.0369
test result:  0.0364
test result:  0.0375
test result:  0.0365
test result:  0.0382
test result:  0.0426
test result:  0.0381
test result:  0.0370
test result:  0.0427
test result:  0.0395
test result:  0.0371
test result:  0.0378
test result:  0.0354
test result:  0.0362
test result:  0.0357
test result:  0.0351
test result:  0.0375
test result:  0.0367
test result:  0.0360
test result:  0.0371
test result:  0.0358
test result:  0.0367
test result:  0.0350
test result:  0.0371
test result:  0.0362
test result:  0.0369
test result:  0.0370
test result:  0.0363
test result:  0.0359
test result:  0.0354
test result:  0.0359
test result:  0.0355
test result:  0.0361
test result:  0.0366
test result:  0.0353
test result:  0.0370
test result:  0.0351
test result:  0.0360
test result:  0.0363
test result:  0.0360
test result:  0.0360
test result:  0.0383
test result:  0.0377
test result:  0.0372
test result:  0.0387mean CD loss pred->GT|GT->pred: 0.00313, 0.00329best so far (pg): 0.00309, 0.00319best so far (gp): 0.00309, 0.00306
test result:  0.0187
test result:  0.0197
test result:  0.0196
test result:  0.0194
test result:  0.0197
test result:  0.0195
test result:  0.0193
test result:  0.0198
test result:  0.0191
test result:  0.0194
test result:  0.0192
test result:  0.0192
test result:  0.0194
test result:  0.0192
test result:  0.0193
test result:  0.0188
test result:  0.0202
test result:  0.0189
test result:  0.0197
test result:  0.0192
test result:  0.0194
test result:  0.0194
test result:  0.0191
test result:  0.0194
test result:  0.0199
test result:  0.0194
test result:  0.0199
test result:  0.0194
test result:  0.0194
test result:  0.0196
test result:  0.0195
test result:  0.0191
test result:  0.0193
test result:  0.0299
test result:  0.0390
test result:  0.0392
test result:  0.0373
test result:  0.0367
test result:  0.0383
test result:  0.0376
test result:  0.0369
test result:  0.0362
test result:  0.0406
test result:  0.0365
test result:  0.0370
test result:  0.0405
test result:  0.0412
test result:  0.0371
test result:  0.0390
test result:  0.0384
test result:  0.0369
test result:  0.0383
test result:  0.0378
test result:  0.0441
test result:  0.0367
test result:  0.0366
test result:  0.0362
test result:  0.0367
test result:  0.0370
test result:  0.0389
test result:  0.0402
test result:  0.0394
test result:  0.0365
test result:  0.0410
test result:  0.0364
test result:  0.0361
test result:  0.0359
test result:  0.0342
test result:  0.0341
test result:  0.0333
test result:  0.0344
test result:  0.0352
test result:  0.0343
test result:  0.0341
test result:  0.0345
test result:  0.0339
test result:  0.0355
test result:  0.0334
test result:  0.0341
test result:  0.0342
test result:  0.0333
test result:  0.0344
test result:  0.0339
test result:  0.0340
test result:  0.0347
test result:  0.0344
test result:  0.0340
test result:  0.0340
test result:  0.0355
test result:  0.0336
test result:  0.0336
test result:  0.0339
test result:  0.0343
test result:  0.0340
test result:  0.0340
test result:  0.0340
test result:  0.0342
test result:  0.0351
test result:  0.0355
test result:  0.0371mean CD loss pred->GT|GT->pred: 0.00308, 0.00304best so far (pg): 0.00308, 0.00304best so far (gp): 0.00308, 0.00304
test result:  0.0209
test result:  0.0215
test result:  0.0219
test result:  0.0206
test result:  0.0215
test result:  0.0213
test result:  0.0206
test result:  0.0217
test result:  0.0207
test result:  0.0208
test result:  0.0209
test result:  0.0208
test result:  0.0212
test result:  0.0210
test result:  0.0208
test result:  0.0209
test result:  0.0215
test result:  0.0213
test result:  0.0218
test result:  0.0224
test result:  0.0210
test result:  0.0216
test result:  0.0210
test result:  0.0214
test result:  0.0214
test result:  0.0200
test result:  0.0215
test result:  0.0215
test result:  0.0218
test result:  0.0215
test result:  0.0213
test result:  0.0207
test result:  0.0208
test result:  0.0323
test result:  0.0379
test result:  0.0423
test result:  0.0386
test result:  0.0380
test result:  0.0375
test result:  0.0382
test result:  0.0369
test result:  0.0373
test result:  0.0411
test result:  0.0362
test result:  0.0383
test result:  0.0435
test result:  0.0404
test result:  0.0388
test result:  0.0391
test result:  0.0378
test result:  0.0381
test result:  0.0386
test result:  0.0385
test result:  0.0437
test result:  0.0377
test result:  0.0377
test result:  0.0380
test result:  0.0373
test result:  0.0376
test result:  0.0393
test result:  0.0397
test result:  0.0388
test result:  0.0371
test result:  0.0417
test result:  0.0408
test result:  0.0375
test result:  0.0366
test result:  0.0346
test result:  0.0338
test result:  0.0342
test result:  0.0338
test result:  0.0354
test result:  0.0354
test result:  0.0338
test result:  0.0344
test result:  0.0343
test result:  0.0347
test result:  0.0345
test result:  0.0340
test result:  0.0340
test result:  0.0343
test result:  0.0351
test result:  0.0346
test result:  0.0342
test result:  0.0343
test result:  0.0354
test result:  0.0345
test result:  0.0343
test result:  0.0347
test result:  0.0339
test result:  0.0348
test result:  0.0336
test result:  0.0343
test result:  0.0346
test result:  0.0351
test result:  0.0343
test result:  0.0340
test result:  0.0343
test result:  0.0349
test result:  0.0360mean CD loss pred->GT|GT->pred: 0.00310, 0.00320best so far (pg): 0.00308, 0.00304best so far (gp): 0.00308, 0.00304
test result:  0.0174
test result:  0.0172
test result:  0.0172
test result:  0.0173
test result:  0.0169
test result:  0.0174
test result:  0.0170
test result:  0.0175
test result:  0.0170
test result:  0.0171
test result:  0.0171
test result:  0.0170
test result:  0.0175
test result:  0.0173
test result:  0.0168
test result:  0.0172
test result:  0.0172
test result:  0.0172
test result:  0.0174
test result:  0.0170
test result:  0.0171
test result:  0.0171
test result:  0.0175
test result:  0.0172
test result:  0.0168
test result:  0.0172
test result:  0.0173
test result:  0.0171
test result:  0.0173
test result:  0.0171
test result:  0.0170
test result:  0.0171
test result:  0.0174
test result:  0.0294
test result:  0.0389
test result:  0.0391
test result:  0.0357
test result:  0.0356
test result:  0.0374
test result:  0.0360
test result:  0.0348
test result:  0.0365
test result:  0.0396
test result:  0.0353
test result:  0.0363
test result:  0.0410
test result:  0.0449
test result:  0.0354
test result:  0.0388
test result:  0.0361
test result:  0.0380
test result:  0.0390
test result:  0.0404
test result:  0.0442
test result:  0.0359
test result:  0.0356
test result:  0.0363
test result:  0.0359
test result:  0.0361
test result:  0.0365
test result:  0.0392
test result:  0.0397
test result:  0.0356
test result:  0.0515
test result:  0.0354
test result:  0.0355
test result:  0.0356
test result:  0.0336
test result:  0.0333
test result:  0.0334
test result:  0.0334
test result:  0.0346
test result:  0.0328
test result:  0.0337
test result:  0.0334
test result:  0.0334
test result:  0.0337
test result:  0.0334
test result:  0.0334
test result:  0.0335
test result:  0.0340
test result:  0.0332
test result:  0.0331
test result:  0.0342
test result:  0.0337
test result:  0.0336
test result:  0.0337
test result:  0.0339
test result:  0.0364
test result:  0.0329
test result:  0.0332
test result:  0.0329
test result:  0.0326
test result:  0.0334
test result:  0.0332
test result:  0.0337
test result:  0.0338
test result:  0.0346
test result:  0.0337
test result:  0.0345mean CD loss pred->GT|GT->pred: 0.00301, 0.00290best so far (pg): 0.00301, 0.00290best so far (gp): 0.00301, 0.00290
test result:  0.0193
test result:  0.0196
test result:  0.0193
test result:  0.0201
test result:  0.0193
test result:  0.0196
test result:  0.0191
test result:  0.0201
test result:  0.0197
test result:  0.0207
test result:  0.0197
test result:  0.0189
test result:  0.0194
test result:  0.0199
test result:  0.0193
test result:  0.0195
test result:  0.0202
test result:  0.0195
test result:  0.0202
test result:  0.0195
test result:  0.0197
test result:  0.0201
test result:  0.0186
test result:  0.0197
test result:  0.0193
test result:  0.0190
test result:  0.0204
test result:  0.0197
test result:  0.0190
test result:  0.0196
test result:  0.0190
test result:  0.0191
test result:  0.0201
test result:  0.0325
test result:  0.0400
test result:  0.0429
test result:  0.0393
test result:  0.0393
test result:  0.0396
test result:  0.0390
test result:  0.0376
test result:  0.0387
test result:  0.0397
test result:  0.0396
test result:  0.0387
test result:  0.0441
test result:  0.0408
test result:  0.0406
test result:  0.0398
test result:  0.0395
test result:  0.0392
test result:  0.0402
test result:  0.0397
test result:  0.0437
test result:  0.0390
test result:  0.0391
test result:  0.0380
test result:  0.0385
test result:  0.0380
test result:  0.0391
test result:  0.0426
test result:  0.0408
test result:  0.0385
test result:  0.0446
test result:  0.0386
test result:  0.0388
test result:  0.0391
test result:  0.0373
test result:  0.0372
test result:  0.0372
test result:  0.0375
test result:  0.0394
test result:  0.0377
test result:  0.0368
test result:  0.0364
test result:  0.0377
test result:  0.0369
test result:  0.0364
test result:  0.0373
test result:  0.0372
test result:  0.0370
test result:  0.0371
test result:  0.0369
test result:  0.0379
test result:  0.0369
test result:  0.0373
test result:  0.0364
test result:  0.0382
test result:  0.0384
test result:  0.0369
test result:  0.0369
test result:  0.0364
test result:  0.0378
test result:  0.0369
test result:  0.0387
test result:  0.0359
test result:  0.0387
test result:  0.0377
test result:  0.0378
test result:  0.0390mean CD loss pred->GT|GT->pred: 0.00317, 0.00329best so far (pg): 0.00301, 0.00290best so far (gp): 0.00301, 0.00290
test result:  0.0207
test result:  0.0218
test result:  0.0205
test result:  0.0214
test result:  0.0216
test result:  0.0217
test result:  0.0205
test result:  0.0212
test result:  0.0221
test result:  0.0211
test result:  0.0210
test result:  0.0207
test result:  0.0206
test result:  0.0207
test result:  0.0212
test result:  0.0208
test result:  0.0220
test result:  0.0206
test result:  0.0230
test result:  0.0223
test result:  0.0212
test result:  0.0215
test result:  0.0199
test result:  0.0212
test result:  0.0214
test result:  0.0210
test result:  0.0220
test result:  0.0213
test result:  0.0212
test result:  0.0215
test result:  0.0204
test result:  0.0214
test result:  0.0208
test result:  0.0312
test result:  0.0385
test result:  0.0438
test result:  0.0369
test result:  0.0374
test result:  0.0386
test result:  0.0382
test result:  0.0369
test result:  0.0381
test result:  0.0416
test result:  0.0377
test result:  0.0379
test result:  0.0487
test result:  0.0436
test result:  0.0399
test result:  0.0410
test result:  0.0383
test result:  0.0369
test result:  0.0392
test result:  0.0397
test result:  0.0462
test result:  0.0370
test result:  0.0366
test result:  0.0365
test result:  0.0367
test result:  0.0370
test result:  0.0405
test result:  0.0428
test result:  0.0381
test result:  0.0368
test result:  0.0420
test result:  0.0371
test result:  0.0372
test result:  0.0367
test result:  0.0346
test result:  0.0366
test result:  0.0352
test result:  0.0351
test result:  0.0404
test result:  0.0358
test result:  0.0353
test result:  0.0362
test result:  0.0360
test result:  0.0359
test result:  0.0347
test result:  0.0368
test result:  0.0352
test result:  0.0357
test result:  0.0373
test result:  0.0345
test result:  0.0362
test result:  0.0348
test result:  0.0398
test result:  0.0360
test result:  0.0363
test result:  0.0363
test result:  0.0352
test result:  0.0351
test result:  0.0344
test result:  0.0357
test result:  0.0351
test result:  0.0349
test result:  0.0352
test result:  0.0362
test result:  0.0364
test result:  0.0354
test result:  0.0396mean CD loss pred->GT|GT->pred: 0.00313, 0.00330best so far (pg): 0.00301, 0.00290best so far (gp): 0.00301, 0.00290
test result:  0.0184
test result:  0.0183
test result:  0.0192
test result:  0.0186
test result:  0.0183
test result:  0.0181
test result:  0.0182
test result:  0.0198
test result:  0.0180
test result:  0.0186
test result:  0.0183
test result:  0.0178
test result:  0.0184
test result:  0.0186
test result:  0.0187
test result:  0.0182
test result:  0.0196
test result:  0.0184
test result:  0.0190
test result:  0.0190
test result:  0.0191
test result:  0.0185
test result:  0.0178
test result:  0.0188
test result:  0.0190
test result:  0.0182
test result:  0.0198
test result:  0.0181
test result:  0.0191
test result:  0.0187
test result:  0.0182
test result:  0.0183
test result:  0.0183
test result:  0.0304
test result:  0.0381
test result:  0.0406
test result:  0.0359
test result:  0.0359
test result:  0.0386
test result:  0.0372
test result:  0.0359
test result:  0.0359
test result:  0.0406
test result:  0.0355
test result:  0.0361
test result:  0.0401
test result:  0.0422
test result:  0.0377
test result:  0.0396
test result:  0.0366
test result:  0.0380
test result:  0.0375
test result:  0.0381
test result:  0.0436
test result:  0.0354
test result:  0.0364
test result:  0.0358
test result:  0.0357
test result:  0.0362
test result:  0.0392
test result:  0.0386
test result:  0.0398
test result:  0.0364
test result:  0.0432
test result:  0.0362
test result:  0.0351
test result:  0.0353
test result:  0.0339
test result:  0.0338
test result:  0.0335
test result:  0.0344
test result:  0.0350
test result:  0.0356
test result:  0.0342
test result:  0.0340
test result:  0.0344
test result:  0.0344
test result:  0.0338
test result:  0.0331
test result:  0.0331
test result:  0.0343
test result:  0.0336
test result:  0.0343
test result:  0.0340
test result:  0.0338
test result:  0.0335
test result:  0.0337
test result:  0.0353
test result:  0.0363
test result:  0.0332
test result:  0.0336
test result:  0.0335
test result:  0.0339
test result:  0.0338
test result:  0.0341
test result:  0.0340
test result:  0.0342
test result:  0.0347
test result:  0.0343
test result:  0.0362mean CD loss pred->GT|GT->pred: 0.00305, 0.00298best so far (pg): 0.00301, 0.00290best so far (gp): 0.00301, 0.00290
test result:  0.0175
test result:  0.0181
test result:  0.0180
test result:  0.0181
test result:  0.0184
test result:  0.0179
test result:  0.0178
test result:  0.0193
test result:  0.0176
test result:  0.0181
test result:  0.0181
test result:  0.0175
test result:  0.0184
test result:  0.0176
test result:  0.0178
test result:  0.0174
test result:  0.0183
test result:  0.0180
test result:  0.0185
test result:  0.0186
test result:  0.0179
test result:  0.0181
test result:  0.0179
test result:  0.0179
test result:  0.0179
test result:  0.0171
test result:  0.0184
test result:  0.0180
test result:  0.0181
test result:  0.0180
test result:  0.0181
test result:  0.0177
test result:  0.0181
test result:  0.0287
test result:  0.0352
test result:  0.0395
test result:  0.0353
test result:  0.0345
test result:  0.0348
test result:  0.0349
test result:  0.0348
test result:  0.0348
test result:  0.0383
test result:  0.0343
test result:  0.0344
test result:  0.0392
test result:  0.0397
test result:  0.0352
test result:  0.0378
test result:  0.0353
test result:  0.0348
test result:  0.0349
test result:  0.0381
test result:  0.0404
test result:  0.0345
test result:  0.0348
test result:  0.0347
test result:  0.0350
test result:  0.0340
test result:  0.0384
test result:  0.0394
test result:  0.0358
test result:  0.0345
test result:  0.0395
test result:  0.0348
test result:  0.0348
test result:  0.0347
test result:  0.0327
test result:  0.0324
test result:  0.0329
test result:  0.0323
test result:  0.0330
test result:  0.0324
test result:  0.0329
test result:  0.0331
test result:  0.0330
test result:  0.0326
test result:  0.0324
test result:  0.0326
test result:  0.0326
test result:  0.0326
test result:  0.0327
test result:  0.0319
test result:  0.0329
test result:  0.0325
test result:  0.0326
test result:  0.0320
test result:  0.0325
test result:  0.0333
test result:  0.0323
test result:  0.0319
test result:  0.0325
test result:  0.0324
test result:  0.0324
test result:  0.0330
test result:  0.0326
test result:  0.0335
test result:  0.0335
test result:  0.0340
test result:  0.0336mean CD loss pred->GT|GT->pred: 0.00298, 0.00281best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0182
test result:  0.0183
test result:  0.0188
test result:  0.0185
test result:  0.0186
test result:  0.0185
test result:  0.0185
test result:  0.0189
test result:  0.0185
test result:  0.0187
test result:  0.0182
test result:  0.0183
test result:  0.0185
test result:  0.0185
test result:  0.0192
test result:  0.0184
test result:  0.0189
test result:  0.0203
test result:  0.0207
test result:  0.0187
test result:  0.0189
test result:  0.0189
test result:  0.0179
test result:  0.0188
test result:  0.0189
test result:  0.0185
test result:  0.0188
test result:  0.0190
test result:  0.0181
test result:  0.0186
test result:  0.0181
test result:  0.0188
test result:  0.0188
test result:  0.0298
test result:  0.0398
test result:  0.0410
test result:  0.0367
test result:  0.0356
test result:  0.0366
test result:  0.0358
test result:  0.0359
test result:  0.0353
test result:  0.0378
test result:  0.0353
test result:  0.0358
test result:  0.0422
test result:  0.0421
test result:  0.0357
test result:  0.0367
test result:  0.0363
test result:  0.0360
test result:  0.0393
test result:  0.0357
test result:  0.0442
test result:  0.0351
test result:  0.0356
test result:  0.0357
test result:  0.0349
test result:  0.0354
test result:  0.0364
test result:  0.0402
test result:  0.0414
test result:  0.0356
test result:  0.0413
test result:  0.0359
test result:  0.0356
test result:  0.0354
test result:  0.0327
test result:  0.0328
test result:  0.0325
test result:  0.0326
test result:  0.0383
test result:  0.0331
test result:  0.0330
test result:  0.0332
test result:  0.0334
test result:  0.0329
test result:  0.0329
test result:  0.0334
test result:  0.0335
test result:  0.0325
test result:  0.0326
test result:  0.0327
test result:  0.0327
test result:  0.0330
test result:  0.0331
test result:  0.0328
test result:  0.0333
test result:  0.0342
test result:  0.0326
test result:  0.0330
test result:  0.0327
test result:  0.0328
test result:  0.0329
test result:  0.0333
test result:  0.0328
test result:  0.0336
test result:  0.0339
test result:  0.0336
test result:  0.0334mean CD loss pred->GT|GT->pred: 0.00303, 0.00292best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0188
test result:  0.0200
test result:  0.0197
test result:  0.0192
test result:  0.0193
test result:  0.0196
test result:  0.0190
test result:  0.0198
test result:  0.0192
test result:  0.0197
test result:  0.0193
test result:  0.0189
test result:  0.0191
test result:  0.0187
test result:  0.0189
test result:  0.0194
test result:  0.0201
test result:  0.0190
test result:  0.0196
test result:  0.0200
test result:  0.0191
test result:  0.0203
test result:  0.0189
test result:  0.0190
test result:  0.0195
test result:  0.0189
test result:  0.0193
test result:  0.0195
test result:  0.0193
test result:  0.0196
test result:  0.0196
test result:  0.0186
test result:  0.0195
test result:  0.0303
test result:  0.0382
test result:  0.0412
test result:  0.0373
test result:  0.0360
test result:  0.0380
test result:  0.0370
test result:  0.0361
test result:  0.0367
test result:  0.0392
test result:  0.0369
test result:  0.0353
test result:  0.0438
test result:  0.0391
test result:  0.0382
test result:  0.0376
test result:  0.0373
test result:  0.0372
test result:  0.0370
test result:  0.0377
test result:  0.0436
test result:  0.0366
test result:  0.0374
test result:  0.0354
test result:  0.0359
test result:  0.0369
test result:  0.0371
test result:  0.0395
test result:  0.0386
test result:  0.0366
test result:  0.0425
test result:  0.0363
test result:  0.0354
test result:  0.0358
test result:  0.0346
test result:  0.0344
test result:  0.0342
test result:  0.0341
test result:  0.0343
test result:  0.0350
test result:  0.0347
test result:  0.0345
test result:  0.0348
test result:  0.0351
test result:  0.0347
test result:  0.0345
test result:  0.0350
test result:  0.0350
test result:  0.0342
test result:  0.0339
test result:  0.0338
test result:  0.0344
test result:  0.0345
test result:  0.0351
test result:  0.0354
test result:  0.0347
test result:  0.0344
test result:  0.0344
test result:  0.0341
test result:  0.0338
test result:  0.0343
test result:  0.0353
test result:  0.0338
test result:  0.0359
test result:  0.0358
test result:  0.0356
test result:  0.0370mean CD loss pred->GT|GT->pred: 0.00307, 0.00305best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0186
test result:  0.0193
test result:  0.0185
test result:  0.0190
test result:  0.0194
test result:  0.0194
test result:  0.0187
test result:  0.0199
test result:  0.0184
test result:  0.0193
test result:  0.0188
test result:  0.0187
test result:  0.0187
test result:  0.0186
test result:  0.0192
test result:  0.0189
test result:  0.0195
test result:  0.0198
test result:  0.0194
test result:  0.0190
test result:  0.0189
test result:  0.0197
test result:  0.0185
test result:  0.0196
test result:  0.0184
test result:  0.0187
test result:  0.0194
test result:  0.0191
test result:  0.0191
test result:  0.0188
test result:  0.0192
test result:  0.0187
test result:  0.0195
test result:  0.0301
test result:  0.0365
test result:  0.0418
test result:  0.0353
test result:  0.0348
test result:  0.0381
test result:  0.0361
test result:  0.0359
test result:  0.0354
test result:  0.0379
test result:  0.0363
test result:  0.0362
test result:  0.0412
test result:  0.0380
test result:  0.0359
test result:  0.0365
test result:  0.0352
test result:  0.0362
test result:  0.0367
test result:  0.0385
test result:  0.0394
test result:  0.0356
test result:  0.0351
test result:  0.0357
test result:  0.0353
test result:  0.0351
test result:  0.0361
test result:  0.0407
test result:  0.0372
test result:  0.0352
test result:  0.0388
test result:  0.0352
test result:  0.0359
test result:  0.0345
test result:  0.0324
test result:  0.0331
test result:  0.0331
test result:  0.0335
test result:  0.0349
test result:  0.0332
test result:  0.0328
test result:  0.0329
test result:  0.0328
test result:  0.0327
test result:  0.0327
test result:  0.0336
test result:  0.0331
test result:  0.0332
test result:  0.0325
test result:  0.0330
test result:  0.0331
test result:  0.0327
test result:  0.0328
test result:  0.0333
test result:  0.0332
test result:  0.0334
test result:  0.0330
test result:  0.0329
test result:  0.0329
test result:  0.0330
test result:  0.0330
test result:  0.0330
test result:  0.0335
test result:  0.0333
test result:  0.0342
test result:  0.0337
test result:  0.0339mean CD loss pred->GT|GT->pred: 0.00303, 0.00290best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0203
test result:  0.0210
test result:  0.0214
test result:  0.0206
test result:  0.0209
test result:  0.0207
test result:  0.0208
test result:  0.0218
test result:  0.0209
test result:  0.0214
test result:  0.0204
test result:  0.0203
test result:  0.0200
test result:  0.0204
test result:  0.0204
test result:  0.0199
test result:  0.0218
test result:  0.0209
test result:  0.0217
test result:  0.0209
test result:  0.0206
test result:  0.0216
test result:  0.0201
test result:  0.0214
test result:  0.0222
test result:  0.0206
test result:  0.0216
test result:  0.0202
test result:  0.0199
test result:  0.0200
test result:  0.0204
test result:  0.0206
test result:  0.0215
test result:  0.0309
test result:  0.0374
test result:  0.0414
test result:  0.0363
test result:  0.0363
test result:  0.0378
test result:  0.0359
test result:  0.0350
test result:  0.0350
test result:  0.0397
test result:  0.0360
test result:  0.0360
test result:  0.0417
test result:  0.0395
test result:  0.0392
test result:  0.0387
test result:  0.0371
test result:  0.0363
test result:  0.0372
test result:  0.0385
test result:  0.0414
test result:  0.0359
test result:  0.0357
test result:  0.0355
test result:  0.0357
test result:  0.0358
test result:  0.0366
test result:  0.0415
test result:  0.0385
test result:  0.0354
test result:  0.0400
test result:  0.0376
test result:  0.0358
test result:  0.0352
test result:  0.0343
test result:  0.0338
test result:  0.0341
test result:  0.0333
test result:  0.0345
test result:  0.0345
test result:  0.0337
test result:  0.0338
test result:  0.0339
test result:  0.0338
test result:  0.0333
test result:  0.0346
test result:  0.0337
test result:  0.0340
test result:  0.0333
test result:  0.0335
test result:  0.0344
test result:  0.0342
test result:  0.0343
test result:  0.0345
test result:  0.0355
test result:  0.0336
test result:  0.0336
test result:  0.0345
test result:  0.0335
test result:  0.0336
test result:  0.0350
test result:  0.0346
test result:  0.0336
test result:  0.0350
test result:  0.0342
test result:  0.0344
test result:  0.0347mean CD loss pred->GT|GT->pred: 0.00309, 0.00307best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0212
test result:  0.0218
test result:  0.0215
test result:  0.0224
test result:  0.0213
test result:  0.0216
test result:  0.0211
test result:  0.0227
test result:  0.0213
test result:  0.0215
test result:  0.0212
test result:  0.0216
test result:  0.0220
test result:  0.0208
test result:  0.0217
test result:  0.0209
test result:  0.0220
test result:  0.0214
test result:  0.0221
test result:  0.0224
test result:  0.0210
test result:  0.0234
test result:  0.0204
test result:  0.0218
test result:  0.0215
test result:  0.0204
test result:  0.0223
test result:  0.0217
test result:  0.0211
test result:  0.0216
test result:  0.0212
test result:  0.0213
test result:  0.0212
test result:  0.0328
test result:  0.0385
test result:  0.0447
test result:  0.0380
test result:  0.0372
test result:  0.0399
test result:  0.0386
test result:  0.0381
test result:  0.0374
test result:  0.0393
test result:  0.0376
test result:  0.0367
test result:  0.0493
test result:  0.0393
test result:  0.0383
test result:  0.0390
test result:  0.0372
test result:  0.0376
test result:  0.0390
test result:  0.0419
test result:  0.0435
test result:  0.0370
test result:  0.0373
test result:  0.0364
test result:  0.0385
test result:  0.0375
test result:  0.0373
test result:  0.0455
test result:  0.0400
test result:  0.0373
test result:  0.0431
test result:  0.0409
test result:  0.0380
test result:  0.0371
test result:  0.0338
test result:  0.0355
test result:  0.0340
test result:  0.0335
test result:  0.0392
test result:  0.0345
test result:  0.0340
test result:  0.0345
test result:  0.0338
test result:  0.0354
test result:  0.0335
test result:  0.0343
test result:  0.0341
test result:  0.0357
test result:  0.0336
test result:  0.0338
test result:  0.0343
test result:  0.0338
test result:  0.0361
test result:  0.0334
test result:  0.0351
test result:  0.0344
test result:  0.0338
test result:  0.0345
test result:  0.0342
test result:  0.0339
test result:  0.0338
test result:  0.0348
test result:  0.0337
test result:  0.0340
test result:  0.0380
test result:  0.0353
test result:  0.0390mean CD loss pred->GT|GT->pred: 0.00312, 0.00325best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0196
test result:  0.0214
test result:  0.0199
test result:  0.0211
test result:  0.0201
test result:  0.0207
test result:  0.0204
test result:  0.0201
test result:  0.0204
test result:  0.0195
test result:  0.0206
test result:  0.0194
test result:  0.0199
test result:  0.0202
test result:  0.0198
test result:  0.0195
test result:  0.0205
test result:  0.0202
test result:  0.0214
test result:  0.0205
test result:  0.0195
test result:  0.0200
test result:  0.0194
test result:  0.0210
test result:  0.0197
test result:  0.0197
test result:  0.0205
test result:  0.0194
test result:  0.0201
test result:  0.0195
test result:  0.0202
test result:  0.0199
test result:  0.0202
test result:  0.0297
test result:  0.0359
test result:  0.0423
test result:  0.0357
test result:  0.0355
test result:  0.0395
test result:  0.0357
test result:  0.0353
test result:  0.0351
test result:  0.0376
test result:  0.0352
test result:  0.0362
test result:  0.0463
test result:  0.0370
test result:  0.0368
test result:  0.0363
test result:  0.0360
test result:  0.0357
test result:  0.0355
test result:  0.0360
test result:  0.0412
test result:  0.0357
test result:  0.0356
test result:  0.0352
test result:  0.0349
test result:  0.0352
test result:  0.0361
test result:  0.0404
test result:  0.0366
test result:  0.0357
test result:  0.0393
test result:  0.0360
test result:  0.0352
test result:  0.0345
test result:  0.0332
test result:  0.0328
test result:  0.0324
test result:  0.0328
test result:  0.0340
test result:  0.0330
test result:  0.0328
test result:  0.0329
test result:  0.0341
test result:  0.0327
test result:  0.0322
test result:  0.0325
test result:  0.0330
test result:  0.0328
test result:  0.0336
test result:  0.0326
test result:  0.0338
test result:  0.0329
test result:  0.0339
test result:  0.0323
test result:  0.0330
test result:  0.0331
test result:  0.0323
test result:  0.0324
test result:  0.0329
test result:  0.0332
test result:  0.0332
test result:  0.0325
test result:  0.0334
test result:  0.0332
test result:  0.0345
test result:  0.0330
test result:  0.0366mean CD loss pred->GT|GT->pred: 0.00306, 0.00295best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0229
test result:  0.0240
test result:  0.0240
test result:  0.0234
test result:  0.0228
test result:  0.0231
test result:  0.0232
test result:  0.0243
test result:  0.0232
test result:  0.0234
test result:  0.0243
test result:  0.0232
test result:  0.0226
test result:  0.0229
test result:  0.0242
test result:  0.0228
test result:  0.0235
test result:  0.0241
test result:  0.0243
test result:  0.0241
test result:  0.0228
test result:  0.0237
test result:  0.0226
test result:  0.0242
test result:  0.0236
test result:  0.0230
test result:  0.0236
test result:  0.0233
test result:  0.0236
test result:  0.0226
test result:  0.0236
test result:  0.0232
test result:  0.0249
test result:  0.0329
test result:  0.0378
test result:  0.0452
test result:  0.0384
test result:  0.0379
test result:  0.0383
test result:  0.0376
test result:  0.0384
test result:  0.0379
test result:  0.0409
test result:  0.0379
test result:  0.0380
test result:  0.0450
test result:  0.0407
test result:  0.0384
test result:  0.0418
test result:  0.0381
test result:  0.0389
test result:  0.0377
test result:  0.0396
test result:  0.0419
test result:  0.0377
test result:  0.0370
test result:  0.0382
test result:  0.0372
test result:  0.0372
test result:  0.0405
test result:  0.0456
test result:  0.0377
test result:  0.0385
test result:  0.0457
test result:  0.0379
test result:  0.0374
test result:  0.0373
test result:  0.0340
test result:  0.0349
test result:  0.0346
test result:  0.0340
test result:  0.0367
test result:  0.0366
test result:  0.0350
test result:  0.0352
test result:  0.0353
test result:  0.0352
test result:  0.0351
test result:  0.0347
test result:  0.0352
test result:  0.0355
test result:  0.0344
test result:  0.0346
test result:  0.0347
test result:  0.0353
test result:  0.0364
test result:  0.0346
test result:  0.0354
test result:  0.0353
test result:  0.0348
test result:  0.0350
test result:  0.0350
test result:  0.0344
test result:  0.0345
test result:  0.0353
test result:  0.0346
test result:  0.0355
test result:  0.0371
test result:  0.0351
test result:  0.0394mean CD loss pred->GT|GT->pred: 0.00322, 0.00331best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0191
test result:  0.0201
test result:  0.0197
test result:  0.0201
test result:  0.0193
test result:  0.0205
test result:  0.0190
test result:  0.0200
test result:  0.0199
test result:  0.0202
test result:  0.0198
test result:  0.0193
test result:  0.0198
test result:  0.0194
test result:  0.0203
test result:  0.0192
test result:  0.0200
test result:  0.0201
test result:  0.0204
test result:  0.0198
test result:  0.0193
test result:  0.0199
test result:  0.0200
test result:  0.0197
test result:  0.0196
test result:  0.0197
test result:  0.0201
test result:  0.0198
test result:  0.0196
test result:  0.0204
test result:  0.0197
test result:  0.0192
test result:  0.0196
test result:  0.0303
test result:  0.0360
test result:  0.0396
test result:  0.0360
test result:  0.0357
test result:  0.0377
test result:  0.0354
test result:  0.0362
test result:  0.0353
test result:  0.0363
test result:  0.0356
test result:  0.0354
test result:  0.0394
test result:  0.0368
test result:  0.0375
test result:  0.0359
test result:  0.0360
test result:  0.0353
test result:  0.0354
test result:  0.0387
test result:  0.0397
test result:  0.0358
test result:  0.0356
test result:  0.0355
test result:  0.0360
test result:  0.0357
test result:  0.0361
test result:  0.0388
test result:  0.0356
test result:  0.0357
test result:  0.0390
test result:  0.0367
test result:  0.0356
test result:  0.0348
test result:  0.0321
test result:  0.0324
test result:  0.0324
test result:  0.0325
test result:  0.0328
test result:  0.0332
test result:  0.0323
test result:  0.0330
test result:  0.0330
test result:  0.0335
test result:  0.0322
test result:  0.0320
test result:  0.0321
test result:  0.0326
test result:  0.0324
test result:  0.0332
test result:  0.0324
test result:  0.0327
test result:  0.0322
test result:  0.0327
test result:  0.0324
test result:  0.0337
test result:  0.0325
test result:  0.0328
test result:  0.0324
test result:  0.0326
test result:  0.0320
test result:  0.0331
test result:  0.0324
test result:  0.0328
test result:  0.0332
test result:  0.0327
test result:  0.0333mean CD loss pred->GT|GT->pred: 0.00303, 0.00290best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0179
test result:  0.0184
test result:  0.0183
test result:  0.0183
test result:  0.0176
test result:  0.0179
test result:  0.0182
test result:  0.0183
test result:  0.0175
test result:  0.0180
test result:  0.0180
test result:  0.0180
test result:  0.0177
test result:  0.0180
test result:  0.0181
test result:  0.0182
test result:  0.0182
test result:  0.0184
test result:  0.0185
test result:  0.0182
test result:  0.0183
test result:  0.0183
test result:  0.0177
test result:  0.0178
test result:  0.0181
test result:  0.0177
test result:  0.0186
test result:  0.0180
test result:  0.0180
test result:  0.0180
test result:  0.0182
test result:  0.0182
test result:  0.0181
test result:  0.0306
test result:  0.0369
test result:  0.0425
test result:  0.0366
test result:  0.0367
test result:  0.0376
test result:  0.0371
test result:  0.0363
test result:  0.0366
test result:  0.0385
test result:  0.0366
test result:  0.0371
test result:  0.0443
test result:  0.0383
test result:  0.0390
test result:  0.0379
test result:  0.0372
test result:  0.0385
test result:  0.0372
test result:  0.0373
test result:  0.0429
test result:  0.0369
test result:  0.0368
test result:  0.0359
test result:  0.0369
test result:  0.0371
test result:  0.0380
test result:  0.0409
test result:  0.0367
test result:  0.0363
test result:  0.0447
test result:  0.0363
test result:  0.0360
test result:  0.0351
test result:  0.0344
test result:  0.0348
test result:  0.0345
test result:  0.0343
test result:  0.0360
test result:  0.0345
test result:  0.0341
test result:  0.0345
test result:  0.0340
test result:  0.0343
test result:  0.0340
test result:  0.0338
test result:  0.0340
test result:  0.0339
test result:  0.0348
test result:  0.0340
test result:  0.0348
test result:  0.0342
test result:  0.0345
test result:  0.0340
test result:  0.0339
test result:  0.0359
test result:  0.0339
test result:  0.0349
test result:  0.0344
test result:  0.0339
test result:  0.0336
test result:  0.0343
test result:  0.0340
test result:  0.0351
test result:  0.0343
test result:  0.0342
test result:  0.0362mean CD loss pred->GT|GT->pred: 0.00306, 0.00297best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0188
test result:  0.0185
test result:  0.0190
test result:  0.0188
test result:  0.0191
test result:  0.0189
test result:  0.0186
test result:  0.0189
test result:  0.0190
test result:  0.0192
test result:  0.0188
test result:  0.0182
test result:  0.0187
test result:  0.0188
test result:  0.0187
test result:  0.0185
test result:  0.0189
test result:  0.0186
test result:  0.0193
test result:  0.0184
test result:  0.0187
test result:  0.0191
test result:  0.0184
test result:  0.0189
test result:  0.0188
test result:  0.0186
test result:  0.0189
test result:  0.0193
test result:  0.0188
test result:  0.0191
test result:  0.0187
test result:  0.0188
test result:  0.0189
test result:  0.0297
test result:  0.0353
test result:  0.0389
test result:  0.0351
test result:  0.0342
test result:  0.0394
test result:  0.0348
test result:  0.0352
test result:  0.0348
test result:  0.0371
test result:  0.0349
test result:  0.0349
test result:  0.0402
test result:  0.0383
test result:  0.0363
test result:  0.0361
test result:  0.0346
test result:  0.0352
test result:  0.0357
test result:  0.0352
test result:  0.0397
test result:  0.0343
test result:  0.0348
test result:  0.0347
test result:  0.0348
test result:  0.0336
test result:  0.0364
test result:  0.0389
test result:  0.0357
test result:  0.0346
test result:  0.0413
test result:  0.0352
test result:  0.0353
test result:  0.0341
test result:  0.0338
test result:  0.0339
test result:  0.0333
test result:  0.0332
test result:  0.0337
test result:  0.0336
test result:  0.0335
test result:  0.0328
test result:  0.0329
test result:  0.0337
test result:  0.0329
test result:  0.0334
test result:  0.0337
test result:  0.0330
test result:  0.0328
test result:  0.0337
test result:  0.0335
test result:  0.0337
test result:  0.0329
test result:  0.0331
test result:  0.0335
test result:  0.0343
test result:  0.0329
test result:  0.0327
test result:  0.0338
test result:  0.0329
test result:  0.0337
test result:  0.0339
test result:  0.0334
test result:  0.0330
test result:  0.0342
test result:  0.0343
test result:  0.0347mean CD loss pred->GT|GT->pred: 0.00303, 0.00286best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0183
test result:  0.0189
test result:  0.0187
test result:  0.0191
test result:  0.0181
test result:  0.0182
test result:  0.0184
test result:  0.0188
test result:  0.0188
test result:  0.0189
test result:  0.0189
test result:  0.0183
test result:  0.0183
test result:  0.0195
test result:  0.0187
test result:  0.0185
test result:  0.0192
test result:  0.0187
test result:  0.0197
test result:  0.0183
test result:  0.0188
test result:  0.0192
test result:  0.0179
test result:  0.0190
test result:  0.0185
test result:  0.0180
test result:  0.0188
test result:  0.0188
test result:  0.0184
test result:  0.0194
test result:  0.0187
test result:  0.0191
test result:  0.0194
test result:  0.0303
test result:  0.0362
test result:  0.0397
test result:  0.0363
test result:  0.0360
test result:  0.0383
test result:  0.0357
test result:  0.0357
test result:  0.0364
test result:  0.0390
test result:  0.0356
test result:  0.0365
test result:  0.0428
test result:  0.0364
test result:  0.0360
test result:  0.0371
test result:  0.0356
test result:  0.0374
test result:  0.0368
test result:  0.0367
test result:  0.0386
test result:  0.0358
test result:  0.0357
test result:  0.0359
test result:  0.0351
test result:  0.0356
test result:  0.0363
test result:  0.0394
test result:  0.0365
test result:  0.0357
test result:  0.0401
test result:  0.0362
test result:  0.0358
test result:  0.0355
test result:  0.0337
test result:  0.0334
test result:  0.0336
test result:  0.0330
test result:  0.0353
test result:  0.0330
test result:  0.0334
test result:  0.0346
test result:  0.0336
test result:  0.0332
test result:  0.0327
test result:  0.0332
test result:  0.0333
test result:  0.0330
test result:  0.0327
test result:  0.0336
test result:  0.0327
test result:  0.0337
test result:  0.0337
test result:  0.0336
test result:  0.0332
test result:  0.0349
test result:  0.0329
test result:  0.0339
test result:  0.0331
test result:  0.0336
test result:  0.0326
test result:  0.0336
test result:  0.0329
test result:  0.0332
test result:  0.0337
test result:  0.0341
test result:  0.0350mean CD loss pred->GT|GT->pred: 0.00304, 0.00290best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00281
test result:  0.0189
test result:  0.0191
test result:  0.0190
test result:  0.0193
test result:  0.0184
test result:  0.0189
test result:  0.0184
test result:  0.0199
test result:  0.0189
test result:  0.0188
test result:  0.0191
test result:  0.0184
test result:  0.0187
test result:  0.0187
test result:  0.0191
test result:  0.0184
test result:  0.0195
test result:  0.0193
test result:  0.0197
test result:  0.0187
test result:  0.0192
test result:  0.0189
test result:  0.0189
test result:  0.0196
test result:  0.0191
test result:  0.0191
test result:  0.0193
test result:  0.0192
test result:  0.0184
test result:  0.0190
test result:  0.0188
test result:  0.0191
test result:  0.0186
test result:  0.0291
test result:  0.0342
test result:  0.0389
test result:  0.0333
test result:  0.0338
test result:  0.0372
test result:  0.0344
test result:  0.0334
test result:  0.0340
test result:  0.0374
test result:  0.0338
test result:  0.0344
test result:  0.0396
test result:  0.0362
test result:  0.0348
test result:  0.0345
test result:  0.0344
test result:  0.0339
test result:  0.0349
test result:  0.0365
test result:  0.0370
test result:  0.0334
test result:  0.0343
test result:  0.0340
test result:  0.0337
test result:  0.0335
test result:  0.0345
test result:  0.0371
test result:  0.0354
test result:  0.0338
test result:  0.0377
test result:  0.0342
test result:  0.0343
test result:  0.0340
test result:  0.0312
test result:  0.0321
test result:  0.0315
test result:  0.0316
test result:  0.0328
test result:  0.0319
test result:  0.0315
test result:  0.0320
test result:  0.0327
test result:  0.0319
test result:  0.0324
test result:  0.0317
test result:  0.0326
test result:  0.0317
test result:  0.0320
test result:  0.0314
test result:  0.0316
test result:  0.0321
test result:  0.0315
test result:  0.0316
test result:  0.0319
test result:  0.0328
test result:  0.0311
test result:  0.0317
test result:  0.0320
test result:  0.0322
test result:  0.0314
test result:  0.0323
test result:  0.0318
test result:  0.0322
test result:  0.0330
test result:  0.0341
test result:  0.0332mean CD loss pred->GT|GT->pred: 0.00298, 0.00276best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00276
test result:  0.0187
test result:  0.0189
test result:  0.0189
test result:  0.0190
test result:  0.0187
test result:  0.0189
test result:  0.0182
test result:  0.0199
test result:  0.0187
test result:  0.0189
test result:  0.0191
test result:  0.0186
test result:  0.0187
test result:  0.0191
test result:  0.0188
test result:  0.0184
test result:  0.0191
test result:  0.0193
test result:  0.0193
test result:  0.0185
test result:  0.0190
test result:  0.0193
test result:  0.0184
test result:  0.0191
test result:  0.0189
test result:  0.0188
test result:  0.0190
test result:  0.0185
test result:  0.0190
test result:  0.0190
test result:  0.0183
test result:  0.0190
test result:  0.0184
test result:  0.0290
test result:  0.0355
test result:  0.0396
test result:  0.0350
test result:  0.0339
test result:  0.0347
test result:  0.0350
test result:  0.0349
test result:  0.0350
test result:  0.0371
test result:  0.0354
test result:  0.0350
test result:  0.0414
test result:  0.0391
test result:  0.0362
test result:  0.0355
test result:  0.0347
test result:  0.0356
test result:  0.0343
test result:  0.0360
test result:  0.0398
test result:  0.0343
test result:  0.0346
test result:  0.0348
test result:  0.0345
test result:  0.0348
test result:  0.0352
test result:  0.0409
test result:  0.0357
test result:  0.0343
test result:  0.0381
test result:  0.0356
test result:  0.0342
test result:  0.0350
test result:  0.0331
test result:  0.0324
test result:  0.0325
test result:  0.0331
test result:  0.0338
test result:  0.0323
test result:  0.0327
test result:  0.0334
test result:  0.0331
test result:  0.0328
test result:  0.0325
test result:  0.0329
test result:  0.0330
test result:  0.0316
test result:  0.0331
test result:  0.0319
test result:  0.0324
test result:  0.0330
test result:  0.0325
test result:  0.0321
test result:  0.0324
test result:  0.0330
test result:  0.0326
test result:  0.0328
test result:  0.0322
test result:  0.0322
test result:  0.0331
test result:  0.0333
test result:  0.0318
test result:  0.0333
test result:  0.0331
test result:  0.0323
test result:  0.0341mean CD loss pred->GT|GT->pred: 0.00301, 0.00282best so far (pg): 0.00298, 0.00281best so far (gp): 0.00298, 0.00276
test result:  0.0182
test result:  0.0189
test result:  0.0186
test result:  0.0187
test result:  0.0185
test result:  0.0189
test result:  0.0181
test result:  0.0190
test result:  0.0185
test result:  0.0186
test result:  0.0183
test result:  0.0183
test result:  0.0184
test result:  0.0183
test result:  0.0187
test result:  0.0187
test result:  0.0187
test result:  0.0191
test result:  0.0193
test result:  0.0185
test result:  0.0183
test result:  0.0187
test result:  0.0183
test result:  0.0185
test result:  0.0184
test result:  0.0183
test result:  0.0190
test result:  0.0185
test result:  0.0182
test result:  0.0179
test result:  0.0182
test result:  0.0185
test result:  0.0187
test result:  0.0287
test result:  0.0349
test result:  0.0384
test result:  0.0349
test result:  0.0338
test result:  0.0352
test result:  0.0346
test result:  0.0340
test result:  0.0344
test result:  0.0356
test result:  0.0335
test result:  0.0344
test result:  0.0394
test result:  0.0355
test result:  0.0352
test result:  0.0346
test result:  0.0341
test result:  0.0350
test result:  0.0349
test result:  0.0371
test result:  0.0398
test result:  0.0345
test result:  0.0341
test result:  0.0340
test result:  0.0340
test result:  0.0347
test result:  0.0351
test result:  0.0385
test result:  0.0347
test result:  0.0341
test result:  0.0382
test result:  0.0350
test result:  0.0340
test result:  0.0335
test result:  0.0319
test result:  0.0320
test result:  0.0317
test result:  0.0324
test result:  0.0327
test result:  0.0324
test result:  0.0321
test result:  0.0319
test result:  0.0319
test result:  0.0318
test result:  0.0320
test result:  0.0317
test result:  0.0319
test result:  0.0321
test result:  0.0318
test result:  0.0322
test result:  0.0322
test result:  0.0320
test result:  0.0332
test result:  0.0315
test result:  0.0321
test result:  0.0323
test result:  0.0314
test result:  0.0316
test result:  0.0321
test result:  0.0318
test result:  0.0321
test result:  0.0323
test result:  0.0323
test result:  0.0323
test result:  0.0321
test result:  0.0327
test result:  0.0337mean CD loss pred->GT|GT->pred: 0.00299, 0.00274best so far (pg): 0.00298, 0.00281best so far (gp): 0.00299, 0.00274
test result:  0.0190
test result:  0.0193
test result:  0.0185
test result:  0.0196
test result:  0.0183
test result:  0.0186
test result:  0.0182
test result:  0.0191
test result:  0.0187
test result:  0.0187
test result:  0.0188
test result:  0.0185
test result:  0.0186
test result:  0.0181
test result:  0.0190
test result:  0.0187
test result:  0.0187
test result:  0.0190
test result:  0.0189
test result:  0.0181
test result:  0.0183
test result:  0.0191
test result:  0.0181
test result:  0.0190
test result:  0.0185
test result:  0.0182
test result:  0.0192
test result:  0.0190
test result:  0.0186
test result:  0.0186
test result:  0.0184
test result:  0.0188
test result:  0.0186
test result:  0.0290
test result:  0.0355
test result:  0.0389
test result:  0.0339
test result:  0.0345
test result:  0.0348
test result:  0.0345
test result:  0.0347
test result:  0.0342
test result:  0.0359
test result:  0.0340
test result:  0.0351
test result:  0.0392
test result:  0.0370
test result:  0.0368
test result:  0.0355
test result:  0.0347
test result:  0.0348
test result:  0.0354
test result:  0.0356
test result:  0.0388
test result:  0.0346
test result:  0.0348
test result:  0.0339
test result:  0.0344
test result:  0.0350
test result:  0.0348
test result:  0.0383
test result:  0.0356
test result:  0.0337
test result:  0.0402
test result:  0.0354
test result:  0.0338
test result:  0.0338
test result:  0.0318
test result:  0.0323
test result:  0.0312
test result:  0.0317
test result:  0.0331
test result:  0.0322
test result:  0.0322
test result:  0.0325
test result:  0.0324
test result:  0.0320
test result:  0.0315
test result:  0.0319
test result:  0.0317
test result:  0.0319
test result:  0.0317
test result:  0.0321
test result:  0.0319
test result:  0.0317
test result:  0.0328
test result:  0.0320
test result:  0.0323
test result:  0.0322
test result:  0.0316
test result:  0.0316
test result:  0.0317
test result:  0.0323
test result:  0.0315
test result:  0.0322
test result:  0.0311
test result:  0.0316
test result:  0.0324
test result:  0.0331
test result:  0.0334mean CD loss pred->GT|GT->pred: 0.00300, 0.00275best so far (pg): 0.00298, 0.00281best so far (gp): 0.00299, 0.00274
test result:  0.0184
test result:  0.0190
test result:  0.0185
test result:  0.0193
test result:  0.0190
test result:  0.0191
test result:  0.0183
test result:  0.0191
test result:  0.0186
test result:  0.0195
test result:  0.0191
test result:  0.0183
test result:  0.0185
test result:  0.0183
test result:  0.0187
test result:  0.0184
test result:  0.0186
test result:  0.0192
test result:  0.0193
test result:  0.0192
test result:  0.0186
test result:  0.0195
test result:  0.0186
test result:  0.0191
test result:  0.0188
test result:  0.0180
test result:  0.0194
test result:  0.0193
test result:  0.0184
test result:  0.0191
test result:  0.0183
test result:  0.0191
test result:  0.0190
test result:  0.0293
test result:  0.0344
test result:  0.0384
test result:  0.0337
test result:  0.0337
test result:  0.0345
test result:  0.0341
test result:  0.0335
test result:  0.0334
test result:  0.0354
test result:  0.0341
test result:  0.0335
test result:  0.0382
test result:  0.0343
test result:  0.0352
test result:  0.0349
test result:  0.0342
test result:  0.0338
test result:  0.0345
test result:  0.0350
test result:  0.0356
test result:  0.0337
test result:  0.0337
test result:  0.0329
test result:  0.0332
test result:  0.0340
test result:  0.0340
test result:  0.0386
test result:  0.0339
test result:  0.0334
test result:  0.0390
test result:  0.0353
test result:  0.0338
test result:  0.0323
test result:  0.0313
test result:  0.0321
test result:  0.0314
test result:  0.0316
test result:  0.0324
test result:  0.0317
test result:  0.0315
test result:  0.0325
test result:  0.0317
test result:  0.0325
test result:  0.0316
test result:  0.0329
test result:  0.0319
test result:  0.0315
test result:  0.0316
test result:  0.0318
test result:  0.0321
test result:  0.0318
test result:  0.0321
test result:  0.0319
test result:  0.0322
test result:  0.0326
test result:  0.0317
test result:  0.0317
test result:  0.0318
test result:  0.0317
test result:  0.0316
test result:  0.0318
test result:  0.0316
test result:  0.0321
test result:  0.0327
test result:  0.0324
test result:  0.0333mean CD loss pred->GT|GT->pred: 0.00297, 0.00273best so far (pg): 0.00297, 0.00273best so far (gp): 0.00297, 0.00273
test result:  0.0185
test result:  0.0186
test result:  0.0182
test result:  0.0187
test result:  0.0190
test result:  0.0184
test result:  0.0182
test result:  0.0183
test result:  0.0184
test result:  0.0187
test result:  0.0181
test result:  0.0180
test result:  0.0181
test result:  0.0183
test result:  0.0185
test result:  0.0183
test result:  0.0187
test result:  0.0186
test result:  0.0188
test result:  0.0182
test result:  0.0182
test result:  0.0192
test result:  0.0184
test result:  0.0191
test result:  0.0188
test result:  0.0184
test result:  0.0183
test result:  0.0185
test result:  0.0183
test result:  0.0186
test result:  0.0187
test result:  0.0187
test result:  0.0188
test result:  0.0283
test result:  0.0349
test result:  0.0377
test result:  0.0343
test result:  0.0343
test result:  0.0347
test result:  0.0343
test result:  0.0345
test result:  0.0338
test result:  0.0384
test result:  0.0343
test result:  0.0342
test result:  0.0381
test result:  0.0381
test result:  0.0365
test result:  0.0361
test result:  0.0346
test result:  0.0358
test result:  0.0343
test result:  0.0355
test result:  0.0398
test result:  0.0338
test result:  0.0345
test result:  0.0341
test result:  0.0343
test result:  0.0337
test result:  0.0357
test result:  0.0381
test result:  0.0352
test result:  0.0341
test result:  0.0369
test result:  0.0341
test result:  0.0341
test result:  0.0338
test result:  0.0318
test result:  0.0321
test result:  0.0315
test result:  0.0315
test result:  0.0325
test result:  0.0316
test result:  0.0312
test result:  0.0314
test result:  0.0319
test result:  0.0321
test result:  0.0312
test result:  0.0323
test result:  0.0313
test result:  0.0312
test result:  0.0318
test result:  0.0315
test result:  0.0321
test result:  0.0315
test result:  0.0323
test result:  0.0313
test result:  0.0310
test result:  0.0322
test result:  0.0315
test result:  0.0316
test result:  0.0312
test result:  0.0317
test result:  0.0319
test result:  0.0313
test result:  0.0313
test result:  0.0322
test result:  0.0320
test result:  0.0323
test result:  0.0324mean CD loss pred->GT|GT->pred: 0.00298, 0.00273best so far (pg): 0.00297, 0.00273best so far (gp): 0.00298, 0.00273
test result:  0.0180
test result:  0.0193
test result:  0.0187
test result:  0.0189
test result:  0.0189
test result:  0.0188
test result:  0.0186
test result:  0.0191
test result:  0.0183
test result:  0.0187
test result:  0.0184
test result:  0.0183
test result:  0.0188
test result:  0.0182
test result:  0.0185
test result:  0.0184
test result:  0.0184
test result:  0.0187
test result:  0.0191
test result:  0.0189
test result:  0.0183
test result:  0.0190
test result:  0.0187
test result:  0.0185
test result:  0.0188
test result:  0.0182
test result:  0.0188
test result:  0.0193
test result:  0.0189
test result:  0.0184
test result:  0.0189
test result:  0.0189
test result:  0.0191
test result:  0.0299
test result:  0.0341
test result:  0.0389
test result:  0.0339
test result:  0.0341
test result:  0.0358
test result:  0.0346
test result:  0.0342
test result:  0.0344
test result:  0.0342
test result:  0.0345
test result:  0.0346
test result:  0.0391
test result:  0.0360
test result:  0.0346
test result:  0.0345
test result:  0.0349
test result:  0.0338
test result:  0.0344
test result:  0.0348
test result:  0.0365
test result:  0.0344
test result:  0.0342
test result:  0.0346
test result:  0.0348
test result:  0.0341
test result:  0.0343
test result:  0.0392
test result:  0.0348
test result:  0.0339
test result:  0.0416
test result:  0.0344
test result:  0.0338
test result:  0.0338
test result:  0.0320
test result:  0.0315
test result:  0.0318
test result:  0.0317
test result:  0.0334
test result:  0.0319
test result:  0.0318
test result:  0.0327
test result:  0.0317
test result:  0.0326
test result:  0.0310
test result:  0.0316
test result:  0.0321
test result:  0.0318
test result:  0.0323
test result:  0.0318
test result:  0.0320
test result:  0.0316
test result:  0.0323
test result:  0.0325
test result:  0.0314
test result:  0.0329
test result:  0.0315
test result:  0.0323
test result:  0.0319
test result:  0.0322
test result:  0.0326
test result:  0.0319
test result:  0.0324
test result:  0.0321
test result:  0.0321
test result:  0.0329
test result:  0.0335mean CD loss pred->GT|GT->pred: 0.00298, 0.00275best so far (pg): 0.00297, 0.00273best so far (gp): 0.00298, 0.00273
test result:  0.0187
test result:  0.0186
test result:  0.0183
test result:  0.0189
test result:  0.0186
test result:  0.0191
test result:  0.0180
test result:  0.0193
test result:  0.0184
test result:  0.0187
test result:  0.0190
test result:  0.0179
test result:  0.0188
test result:  0.0181
test result:  0.0180
test result:  0.0188
test result:  0.0193
test result:  0.0182
test result:  0.0194
test result:  0.0186
test result:  0.0188
test result:  0.0190
test result:  0.0183
test result:  0.0187
test result:  0.0187
test result:  0.0180
test result:  0.0192
test result:  0.0194
test result:  0.0189
test result:  0.0186
test result:  0.0183
test result:  0.0186
test result:  0.0186
test result:  0.0284
test result:  0.0342
test result:  0.0378
test result:  0.0345
test result:  0.0341
test result:  0.0348
test result:  0.0329
test result:  0.0326
test result:  0.0339
test result:  0.0354
test result:  0.0337
test result:  0.0345
test result:  0.0385
test result:  0.0352
test result:  0.0338
test result:  0.0357
test result:  0.0343
test result:  0.0335
test result:  0.0346
test result:  0.0379
test result:  0.0405
test result:  0.0341
test result:  0.0331
test result:  0.0337
test result:  0.0334
test result:  0.0338
test result:  0.0341
test result:  0.0388
test result:  0.0348
test result:  0.0343
test result:  0.0387
test result:  0.0343
test result:  0.0341
test result:  0.0326
test result:  0.0315
test result:  0.0313
test result:  0.0312
test result:  0.0317
test result:  0.0325
test result:  0.0316
test result:  0.0318
test result:  0.0315
test result:  0.0311
test result:  0.0312
test result:  0.0308
test result:  0.0320
test result:  0.0316
test result:  0.0314
test result:  0.0312
test result:  0.0310
test result:  0.0313
test result:  0.0316
test result:  0.0318
test result:  0.0315
test result:  0.0312
test result:  0.0318
test result:  0.0311
test result:  0.0315
test result:  0.0307
test result:  0.0316
test result:  0.0314
test result:  0.0319
test result:  0.0319
test result:  0.0320
test result:  0.0320
test result:  0.0320
test result:  0.0324mean CD loss pred->GT|GT->pred: 0.00297, 0.00270best so far (pg): 0.00297, 0.00273best so far (gp): 0.00297, 0.00270
test result:  0.0183
test result:  0.0187
test result:  0.0188
test result:  0.0190
test result:  0.0184
test result:  0.0186
test result:  0.0177
test result:  0.0187
test result:  0.0180
test result:  0.0186
test result:  0.0190
test result:  0.0180
test result:  0.0187
test result:  0.0183
test result:  0.0181
test result:  0.0183
test result:  0.0183
test result:  0.0189
test result:  0.0187
test result:  0.0188
test result:  0.0185
test result:  0.0187
test result:  0.0183
test result:  0.0187
test result:  0.0189
test result:  0.0186
test result:  0.0190
test result:  0.0184
test result:  0.0182
test result:  0.0180
test result:  0.0181
test result:  0.0183
test result:  0.0189
test result:  0.0280
test result:  0.0336
test result:  0.0379
test result:  0.0334
test result:  0.0332
test result:  0.0346
test result:  0.0339
test result:  0.0330
test result:  0.0333
test result:  0.0347
test result:  0.0341
test result:  0.0328
test result:  0.0385
test result:  0.0355
test result:  0.0363
test result:  0.0336
test result:  0.0340
test result:  0.0342
test result:  0.0339
test result:  0.0337
test result:  0.0404
test result:  0.0332
test result:  0.0337
test result:  0.0337
test result:  0.0333
test result:  0.0333
test result:  0.0342
test result:  0.0369
test result:  0.0342
test result:  0.0341
test result:  0.0393
test result:  0.0342
test result:  0.0331
test result:  0.0332
test result:  0.0312
test result:  0.0307
test result:  0.0312
test result:  0.0304
test result:  0.0325
test result:  0.0314
test result:  0.0306
test result:  0.0309
test result:  0.0310
test result:  0.0316
test result:  0.0306
test result:  0.0308
test result:  0.0312
test result:  0.0312
test result:  0.0306
test result:  0.0313
test result:  0.0309
test result:  0.0308
test result:  0.0311
test result:  0.0312
test result:  0.0312
test result:  0.0317
test result:  0.0302
test result:  0.0311
test result:  0.0308
test result:  0.0308
test result:  0.0307
test result:  0.0314
test result:  0.0311
test result:  0.0310
test result:  0.0317
test result:  0.0315
test result:  0.0313mean CD loss pred->GT|GT->pred: 0.00294, 0.00267best so far (pg): 0.00294, 0.00267best so far (gp): 0.00294, 0.00267
test result:  0.0176
test result:  0.0185
test result:  0.0177
test result:  0.0182
test result:  0.0186
test result:  0.0179
test result:  0.0176
test result:  0.0173
test result:  0.0179
test result:  0.0183
test result:  0.0184
test result:  0.0172
test result:  0.0179
test result:  0.0182
test result:  0.0172
test result:  0.0174
test result:  0.0181
test result:  0.0176
test result:  0.0181
test result:  0.0180
test result:  0.0181
test result:  0.0180
test result:  0.0173
test result:  0.0184
test result:  0.0177
test result:  0.0177
test result:  0.0183
test result:  0.0178
test result:  0.0181
test result:  0.0180
test result:  0.0178
test result:  0.0178
test result:  0.0177
test result:  0.0288
test result:  0.0342
test result:  0.0373
test result:  0.0336
test result:  0.0333
test result:  0.0334
test result:  0.0345
test result:  0.0342
test result:  0.0341
test result:  0.0341
test result:  0.0339
test result:  0.0336
test result:  0.0389
test result:  0.0358
test result:  0.0344
test result:  0.0340
test result:  0.0342
test result:  0.0333
test result:  0.0344
test result:  0.0339
test result:  0.0370
test result:  0.0331
test result:  0.0330
test result:  0.0335
test result:  0.0329
test result:  0.0332
test result:  0.0347
test result:  0.0378
test result:  0.0339
test result:  0.0338
test result:  0.0383
test result:  0.0333
test result:  0.0334
test result:  0.0328
test result:  0.0307
test result:  0.0305
test result:  0.0314
test result:  0.0317
test result:  0.0322
test result:  0.0311
test result:  0.0308
test result:  0.0311
test result:  0.0308
test result:  0.0313
test result:  0.0311
test result:  0.0312
test result:  0.0307
test result:  0.0317
test result:  0.0312
test result:  0.0309
test result:  0.0312
test result:  0.0312
test result:  0.0310
test result:  0.0313
test result:  0.0314
test result:  0.0320
test result:  0.0309
test result:  0.0317
test result:  0.0309
test result:  0.0311
test result:  0.0313
test result:  0.0318
test result:  0.0311
test result:  0.0308
test result:  0.0313
test result:  0.0314
test result:  0.0315mean CD loss pred->GT|GT->pred: 0.00293, 0.00264best so far (pg): 0.00293, 0.00264best so far (gp): 0.00293, 0.00264
test result:  0.0184
test result:  0.0181
test result:  0.0178
test result:  0.0179
test result:  0.0181
test result:  0.0178
test result:  0.0178
test result:  0.0179
test result:  0.0181
test result:  0.0178
test result:  0.0180
test result:  0.0179
test result:  0.0180
test result:  0.0175
test result:  0.0181
test result:  0.0179
test result:  0.0180
test result:  0.0181
test result:  0.0184
test result:  0.0184
test result:  0.0179
test result:  0.0188
test result:  0.0178
test result:  0.0184
test result:  0.0182
test result:  0.0180
test result:  0.0180
test result:  0.0187
test result:  0.0182
test result:  0.0177
test result:  0.0178
test result:  0.0177
test result:  0.0180
test result:  0.0291
test result:  0.0344
test result:  0.0387
test result:  0.0333
test result:  0.0336
test result:  0.0349
test result:  0.0342
test result:  0.0331
test result:  0.0338
test result:  0.0349
test result:  0.0328
test result:  0.0342
test result:  0.0382
test result:  0.0353
test result:  0.0345
test result:  0.0340
test result:  0.0340
test result:  0.0342
test result:  0.0337
test result:  0.0357
test result:  0.0392
test result:  0.0334
test result:  0.0333
test result:  0.0331
test result:  0.0337
test result:  0.0341
test result:  0.0342
test result:  0.0390
test result:  0.0345
test result:  0.0333
test result:  0.0371
test result:  0.0333
test result:  0.0329
test result:  0.0331
test result:  0.0312
test result:  0.0309
test result:  0.0318
test result:  0.0313
test result:  0.0320
test result:  0.0312
test result:  0.0313
test result:  0.0311
test result:  0.0314
test result:  0.0316
test result:  0.0309
test result:  0.0312
test result:  0.0308
test result:  0.0311
test result:  0.0310
test result:  0.0307
test result:  0.0314
test result:  0.0307
test result:  0.0310
test result:  0.0312
test result:  0.0310
test result:  0.0314
test result:  0.0306
test result:  0.0309
test result:  0.0308
test result:  0.0310
test result:  0.0313
test result:  0.0315
test result:  0.0308
test result:  0.0313
test result:  0.0311
test result:  0.0316
test result:  0.0320mean CD loss pred->GT|GT->pred: 0.00293, 0.00266best so far (pg): 0.00293, 0.00264best so far (gp): 0.00293, 0.00264
test result:  0.0185
test result:  0.0186
test result:  0.0188
test result:  0.0187
test result:  0.0184
test result:  0.0183
test result:  0.0182
test result:  0.0183
test result:  0.0184
test result:  0.0181
test result:  0.0187
test result:  0.0179
test result:  0.0183
test result:  0.0183
test result:  0.0184
test result:  0.0184
test result:  0.0184
test result:  0.0183
test result:  0.0187
test result:  0.0186
test result:  0.0181
test result:  0.0188
test result:  0.0177
test result:  0.0187
test result:  0.0179
test result:  0.0186
test result:  0.0187
test result:  0.0185
test result:  0.0186
test result:  0.0178
test result:  0.0180
test result:  0.0180
test result:  0.0185
test result:  0.0297
test result:  0.0365
test result:  0.0388
test result:  0.0343
test result:  0.0337
test result:  0.0358
test result:  0.0338
test result:  0.0344
test result:  0.0347
test result:  0.0355
test result:  0.0341
test result:  0.0345
test result:  0.0391
test result:  0.0359
test result:  0.0352
test result:  0.0345
test result:  0.0348
test result:  0.0341
test result:  0.0343
test result:  0.0364
test result:  0.0408
test result:  0.0346
test result:  0.0334
test result:  0.0338
test result:  0.0350
test result:  0.0346
test result:  0.0342
test result:  0.0387
test result:  0.0352
test result:  0.0346
test result:  0.0392
test result:  0.0343
test result:  0.0344
test result:  0.0332
test result:  0.0315
test result:  0.0324
test result:  0.0313
test result:  0.0316
test result:  0.0321
test result:  0.0319
test result:  0.0320
test result:  0.0318
test result:  0.0315
test result:  0.0318
test result:  0.0317
test result:  0.0322
test result:  0.0320
test result:  0.0322
test result:  0.0322
test result:  0.0323
test result:  0.0316
test result:  0.0317
test result:  0.0316
test result:  0.0323
test result:  0.0321
test result:  0.0326
test result:  0.0315
test result:  0.0316
test result:  0.0319
test result:  0.0315
test result:  0.0317
test result:  0.0323
test result:  0.0317
test result:  0.0324
test result:  0.0321
test result:  0.0325
test result:  0.0321mean CD loss pred->GT|GT->pred: 0.00297, 0.00274best so far (pg): 0.00293, 0.00264best so far (gp): 0.00293, 0.00264
test result:  0.0175
test result:  0.0177
test result:  0.0173
test result:  0.0178
test result:  0.0181
test result:  0.0179
test result:  0.0178
test result:  0.0178
test result:  0.0175
test result:  0.0174
test result:  0.0181
test result:  0.0177
test result:  0.0177
test result:  0.0175
test result:  0.0177
test result:  0.0177
test result:  0.0177
test result:  0.0180
test result:  0.0181
test result:  0.0179
test result:  0.0176
test result:  0.0180
test result:  0.0175
test result:  0.0175
test result:  0.0177
test result:  0.0176
test result:  0.0179
test result:  0.0182
test result:  0.0177
test result:  0.0177
test result:  0.0170
test result:  0.0178
test result:  0.0180
test result:  0.0280
test result:  0.0340
test result:  0.0377
test result:  0.0335
test result:  0.0338
test result:  0.0337
test result:  0.0336
test result:  0.0336
test result:  0.0332
test result:  0.0336
test result:  0.0327
test result:  0.0339
test result:  0.0377
test result:  0.0348
test result:  0.0371
test result:  0.0341
test result:  0.0341
test result:  0.0342
test result:  0.0338
test result:  0.0335
test result:  0.0380
test result:  0.0327
test result:  0.0341
test result:  0.0333
test result:  0.0333
test result:  0.0339
test result:  0.0338
test result:  0.0385
test result:  0.0345
test result:  0.0334
test result:  0.0385
test result:  0.0338
test result:  0.0332
test result:  0.0328
test result:  0.0311
test result:  0.0317
test result:  0.0310
test result:  0.0311
test result:  0.0318
test result:  0.0315
test result:  0.0312
test result:  0.0312
test result:  0.0306
test result:  0.0311
test result:  0.0307
test result:  0.0314
test result:  0.0309
test result:  0.0311
test result:  0.0307
test result:  0.0305
test result:  0.0310
test result:  0.0314
test result:  0.0315
test result:  0.0312
test result:  0.0306
test result:  0.0313
test result:  0.0305
test result:  0.0306
test result:  0.0313
test result:  0.0307
test result:  0.0315
test result:  0.0309
test result:  0.0307
test result:  0.0309
test result:  0.0315
test result:  0.0314
test result:  0.0315mean CD loss pred->GT|GT->pred: 0.00293, 0.00262best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0189
test result:  0.0190
test result:  0.0196
test result:  0.0187
test result:  0.0191
test result:  0.0186
test result:  0.0183
test result:  0.0187
test result:  0.0192
test result:  0.0188
test result:  0.0184
test result:  0.0183
test result:  0.0184
test result:  0.0184
test result:  0.0187
test result:  0.0189
test result:  0.0187
test result:  0.0184
test result:  0.0193
test result:  0.0191
test result:  0.0188
test result:  0.0190
test result:  0.0187
test result:  0.0189
test result:  0.0184
test result:  0.0183
test result:  0.0187
test result:  0.0191
test result:  0.0190
test result:  0.0186
test result:  0.0185
test result:  0.0188
test result:  0.0193
test result:  0.0292
test result:  0.0355
test result:  0.0381
test result:  0.0337
test result:  0.0340
test result:  0.0345
test result:  0.0338
test result:  0.0342
test result:  0.0339
test result:  0.0360
test result:  0.0340
test result:  0.0347
test result:  0.0377
test result:  0.0362
test result:  0.0346
test result:  0.0352
test result:  0.0348
test result:  0.0339
test result:  0.0346
test result:  0.0346
test result:  0.0371
test result:  0.0340
test result:  0.0342
test result:  0.0339
test result:  0.0342
test result:  0.0342
test result:  0.0345
test result:  0.0386
test result:  0.0346
test result:  0.0336
test result:  0.0373
test result:  0.0346
test result:  0.0343
test result:  0.0332
test result:  0.0319
test result:  0.0324
test result:  0.0321
test result:  0.0317
test result:  0.0333
test result:  0.0325
test result:  0.0318
test result:  0.0323
test result:  0.0314
test result:  0.0318
test result:  0.0321
test result:  0.0320
test result:  0.0319
test result:  0.0317
test result:  0.0322
test result:  0.0317
test result:  0.0323
test result:  0.0317
test result:  0.0326
test result:  0.0324
test result:  0.0314
test result:  0.0328
test result:  0.0312
test result:  0.0322
test result:  0.0320
test result:  0.0319
test result:  0.0316
test result:  0.0327
test result:  0.0317
test result:  0.0317
test result:  0.0318
test result:  0.0316
test result:  0.0322mean CD loss pred->GT|GT->pred: 0.00297, 0.00275best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0190
test result:  0.0197
test result:  0.0199
test result:  0.0198
test result:  0.0194
test result:  0.0195
test result:  0.0194
test result:  0.0195
test result:  0.0187
test result:  0.0189
test result:  0.0196
test result:  0.0190
test result:  0.0195
test result:  0.0188
test result:  0.0190
test result:  0.0194
test result:  0.0194
test result:  0.0193
test result:  0.0201
test result:  0.0189
test result:  0.0191
test result:  0.0192
test result:  0.0197
test result:  0.0190
test result:  0.0197
test result:  0.0192
test result:  0.0194
test result:  0.0194
test result:  0.0191
test result:  0.0187
test result:  0.0192
test result:  0.0189
test result:  0.0193
test result:  0.0295
test result:  0.0344
test result:  0.0389
test result:  0.0345
test result:  0.0339
test result:  0.0341
test result:  0.0340
test result:  0.0340
test result:  0.0341
test result:  0.0361
test result:  0.0334
test result:  0.0346
test result:  0.0391
test result:  0.0360
test result:  0.0344
test result:  0.0348
test result:  0.0346
test result:  0.0340
test result:  0.0351
test result:  0.0368
test result:  0.0371
test result:  0.0333
test result:  0.0348
test result:  0.0339
test result:  0.0345
test result:  0.0340
test result:  0.0350
test result:  0.0389
test result:  0.0353
test result:  0.0342
test result:  0.0395
test result:  0.0338
test result:  0.0337
test result:  0.0330
test result:  0.0320
test result:  0.0320
test result:  0.0318
test result:  0.0314
test result:  0.0346
test result:  0.0320
test result:  0.0316
test result:  0.0317
test result:  0.0314
test result:  0.0311
test result:  0.0311
test result:  0.0313
test result:  0.0319
test result:  0.0315
test result:  0.0321
test result:  0.0324
test result:  0.0316
test result:  0.0318
test result:  0.0322
test result:  0.0315
test result:  0.0308
test result:  0.0319
test result:  0.0316
test result:  0.0318
test result:  0.0316
test result:  0.0321
test result:  0.0310
test result:  0.0323
test result:  0.0312
test result:  0.0322
test result:  0.0329
test result:  0.0314
test result:  0.0322mean CD loss pred->GT|GT->pred: 0.00297, 0.00277best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0180
test result:  0.0190
test result:  0.0189
test result:  0.0181
test result:  0.0186
test result:  0.0186
test result:  0.0182
test result:  0.0189
test result:  0.0183
test result:  0.0181
test result:  0.0187
test result:  0.0181
test result:  0.0185
test result:  0.0181
test result:  0.0189
test result:  0.0182
test result:  0.0189
test result:  0.0185
test result:  0.0190
test result:  0.0189
test result:  0.0189
test result:  0.0193
test result:  0.0181
test result:  0.0189
test result:  0.0185
test result:  0.0183
test result:  0.0188
test result:  0.0191
test result:  0.0184
test result:  0.0190
test result:  0.0183
test result:  0.0179
test result:  0.0182
test result:  0.0283
test result:  0.0343
test result:  0.0401
test result:  0.0341
test result:  0.0340
test result:  0.0343
test result:  0.0338
test result:  0.0332
test result:  0.0338
test result:  0.0341
test result:  0.0335
test result:  0.0340
test result:  0.0385
test result:  0.0350
test result:  0.0346
test result:  0.0341
test result:  0.0340
test result:  0.0345
test result:  0.0344
test result:  0.0343
test result:  0.0401
test result:  0.0335
test result:  0.0345
test result:  0.0334
test result:  0.0336
test result:  0.0343
test result:  0.0339
test result:  0.0383
test result:  0.0344
test result:  0.0338
test result:  0.0394
test result:  0.0345
test result:  0.0332
test result:  0.0333
test result:  0.0313
test result:  0.0318
test result:  0.0314
test result:  0.0313
test result:  0.0354
test result:  0.0313
test result:  0.0317
test result:  0.0318
test result:  0.0309
test result:  0.0314
test result:  0.0309
test result:  0.0309
test result:  0.0314
test result:  0.0311
test result:  0.0318
test result:  0.0313
test result:  0.0315
test result:  0.0315
test result:  0.0316
test result:  0.0314
test result:  0.0310
test result:  0.0317
test result:  0.0311
test result:  0.0309
test result:  0.0314
test result:  0.0313
test result:  0.0316
test result:  0.0318
test result:  0.0314
test result:  0.0319
test result:  0.0314
test result:  0.0314
test result:  0.0318mean CD loss pred->GT|GT->pred: 0.00296, 0.00270best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0182
test result:  0.0179
test result:  0.0179
test result:  0.0185
test result:  0.0184
test result:  0.0181
test result:  0.0181
test result:  0.0180
test result:  0.0178
test result:  0.0180
test result:  0.0185
test result:  0.0178
test result:  0.0179
test result:  0.0181
test result:  0.0183
test result:  0.0180
test result:  0.0184
test result:  0.0187
test result:  0.0187
test result:  0.0181
test result:  0.0181
test result:  0.0181
test result:  0.0178
test result:  0.0184
test result:  0.0188
test result:  0.0179
test result:  0.0184
test result:  0.0180
test result:  0.0179
test result:  0.0183
test result:  0.0176
test result:  0.0180
test result:  0.0182
test result:  0.0286
test result:  0.0344
test result:  0.0381
test result:  0.0336
test result:  0.0337
test result:  0.0341
test result:  0.0347
test result:  0.0332
test result:  0.0337
test result:  0.0355
test result:  0.0339
test result:  0.0343
test result:  0.0380
test result:  0.0344
test result:  0.0342
test result:  0.0348
test result:  0.0339
test result:  0.0342
test result:  0.0342
test result:  0.0356
test result:  0.0372
test result:  0.0334
test result:  0.0338
test result:  0.0332
test result:  0.0330
test result:  0.0341
test result:  0.0347
test result:  0.0385
test result:  0.0343
test result:  0.0337
test result:  0.0388
test result:  0.0331
test result:  0.0340
test result:  0.0335
test result:  0.0313
test result:  0.0318
test result:  0.0315
test result:  0.0314
test result:  0.0326
test result:  0.0311
test result:  0.0313
test result:  0.0318
test result:  0.0317
test result:  0.0319
test result:  0.0313
test result:  0.0312
test result:  0.0313
test result:  0.0315
test result:  0.0317
test result:  0.0310
test result:  0.0313
test result:  0.0316
test result:  0.0332
test result:  0.0314
test result:  0.0313
test result:  0.0315
test result:  0.0305
test result:  0.0311
test result:  0.0312
test result:  0.0314
test result:  0.0312
test result:  0.0315
test result:  0.0312
test result:  0.0312
test result:  0.0316
test result:  0.0322
test result:  0.0322mean CD loss pred->GT|GT->pred: 0.00294, 0.00268best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0180
test result:  0.0180
test result:  0.0181
test result:  0.0187
test result:  0.0178
test result:  0.0184
test result:  0.0181
test result:  0.0180
test result:  0.0182
test result:  0.0181
test result:  0.0180
test result:  0.0174
test result:  0.0180
test result:  0.0179
test result:  0.0181
test result:  0.0182
test result:  0.0183
test result:  0.0181
test result:  0.0189
test result:  0.0182
test result:  0.0180
test result:  0.0188
test result:  0.0182
test result:  0.0178
test result:  0.0182
test result:  0.0178
test result:  0.0188
test result:  0.0180
test result:  0.0183
test result:  0.0180
test result:  0.0183
test result:  0.0178
test result:  0.0177
test result:  0.0283
test result:  0.0344
test result:  0.0369
test result:  0.0340
test result:  0.0337
test result:  0.0338
test result:  0.0334
test result:  0.0333
test result:  0.0335
test result:  0.0337
test result:  0.0339
test result:  0.0340
test result:  0.0382
test result:  0.0349
test result:  0.0342
test result:  0.0350
test result:  0.0339
test result:  0.0328
test result:  0.0341
test result:  0.0340
test result:  0.0358
test result:  0.0333
test result:  0.0338
test result:  0.0333
test result:  0.0336
test result:  0.0345
test result:  0.0335
test result:  0.0377
test result:  0.0339
test result:  0.0336
test result:  0.0383
test result:  0.0350
test result:  0.0336
test result:  0.0327
test result:  0.0312
test result:  0.0318
test result:  0.0316
test result:  0.0314
test result:  0.0334
test result:  0.0311
test result:  0.0316
test result:  0.0315
test result:  0.0306
test result:  0.0319
test result:  0.0320
test result:  0.0320
test result:  0.0314
test result:  0.0312
test result:  0.0316
test result:  0.0312
test result:  0.0312
test result:  0.0305
test result:  0.0331
test result:  0.0323
test result:  0.0316
test result:  0.0314
test result:  0.0309
test result:  0.0311
test result:  0.0309
test result:  0.0312
test result:  0.0311
test result:  0.0315
test result:  0.0314
test result:  0.0316
test result:  0.0316
test result:  0.0322
test result:  0.0325mean CD loss pred->GT|GT->pred: 0.00294, 0.00267best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0192
test result:  0.0194
test result:  0.0192
test result:  0.0191
test result:  0.0191
test result:  0.0196
test result:  0.0196
test result:  0.0186
test result:  0.0192
test result:  0.0191
test result:  0.0195
test result:  0.0184
test result:  0.0188
test result:  0.0184
test result:  0.0193
test result:  0.0195
test result:  0.0189
test result:  0.0196
test result:  0.0193
test result:  0.0192
test result:  0.0191
test result:  0.0195
test result:  0.0185
test result:  0.0199
test result:  0.0186
test result:  0.0192
test result:  0.0190
test result:  0.0192
test result:  0.0195
test result:  0.0193
test result:  0.0186
test result:  0.0189
test result:  0.0195
test result:  0.0296
test result:  0.0360
test result:  0.0402
test result:  0.0340
test result:  0.0350
test result:  0.0350
test result:  0.0345
test result:  0.0347
test result:  0.0344
test result:  0.0355
test result:  0.0341
test result:  0.0347
test result:  0.0399
test result:  0.0359
test result:  0.0347
test result:  0.0349
test result:  0.0340
test result:  0.0344
test result:  0.0345
test result:  0.0366
test result:  0.0410
test result:  0.0345
test result:  0.0342
test result:  0.0337
test result:  0.0347
test result:  0.0344
test result:  0.0349
test result:  0.0375
test result:  0.0348
test result:  0.0348
test result:  0.0377
test result:  0.0359
test result:  0.0341
test result:  0.0336
test result:  0.0325
test result:  0.0327
test result:  0.0316
test result:  0.0319
test result:  0.0373
test result:  0.0328
test result:  0.0320
test result:  0.0324
test result:  0.0327
test result:  0.0323
test result:  0.0316
test result:  0.0321
test result:  0.0319
test result:  0.0323
test result:  0.0319
test result:  0.0321
test result:  0.0313
test result:  0.0315
test result:  0.0333
test result:  0.0328
test result:  0.0324
test result:  0.0319
test result:  0.0316
test result:  0.0322
test result:  0.0312
test result:  0.0315
test result:  0.0320
test result:  0.0320
test result:  0.0314
test result:  0.0320
test result:  0.0324
test result:  0.0321
test result:  0.0333mean CD loss pred->GT|GT->pred: 0.00298, 0.00281best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0176
test result:  0.0180
test result:  0.0178
test result:  0.0178
test result:  0.0172
test result:  0.0179
test result:  0.0178
test result:  0.0178
test result:  0.0181
test result:  0.0173
test result:  0.0179
test result:  0.0174
test result:  0.0177
test result:  0.0173
test result:  0.0177
test result:  0.0179
test result:  0.0174
test result:  0.0184
test result:  0.0190
test result:  0.0176
test result:  0.0178
test result:  0.0177
test result:  0.0174
test result:  0.0177
test result:  0.0177
test result:  0.0177
test result:  0.0180
test result:  0.0176
test result:  0.0177
test result:  0.0179
test result:  0.0175
test result:  0.0179
test result:  0.0172
test result:  0.0283
test result:  0.0356
test result:  0.0368
test result:  0.0336
test result:  0.0339
test result:  0.0335
test result:  0.0343
test result:  0.0332
test result:  0.0336
test result:  0.0343
test result:  0.0337
test result:  0.0342
test result:  0.0376
test result:  0.0363
test result:  0.0339
test result:  0.0341
test result:  0.0343
test result:  0.0341
test result:  0.0342
test result:  0.0345
test result:  0.0388
test result:  0.0326
test result:  0.0338
test result:  0.0337
test result:  0.0331
test result:  0.0330
test result:  0.0353
test result:  0.0370
test result:  0.0345
test result:  0.0334
test result:  0.0378
test result:  0.0339
test result:  0.0335
test result:  0.0335
test result:  0.0311
test result:  0.0317
test result:  0.0316
test result:  0.0309
test result:  0.0336
test result:  0.0320
test result:  0.0314
test result:  0.0315
test result:  0.0314
test result:  0.0318
test result:  0.0313
test result:  0.0311
test result:  0.0313
test result:  0.0308
test result:  0.0315
test result:  0.0311
test result:  0.0315
test result:  0.0312
test result:  0.0328
test result:  0.0310
test result:  0.0312
test result:  0.0318
test result:  0.0312
test result:  0.0315
test result:  0.0306
test result:  0.0314
test result:  0.0315
test result:  0.0315
test result:  0.0313
test result:  0.0315
test result:  0.0311
test result:  0.0322
test result:  0.0318mean CD loss pred->GT|GT->pred: 0.00294, 0.00264best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0170
test result:  0.0176
test result:  0.0174
test result:  0.0179
test result:  0.0179
test result:  0.0177
test result:  0.0173
test result:  0.0176
test result:  0.0176
test result:  0.0172
test result:  0.0174
test result:  0.0171
test result:  0.0169
test result:  0.0176
test result:  0.0180
test result:  0.0169
test result:  0.0178
test result:  0.0178
test result:  0.0176
test result:  0.0175
test result:  0.0169
test result:  0.0176
test result:  0.0174
test result:  0.0175
test result:  0.0177
test result:  0.0173
test result:  0.0177
test result:  0.0175
test result:  0.0180
test result:  0.0173
test result:  0.0172
test result:  0.0178
test result:  0.0179
test result:  0.0285
test result:  0.0354
test result:  0.0400
test result:  0.0342
test result:  0.0343
test result:  0.0352
test result:  0.0350
test result:  0.0340
test result:  0.0346
test result:  0.0356
test result:  0.0345
test result:  0.0348
test result:  0.0391
test result:  0.0366
test result:  0.0354
test result:  0.0344
test result:  0.0349
test result:  0.0333
test result:  0.0354
test result:  0.0356
test result:  0.0412
test result:  0.0340
test result:  0.0347
test result:  0.0349
test result:  0.0348
test result:  0.0343
test result:  0.0352
test result:  0.0380
test result:  0.0342
test result:  0.0340
test result:  0.0385
test result:  0.0349
test result:  0.0341
test result:  0.0338
test result:  0.0317
test result:  0.0320
test result:  0.0317
test result:  0.0314
test result:  0.0335
test result:  0.0316
test result:  0.0317
test result:  0.0317
test result:  0.0313
test result:  0.0322
test result:  0.0316
test result:  0.0317
test result:  0.0316
test result:  0.0321
test result:  0.0320
test result:  0.0318
test result:  0.0317
test result:  0.0316
test result:  0.0323
test result:  0.0317
test result:  0.0318
test result:  0.0319
test result:  0.0314
test result:  0.0318
test result:  0.0313
test result:  0.0319
test result:  0.0317
test result:  0.0323
test result:  0.0312
test result:  0.0319
test result:  0.0324
test result:  0.0324
test result:  0.0322mean CD loss pred->GT|GT->pred: 0.00296, 0.00269best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0173
test result:  0.0173
test result:  0.0170
test result:  0.0177
test result:  0.0173
test result:  0.0175
test result:  0.0173
test result:  0.0176
test result:  0.0172
test result:  0.0179
test result:  0.0177
test result:  0.0172
test result:  0.0174
test result:  0.0170
test result:  0.0171
test result:  0.0176
test result:  0.0178
test result:  0.0172
test result:  0.0180
test result:  0.0174
test result:  0.0178
test result:  0.0176
test result:  0.0172
test result:  0.0174
test result:  0.0171
test result:  0.0170
test result:  0.0176
test result:  0.0175
test result:  0.0173
test result:  0.0174
test result:  0.0180
test result:  0.0171
test result:  0.0180
test result:  0.0281
test result:  0.0347
test result:  0.0374
test result:  0.0339
test result:  0.0332
test result:  0.0345
test result:  0.0339
test result:  0.0334
test result:  0.0334
test result:  0.0348
test result:  0.0338
test result:  0.0337
test result:  0.0373
test result:  0.0342
test result:  0.0357
test result:  0.0343
test result:  0.0336
test result:  0.0337
test result:  0.0342
test result:  0.0366
test result:  0.0382
test result:  0.0335
test result:  0.0336
test result:  0.0340
test result:  0.0338
test result:  0.0333
test result:  0.0349
test result:  0.0377
test result:  0.0348
test result:  0.0337
test result:  0.0384
test result:  0.0354
test result:  0.0330
test result:  0.0332
test result:  0.0316
test result:  0.0321
test result:  0.0318
test result:  0.0313
test result:  0.0339
test result:  0.0317
test result:  0.0319
test result:  0.0325
test result:  0.0320
test result:  0.0318
test result:  0.0316
test result:  0.0314
test result:  0.0313
test result:  0.0318
test result:  0.0311
test result:  0.0313
test result:  0.0317
test result:  0.0314
test result:  0.0325
test result:  0.0316
test result:  0.0318
test result:  0.0319
test result:  0.0319
test result:  0.0315
test result:  0.0313
test result:  0.0316
test result:  0.0320
test result:  0.0318
test result:  0.0311
test result:  0.0320
test result:  0.0320
test result:  0.0323
test result:  0.0323mean CD loss pred->GT|GT->pred: 0.00295, 0.00265best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0177
test result:  0.0184
test result:  0.0182
test result:  0.0184
test result:  0.0182
test result:  0.0183
test result:  0.0179
test result:  0.0180
test result:  0.0179
test result:  0.0178
test result:  0.0183
test result:  0.0178
test result:  0.0181
test result:  0.0175
test result:  0.0181
test result:  0.0176
test result:  0.0187
test result:  0.0182
test result:  0.0186
test result:  0.0178
test result:  0.0180
test result:  0.0187
test result:  0.0177
test result:  0.0183
test result:  0.0177
test result:  0.0179
test result:  0.0184
test result:  0.0181
test result:  0.0178
test result:  0.0184
test result:  0.0182
test result:  0.0180
test result:  0.0181
test result:  0.0293
test result:  0.0352
test result:  0.0385
test result:  0.0340
test result:  0.0345
test result:  0.0344
test result:  0.0342
test result:  0.0340
test result:  0.0342
test result:  0.0345
test result:  0.0341
test result:  0.0343
test result:  0.0395
test result:  0.0347
test result:  0.0352
test result:  0.0342
test result:  0.0345
test result:  0.0339
test result:  0.0339
test result:  0.0351
test result:  0.0390
test result:  0.0346
test result:  0.0339
test result:  0.0340
test result:  0.0342
test result:  0.0340
test result:  0.0340
test result:  0.0388
test result:  0.0346
test result:  0.0342
test result:  0.0398
test result:  0.0344
test result:  0.0341
test result:  0.0330
test result:  0.0325
test result:  0.0324
test result:  0.0318
test result:  0.0322
test result:  0.0345
test result:  0.0326
test result:  0.0325
test result:  0.0323
test result:  0.0326
test result:  0.0323
test result:  0.0323
test result:  0.0325
test result:  0.0320
test result:  0.0330
test result:  0.0326
test result:  0.0328
test result:  0.0318
test result:  0.0324
test result:  0.0325
test result:  0.0318
test result:  0.0327
test result:  0.0323
test result:  0.0323
test result:  0.0328
test result:  0.0324
test result:  0.0330
test result:  0.0323
test result:  0.0326
test result:  0.0318
test result:  0.0323
test result:  0.0326
test result:  0.0324
test result:  0.0325mean CD loss pred->GT|GT->pred: 0.00299, 0.00272best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0176
test result:  0.0182
test result:  0.0175
test result:  0.0177
test result:  0.0180
test result:  0.0176
test result:  0.0178
test result:  0.0178
test result:  0.0179
test result:  0.0176
test result:  0.0179
test result:  0.0174
test result:  0.0177
test result:  0.0177
test result:  0.0180
test result:  0.0176
test result:  0.0178
test result:  0.0180
test result:  0.0181
test result:  0.0178
test result:  0.0179
test result:  0.0180
test result:  0.0178
test result:  0.0177
test result:  0.0175
test result:  0.0170
test result:  0.0176
test result:  0.0182
test result:  0.0181
test result:  0.0178
test result:  0.0175
test result:  0.0179
test result:  0.0178
test result:  0.0283
test result:  0.0348
test result:  0.0375
test result:  0.0331
test result:  0.0328
test result:  0.0336
test result:  0.0341
test result:  0.0333
test result:  0.0330
test result:  0.0344
test result:  0.0329
test result:  0.0339
test result:  0.0377
test result:  0.0355
test result:  0.0343
test result:  0.0344
test result:  0.0343
test result:  0.0339
test result:  0.0343
test result:  0.0360
test result:  0.0388
test result:  0.0334
test result:  0.0338
test result:  0.0338
test result:  0.0337
test result:  0.0330
test result:  0.0342
test result:  0.0375
test result:  0.0341
test result:  0.0333
test result:  0.0373
test result:  0.0335
test result:  0.0332
test result:  0.0327
test result:  0.0309
test result:  0.0315
test result:  0.0311
test result:  0.0310
test result:  0.0330
test result:  0.0319
test result:  0.0321
test result:  0.0317
test result:  0.0316
test result:  0.0312
test result:  0.0315
test result:  0.0314
test result:  0.0309
test result:  0.0315
test result:  0.0315
test result:  0.0314
test result:  0.0313
test result:  0.0313
test result:  0.0321
test result:  0.0317
test result:  0.0311
test result:  0.0318
test result:  0.0313
test result:  0.0311
test result:  0.0316
test result:  0.0315
test result:  0.0307
test result:  0.0314
test result:  0.0317
test result:  0.0317
test result:  0.0318
test result:  0.0321
test result:  0.0320mean CD loss pred->GT|GT->pred: 0.00295, 0.00263best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00262
test result:  0.0168
test result:  0.0172
test result:  0.0176
test result:  0.0174
test result:  0.0168
test result:  0.0173
test result:  0.0167
test result:  0.0174
test result:  0.0169
test result:  0.0169
test result:  0.0171
test result:  0.0167
test result:  0.0170
test result:  0.0165
test result:  0.0172
test result:  0.0170
test result:  0.0169
test result:  0.0172
test result:  0.0172
test result:  0.0170
test result:  0.0173
test result:  0.0174
test result:  0.0169
test result:  0.0171
test result:  0.0170
test result:  0.0167
test result:  0.0174
test result:  0.0173
test result:  0.0168
test result:  0.0175
test result:  0.0172
test result:  0.0173
test result:  0.0170
test result:  0.0274
test result:  0.0359
test result:  0.0384
test result:  0.0345
test result:  0.0340
test result:  0.0352
test result:  0.0340
test result:  0.0329
test result:  0.0337
test result:  0.0356
test result:  0.0333
test result:  0.0341
test result:  0.0374
test result:  0.0353
test result:  0.0347
test result:  0.0357
test result:  0.0345
test result:  0.0338
test result:  0.0344
test result:  0.0367
test result:  0.0396
test result:  0.0337
test result:  0.0329
test result:  0.0336
test result:  0.0336
test result:  0.0337
test result:  0.0348
test result:  0.0381
test result:  0.0346
test result:  0.0330
test result:  0.0360
test result:  0.0330
test result:  0.0332
test result:  0.0331
test result:  0.0308
test result:  0.0315
test result:  0.0313
test result:  0.0306
test result:  0.0320
test result:  0.0312
test result:  0.0315
test result:  0.0310
test result:  0.0312
test result:  0.0315
test result:  0.0312
test result:  0.0308
test result:  0.0313
test result:  0.0307
test result:  0.0311
test result:  0.0317
test result:  0.0317
test result:  0.0315
test result:  0.0316
test result:  0.0311
test result:  0.0313
test result:  0.0318
test result:  0.0314
test result:  0.0307
test result:  0.0310
test result:  0.0309
test result:  0.0314
test result:  0.0314
test result:  0.0312
test result:  0.0311
test result:  0.0312
test result:  0.0323
test result:  0.0323mean CD loss pred->GT|GT->pred: 0.00293, 0.00261best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00261
test result:  0.0176
test result:  0.0173
test result:  0.0175
test result:  0.0181
test result:  0.0175
test result:  0.0179
test result:  0.0174
test result:  0.0175
test result:  0.0179
test result:  0.0173
test result:  0.0172
test result:  0.0173
test result:  0.0174
test result:  0.0171
test result:  0.0176
test result:  0.0170
test result:  0.0176
test result:  0.0187
test result:  0.0176
test result:  0.0180
test result:  0.0175
test result:  0.0177
test result:  0.0174
test result:  0.0178
test result:  0.0179
test result:  0.0175
test result:  0.0176
test result:  0.0178
test result:  0.0179
test result:  0.0173
test result:  0.0174
test result:  0.0180
test result:  0.0172
test result:  0.0285
test result:  0.0349
test result:  0.0373
test result:  0.0349
test result:  0.0337
test result:  0.0341
test result:  0.0349
test result:  0.0343
test result:  0.0339
test result:  0.0361
test result:  0.0342
test result:  0.0346
test result:  0.0389
test result:  0.0369
test result:  0.0349
test result:  0.0341
test result:  0.0348
test result:  0.0336
test result:  0.0349
test result:  0.0349
test result:  0.0387
test result:  0.0335
test result:  0.0345
test result:  0.0337
test result:  0.0336
test result:  0.0338
test result:  0.0340
test result:  0.0375
test result:  0.0350
test result:  0.0340
test result:  0.0369
test result:  0.0334
test result:  0.0342
test result:  0.0340
test result:  0.0323
test result:  0.0321
test result:  0.0327
test result:  0.0317
test result:  0.0351
test result:  0.0314
test result:  0.0322
test result:  0.0319
test result:  0.0325
test result:  0.0326
test result:  0.0315
test result:  0.0319
test result:  0.0328
test result:  0.0323
test result:  0.0317
test result:  0.0320
test result:  0.0322
test result:  0.0321
test result:  0.0333
test result:  0.0318
test result:  0.0322
test result:  0.0329
test result:  0.0318
test result:  0.0324
test result:  0.0318
test result:  0.0323
test result:  0.0321
test result:  0.0325
test result:  0.0320
test result:  0.0328
test result:  0.0320
test result:  0.0321
test result:  0.0331mean CD loss pred->GT|GT->pred: 0.00297, 0.00268best so far (pg): 0.00293, 0.00262best so far (gp): 0.00293, 0.00261
test result:  0.0176
test result:  0.0177
test result:  0.0179
test result:  0.0179
test result:  0.0177
test result:  0.0172
test result:  0.0174
test result:  0.0173
test result:  0.0176
test result:  0.0179
test result:  0.0175
test result:  0.0175
test result:  0.0175
test result:  0.0177
test result:  0.0177
test result:  0.0172
test result:  0.0179
test result:  0.0179
test result:  0.0175
test result:  0.0173
test result:  0.0177
test result:  0.0178
test result:  0.0175
test result:  0.0173
test result:  0.0179
test result:  0.0174
test result:  0.0176
test result:  0.0173
test result:  0.0175
test result:  0.0178
test result:  0.0174
test result:  0.0177
test result:  0.0178
test result:  0.0279
test result:  0.0340
test result:  0.0365
test result:  0.0337
test result:  0.0334
test result:  0.0334
test result:  0.0338
test result:  0.0334
test result:  0.0331
test result:  0.0338
test result:  0.0336
test result:  0.0340
test result:  0.0370
test result:  0.0344
test result:  0.0341
test result:  0.0338
test result:  0.0342
test result:  0.0334
test result:  0.0337
test result:  0.0335
test result:  0.0349
test result:  0.0332
test result:  0.0334
test result:  0.0334
test result:  0.0331
test result:  0.0334
test result:  0.0338
test result:  0.0371
test result:  0.0340
test result:  0.0334
test result:  0.0365
test result:  0.0366
test result:  0.0327
test result:  0.0326
test result:  0.0313
test result:  0.0317
test result:  0.0312
test result:  0.0313
test result:  0.0342
test result:  0.0313
test result:  0.0318
test result:  0.0317
test result:  0.0309
test result:  0.0308
test result:  0.0307
test result:  0.0314
test result:  0.0313
test result:  0.0315
test result:  0.0316
test result:  0.0312
test result:  0.0312
test result:  0.0309
test result:  0.0325
test result:  0.0309
test result:  0.0314
test result:  0.0316
test result:  0.0311
test result:  0.0310
test result:  0.0312
test result:  0.0312
test result:  0.0308
test result:  0.0316
test result:  0.0306
test result:  0.0319
test result:  0.0312
test result:  0.0317
test result:  0.0313mean CD loss pred->GT|GT->pred: 0.00294, 0.00260best so far (pg): 0.00293, 0.00262best so far (gp): 0.00294, 0.00260
test result:  0.0167
test result:  0.0171
test result:  0.0172
test result:  0.0169
test result:  0.0167
test result:  0.0167
test result:  0.0166
test result:  0.0169
test result:  0.0168
test result:  0.0166
test result:  0.0172
test result:  0.0166
test result:  0.0168
test result:  0.0169
test result:  0.0168
test result:  0.0168
test result:  0.0173
test result:  0.0170
test result:  0.0172
test result:  0.0172
test result:  0.0169
test result:  0.0170
test result:  0.0169
test result:  0.0167
test result:  0.0170
test result:  0.0169
test result:  0.0170
test result:  0.0171
test result:  0.0171
test result:  0.0173
test result:  0.0167
test result:  0.0171
test result:  0.0166
test result:  0.0280
test result:  0.0347
test result:  0.0385
test result:  0.0341
test result:  0.0337
test result:  0.0346
test result:  0.0347
test result:  0.0331
test result:  0.0337
test result:  0.0354
test result:  0.0333
test result:  0.0336
test result:  0.0379
test result:  0.0341
test result:  0.0348
test result:  0.0338
test result:  0.0347
test result:  0.0334
test result:  0.0337
test result:  0.0352
test result:  0.0400
test result:  0.0330
test result:  0.0336
test result:  0.0334
test result:  0.0336
test result:  0.0336
test result:  0.0344
test result:  0.0382
test result:  0.0339
test result:  0.0335
test result:  0.0378
test result:  0.0338
test result:  0.0338
test result:  0.0330
test result:  0.0314
test result:  0.0311
test result:  0.0318
test result:  0.0318
test result:  0.0333
test result:  0.0321
test result:  0.0315
test result:  0.0317
test result:  0.0311
test result:  0.0315
test result:  0.0310
test result:  0.0320
test result:  0.0318
test result:  0.0321
test result:  0.0315
test result:  0.0316
test result:  0.0314
test result:  0.0317
test result:  0.0335
test result:  0.0315
test result:  0.0320
test result:  0.0316
test result:  0.0311
test result:  0.0313
test result:  0.0316
test result:  0.0316
test result:  0.0317
test result:  0.0315
test result:  0.0322
test result:  0.0318
test result:  0.0324
test result:  0.0322
test result:  0.0322mean CD loss pred->GT|GT->pred: 0.00295, 0.00261best so far (pg): 0.00293, 0.00262best so far (gp): 0.00294, 0.00260
test result:  0.0172
test result:  0.0172
test result:  0.0170
test result:  0.0176
test result:  0.0168
test result:  0.0171
test result:  0.0168
test result:  0.0172
test result:  0.0168
test result:  0.0173
test result:  0.0174
test result:  0.0172
test result:  0.0167
test result:  0.0169
test result:  0.0167
test result:  0.0167
test result:  0.0173
test result:  0.0171
test result:  0.0176
test result:  0.0175
test result:  0.0170
test result:  0.0173
test result:  0.0169
test result:  0.0171
test result:  0.0169
test result:  0.0169
test result:  0.0172
test result:  0.0172
test result:  0.0172
test result:  0.0171
test result:  0.0173
test result:  0.0170
test result:  0.0171
test result:  0.0277
test result:  0.0341
test result:  0.0380
test result:  0.0339
test result:  0.0334
test result:  0.0335
test result:  0.0330
test result:  0.0331
test result:  0.0336
test result:  0.0342
test result:  0.0340
test result:  0.0336
test result:  0.0378
test result:  0.0342
test result:  0.0345
test result:  0.0338
test result:  0.0341
test result:  0.0338
test result:  0.0332
test result:  0.0362
test result:  0.0377
test result:  0.0334
test result:  0.0338
test result:  0.0334
test result:  0.0340
test result:  0.0336
test result:  0.0339
test result:  0.0373
test result:  0.0339
test result:  0.0335
test result:  0.0386
test result:  0.0340
test result:  0.0336
test result:  0.0327
test result:  0.0307
test result:  0.0309
test result:  0.0308
test result:  0.0313
test result:  0.0321
test result:  0.0309
test result:  0.0316
test result:  0.0309
test result:  0.0313
test result:  0.0310
test result:  0.0305
test result:  0.0309
test result:  0.0307
test result:  0.0315
test result:  0.0312
test result:  0.0310
test result:  0.0308
test result:  0.0312
test result:  0.0320
test result:  0.0313
test result:  0.0309
test result:  0.0311
test result:  0.0308
test result:  0.0316
test result:  0.0316
test result:  0.0309
test result:  0.0310
test result:  0.0312
test result:  0.0309
test result:  0.0314
test result:  0.0311
test result:  0.0316
test result:  0.0312mean CD loss pred->GT|GT->pred: 0.00292, 0.00259best so far (pg): 0.00292, 0.00259best so far (gp): 0.00292, 0.00259
test result:  0.0169
test result:  0.0169
test result:  0.0170
test result:  0.0174
test result:  0.0171
test result:  0.0166
test result:  0.0168
test result:  0.0174
test result:  0.0169
test result:  0.0168
test result:  0.0171
test result:  0.0168
test result:  0.0169
test result:  0.0168
test result:  0.0171
test result:  0.0171
test result:  0.0170
test result:  0.0175
test result:  0.0172
test result:  0.0170
test result:  0.0167
test result:  0.0166
test result:  0.0171
test result:  0.0168
test result:  0.0169
test result:  0.0166
test result:  0.0172
test result:  0.0171
test result:  0.0168
test result:  0.0169
test result:  0.0172
test result:  0.0173
test result:  0.0172
test result:  0.0283
test result:  0.0342
test result:  0.0370
test result:  0.0337
test result:  0.0333
test result:  0.0332
test result:  0.0337
test result:  0.0330
test result:  0.0335
test result:  0.0335
test result:  0.0328
test result:  0.0341
test result:  0.0367
test result:  0.0340
test result:  0.0344
test result:  0.0337
test result:  0.0335
test result:  0.0335
test result:  0.0342
test result:  0.0364
test result:  0.0345
test result:  0.0329
test result:  0.0331
test result:  0.0334
test result:  0.0335
test result:  0.0337
test result:  0.0339
test result:  0.0362
test result:  0.0339
test result:  0.0334
test result:  0.0382
test result:  0.0377
test result:  0.0332
test result:  0.0327
test result:  0.0319
test result:  0.0310
test result:  0.0315
test result:  0.0314
test result:  0.0332
test result:  0.0310
test result:  0.0314
test result:  0.0313
test result:  0.0312
test result:  0.0317
test result:  0.0311
test result:  0.0312
test result:  0.0310
test result:  0.0317
test result:  0.0317
test result:  0.0312
test result:  0.0311
test result:  0.0311
test result:  0.0329
test result:  0.0315
test result:  0.0315
test result:  0.0314
test result:  0.0312
test result:  0.0322
test result:  0.0313
test result:  0.0316
test result:  0.0311
test result:  0.0313
test result:  0.0304
test result:  0.0313
test result:  0.0306
test result:  0.0310
test result:  0.0313mean CD loss pred->GT|GT->pred: 0.00294, 0.00257best so far (pg): 0.00292, 0.00259best so far (gp): 0.00294, 0.00257
test result:  0.0162
test result:  0.0164
test result:  0.0167
test result:  0.0170
test result:  0.0160
test result:  0.0163
test result:  0.0164
test result:  0.0166
test result:  0.0164
test result:  0.0168
test result:  0.0168
test result:  0.0163
test result:  0.0159
test result:  0.0165
test result:  0.0163
test result:  0.0167
test result:  0.0168
test result:  0.0163
test result:  0.0166
test result:  0.0165
test result:  0.0166
test result:  0.0168
test result:  0.0163
test result:  0.0165
test result:  0.0166
test result:  0.0168
test result:  0.0164
test result:  0.0164
test result:  0.0169
test result:  0.0165
test result:  0.0166
test result:  0.0166
test result:  0.0166
test result:  0.0280
test result:  0.0338
test result:  0.0360
test result:  0.0339
test result:  0.0334
test result:  0.0339
test result:  0.0340
test result:  0.0330
test result:  0.0336
test result:  0.0330
test result:  0.0331
test result:  0.0332
test result:  0.0374
test result:  0.0336
test result:  0.0330
test result:  0.0332
test result:  0.0338
test result:  0.0331
test result:  0.0343
test result:  0.0337
test result:  0.0378
test result:  0.0334
test result:  0.0325
test result:  0.0337
test result:  0.0335
test result:  0.0333
test result:  0.0336
test result:  0.0346
test result:  0.0337
test result:  0.0332
test result:  0.0397
test result:  0.0335
test result:  0.0327
test result:  0.0326
test result:  0.0310
test result:  0.0309
test result:  0.0310
test result:  0.0315
test result:  0.0326
test result:  0.0315
test result:  0.0311
test result:  0.0315
test result:  0.0306
test result:  0.0314
test result:  0.0313
test result:  0.0310
test result:  0.0309
test result:  0.0309
test result:  0.0310
test result:  0.0306
test result:  0.0312
test result:  0.0307
test result:  0.0328
test result:  0.0309
test result:  0.0309
test result:  0.0311
test result:  0.0312
test result:  0.0308
test result:  0.0309
test result:  0.0317
test result:  0.0314
test result:  0.0316
test result:  0.0314
test result:  0.0312
test result:  0.0310
test result:  0.0318
test result:  0.0311mean CD loss pred->GT|GT->pred: 0.00292, 0.00253best so far (pg): 0.00292, 0.00259best so far (gp): 0.00292, 0.00253
test result:  0.0162
test result:  0.0163
test result:  0.0166
test result:  0.0166
test result:  0.0163
test result:  0.0163
test result:  0.0167
test result:  0.0167
test result:  0.0165
test result:  0.0165
test result:  0.0164
test result:  0.0161
test result:  0.0163
test result:  0.0162
test result:  0.0164
test result:  0.0162
test result:  0.0165
test result:  0.0164
test result:  0.0167
test result:  0.0165
test result:  0.0164
test result:  0.0165
test result:  0.0163
test result:  0.0163
test result:  0.0165
test result:  0.0164
test result:  0.0165
test result:  0.0163
test result:  0.0162
test result:  0.0168
test result:  0.0164
test result:  0.0165
test result:  0.0167
test result:  0.0274
test result:  0.0343
test result:  0.0369
test result:  0.0333
test result:  0.0333
test result:  0.0336
test result:  0.0337
test result:  0.0339
test result:  0.0331
test result:  0.0338
test result:  0.0338
test result:  0.0338
test result:  0.0373
test result:  0.0346
test result:  0.0341
test result:  0.0333
test result:  0.0339
test result:  0.0333
test result:  0.0337
test result:  0.0350
test result:  0.0375
test result:  0.0335
test result:  0.0334
test result:  0.0327
test result:  0.0341
test result:  0.0336
test result:  0.0341
test result:  0.0372
test result:  0.0343
test result:  0.0333
test result:  0.0368
test result:  0.0349
test result:  0.0331
test result:  0.0330
test result:  0.0309
test result:  0.0311
test result:  0.0317
test result:  0.0312
test result:  0.0329
test result:  0.0312
test result:  0.0315
test result:  0.0319
test result:  0.0313
test result:  0.0316
test result:  0.0309
test result:  0.0308
test result:  0.0310
test result:  0.0310
test result:  0.0311
test result:  0.0312
test result:  0.0313
test result:  0.0312
test result:  0.0319
test result:  0.0312
test result:  0.0309
test result:  0.0311
test result:  0.0311
test result:  0.0312
test result:  0.0310
test result:  0.0310
test result:  0.0313
test result:  0.0309
test result:  0.0312
test result:  0.0315
test result:  0.0310
test result:  0.0315
test result:  0.0313mean CD loss pred->GT|GT->pred: 0.00292, 0.00254best so far (pg): 0.00292, 0.00259best so far (gp): 0.00292, 0.00253
test result:  0.0164
test result:  0.0163
test result:  0.0164
test result:  0.0159
test result:  0.0163
test result:  0.0165
test result:  0.0163
test result:  0.0165
test result:  0.0164
test result:  0.0163
test result:  0.0166
test result:  0.0159
test result:  0.0160
test result:  0.0162
test result:  0.0162
test result:  0.0159
test result:  0.0164
test result:  0.0164
test result:  0.0169
test result:  0.0163
test result:  0.0159
test result:  0.0166
test result:  0.0162
test result:  0.0162
test result:  0.0164
test result:  0.0161
test result:  0.0166
test result:  0.0167
test result:  0.0162
test result:  0.0163
test result:  0.0164
test result:  0.0164
test result:  0.0163
test result:  0.0279
test result:  0.0340
test result:  0.0366
test result:  0.0330
test result:  0.0332
test result:  0.0334
test result:  0.0332
test result:  0.0327
test result:  0.0333
test result:  0.0326
test result:  0.0331
test result:  0.0334
test result:  0.0367
test result:  0.0335
test result:  0.0334
test result:  0.0327
test result:  0.0331
test result:  0.0331
test result:  0.0333
test result:  0.0335
test result:  0.0371
test result:  0.0329
test result:  0.0326
test result:  0.0328
test result:  0.0335
test result:  0.0335
test result:  0.0336
test result:  0.0361
test result:  0.0332
test result:  0.0332
test result:  0.0381
test result:  0.0344
test result:  0.0333
test result:  0.0321
test result:  0.0310
test result:  0.0313
test result:  0.0311
test result:  0.0305
test result:  0.0324
test result:  0.0310
test result:  0.0310
test result:  0.0306
test result:  0.0316
test result:  0.0311
test result:  0.0315
test result:  0.0309
test result:  0.0305
test result:  0.0312
test result:  0.0309
test result:  0.0302
test result:  0.0314
test result:  0.0308
test result:  0.0329
test result:  0.0310
test result:  0.0304
test result:  0.0306
test result:  0.0308
test result:  0.0306
test result:  0.0305
test result:  0.0312
test result:  0.0304
test result:  0.0306
test result:  0.0306
test result:  0.0310
test result:  0.0310
test result:  0.0316
test result:  0.0317mean CD loss pred->GT|GT->pred: 0.00290, 0.00251best so far (pg): 0.00290, 0.00251best so far (gp): 0.00290, 0.00251
test result:  0.0166
test result:  0.0166
test result:  0.0171
test result:  0.0167
test result:  0.0164
test result:  0.0170
test result:  0.0165
test result:  0.0172
test result:  0.0166
test result:  0.0164
test result:  0.0168
test result:  0.0168
test result:  0.0163
test result:  0.0168
test result:  0.0166
test result:  0.0169
test result:  0.0173
test result:  0.0171
test result:  0.0174
test result:  0.0167
test result:  0.0169
test result:  0.0169
test result:  0.0164
test result:  0.0169
test result:  0.0163
test result:  0.0165
test result:  0.0169
test result:  0.0165
test result:  0.0168
test result:  0.0167
test result:  0.0166
test result:  0.0169
test result:  0.0166
test result:  0.0271
test result:  0.0336
test result:  0.0375
test result:  0.0331
test result:  0.0331
test result:  0.0340
test result:  0.0327
test result:  0.0324
test result:  0.0330
test result:  0.0333
test result:  0.0333
test result:  0.0334
test result:  0.0376
test result:  0.0333
test result:  0.0341
test result:  0.0338
test result:  0.0333
test result:  0.0336
test result:  0.0329
test result:  0.0337
test result:  0.0380
test result:  0.0331
test result:  0.0334
test result:  0.0323
test result:  0.0332
test result:  0.0331
test result:  0.0335
test result:  0.0380
test result:  0.0336
test result:  0.0327
test result:  0.0383
test result:  0.0337
test result:  0.0330
test result:  0.0328
test result:  0.0300
test result:  0.0306
test result:  0.0314
test result:  0.0303
test result:  0.0319
test result:  0.0305
test result:  0.0301
test result:  0.0311
test result:  0.0309
test result:  0.0305
test result:  0.0310
test result:  0.0308
test result:  0.0311
test result:  0.0301
test result:  0.0309
test result:  0.0307
test result:  0.0306
test result:  0.0309
test result:  0.0309
test result:  0.0303
test result:  0.0307
test result:  0.0302
test result:  0.0310
test result:  0.0306
test result:  0.0316
test result:  0.0306
test result:  0.0305
test result:  0.0307
test result:  0.0304
test result:  0.0305
test result:  0.0314
test result:  0.0309
test result:  0.0309mean CD loss pred->GT|GT->pred: 0.00290, 0.00253best so far (pg): 0.00290, 0.00253best so far (gp): 0.00290, 0.00251
test result:  0.0169
test result:  0.0165
test result:  0.0168
test result:  0.0166
test result:  0.0168
test result:  0.0166
test result:  0.0167
test result:  0.0170
test result:  0.0166
test result:  0.0170
test result:  0.0167
test result:  0.0166
test result:  0.0166
test result:  0.0163
test result:  0.0167
test result:  0.0166
test result:  0.0171
test result:  0.0172
test result:  0.0177
test result:  0.0169
test result:  0.0167
test result:  0.0167
test result:  0.0166
test result:  0.0166
test result:  0.0171
test result:  0.0165
test result:  0.0169
test result:  0.0166
test result:  0.0168
test result:  0.0164
test result:  0.0167
test result:  0.0166
test result:  0.0170
test result:  0.0277
test result:  0.0356
test result:  0.0386
test result:  0.0344
test result:  0.0343
test result:  0.0354
test result:  0.0343
test result:  0.0347
test result:  0.0343
test result:  0.0357
test result:  0.0342
test result:  0.0344
test result:  0.0382
test result:  0.0359
test result:  0.0356
test result:  0.0357
test result:  0.0347
test result:  0.0348
test result:  0.0349
test result:  0.0343
test result:  0.0395
test result:  0.0338
test result:  0.0347
test result:  0.0344
test result:  0.0343
test result:  0.0336
test result:  0.0357
test result:  0.0390
test result:  0.0343
test result:  0.0353
test result:  0.0383
test result:  0.0342
test result:  0.0344
test result:  0.0334
test result:  0.0315
test result:  0.0323
test result:  0.0314
test result:  0.0317
test result:  0.0327
test result:  0.0318
test result:  0.0321
test result:  0.0314
test result:  0.0321
test result:  0.0317
test result:  0.0321
test result:  0.0319
test result:  0.0320
test result:  0.0321
test result:  0.0322
test result:  0.0321
test result:  0.0314
test result:  0.0317
test result:  0.0320
test result:  0.0322
test result:  0.0322
test result:  0.0317
test result:  0.0323
test result:  0.0325
test result:  0.0315
test result:  0.0323
test result:  0.0315
test result:  0.0321
test result:  0.0321
test result:  0.0326
test result:  0.0321
test result:  0.0323
test result:  0.0324mean CD loss pred->GT|GT->pred: 0.00297, 0.00263best so far (pg): 0.00290, 0.00253best so far (gp): 0.00290, 0.00251
test result:  0.0163
test result:  0.0161
test result:  0.0168
test result:  0.0166
test result:  0.0161
test result:  0.0165
test result:  0.0164
test result:  0.0167
test result:  0.0165
test result:  0.0168
test result:  0.0162
test result:  0.0164
test result:  0.0164
test result:  0.0166
test result:  0.0165
test result:  0.0165
test result:  0.0166
test result:  0.0167
test result:  0.0172
test result:  0.0163
test result:  0.0166
test result:  0.0167
test result:  0.0163
test result:  0.0164
test result:  0.0171
test result:  0.0162
test result:  0.0165
test result:  0.0164
test result:  0.0163
test result:  0.0166
test result:  0.0164
test result:  0.0165
test result:  0.0169
test result:  0.0284
test result:  0.0340
test result:  0.0376
test result:  0.0342
test result:  0.0337
test result:  0.0341
test result:  0.0339
test result:  0.0337
test result:  0.0340
test result:  0.0336
test result:  0.0338
test result:  0.0341
test result:  0.0389
test result:  0.0339
test result:  0.0343
test result:  0.0337
test result:  0.0338
test result:  0.0341
test result:  0.0340
test result:  0.0338
test result:  0.0386
test result:  0.0337
test result:  0.0340
test result:  0.0336
test result:  0.0335
test result:  0.0333
test result:  0.0339
test result:  0.0388
test result:  0.0344
test result:  0.0336
test result:  0.0387
test result:  0.0359
test result:  0.0334
test result:  0.0326
test result:  0.0312
test result:  0.0313
test result:  0.0311
test result:  0.0310
test result:  0.0325
test result:  0.0307
test result:  0.0314
test result:  0.0312
test result:  0.0315
test result:  0.0313
test result:  0.0306
test result:  0.0315
test result:  0.0312
test result:  0.0309
test result:  0.0315
test result:  0.0310
test result:  0.0315
test result:  0.0311
test result:  0.0313
test result:  0.0308
test result:  0.0309
test result:  0.0310
test result:  0.0308
test result:  0.0317
test result:  0.0312
test result:  0.0311
test result:  0.0314
test result:  0.0308
test result:  0.0313
test result:  0.0310
test result:  0.0311
test result:  0.0319
test result:  0.0316mean CD loss pred->GT|GT->pred: 0.00292, 0.00257best so far (pg): 0.00290, 0.00253best so far (gp): 0.00290, 0.00251
test result:  0.0165
test result:  0.0168
test result:  0.0173
test result:  0.0168
test result:  0.0167
test result:  0.0163
test result:  0.0170
test result:  0.0168
test result:  0.0168
test result:  0.0168
test result:  0.0166
test result:  0.0165
test result:  0.0161
test result:  0.0172
test result:  0.0167
test result:  0.0162
test result:  0.0170
test result:  0.0170
test result:  0.0173
test result:  0.0170
test result:  0.0165
test result:  0.0167
test result:  0.0163
test result:  0.0165
test result:  0.0167
test result:  0.0165
test result:  0.0171
test result:  0.0166
test result:  0.0168
test result:  0.0166
test result:  0.0166
test result:  0.0168
test result:  0.0167
test result:  0.0285
test result:  0.0336
test result:  0.0367
test result:  0.0338
test result:  0.0333
test result:  0.0338
test result:  0.0337
test result:  0.0331
test result:  0.0336
test result:  0.0331
test result:  0.0329
test result:  0.0334
test result:  0.0369
test result:  0.0347
test result:  0.0335
test result:  0.0336
test result:  0.0334
test result:  0.0335
test result:  0.0341
test result:  0.0368
test result:  0.0346
test result:  0.0331
test result:  0.0331
test result:  0.0330
test result:  0.0337
test result:  0.0330
test result:  0.0336
test result:  0.0358
test result:  0.0333
test result:  0.0333
test result:  0.0379
test result:  0.0348
test result:  0.0336
test result:  0.0325
test result:  0.0307
test result:  0.0305
test result:  0.0308
test result:  0.0310
test result:  0.0332
test result:  0.0314
test result:  0.0310
test result:  0.0315
test result:  0.0308
test result:  0.0318
test result:  0.0310
test result:  0.0303
test result:  0.0311
test result:  0.0307
test result:  0.0315
test result:  0.0308
test result:  0.0308
test result:  0.0305
test result:  0.0317
test result:  0.0309
test result:  0.0308
test result:  0.0311
test result:  0.0315
test result:  0.0313
test result:  0.0309
test result:  0.0313
test result:  0.0307
test result:  0.0314
test result:  0.0301
test result:  0.0311
test result:  0.0310
test result:  0.0308
test result:  0.0315mean CD loss pred->GT|GT->pred: 0.00293, 0.00253best so far (pg): 0.00290, 0.00253best so far (gp): 0.00290, 0.00251
test result:  0.0166
test result:  0.0168
test result:  0.0165
test result:  0.0168
test result:  0.0164
test result:  0.0166
test result:  0.0166
test result:  0.0169
test result:  0.0167
test result:  0.0168
test result:  0.0166
test result:  0.0165
test result:  0.0168
test result:  0.0172
test result:  0.0170
test result:  0.0168
test result:  0.0169
test result:  0.0168
test result:  0.0172
test result:  0.0170
test result:  0.0164
test result:  0.0167
test result:  0.0168
test result:  0.0173
test result:  0.0168
test result:  0.0171
test result:  0.0169
test result:  0.0166
test result:  0.0166
test result:  0.0166
test result:  0.0164
test result:  0.0178
test result:  0.0172
test result:  0.0276
test result:  0.0335
test result:  0.0366
test result:  0.0332
test result:  0.0332
test result:  0.0327
test result:  0.0340
test result:  0.0331
test result:  0.0333
test result:  0.0332
test result:  0.0332
test result:  0.0331
test result:  0.0390
test result:  0.0345
test result:  0.0335
test result:  0.0332
test result:  0.0336
test result:  0.0342
test result:  0.0336
test result:  0.0334
test result:  0.0370
test result:  0.0339
test result:  0.0332
test result:  0.0330
test result:  0.0328
test result:  0.0326
test result:  0.0333
test result:  0.0366
test result:  0.0346
test result:  0.0337
test result:  0.0373
test result:  0.0335
test result:  0.0332
test result:  0.0317
test result:  0.0311
test result:  0.0310
test result:  0.0311
test result:  0.0313
test result:  0.0333
test result:  0.0311
test result:  0.0308
test result:  0.0313
test result:  0.0309
test result:  0.0304
test result:  0.0308
test result:  0.0314
test result:  0.0310
test result:  0.0310
test result:  0.0307
test result:  0.0308
test result:  0.0306
test result:  0.0304
test result:  0.0312
test result:  0.0312
test result:  0.0305
test result:  0.0313
test result:  0.0312
test result:  0.0316
test result:  0.0313
test result:  0.0308
test result:  0.0311
test result:  0.0317
test result:  0.0314
test result:  0.0309
test result:  0.0309
test result:  0.0312
test result:  0.0310mean CD loss pred->GT|GT->pred: 0.00292, 0.00254best so far (pg): 0.00290, 0.00253best so far (gp): 0.00290, 0.00251
test result:  0.0164
test result:  0.0164
test result:  0.0170
test result:  0.0164
test result:  0.0162
test result:  0.0161
test result:  0.0165
test result:  0.0168
test result:  0.0164
test result:  0.0166
test result:  0.0164
test result:  0.0164
test result:  0.0162
test result:  0.0164
test result:  0.0166
test result:  0.0165
test result:  0.0170
test result:  0.0168
test result:  0.0165
test result:  0.0165
test result:  0.0162
test result:  0.0165
test result:  0.0163
test result:  0.0162
test result:  0.0167
test result:  0.0162
test result:  0.0166
test result:  0.0166
test result:  0.0162
test result:  0.0160
test result:  0.0162
test result:  0.0168
test result:  0.0165
test result:  0.0272
test result:  0.0331
test result:  0.0372
test result:  0.0333
test result:  0.0329
test result:  0.0335
test result:  0.0334
test result:  0.0327
test result:  0.0336
test result:  0.0339
test result:  0.0318
test result:  0.0329
test result:  0.0366
test result:  0.0330
test result:  0.0351
test result:  0.0329
test result:  0.0327
test result:  0.0332
test result:  0.0331
test result:  0.0332
test result:  0.0373
test result:  0.0327
test result:  0.0331
test result:  0.0336
test result:  0.0329
test result:  0.0332
test result:  0.0335
test result:  0.0379
test result:  0.0326
test result:  0.0323
test result:  0.0369
test result:  0.0330
test result:  0.0327
test result:  0.0321
test result:  0.0301
test result:  0.0306
test result:  0.0300
test result:  0.0303
test result:  0.0336
test result:  0.0305
test result:  0.0305
test result:  0.0306
test result:  0.0308
test result:  0.0300
test result:  0.0299
test result:  0.0304
test result:  0.0303
test result:  0.0306
test result:  0.0307
test result:  0.0301
test result:  0.0307
test result:  0.0304
test result:  0.0302
test result:  0.0299
test result:  0.0301
test result:  0.0305
test result:  0.0307
test result:  0.0302
test result:  0.0299
test result:  0.0302
test result:  0.0305
test result:  0.0305
test result:  0.0302
test result:  0.0309
test result:  0.0305
test result:  0.0303
test result:  0.0309mean CD loss pred->GT|GT->pred: 0.00289, 0.00248best so far (pg): 0.00289, 0.00248best so far (gp): 0.00289, 0.00248
test result:  0.0161
test result:  0.0160
test result:  0.0163
test result:  0.0160
test result:  0.0157
test result:  0.0163
test result:  0.0161
test result:  0.0167
test result:  0.0163
test result:  0.0163
test result:  0.0169
test result:  0.0161
test result:  0.0159
test result:  0.0166
test result:  0.0168
test result:  0.0159
test result:  0.0161
test result:  0.0163
test result:  0.0169
test result:  0.0161
test result:  0.0166
test result:  0.0161
test result:  0.0161
test result:  0.0165
test result:  0.0164
test result:  0.0163
test result:  0.0163
test result:  0.0165
test result:  0.0160
test result:  0.0163
test result:  0.0164
test result:  0.0167
test result:  0.0166
test result:  0.0276
test result:  0.0327
test result:  0.0369
test result:  0.0328
test result:  0.0327
test result:  0.0337
test result:  0.0330
test result:  0.0332
test result:  0.0326
test result:  0.0331
test result:  0.0332
test result:  0.0321
test result:  0.0372
test result:  0.0339
test result:  0.0326
test result:  0.0329
test result:  0.0332
test result:  0.0330
test result:  0.0340
test result:  0.0330
test result:  0.0348
test result:  0.0326
test result:  0.0326
test result:  0.0330
test result:  0.0329
test result:  0.0330
test result:  0.0332
test result:  0.0338
test result:  0.0334
test result:  0.0337
test result:  0.0363
test result:  0.0326
test result:  0.0332
test result:  0.0320
test result:  0.0303
test result:  0.0301
test result:  0.0306
test result:  0.0304
test result:  0.0322
test result:  0.0303
test result:  0.0305
test result:  0.0307
test result:  0.0304
test result:  0.0306
test result:  0.0303
test result:  0.0305
test result:  0.0302
test result:  0.0303
test result:  0.0303
test result:  0.0306
test result:  0.0310
test result:  0.0305
test result:  0.0310
test result:  0.0308
test result:  0.0305
test result:  0.0308
test result:  0.0301
test result:  0.0303
test result:  0.0302
test result:  0.0303
test result:  0.0304
test result:  0.0308
test result:  0.0298
test result:  0.0302
test result:  0.0308
test result:  0.0305
test result:  0.0307mean CD loss pred->GT|GT->pred: 0.00289, 0.00246best so far (pg): 0.00289, 0.00246best so far (gp): 0.00289, 0.00246
test result:  0.0164
test result:  0.0164
test result:  0.0164
test result:  0.0163
test result:  0.0166
test result:  0.0160
test result:  0.0165
test result:  0.0170
test result:  0.0165
test result:  0.0167
test result:  0.0164
test result:  0.0161
test result:  0.0162
test result:  0.0166
test result:  0.0167
test result:  0.0164
test result:  0.0164
test result:  0.0161
test result:  0.0170
test result:  0.0166
test result:  0.0163
test result:  0.0166
test result:  0.0164
test result:  0.0162
test result:  0.0166
test result:  0.0167
test result:  0.0166
test result:  0.0170
test result:  0.0167
test result:  0.0169
test result:  0.0162
test result:  0.0167
test result:  0.0166
test result:  0.0269
test result:  0.0333
test result:  0.0373
test result:  0.0326
test result:  0.0329
test result:  0.0328
test result:  0.0327
test result:  0.0324
test result:  0.0328
test result:  0.0335
test result:  0.0329
test result:  0.0331
test result:  0.0377
test result:  0.0335
test result:  0.0328
test result:  0.0325
test result:  0.0323
test result:  0.0325
test result:  0.0333
test result:  0.0328
test result:  0.0331
test result:  0.0331
test result:  0.0324
test result:  0.0327
test result:  0.0325
test result:  0.0328
test result:  0.0328
test result:  0.0358
test result:  0.0329
test result:  0.0326
test result:  0.0365
test result:  0.0332
test result:  0.0325
test result:  0.0317
test result:  0.0302
test result:  0.0303
test result:  0.0304
test result:  0.0299
test result:  0.0321
test result:  0.0300
test result:  0.0304
test result:  0.0303
test result:  0.0304
test result:  0.0306
test result:  0.0297
test result:  0.0303
test result:  0.0303
test result:  0.0302
test result:  0.0304
test result:  0.0302
test result:  0.0296
test result:  0.0301
test result:  0.0308
test result:  0.0302
test result:  0.0300
test result:  0.0311
test result:  0.0308
test result:  0.0304
test result:  0.0296
test result:  0.0303
test result:  0.0300
test result:  0.0308
test result:  0.0304
test result:  0.0301
test result:  0.0303
test result:  0.0306
test result:  0.0302mean CD loss pred->GT|GT->pred: 0.00288, 0.00246best so far (pg): 0.00288, 0.00246best so far (gp): 0.00288, 0.00246
test result:  0.0164
test result:  0.0163
test result:  0.0165
test result:  0.0163
test result:  0.0160
test result:  0.0161
test result:  0.0158
test result:  0.0168
test result:  0.0165
test result:  0.0160
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0163
test result:  0.0165
test result:  0.0167
test result:  0.0161
test result:  0.0165
test result:  0.0164
test result:  0.0161
test result:  0.0166
test result:  0.0164
test result:  0.0157
test result:  0.0163
test result:  0.0163
test result:  0.0165
test result:  0.0166
test result:  0.0169
test result:  0.0159
test result:  0.0162
test result:  0.0162
test result:  0.0162
test result:  0.0165
test result:  0.0270
test result:  0.0325
test result:  0.0361
test result:  0.0332
test result:  0.0328
test result:  0.0330
test result:  0.0330
test result:  0.0332
test result:  0.0333
test result:  0.0330
test result:  0.0323
test result:  0.0322
test result:  0.0368
test result:  0.0333
test result:  0.0335
test result:  0.0329
test result:  0.0325
test result:  0.0326
test result:  0.0328
test result:  0.0345
test result:  0.0374
test result:  0.0326
test result:  0.0323
test result:  0.0322
test result:  0.0331
test result:  0.0324
test result:  0.0325
test result:  0.0374
test result:  0.0330
test result:  0.0321
test result:  0.0364
test result:  0.0334
test result:  0.0327
test result:  0.0316
test result:  0.0304
test result:  0.0301
test result:  0.0297
test result:  0.0306
test result:  0.0317
test result:  0.0307
test result:  0.0300
test result:  0.0300
test result:  0.0306
test result:  0.0307
test result:  0.0302
test result:  0.0297
test result:  0.0304
test result:  0.0303
test result:  0.0304
test result:  0.0304
test result:  0.0299
test result:  0.0303
test result:  0.0298
test result:  0.0299
test result:  0.0307
test result:  0.0309
test result:  0.0305
test result:  0.0301
test result:  0.0302
test result:  0.0300
test result:  0.0302
test result:  0.0305
test result:  0.0297
test result:  0.0301
test result:  0.0306
test result:  0.0300
test result:  0.0306mean CD loss pred->GT|GT->pred: 0.00288, 0.00245best so far (pg): 0.00288, 0.00245best so far (gp): 0.00288, 0.00245
test result:  0.0160
test result:  0.0160
test result:  0.0159
test result:  0.0161
test result:  0.0157
test result:  0.0160
test result:  0.0160
test result:  0.0163
test result:  0.0161
test result:  0.0161
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0160
test result:  0.0159
test result:  0.0158
test result:  0.0163
test result:  0.0162
test result:  0.0166
test result:  0.0162
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0162
test result:  0.0165
test result:  0.0162
test result:  0.0162
test result:  0.0163
test result:  0.0160
test result:  0.0157
test result:  0.0158
test result:  0.0161
test result:  0.0161
test result:  0.0268
test result:  0.0332
test result:  0.0365
test result:  0.0327
test result:  0.0327
test result:  0.0328
test result:  0.0333
test result:  0.0333
test result:  0.0325
test result:  0.0323
test result:  0.0327
test result:  0.0331
test result:  0.0362
test result:  0.0325
test result:  0.0344
test result:  0.0327
test result:  0.0331
test result:  0.0325
test result:  0.0324
test result:  0.0331
test result:  0.0337
test result:  0.0323
test result:  0.0324
test result:  0.0324
test result:  0.0332
test result:  0.0330
test result:  0.0325
test result:  0.0377
test result:  0.0328
test result:  0.0319
test result:  0.0370
test result:  0.0326
test result:  0.0331
test result:  0.0317
test result:  0.0295
test result:  0.0304
test result:  0.0299
test result:  0.0304
test result:  0.0319
test result:  0.0303
test result:  0.0301
test result:  0.0299
test result:  0.0303
test result:  0.0299
test result:  0.0296
test result:  0.0301
test result:  0.0304
test result:  0.0301
test result:  0.0309
test result:  0.0308
test result:  0.0307
test result:  0.0301
test result:  0.0311
test result:  0.0302
test result:  0.0303
test result:  0.0297
test result:  0.0304
test result:  0.0305
test result:  0.0308
test result:  0.0301
test result:  0.0297
test result:  0.0309
test result:  0.0304
test result:  0.0306
test result:  0.0301
test result:  0.0305
test result:  0.0314mean CD loss pred->GT|GT->pred: 0.00287, 0.00245best so far (pg): 0.00287, 0.00245best so far (gp): 0.00287, 0.00245
test result:  0.0167
test result:  0.0162
test result:  0.0161
test result:  0.0163
test result:  0.0160
test result:  0.0162
test result:  0.0163
test result:  0.0162
test result:  0.0162
test result:  0.0165
test result:  0.0164
test result:  0.0159
test result:  0.0160
test result:  0.0164
test result:  0.0165
test result:  0.0162
test result:  0.0167
test result:  0.0164
test result:  0.0166
test result:  0.0167
test result:  0.0168
test result:  0.0165
test result:  0.0161
test result:  0.0164
test result:  0.0164
test result:  0.0166
test result:  0.0164
test result:  0.0164
test result:  0.0165
test result:  0.0164
test result:  0.0164
test result:  0.0164
test result:  0.0163
test result:  0.0271
test result:  0.0332
test result:  0.0372
test result:  0.0325
test result:  0.0330
test result:  0.0341
test result:  0.0334
test result:  0.0328
test result:  0.0327
test result:  0.0335
test result:  0.0328
test result:  0.0331
test result:  0.0376
test result:  0.0335
test result:  0.0357
test result:  0.0334
test result:  0.0325
test result:  0.0334
test result:  0.0327
test result:  0.0335
test result:  0.0352
test result:  0.0334
test result:  0.0322
test result:  0.0329
test result:  0.0337
test result:  0.0327
test result:  0.0331
test result:  0.0369
test result:  0.0332
test result:  0.0330
test result:  0.0373
test result:  0.0327
test result:  0.0324
test result:  0.0322
test result:  0.0300
test result:  0.0299
test result:  0.0305
test result:  0.0305
test result:  0.0319
test result:  0.0305
test result:  0.0301
test result:  0.0302
test result:  0.0309
test result:  0.0303
test result:  0.0304
test result:  0.0300
test result:  0.0305
test result:  0.0308
test result:  0.0306
test result:  0.0298
test result:  0.0298
test result:  0.0298
test result:  0.0306
test result:  0.0302
test result:  0.0304
test result:  0.0300
test result:  0.0306
test result:  0.0301
test result:  0.0306
test result:  0.0309
test result:  0.0307
test result:  0.0301
test result:  0.0304
test result:  0.0301
test result:  0.0303
test result:  0.0308
test result:  0.0306mean CD loss pred->GT|GT->pred: 0.00289, 0.00248best so far (pg): 0.00287, 0.00245best so far (gp): 0.00287, 0.00245
test result:  0.0162
test result:  0.0163
test result:  0.0165
test result:  0.0165
test result:  0.0163
test result:  0.0162
test result:  0.0161
test result:  0.0162
test result:  0.0161
test result:  0.0160
test result:  0.0161
test result:  0.0165
test result:  0.0161
test result:  0.0160
test result:  0.0164
test result:  0.0163
test result:  0.0167
test result:  0.0161
test result:  0.0167
test result:  0.0164
test result:  0.0163
test result:  0.0166
test result:  0.0164
test result:  0.0163
test result:  0.0163
test result:  0.0161
test result:  0.0161
test result:  0.0166
test result:  0.0168
test result:  0.0162
test result:  0.0160
test result:  0.0159
test result:  0.0166
test result:  0.0272
test result:  0.0328
test result:  0.0368
test result:  0.0327
test result:  0.0326
test result:  0.0325
test result:  0.0328
test result:  0.0325
test result:  0.0324
test result:  0.0329
test result:  0.0329
test result:  0.0328
test result:  0.0370
test result:  0.0334
test result:  0.0346
test result:  0.0328
test result:  0.0326
test result:  0.0322
test result:  0.0330
test result:  0.0338
test result:  0.0349
test result:  0.0328
test result:  0.0329
test result:  0.0325
test result:  0.0327
test result:  0.0326
test result:  0.0333
test result:  0.0371
test result:  0.0330
test result:  0.0322
test result:  0.0380
test result:  0.0335
test result:  0.0323
test result:  0.0318
test result:  0.0302
test result:  0.0306
test result:  0.0296
test result:  0.0303
test result:  0.0318
test result:  0.0303
test result:  0.0300
test result:  0.0304
test result:  0.0304
test result:  0.0302
test result:  0.0302
test result:  0.0303
test result:  0.0308
test result:  0.0303
test result:  0.0298
test result:  0.0302
test result:  0.0301
test result:  0.0298
test result:  0.0298
test result:  0.0302
test result:  0.0305
test result:  0.0307
test result:  0.0304
test result:  0.0301
test result:  0.0305
test result:  0.0300
test result:  0.0299
test result:  0.0302
test result:  0.0300
test result:  0.0301
test result:  0.0307
test result:  0.0299
test result:  0.0302mean CD loss pred->GT|GT->pred: 0.00287, 0.00246best so far (pg): 0.00287, 0.00245best so far (gp): 0.00287, 0.00245
test result:  0.0160
test result:  0.0162
test result:  0.0164
test result:  0.0165
test result:  0.0160
test result:  0.0161
test result:  0.0165
test result:  0.0164
test result:  0.0165
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0164
test result:  0.0160
test result:  0.0162
test result:  0.0162
test result:  0.0165
test result:  0.0160
test result:  0.0167
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0164
test result:  0.0161
test result:  0.0165
test result:  0.0161
test result:  0.0160
test result:  0.0164
test result:  0.0164
test result:  0.0163
test result:  0.0159
test result:  0.0162
test result:  0.0163
test result:  0.0271
test result:  0.0333
test result:  0.0369
test result:  0.0331
test result:  0.0328
test result:  0.0323
test result:  0.0324
test result:  0.0328
test result:  0.0323
test result:  0.0334
test result:  0.0329
test result:  0.0326
test result:  0.0386
test result:  0.0336
test result:  0.0351
test result:  0.0330
test result:  0.0328
test result:  0.0327
test result:  0.0322
test result:  0.0343
test result:  0.0370
test result:  0.0327
test result:  0.0325
test result:  0.0327
test result:  0.0325
test result:  0.0323
test result:  0.0326
test result:  0.0375
test result:  0.0328
test result:  0.0321
test result:  0.0379
test result:  0.0330
test result:  0.0326
test result:  0.0324
test result:  0.0302
test result:  0.0305
test result:  0.0305
test result:  0.0299
test result:  0.0307
test result:  0.0306
test result:  0.0303
test result:  0.0304
test result:  0.0303
test result:  0.0305
test result:  0.0299
test result:  0.0300
test result:  0.0304
test result:  0.0307
test result:  0.0305
test result:  0.0303
test result:  0.0307
test result:  0.0305
test result:  0.0309
test result:  0.0302
test result:  0.0299
test result:  0.0304
test result:  0.0301
test result:  0.0303
test result:  0.0302
test result:  0.0305
test result:  0.0302
test result:  0.0309
test result:  0.0300
test result:  0.0306
test result:  0.0304
test result:  0.0311
test result:  0.0309mean CD loss pred->GT|GT->pred: 0.00287, 0.00248best so far (pg): 0.00287, 0.00245best so far (gp): 0.00287, 0.00245
test result:  0.0162
test result:  0.0162
test result:  0.0163
test result:  0.0164
test result:  0.0159
test result:  0.0160
test result:  0.0165
test result:  0.0165
test result:  0.0161
test result:  0.0166
test result:  0.0162
test result:  0.0163
test result:  0.0164
test result:  0.0164
test result:  0.0162
test result:  0.0161
test result:  0.0164
test result:  0.0161
test result:  0.0163
test result:  0.0160
test result:  0.0165
test result:  0.0162
test result:  0.0161
test result:  0.0162
test result:  0.0162
test result:  0.0160
test result:  0.0165
test result:  0.0166
test result:  0.0163
test result:  0.0163
test result:  0.0157
test result:  0.0161
test result:  0.0164
test result:  0.0267
test result:  0.0330
test result:  0.0375
test result:  0.0328
test result:  0.0328
test result:  0.0324
test result:  0.0323
test result:  0.0325
test result:  0.0325
test result:  0.0328
test result:  0.0328
test result:  0.0328
test result:  0.0380
test result:  0.0338
test result:  0.0343
test result:  0.0326
test result:  0.0333
test result:  0.0322
test result:  0.0328
test result:  0.0347
test result:  0.0383
test result:  0.0328
test result:  0.0327
test result:  0.0325
test result:  0.0330
test result:  0.0329
test result:  0.0338
test result:  0.0356
test result:  0.0329
test result:  0.0325
test result:  0.0375
test result:  0.0329
test result:  0.0328
test result:  0.0318
test result:  0.0298
test result:  0.0304
test result:  0.0301
test result:  0.0303
test result:  0.0314
test result:  0.0301
test result:  0.0307
test result:  0.0303
test result:  0.0303
test result:  0.0302
test result:  0.0300
test result:  0.0304
test result:  0.0302
test result:  0.0306
test result:  0.0300
test result:  0.0301
test result:  0.0300
test result:  0.0305
test result:  0.0309
test result:  0.0299
test result:  0.0307
test result:  0.0302
test result:  0.0299
test result:  0.0301
test result:  0.0303
test result:  0.0300
test result:  0.0305
test result:  0.0298
test result:  0.0297
test result:  0.0306
test result:  0.0304
test result:  0.0307
test result:  0.0303mean CD loss pred->GT|GT->pred: 0.00287, 0.00247best so far (pg): 0.00287, 0.00245best so far (gp): 0.00287, 0.00245
test result:  0.0164
test result:  0.0160
test result:  0.0160
test result:  0.0160
test result:  0.0157
test result:  0.0160
test result:  0.0162
test result:  0.0159
test result:  0.0156
test result:  0.0162
test result:  0.0161
test result:  0.0162
test result:  0.0156
test result:  0.0164
test result:  0.0162
test result:  0.0159
test result:  0.0164
test result:  0.0159
test result:  0.0164
test result:  0.0162
test result:  0.0161
test result:  0.0161
test result:  0.0158
test result:  0.0160
test result:  0.0164
test result:  0.0164
test result:  0.0163
test result:  0.0162
test result:  0.0162
test result:  0.0160
test result:  0.0164
test result:  0.0160
test result:  0.0160
test result:  0.0271
test result:  0.0331
test result:  0.0372
test result:  0.0329
test result:  0.0324
test result:  0.0327
test result:  0.0326
test result:  0.0322
test result:  0.0329
test result:  0.0331
test result:  0.0334
test result:  0.0327
test result:  0.0372
test result:  0.0329
test result:  0.0335
test result:  0.0332
test result:  0.0328
test result:  0.0328
test result:  0.0328
test result:  0.0328
test result:  0.0333
test result:  0.0330
test result:  0.0325
test result:  0.0327
test result:  0.0325
test result:  0.0328
test result:  0.0331
test result:  0.0372
test result:  0.0327
test result:  0.0323
test result:  0.0345
test result:  0.0337
test result:  0.0327
test result:  0.0320
test result:  0.0301
test result:  0.0300
test result:  0.0300
test result:  0.0309
test result:  0.0305
test result:  0.0306
test result:  0.0300
test result:  0.0305
test result:  0.0303
test result:  0.0300
test result:  0.0303
test result:  0.0300
test result:  0.0300
test result:  0.0305
test result:  0.0298
test result:  0.0301
test result:  0.0297
test result:  0.0303
test result:  0.0306
test result:  0.0299
test result:  0.0300
test result:  0.0308
test result:  0.0297
test result:  0.0301
test result:  0.0301
test result:  0.0300
test result:  0.0296
test result:  0.0304
test result:  0.0298
test result:  0.0302
test result:  0.0301
test result:  0.0304
test result:  0.0308mean CD loss pred->GT|GT->pred: 0.00288, 0.00242best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0161
test result:  0.0163
test result:  0.0160
test result:  0.0162
test result:  0.0159
test result:  0.0157
test result:  0.0163
test result:  0.0161
test result:  0.0158
test result:  0.0160
test result:  0.0162
test result:  0.0163
test result:  0.0157
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0162
test result:  0.0164
test result:  0.0161
test result:  0.0161
test result:  0.0163
test result:  0.0164
test result:  0.0159
test result:  0.0162
test result:  0.0162
test result:  0.0161
test result:  0.0163
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0159
test result:  0.0161
test result:  0.0161
test result:  0.0268
test result:  0.0332
test result:  0.0374
test result:  0.0329
test result:  0.0324
test result:  0.0327
test result:  0.0326
test result:  0.0319
test result:  0.0326
test result:  0.0332
test result:  0.0329
test result:  0.0327
test result:  0.0380
test result:  0.0332
test result:  0.0328
test result:  0.0324
test result:  0.0334
test result:  0.0328
test result:  0.0327
test result:  0.0333
test result:  0.0335
test result:  0.0327
test result:  0.0325
test result:  0.0325
test result:  0.0329
test result:  0.0325
test result:  0.0328
test result:  0.0375
test result:  0.0327
test result:  0.0324
test result:  0.0374
test result:  0.0335
test result:  0.0326
test result:  0.0316
test result:  0.0305
test result:  0.0300
test result:  0.0307
test result:  0.0300
test result:  0.0317
test result:  0.0302
test result:  0.0304
test result:  0.0309
test result:  0.0304
test result:  0.0304
test result:  0.0304
test result:  0.0306
test result:  0.0302
test result:  0.0303
test result:  0.0303
test result:  0.0306
test result:  0.0305
test result:  0.0299
test result:  0.0303
test result:  0.0305
test result:  0.0309
test result:  0.0301
test result:  0.0305
test result:  0.0308
test result:  0.0299
test result:  0.0296
test result:  0.0301
test result:  0.0304
test result:  0.0302
test result:  0.0304
test result:  0.0307
test result:  0.0309
test result:  0.0307mean CD loss pred->GT|GT->pred: 0.00287, 0.00245best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0160
test result:  0.0161
test result:  0.0156
test result:  0.0164
test result:  0.0160
test result:  0.0157
test result:  0.0161
test result:  0.0166
test result:  0.0161
test result:  0.0167
test result:  0.0157
test result:  0.0160
test result:  0.0158
test result:  0.0163
test result:  0.0163
test result:  0.0163
test result:  0.0161
test result:  0.0160
test result:  0.0170
test result:  0.0161
test result:  0.0162
test result:  0.0165
test result:  0.0162
test result:  0.0165
test result:  0.0167
test result:  0.0161
test result:  0.0158
test result:  0.0164
test result:  0.0162
test result:  0.0162
test result:  0.0161
test result:  0.0161
test result:  0.0162
test result:  0.0269
test result:  0.0328
test result:  0.0362
test result:  0.0327
test result:  0.0326
test result:  0.0327
test result:  0.0329
test result:  0.0322
test result:  0.0327
test result:  0.0341
test result:  0.0318
test result:  0.0324
test result:  0.0360
test result:  0.0324
test result:  0.0330
test result:  0.0325
test result:  0.0325
test result:  0.0320
test result:  0.0330
test result:  0.0328
test result:  0.0347
test result:  0.0327
test result:  0.0324
test result:  0.0318
test result:  0.0332
test result:  0.0326
test result:  0.0332
test result:  0.0365
test result:  0.0329
test result:  0.0321
test result:  0.0343
test result:  0.0323
test result:  0.0326
test result:  0.0314
test result:  0.0296
test result:  0.0305
test result:  0.0301
test result:  0.0304
test result:  0.0326
test result:  0.0301
test result:  0.0301
test result:  0.0305
test result:  0.0304
test result:  0.0300
test result:  0.0298
test result:  0.0303
test result:  0.0306
test result:  0.0300
test result:  0.0302
test result:  0.0300
test result:  0.0305
test result:  0.0300
test result:  0.0303
test result:  0.0303
test result:  0.0299
test result:  0.0298
test result:  0.0307
test result:  0.0306
test result:  0.0302
test result:  0.0301
test result:  0.0301
test result:  0.0303
test result:  0.0299
test result:  0.0299
test result:  0.0304
test result:  0.0306
test result:  0.0301mean CD loss pred->GT|GT->pred: 0.00287, 0.00243best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0160
test result:  0.0161
test result:  0.0164
test result:  0.0161
test result:  0.0158
test result:  0.0158
test result:  0.0160
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0162
test result:  0.0159
test result:  0.0160
test result:  0.0163
test result:  0.0161
test result:  0.0158
test result:  0.0163
test result:  0.0169
test result:  0.0165
test result:  0.0158
test result:  0.0162
test result:  0.0159
test result:  0.0160
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0162
test result:  0.0164
test result:  0.0162
test result:  0.0160
test result:  0.0162
test result:  0.0165
test result:  0.0161
test result:  0.0270
test result:  0.0326
test result:  0.0377
test result:  0.0324
test result:  0.0327
test result:  0.0322
test result:  0.0326
test result:  0.0326
test result:  0.0323
test result:  0.0327
test result:  0.0335
test result:  0.0328
test result:  0.0366
test result:  0.0332
test result:  0.0336
test result:  0.0326
test result:  0.0330
test result:  0.0329
test result:  0.0322
test result:  0.0330
test result:  0.0353
test result:  0.0322
test result:  0.0321
test result:  0.0324
test result:  0.0326
test result:  0.0320
test result:  0.0328
test result:  0.0363
test result:  0.0333
test result:  0.0320
test result:  0.0367
test result:  0.0335
test result:  0.0324
test result:  0.0314
test result:  0.0301
test result:  0.0302
test result:  0.0301
test result:  0.0296
test result:  0.0322
test result:  0.0305
test result:  0.0300
test result:  0.0298
test result:  0.0304
test result:  0.0299
test result:  0.0301
test result:  0.0302
test result:  0.0294
test result:  0.0300
test result:  0.0305
test result:  0.0303
test result:  0.0294
test result:  0.0294
test result:  0.0316
test result:  0.0296
test result:  0.0304
test result:  0.0299
test result:  0.0306
test result:  0.0301
test result:  0.0299
test result:  0.0300
test result:  0.0301
test result:  0.0299
test result:  0.0298
test result:  0.0300
test result:  0.0302
test result:  0.0300
test result:  0.0307mean CD loss pred->GT|GT->pred: 0.00287, 0.00243best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0161
test result:  0.0164
test result:  0.0161
test result:  0.0159
test result:  0.0159
test result:  0.0163
test result:  0.0158
test result:  0.0160
test result:  0.0162
test result:  0.0165
test result:  0.0160
test result:  0.0159
test result:  0.0160
test result:  0.0164
test result:  0.0159
test result:  0.0161
test result:  0.0160
test result:  0.0169
test result:  0.0167
test result:  0.0160
test result:  0.0162
test result:  0.0164
test result:  0.0162
test result:  0.0166
test result:  0.0162
test result:  0.0160
test result:  0.0165
test result:  0.0164
test result:  0.0164
test result:  0.0164
test result:  0.0160
test result:  0.0161
test result:  0.0163
test result:  0.0271
test result:  0.0338
test result:  0.0381
test result:  0.0328
test result:  0.0330
test result:  0.0323
test result:  0.0328
test result:  0.0327
test result:  0.0322
test result:  0.0331
test result:  0.0326
test result:  0.0325
test result:  0.0370
test result:  0.0340
test result:  0.0342
test result:  0.0328
test result:  0.0331
test result:  0.0325
test result:  0.0327
test result:  0.0328
test result:  0.0354
test result:  0.0333
test result:  0.0327
test result:  0.0326
test result:  0.0327
test result:  0.0324
test result:  0.0327
test result:  0.0367
test result:  0.0328
test result:  0.0325
test result:  0.0355
test result:  0.0333
test result:  0.0331
test result:  0.0312
test result:  0.0294
test result:  0.0295
test result:  0.0297
test result:  0.0300
test result:  0.0325
test result:  0.0304
test result:  0.0301
test result:  0.0304
test result:  0.0305
test result:  0.0310
test result:  0.0296
test result:  0.0305
test result:  0.0297
test result:  0.0306
test result:  0.0304
test result:  0.0303
test result:  0.0299
test result:  0.0301
test result:  0.0311
test result:  0.0295
test result:  0.0300
test result:  0.0303
test result:  0.0301
test result:  0.0302
test result:  0.0305
test result:  0.0302
test result:  0.0303
test result:  0.0300
test result:  0.0304
test result:  0.0305
test result:  0.0306
test result:  0.0303
test result:  0.0303mean CD loss pred->GT|GT->pred: 0.00288, 0.00245best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0163
test result:  0.0158
test result:  0.0162
test result:  0.0162
test result:  0.0158
test result:  0.0161
test result:  0.0157
test result:  0.0160
test result:  0.0164
test result:  0.0159
test result:  0.0160
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0161
test result:  0.0159
test result:  0.0163
test result:  0.0158
test result:  0.0163
test result:  0.0161
test result:  0.0160
test result:  0.0162
test result:  0.0160
test result:  0.0162
test result:  0.0163
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0158
test result:  0.0159
test result:  0.0163
test result:  0.0163
test result:  0.0263
test result:  0.0335
test result:  0.0377
test result:  0.0327
test result:  0.0329
test result:  0.0325
test result:  0.0331
test result:  0.0327
test result:  0.0326
test result:  0.0338
test result:  0.0323
test result:  0.0326
test result:  0.0373
test result:  0.0336
test result:  0.0340
test result:  0.0332
test result:  0.0334
test result:  0.0329
test result:  0.0325
test result:  0.0337
test result:  0.0368
test result:  0.0319
test result:  0.0330
test result:  0.0325
test result:  0.0334
test result:  0.0329
test result:  0.0332
test result:  0.0368
test result:  0.0331
test result:  0.0329
test result:  0.0367
test result:  0.0326
test result:  0.0323
test result:  0.0315
test result:  0.0305
test result:  0.0307
test result:  0.0304
test result:  0.0302
test result:  0.0315
test result:  0.0309
test result:  0.0303
test result:  0.0303
test result:  0.0305
test result:  0.0305
test result:  0.0299
test result:  0.0304
test result:  0.0302
test result:  0.0302
test result:  0.0307
test result:  0.0301
test result:  0.0304
test result:  0.0302
test result:  0.0299
test result:  0.0297
test result:  0.0304
test result:  0.0304
test result:  0.0301
test result:  0.0304
test result:  0.0304
test result:  0.0300
test result:  0.0301
test result:  0.0303
test result:  0.0303
test result:  0.0312
test result:  0.0298
test result:  0.0297
test result:  0.0304mean CD loss pred->GT|GT->pred: 0.00288, 0.00245best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0163
test result:  0.0162
test result:  0.0163
test result:  0.0167
test result:  0.0162
test result:  0.0160
test result:  0.0166
test result:  0.0168
test result:  0.0163
test result:  0.0165
test result:  0.0163
test result:  0.0160
test result:  0.0165
test result:  0.0165
test result:  0.0166
test result:  0.0162
test result:  0.0161
test result:  0.0171
test result:  0.0166
test result:  0.0164
test result:  0.0165
test result:  0.0163
test result:  0.0163
test result:  0.0165
test result:  0.0161
test result:  0.0165
test result:  0.0164
test result:  0.0163
test result:  0.0165
test result:  0.0165
test result:  0.0165
test result:  0.0166
test result:  0.0165
test result:  0.0276
test result:  0.0334
test result:  0.0369
test result:  0.0330
test result:  0.0327
test result:  0.0327
test result:  0.0327
test result:  0.0329
test result:  0.0332
test result:  0.0337
test result:  0.0326
test result:  0.0336
test result:  0.0374
test result:  0.0328
test result:  0.0331
test result:  0.0334
test result:  0.0330
test result:  0.0329
test result:  0.0338
test result:  0.0334
test result:  0.0368
test result:  0.0329
test result:  0.0329
test result:  0.0326
test result:  0.0330
test result:  0.0328
test result:  0.0323
test result:  0.0367
test result:  0.0339
test result:  0.0326
test result:  0.0382
test result:  0.0329
test result:  0.0327
test result:  0.0320
test result:  0.0304
test result:  0.0303
test result:  0.0306
test result:  0.0301
test result:  0.0326
test result:  0.0306
test result:  0.0303
test result:  0.0305
test result:  0.0306
test result:  0.0306
test result:  0.0304
test result:  0.0297
test result:  0.0305
test result:  0.0302
test result:  0.0303
test result:  0.0306
test result:  0.0300
test result:  0.0301
test result:  0.0311
test result:  0.0302
test result:  0.0304
test result:  0.0302
test result:  0.0301
test result:  0.0301
test result:  0.0305
test result:  0.0307
test result:  0.0300
test result:  0.0306
test result:  0.0300
test result:  0.0308
test result:  0.0300
test result:  0.0301
test result:  0.0306mean CD loss pred->GT|GT->pred: 0.00288, 0.00248best so far (pg): 0.00287, 0.00245best so far (gp): 0.00288, 0.00242
test result:  0.0159
test result:  0.0159
test result:  0.0157
test result:  0.0162
test result:  0.0157
test result:  0.0160
test result:  0.0159
test result:  0.0160
test result:  0.0157
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0158
test result:  0.0160
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0162
test result:  0.0167
test result:  0.0160
test result:  0.0160
test result:  0.0159
test result:  0.0160
test result:  0.0158
test result:  0.0162
test result:  0.0162
test result:  0.0162
test result:  0.0161
test result:  0.0159
test result:  0.0157
test result:  0.0157
test result:  0.0160
test result:  0.0161
test result:  0.0272
test result:  0.0325
test result:  0.0348
test result:  0.0326
test result:  0.0328
test result:  0.0334
test result:  0.0325
test result:  0.0329
test result:  0.0324
test result:  0.0336
test result:  0.0331
test result:  0.0323
test result:  0.0377
test result:  0.0329
test result:  0.0329
test result:  0.0334
test result:  0.0321
test result:  0.0327
test result:  0.0330
test result:  0.0330
test result:  0.0363
test result:  0.0324
test result:  0.0328
test result:  0.0323
test result:  0.0327
test result:  0.0322
test result:  0.0325
test result:  0.0369
test result:  0.0331
test result:  0.0327
test result:  0.0355
test result:  0.0332
test result:  0.0325
test result:  0.0318
test result:  0.0303
test result:  0.0301
test result:  0.0309
test result:  0.0295
test result:  0.0317
test result:  0.0303
test result:  0.0303
test result:  0.0302
test result:  0.0301
test result:  0.0302
test result:  0.0302
test result:  0.0302
test result:  0.0305
test result:  0.0298
test result:  0.0306
test result:  0.0300
test result:  0.0303
test result:  0.0297
test result:  0.0305
test result:  0.0304
test result:  0.0302
test result:  0.0307
test result:  0.0303
test result:  0.0301
test result:  0.0303
test result:  0.0298
test result:  0.0301
test result:  0.0305
test result:  0.0303
test result:  0.0299
test result:  0.0304
test result:  0.0303
test result:  0.0310mean CD loss pred->GT|GT->pred: 0.00287, 0.00244best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0164
test result:  0.0162
test result:  0.0160
test result:  0.0161
test result:  0.0161
test result:  0.0160
test result:  0.0162
test result:  0.0161
test result:  0.0163
test result:  0.0162
test result:  0.0161
test result:  0.0163
test result:  0.0163
test result:  0.0166
test result:  0.0161
test result:  0.0161
test result:  0.0165
test result:  0.0166
test result:  0.0170
test result:  0.0165
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0163
test result:  0.0165
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0162
test result:  0.0161
test result:  0.0164
test result:  0.0271
test result:  0.0330
test result:  0.0368
test result:  0.0332
test result:  0.0327
test result:  0.0334
test result:  0.0329
test result:  0.0329
test result:  0.0323
test result:  0.0332
test result:  0.0325
test result:  0.0328
test result:  0.0368
test result:  0.0328
test result:  0.0332
test result:  0.0336
test result:  0.0332
test result:  0.0329
test result:  0.0331
test result:  0.0338
test result:  0.0348
test result:  0.0332
test result:  0.0328
test result:  0.0331
test result:  0.0332
test result:  0.0332
test result:  0.0338
test result:  0.0369
test result:  0.0335
test result:  0.0332
test result:  0.0361
test result:  0.0332
test result:  0.0324
test result:  0.0321
test result:  0.0302
test result:  0.0309
test result:  0.0313
test result:  0.0309
test result:  0.0325
test result:  0.0306
test result:  0.0305
test result:  0.0309
test result:  0.0304
test result:  0.0305
test result:  0.0304
test result:  0.0307
test result:  0.0297
test result:  0.0305
test result:  0.0301
test result:  0.0301
test result:  0.0306
test result:  0.0298
test result:  0.0313
test result:  0.0306
test result:  0.0308
test result:  0.0304
test result:  0.0305
test result:  0.0301
test result:  0.0309
test result:  0.0303
test result:  0.0301
test result:  0.0311
test result:  0.0308
test result:  0.0309
test result:  0.0313
test result:  0.0302
test result:  0.0308mean CD loss pred->GT|GT->pred: 0.00289, 0.00247best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0162
test result:  0.0159
test result:  0.0164
test result:  0.0163
test result:  0.0159
test result:  0.0159
test result:  0.0160
test result:  0.0163
test result:  0.0158
test result:  0.0162
test result:  0.0161
test result:  0.0161
test result:  0.0160
test result:  0.0161
test result:  0.0161
test result:  0.0159
test result:  0.0161
test result:  0.0167
test result:  0.0163
test result:  0.0164
test result:  0.0163
test result:  0.0160
test result:  0.0158
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0162
test result:  0.0160
test result:  0.0163
test result:  0.0165
test result:  0.0158
test result:  0.0164
test result:  0.0161
test result:  0.0273
test result:  0.0333
test result:  0.0370
test result:  0.0329
test result:  0.0322
test result:  0.0335
test result:  0.0333
test result:  0.0333
test result:  0.0326
test result:  0.0332
test result:  0.0321
test result:  0.0334
test result:  0.0376
test result:  0.0333
test result:  0.0328
test result:  0.0332
test result:  0.0328
test result:  0.0333
test result:  0.0330
test result:  0.0347
test result:  0.0361
test result:  0.0325
test result:  0.0325
test result:  0.0325
test result:  0.0327
test result:  0.0332
test result:  0.0329
test result:  0.0371
test result:  0.0336
test result:  0.0333
test result:  0.0363
test result:  0.0335
test result:  0.0329
test result:  0.0320
test result:  0.0304
test result:  0.0304
test result:  0.0305
test result:  0.0304
test result:  0.0326
test result:  0.0308
test result:  0.0315
test result:  0.0303
test result:  0.0302
test result:  0.0305
test result:  0.0307
test result:  0.0311
test result:  0.0310
test result:  0.0306
test result:  0.0312
test result:  0.0306
test result:  0.0304
test result:  0.0307
test result:  0.0313
test result:  0.0307
test result:  0.0309
test result:  0.0309
test result:  0.0303
test result:  0.0307
test result:  0.0304
test result:  0.0309
test result:  0.0303
test result:  0.0303
test result:  0.0299
test result:  0.0311
test result:  0.0309
test result:  0.0303
test result:  0.0306mean CD loss pred->GT|GT->pred: 0.00290, 0.00247best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0159
test result:  0.0160
test result:  0.0158
test result:  0.0158
test result:  0.0159
test result:  0.0160
test result:  0.0163
test result:  0.0165
test result:  0.0163
test result:  0.0162
test result:  0.0159
test result:  0.0160
test result:  0.0158
test result:  0.0157
test result:  0.0163
test result:  0.0159
test result:  0.0165
test result:  0.0165
test result:  0.0163
test result:  0.0158
test result:  0.0164
test result:  0.0166
test result:  0.0162
test result:  0.0163
test result:  0.0162
test result:  0.0157
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0157
test result:  0.0162
test result:  0.0162
test result:  0.0162
test result:  0.0273
test result:  0.0337
test result:  0.0376
test result:  0.0326
test result:  0.0330
test result:  0.0331
test result:  0.0331
test result:  0.0330
test result:  0.0331
test result:  0.0326
test result:  0.0326
test result:  0.0333
test result:  0.0372
test result:  0.0340
test result:  0.0331
test result:  0.0327
test result:  0.0335
test result:  0.0327
test result:  0.0330
test result:  0.0331
test result:  0.0345
test result:  0.0325
test result:  0.0331
test result:  0.0324
test result:  0.0326
test result:  0.0331
test result:  0.0332
test result:  0.0378
test result:  0.0331
test result:  0.0329
test result:  0.0372
test result:  0.0325
test result:  0.0324
test result:  0.0316
test result:  0.0304
test result:  0.0305
test result:  0.0306
test result:  0.0304
test result:  0.0325
test result:  0.0306
test result:  0.0307
test result:  0.0302
test result:  0.0305
test result:  0.0309
test result:  0.0297
test result:  0.0308
test result:  0.0301
test result:  0.0299
test result:  0.0307
test result:  0.0304
test result:  0.0307
test result:  0.0298
test result:  0.0318
test result:  0.0304
test result:  0.0300
test result:  0.0306
test result:  0.0304
test result:  0.0305
test result:  0.0303
test result:  0.0305
test result:  0.0304
test result:  0.0303
test result:  0.0303
test result:  0.0308
test result:  0.0303
test result:  0.0299
test result:  0.0304mean CD loss pred->GT|GT->pred: 0.00289, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0159
test result:  0.0159
test result:  0.0161
test result:  0.0160
test result:  0.0157
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0158
test result:  0.0157
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0160
test result:  0.0163
test result:  0.0163
test result:  0.0159
test result:  0.0160
test result:  0.0158
test result:  0.0163
test result:  0.0164
test result:  0.0163
test result:  0.0162
test result:  0.0163
test result:  0.0160
test result:  0.0163
test result:  0.0157
test result:  0.0160
test result:  0.0161
test result:  0.0268
test result:  0.0331
test result:  0.0367
test result:  0.0333
test result:  0.0332
test result:  0.0338
test result:  0.0340
test result:  0.0328
test result:  0.0325
test result:  0.0341
test result:  0.0331
test result:  0.0332
test result:  0.0374
test result:  0.0343
test result:  0.0330
test result:  0.0341
test result:  0.0336
test result:  0.0334
test result:  0.0338
test result:  0.0344
test result:  0.0360
test result:  0.0330
test result:  0.0331
test result:  0.0325
test result:  0.0332
test result:  0.0337
test result:  0.0337
test result:  0.0376
test result:  0.0339
test result:  0.0326
test result:  0.0368
test result:  0.0337
test result:  0.0335
test result:  0.0320
test result:  0.0304
test result:  0.0310
test result:  0.0306
test result:  0.0309
test result:  0.0315
test result:  0.0311
test result:  0.0301
test result:  0.0310
test result:  0.0305
test result:  0.0308
test result:  0.0301
test result:  0.0303
test result:  0.0308
test result:  0.0307
test result:  0.0306
test result:  0.0308
test result:  0.0305
test result:  0.0305
test result:  0.0311
test result:  0.0309
test result:  0.0306
test result:  0.0308
test result:  0.0298
test result:  0.0306
test result:  0.0305
test result:  0.0307
test result:  0.0305
test result:  0.0306
test result:  0.0306
test result:  0.0306
test result:  0.0310
test result:  0.0304
test result:  0.0311mean CD loss pred->GT|GT->pred: 0.00290, 0.00248best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0162
test result:  0.0160
test result:  0.0161
test result:  0.0161
test result:  0.0162
test result:  0.0160
test result:  0.0160
test result:  0.0164
test result:  0.0158
test result:  0.0162
test result:  0.0160
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0159
test result:  0.0159
test result:  0.0162
test result:  0.0164
test result:  0.0166
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0161
test result:  0.0160
test result:  0.0164
test result:  0.0162
test result:  0.0162
test result:  0.0166
test result:  0.0161
test result:  0.0162
test result:  0.0160
test result:  0.0163
test result:  0.0161
test result:  0.0272
test result:  0.0333
test result:  0.0369
test result:  0.0329
test result:  0.0325
test result:  0.0332
test result:  0.0335
test result:  0.0323
test result:  0.0324
test result:  0.0336
test result:  0.0327
test result:  0.0330
test result:  0.0370
test result:  0.0337
test result:  0.0336
test result:  0.0334
test result:  0.0335
test result:  0.0334
test result:  0.0334
test result:  0.0338
test result:  0.0369
test result:  0.0330
test result:  0.0325
test result:  0.0326
test result:  0.0324
test result:  0.0328
test result:  0.0339
test result:  0.0365
test result:  0.0326
test result:  0.0326
test result:  0.0363
test result:  0.0321
test result:  0.0328
test result:  0.0322
test result:  0.0298
test result:  0.0306
test result:  0.0308
test result:  0.0308
test result:  0.0318
test result:  0.0309
test result:  0.0304
test result:  0.0310
test result:  0.0303
test result:  0.0312
test result:  0.0303
test result:  0.0305
test result:  0.0299
test result:  0.0306
test result:  0.0301
test result:  0.0301
test result:  0.0305
test result:  0.0305
test result:  0.0306
test result:  0.0304
test result:  0.0307
test result:  0.0313
test result:  0.0302
test result:  0.0302
test result:  0.0307
test result:  0.0302
test result:  0.0303
test result:  0.0305
test result:  0.0304
test result:  0.0305
test result:  0.0303
test result:  0.0310
test result:  0.0310mean CD loss pred->GT|GT->pred: 0.00289, 0.00246best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0161
test result:  0.0164
test result:  0.0165
test result:  0.0168
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0166
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0161
test result:  0.0167
test result:  0.0164
test result:  0.0162
test result:  0.0161
test result:  0.0163
test result:  0.0161
test result:  0.0163
test result:  0.0165
test result:  0.0160
test result:  0.0162
test result:  0.0164
test result:  0.0160
test result:  0.0167
test result:  0.0161
test result:  0.0163
test result:  0.0162
test result:  0.0272
test result:  0.0332
test result:  0.0358
test result:  0.0333
test result:  0.0328
test result:  0.0325
test result:  0.0329
test result:  0.0328
test result:  0.0327
test result:  0.0329
test result:  0.0336
test result:  0.0331
test result:  0.0371
test result:  0.0345
test result:  0.0331
test result:  0.0331
test result:  0.0324
test result:  0.0329
test result:  0.0334
test result:  0.0328
test result:  0.0374
test result:  0.0328
test result:  0.0330
test result:  0.0329
test result:  0.0330
test result:  0.0329
test result:  0.0323
test result:  0.0367
test result:  0.0335
test result:  0.0330
test result:  0.0375
test result:  0.0332
test result:  0.0329
test result:  0.0327
test result:  0.0303
test result:  0.0300
test result:  0.0303
test result:  0.0298
test result:  0.0326
test result:  0.0308
test result:  0.0301
test result:  0.0301
test result:  0.0302
test result:  0.0303
test result:  0.0302
test result:  0.0302
test result:  0.0304
test result:  0.0303
test result:  0.0299
test result:  0.0303
test result:  0.0308
test result:  0.0300
test result:  0.0306
test result:  0.0302
test result:  0.0308
test result:  0.0316
test result:  0.0303
test result:  0.0307
test result:  0.0304
test result:  0.0304
test result:  0.0308
test result:  0.0305
test result:  0.0309
test result:  0.0308
test result:  0.0307
test result:  0.0305
test result:  0.0309mean CD loss pred->GT|GT->pred: 0.00289, 0.00247best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0158
test result:  0.0159
test result:  0.0162
test result:  0.0162
test result:  0.0160
test result:  0.0160
test result:  0.0160
test result:  0.0160
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0160
test result:  0.0162
test result:  0.0160
test result:  0.0159
test result:  0.0166
test result:  0.0160
test result:  0.0167
test result:  0.0163
test result:  0.0163
test result:  0.0163
test result:  0.0165
test result:  0.0165
test result:  0.0161
test result:  0.0160
test result:  0.0163
test result:  0.0159
test result:  0.0164
test result:  0.0160
test result:  0.0162
test result:  0.0161
test result:  0.0162
test result:  0.0165
test result:  0.0277
test result:  0.0333
test result:  0.0370
test result:  0.0328
test result:  0.0331
test result:  0.0335
test result:  0.0327
test result:  0.0334
test result:  0.0325
test result:  0.0332
test result:  0.0333
test result:  0.0334
test result:  0.0379
test result:  0.0339
test result:  0.0357
test result:  0.0332
test result:  0.0330
test result:  0.0327
test result:  0.0330
test result:  0.0339
test result:  0.0342
test result:  0.0331
test result:  0.0323
test result:  0.0330
test result:  0.0331
test result:  0.0330
test result:  0.0330
test result:  0.0373
test result:  0.0335
test result:  0.0329
test result:  0.0376
test result:  0.0343
test result:  0.0323
test result:  0.0323
test result:  0.0312
test result:  0.0301
test result:  0.0308
test result:  0.0311
test result:  0.0332
test result:  0.0305
test result:  0.0302
test result:  0.0302
test result:  0.0312
test result:  0.0306
test result:  0.0301
test result:  0.0305
test result:  0.0305
test result:  0.0305
test result:  0.0306
test result:  0.0299
test result:  0.0303
test result:  0.0303
test result:  0.0326
test result:  0.0306
test result:  0.0311
test result:  0.0303
test result:  0.0301
test result:  0.0308
test result:  0.0302
test result:  0.0303
test result:  0.0306
test result:  0.0307
test result:  0.0305
test result:  0.0310
test result:  0.0314
test result:  0.0302
test result:  0.0308mean CD loss pred->GT|GT->pred: 0.00290, 0.00248best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0160
test result:  0.0162
test result:  0.0161
test result:  0.0161
test result:  0.0162
test result:  0.0162
test result:  0.0158
test result:  0.0159
test result:  0.0162
test result:  0.0162
test result:  0.0160
test result:  0.0162
test result:  0.0163
test result:  0.0161
test result:  0.0160
test result:  0.0159
test result:  0.0160
test result:  0.0162
test result:  0.0161
test result:  0.0162
test result:  0.0157
test result:  0.0160
test result:  0.0162
test result:  0.0160
test result:  0.0163
test result:  0.0162
test result:  0.0160
test result:  0.0160
test result:  0.0161
test result:  0.0273
test result:  0.0329
test result:  0.0364
test result:  0.0329
test result:  0.0326
test result:  0.0321
test result:  0.0332
test result:  0.0324
test result:  0.0332
test result:  0.0330
test result:  0.0331
test result:  0.0331
test result:  0.0374
test result:  0.0333
test result:  0.0327
test result:  0.0327
test result:  0.0330
test result:  0.0325
test result:  0.0326
test result:  0.0333
test result:  0.0367
test result:  0.0325
test result:  0.0332
test result:  0.0325
test result:  0.0327
test result:  0.0331
test result:  0.0330
test result:  0.0359
test result:  0.0338
test result:  0.0327
test result:  0.0351
test result:  0.0333
test result:  0.0330
test result:  0.0319
test result:  0.0306
test result:  0.0305
test result:  0.0302
test result:  0.0306
test result:  0.0320
test result:  0.0306
test result:  0.0304
test result:  0.0303
test result:  0.0299
test result:  0.0308
test result:  0.0303
test result:  0.0307
test result:  0.0299
test result:  0.0308
test result:  0.0303
test result:  0.0307
test result:  0.0304
test result:  0.0298
test result:  0.0324
test result:  0.0307
test result:  0.0306
test result:  0.0307
test result:  0.0301
test result:  0.0305
test result:  0.0298
test result:  0.0308
test result:  0.0305
test result:  0.0302
test result:  0.0303
test result:  0.0306
test result:  0.0307
test result:  0.0306
test result:  0.0313mean CD loss pred->GT|GT->pred: 0.00289, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0158
test result:  0.0158
test result:  0.0159
test result:  0.0162
test result:  0.0159
test result:  0.0159
test result:  0.0157
test result:  0.0163
test result:  0.0162
test result:  0.0165
test result:  0.0157
test result:  0.0158
test result:  0.0157
test result:  0.0162
test result:  0.0161
test result:  0.0157
test result:  0.0160
test result:  0.0164
test result:  0.0163
test result:  0.0160
test result:  0.0162
test result:  0.0160
test result:  0.0161
test result:  0.0163
test result:  0.0159
test result:  0.0157
test result:  0.0159
test result:  0.0160
test result:  0.0161
test result:  0.0159
test result:  0.0159
test result:  0.0161
test result:  0.0161
test result:  0.0268
test result:  0.0329
test result:  0.0372
test result:  0.0335
test result:  0.0328
test result:  0.0333
test result:  0.0330
test result:  0.0327
test result:  0.0328
test result:  0.0333
test result:  0.0325
test result:  0.0328
test result:  0.0377
test result:  0.0333
test result:  0.0326
test result:  0.0324
test result:  0.0324
test result:  0.0334
test result:  0.0333
test result:  0.0344
test result:  0.0373
test result:  0.0327
test result:  0.0331
test result:  0.0327
test result:  0.0323
test result:  0.0325
test result:  0.0334
test result:  0.0364
test result:  0.0328
test result:  0.0328
test result:  0.0355
test result:  0.0327
test result:  0.0333
test result:  0.0317
test result:  0.0311
test result:  0.0306
test result:  0.0303
test result:  0.0307
test result:  0.0329
test result:  0.0307
test result:  0.0305
test result:  0.0308
test result:  0.0309
test result:  0.0304
test result:  0.0300
test result:  0.0303
test result:  0.0304
test result:  0.0306
test result:  0.0304
test result:  0.0303
test result:  0.0303
test result:  0.0305
test result:  0.0318
test result:  0.0304
test result:  0.0303
test result:  0.0305
test result:  0.0299
test result:  0.0307
test result:  0.0303
test result:  0.0301
test result:  0.0302
test result:  0.0304
test result:  0.0308
test result:  0.0310
test result:  0.0311
test result:  0.0311
test result:  0.0306mean CD loss pred->GT|GT->pred: 0.00290, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0162
test result:  0.0161
test result:  0.0161
test result:  0.0160
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0166
test result:  0.0159
test result:  0.0161
test result:  0.0161
test result:  0.0157
test result:  0.0159
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0164
test result:  0.0167
test result:  0.0161
test result:  0.0156
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0162
test result:  0.0161
test result:  0.0159
test result:  0.0162
test result:  0.0160
test result:  0.0163
test result:  0.0161
test result:  0.0160
test result:  0.0162
test result:  0.0268
test result:  0.0330
test result:  0.0369
test result:  0.0325
test result:  0.0325
test result:  0.0336
test result:  0.0332
test result:  0.0331
test result:  0.0327
test result:  0.0328
test result:  0.0325
test result:  0.0335
test result:  0.0362
test result:  0.0336
test result:  0.0331
test result:  0.0330
test result:  0.0332
test result:  0.0332
test result:  0.0333
test result:  0.0334
test result:  0.0352
test result:  0.0325
test result:  0.0332
test result:  0.0325
test result:  0.0329
test result:  0.0329
test result:  0.0333
test result:  0.0370
test result:  0.0330
test result:  0.0331
test result:  0.0365
test result:  0.0333
test result:  0.0328
test result:  0.0317
test result:  0.0305
test result:  0.0303
test result:  0.0306
test result:  0.0302
test result:  0.0315
test result:  0.0307
test result:  0.0305
test result:  0.0298
test result:  0.0305
test result:  0.0303
test result:  0.0304
test result:  0.0307
test result:  0.0304
test result:  0.0299
test result:  0.0303
test result:  0.0304
test result:  0.0303
test result:  0.0310
test result:  0.0321
test result:  0.0303
test result:  0.0304
test result:  0.0306
test result:  0.0305
test result:  0.0300
test result:  0.0304
test result:  0.0301
test result:  0.0303
test result:  0.0303
test result:  0.0301
test result:  0.0307
test result:  0.0303
test result:  0.0312
test result:  0.0303mean CD loss pred->GT|GT->pred: 0.00289, 0.00244best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0160
test result:  0.0158
test result:  0.0163
test result:  0.0162
test result:  0.0156
test result:  0.0159
test result:  0.0159
test result:  0.0163
test result:  0.0157
test result:  0.0159
test result:  0.0159
test result:  0.0159
test result:  0.0159
test result:  0.0161
test result:  0.0161
test result:  0.0158
test result:  0.0164
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0159
test result:  0.0157
test result:  0.0161
test result:  0.0162
test result:  0.0158
test result:  0.0164
test result:  0.0161
test result:  0.0158
test result:  0.0160
test result:  0.0160
test result:  0.0155
test result:  0.0159
test result:  0.0274
test result:  0.0332
test result:  0.0361
test result:  0.0330
test result:  0.0324
test result:  0.0328
test result:  0.0330
test result:  0.0324
test result:  0.0326
test result:  0.0336
test result:  0.0330
test result:  0.0327
test result:  0.0371
test result:  0.0327
test result:  0.0343
test result:  0.0337
test result:  0.0335
test result:  0.0328
test result:  0.0333
test result:  0.0340
test result:  0.0364
test result:  0.0330
test result:  0.0327
test result:  0.0328
test result:  0.0326
test result:  0.0326
test result:  0.0329
test result:  0.0372
test result:  0.0330
test result:  0.0327
test result:  0.0340
test result:  0.0333
test result:  0.0328
test result:  0.0317
test result:  0.0304
test result:  0.0305
test result:  0.0303
test result:  0.0311
test result:  0.0326
test result:  0.0305
test result:  0.0306
test result:  0.0307
test result:  0.0302
test result:  0.0313
test result:  0.0306
test result:  0.0314
test result:  0.0304
test result:  0.0306
test result:  0.0304
test result:  0.0304
test result:  0.0305
test result:  0.0302
test result:  0.0317
test result:  0.0302
test result:  0.0304
test result:  0.0307
test result:  0.0299
test result:  0.0305
test result:  0.0310
test result:  0.0305
test result:  0.0307
test result:  0.0309
test result:  0.0307
test result:  0.0313
test result:  0.0307
test result:  0.0302
test result:  0.0309mean CD loss pred->GT|GT->pred: 0.00290, 0.00244best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0159
test result:  0.0159
test result:  0.0160
test result:  0.0162
test result:  0.0160
test result:  0.0161
test result:  0.0160
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0163
test result:  0.0159
test result:  0.0159
test result:  0.0162
test result:  0.0158
test result:  0.0160
test result:  0.0160
test result:  0.0163
test result:  0.0163
test result:  0.0160
test result:  0.0159
test result:  0.0162
test result:  0.0157
test result:  0.0162
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0157
test result:  0.0161
test result:  0.0163
test result:  0.0161
test result:  0.0161
test result:  0.0272
test result:  0.0332
test result:  0.0370
test result:  0.0325
test result:  0.0333
test result:  0.0328
test result:  0.0329
test result:  0.0328
test result:  0.0329
test result:  0.0333
test result:  0.0329
test result:  0.0327
test result:  0.0372
test result:  0.0334
test result:  0.0333
test result:  0.0328
test result:  0.0324
test result:  0.0329
test result:  0.0324
test result:  0.0330
test result:  0.0346
test result:  0.0329
test result:  0.0328
test result:  0.0333
test result:  0.0328
test result:  0.0329
test result:  0.0336
test result:  0.0346
test result:  0.0326
test result:  0.0331
test result:  0.0382
test result:  0.0327
test result:  0.0329
test result:  0.0325
test result:  0.0310
test result:  0.0306
test result:  0.0305
test result:  0.0307
test result:  0.0329
test result:  0.0312
test result:  0.0307
test result:  0.0305
test result:  0.0306
test result:  0.0308
test result:  0.0307
test result:  0.0304
test result:  0.0307
test result:  0.0308
test result:  0.0305
test result:  0.0307
test result:  0.0316
test result:  0.0304
test result:  0.0302
test result:  0.0308
test result:  0.0307
test result:  0.0310
test result:  0.0302
test result:  0.0302
test result:  0.0304
test result:  0.0307
test result:  0.0305
test result:  0.0306
test result:  0.0310
test result:  0.0312
test result:  0.0304
test result:  0.0306
test result:  0.0311mean CD loss pred->GT|GT->pred: 0.00290, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0158
test result:  0.0157
test result:  0.0160
test result:  0.0159
test result:  0.0157
test result:  0.0161
test result:  0.0159
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0161
test result:  0.0159
test result:  0.0157
test result:  0.0162
test result:  0.0160
test result:  0.0163
test result:  0.0160
test result:  0.0159
test result:  0.0163
test result:  0.0161
test result:  0.0163
test result:  0.0163
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0158
test result:  0.0156
test result:  0.0161
test result:  0.0161
test result:  0.0157
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0269
test result:  0.0341
test result:  0.0359
test result:  0.0325
test result:  0.0326
test result:  0.0327
test result:  0.0328
test result:  0.0332
test result:  0.0331
test result:  0.0329
test result:  0.0331
test result:  0.0330
test result:  0.0376
test result:  0.0331
test result:  0.0338
test result:  0.0332
test result:  0.0331
test result:  0.0334
test result:  0.0328
test result:  0.0342
test result:  0.0359
test result:  0.0331
test result:  0.0326
test result:  0.0332
test result:  0.0327
test result:  0.0326
test result:  0.0328
test result:  0.0369
test result:  0.0336
test result:  0.0328
test result:  0.0361
test result:  0.0339
test result:  0.0327
test result:  0.0318
test result:  0.0305
test result:  0.0306
test result:  0.0307
test result:  0.0307
test result:  0.0318
test result:  0.0305
test result:  0.0308
test result:  0.0305
test result:  0.0311
test result:  0.0306
test result:  0.0306
test result:  0.0305
test result:  0.0307
test result:  0.0306
test result:  0.0303
test result:  0.0307
test result:  0.0313
test result:  0.0314
test result:  0.0323
test result:  0.0307
test result:  0.0308
test result:  0.0311
test result:  0.0303
test result:  0.0308
test result:  0.0309
test result:  0.0309
test result:  0.0305
test result:  0.0309
test result:  0.0310
test result:  0.0305
test result:  0.0311
test result:  0.0307
test result:  0.0306mean CD loss pred->GT|GT->pred: 0.00290, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0160
test result:  0.0163
test result:  0.0157
test result:  0.0160
test result:  0.0158
test result:  0.0160
test result:  0.0158
test result:  0.0159
test result:  0.0159
test result:  0.0162
test result:  0.0159
test result:  0.0161
test result:  0.0157
test result:  0.0160
test result:  0.0158
test result:  0.0158
test result:  0.0159
test result:  0.0164
test result:  0.0164
test result:  0.0157
test result:  0.0162
test result:  0.0159
test result:  0.0159
test result:  0.0157
test result:  0.0159
test result:  0.0158
test result:  0.0160
test result:  0.0161
test result:  0.0157
test result:  0.0162
test result:  0.0160
test result:  0.0159
test result:  0.0161
test result:  0.0274
test result:  0.0330
test result:  0.0372
test result:  0.0331
test result:  0.0333
test result:  0.0333
test result:  0.0325
test result:  0.0329
test result:  0.0331
test result:  0.0331
test result:  0.0338
test result:  0.0330
test result:  0.0375
test result:  0.0330
test result:  0.0332
test result:  0.0328
test result:  0.0331
test result:  0.0329
test result:  0.0336
test result:  0.0348
test result:  0.0353
test result:  0.0323
test result:  0.0327
test result:  0.0327
test result:  0.0326
test result:  0.0329
test result:  0.0333
test result:  0.0364
test result:  0.0337
test result:  0.0324
test result:  0.0362
test result:  0.0329
test result:  0.0329
test result:  0.0319
test result:  0.0306
test result:  0.0302
test result:  0.0303
test result:  0.0304
test result:  0.0326
test result:  0.0303
test result:  0.0300
test result:  0.0306
test result:  0.0300
test result:  0.0314
test result:  0.0302
test result:  0.0302
test result:  0.0305
test result:  0.0302
test result:  0.0309
test result:  0.0303
test result:  0.0304
test result:  0.0306
test result:  0.0310
test result:  0.0304
test result:  0.0306
test result:  0.0306
test result:  0.0300
test result:  0.0300
test result:  0.0300
test result:  0.0300
test result:  0.0299
test result:  0.0302
test result:  0.0305
test result:  0.0307
test result:  0.0305
test result:  0.0307
test result:  0.0310mean CD loss pred->GT|GT->pred: 0.00290, 0.00244best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0160
test result:  0.0157
test result:  0.0160
test result:  0.0162
test result:  0.0161
test result:  0.0159
test result:  0.0158
test result:  0.0163
test result:  0.0160
test result:  0.0159
test result:  0.0159
test result:  0.0158
test result:  0.0157
test result:  0.0158
test result:  0.0163
test result:  0.0159
test result:  0.0158
test result:  0.0161
test result:  0.0163
test result:  0.0156
test result:  0.0157
test result:  0.0162
test result:  0.0159
test result:  0.0160
test result:  0.0157
test result:  0.0159
test result:  0.0160
test result:  0.0160
test result:  0.0155
test result:  0.0158
test result:  0.0158
test result:  0.0160
test result:  0.0161
test result:  0.0272
test result:  0.0332
test result:  0.0378
test result:  0.0331
test result:  0.0327
test result:  0.0335
test result:  0.0329
test result:  0.0328
test result:  0.0333
test result:  0.0330
test result:  0.0332
test result:  0.0328
test result:  0.0374
test result:  0.0331
test result:  0.0335
test result:  0.0331
test result:  0.0325
test result:  0.0331
test result:  0.0335
test result:  0.0339
test result:  0.0348
test result:  0.0327
test result:  0.0328
test result:  0.0332
test result:  0.0331
test result:  0.0336
test result:  0.0327
test result:  0.0381
test result:  0.0330
test result:  0.0325
test result:  0.0366
test result:  0.0348
test result:  0.0326
test result:  0.0319
test result:  0.0305
test result:  0.0305
test result:  0.0306
test result:  0.0304
test result:  0.0321
test result:  0.0307
test result:  0.0305
test result:  0.0298
test result:  0.0296
test result:  0.0306
test result:  0.0303
test result:  0.0306
test result:  0.0311
test result:  0.0300
test result:  0.0307
test result:  0.0303
test result:  0.0310
test result:  0.0309
test result:  0.0314
test result:  0.0306
test result:  0.0307
test result:  0.0302
test result:  0.0306
test result:  0.0306
test result:  0.0307
test result:  0.0304
test result:  0.0308
test result:  0.0304
test result:  0.0306
test result:  0.0305
test result:  0.0308
test result:  0.0306
test result:  0.0311mean CD loss pred->GT|GT->pred: 0.00290, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00242
test result:  0.0154
test result:  0.0155
test result:  0.0156
test result:  0.0157
test result:  0.0155
test result:  0.0156
test result:  0.0157
test result:  0.0155
test result:  0.0159
test result:  0.0157
test result:  0.0160
test result:  0.0157
test result:  0.0159
test result:  0.0155
test result:  0.0157
test result:  0.0159
test result:  0.0158
test result:  0.0158
test result:  0.0159
test result:  0.0157
test result:  0.0158
test result:  0.0159
test result:  0.0158
test result:  0.0160
test result:  0.0155
test result:  0.0156
test result:  0.0159
test result:  0.0157
test result:  0.0157
test result:  0.0159
test result:  0.0154
test result:  0.0159
test result:  0.0164
test result:  0.0268
test result:  0.0328
test result:  0.0372
test result:  0.0331
test result:  0.0328
test result:  0.0327
test result:  0.0321
test result:  0.0320
test result:  0.0321
test result:  0.0325
test result:  0.0325
test result:  0.0335
test result:  0.0370
test result:  0.0335
test result:  0.0333
test result:  0.0328
test result:  0.0328
test result:  0.0330
test result:  0.0335
test result:  0.0328
test result:  0.0345
test result:  0.0327
test result:  0.0331
test result:  0.0325
test result:  0.0329
test result:  0.0331
test result:  0.0332
test result:  0.0353
test result:  0.0329
test result:  0.0328
test result:  0.0364
test result:  0.0330
test result:  0.0328
test result:  0.0322
test result:  0.0309
test result:  0.0301
test result:  0.0301
test result:  0.0304
test result:  0.0318
test result:  0.0303
test result:  0.0298
test result:  0.0300
test result:  0.0303
test result:  0.0306
test result:  0.0306
test result:  0.0305
test result:  0.0306
test result:  0.0305
test result:  0.0307
test result:  0.0299
test result:  0.0303
test result:  0.0301
test result:  0.0315
test result:  0.0309
test result:  0.0297
test result:  0.0306
test result:  0.0303
test result:  0.0303
test result:  0.0303
test result:  0.0301
test result:  0.0303
test result:  0.0299
test result:  0.0301
test result:  0.0302
test result:  0.0299
test result:  0.0298
test result:  0.0303mean CD loss pred->GT|GT->pred: 0.00288, 0.00241best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0160
test result:  0.0163
test result:  0.0161
test result:  0.0165
test result:  0.0159
test result:  0.0161
test result:  0.0160
test result:  0.0162
test result:  0.0160
test result:  0.0161
test result:  0.0160
test result:  0.0163
test result:  0.0157
test result:  0.0161
test result:  0.0162
test result:  0.0164
test result:  0.0163
test result:  0.0162
test result:  0.0159
test result:  0.0158
test result:  0.0162
test result:  0.0159
test result:  0.0159
test result:  0.0160
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0159
test result:  0.0168
test result:  0.0162
test result:  0.0160
test result:  0.0164
test result:  0.0275
test result:  0.0332
test result:  0.0372
test result:  0.0326
test result:  0.0329
test result:  0.0330
test result:  0.0328
test result:  0.0324
test result:  0.0329
test result:  0.0330
test result:  0.0329
test result:  0.0322
test result:  0.0370
test result:  0.0329
test result:  0.0328
test result:  0.0329
test result:  0.0328
test result:  0.0329
test result:  0.0331
test result:  0.0334
test result:  0.0343
test result:  0.0329
test result:  0.0326
test result:  0.0327
test result:  0.0329
test result:  0.0325
test result:  0.0332
test result:  0.0369
test result:  0.0338
test result:  0.0330
test result:  0.0350
test result:  0.0342
test result:  0.0324
test result:  0.0320
test result:  0.0304
test result:  0.0307
test result:  0.0296
test result:  0.0304
test result:  0.0326
test result:  0.0308
test result:  0.0299
test result:  0.0306
test result:  0.0304
test result:  0.0308
test result:  0.0310
test result:  0.0301
test result:  0.0307
test result:  0.0302
test result:  0.0302
test result:  0.0310
test result:  0.0308
test result:  0.0303
test result:  0.0319
test result:  0.0307
test result:  0.0308
test result:  0.0308
test result:  0.0306
test result:  0.0303
test result:  0.0305
test result:  0.0306
test result:  0.0307
test result:  0.0304
test result:  0.0300
test result:  0.0303
test result:  0.0305
test result:  0.0306
test result:  0.0310mean CD loss pred->GT|GT->pred: 0.00290, 0.00245best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0157
test result:  0.0158
test result:  0.0162
test result:  0.0158
test result:  0.0158
test result:  0.0158
test result:  0.0161
test result:  0.0156
test result:  0.0161
test result:  0.0161
test result:  0.0159
test result:  0.0160
test result:  0.0161
test result:  0.0162
test result:  0.0159
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0159
test result:  0.0157
test result:  0.0159
test result:  0.0159
test result:  0.0156
test result:  0.0159
test result:  0.0160
test result:  0.0158
test result:  0.0159
test result:  0.0162
test result:  0.0271
test result:  0.0326
test result:  0.0368
test result:  0.0330
test result:  0.0334
test result:  0.0335
test result:  0.0327
test result:  0.0332
test result:  0.0334
test result:  0.0327
test result:  0.0326
test result:  0.0327
test result:  0.0363
test result:  0.0329
test result:  0.0324
test result:  0.0333
test result:  0.0328
test result:  0.0331
test result:  0.0325
test result:  0.0354
test result:  0.0343
test result:  0.0320
test result:  0.0327
test result:  0.0329
test result:  0.0326
test result:  0.0338
test result:  0.0329
test result:  0.0370
test result:  0.0331
test result:  0.0325
test result:  0.0369
test result:  0.0324
test result:  0.0329
test result:  0.0317
test result:  0.0304
test result:  0.0300
test result:  0.0300
test result:  0.0309
test result:  0.0317
test result:  0.0303
test result:  0.0297
test result:  0.0304
test result:  0.0302
test result:  0.0302
test result:  0.0297
test result:  0.0300
test result:  0.0299
test result:  0.0302
test result:  0.0300
test result:  0.0303
test result:  0.0302
test result:  0.0303
test result:  0.0308
test result:  0.0302
test result:  0.0305
test result:  0.0300
test result:  0.0303
test result:  0.0301
test result:  0.0303
test result:  0.0299
test result:  0.0307
test result:  0.0305
test result:  0.0300
test result:  0.0310
test result:  0.0297
test result:  0.0301
test result:  0.0298mean CD loss pred->GT|GT->pred: 0.00288, 0.00242best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0160
test result:  0.0160
test result:  0.0158
test result:  0.0157
test result:  0.0155
test result:  0.0158
test result:  0.0157
test result:  0.0159
test result:  0.0160
test result:  0.0157
test result:  0.0158
test result:  0.0158
test result:  0.0157
test result:  0.0159
test result:  0.0159
test result:  0.0157
test result:  0.0162
test result:  0.0163
test result:  0.0160
test result:  0.0160
test result:  0.0153
test result:  0.0158
test result:  0.0154
test result:  0.0158
test result:  0.0159
test result:  0.0160
test result:  0.0159
test result:  0.0155
test result:  0.0159
test result:  0.0159
test result:  0.0159
test result:  0.0156
test result:  0.0159
test result:  0.0267
test result:  0.0327
test result:  0.0360
test result:  0.0326
test result:  0.0332
test result:  0.0325
test result:  0.0329
test result:  0.0323
test result:  0.0330
test result:  0.0330
test result:  0.0320
test result:  0.0332
test result:  0.0361
test result:  0.0332
test result:  0.0335
test result:  0.0334
test result:  0.0328
test result:  0.0329
test result:  0.0326
test result:  0.0329
test result:  0.0376
test result:  0.0323
test result:  0.0330
test result:  0.0331
test result:  0.0328
test result:  0.0328
test result:  0.0327
test result:  0.0364
test result:  0.0328
test result:  0.0329
test result:  0.0362
test result:  0.0342
test result:  0.0326
test result:  0.0313
test result:  0.0301
test result:  0.0300
test result:  0.0297
test result:  0.0296
test result:  0.0318
test result:  0.0300
test result:  0.0304
test result:  0.0302
test result:  0.0305
test result:  0.0304
test result:  0.0299
test result:  0.0299
test result:  0.0298
test result:  0.0301
test result:  0.0305
test result:  0.0302
test result:  0.0302
test result:  0.0307
test result:  0.0321
test result:  0.0299
test result:  0.0305
test result:  0.0307
test result:  0.0309
test result:  0.0303
test result:  0.0309
test result:  0.0302
test result:  0.0297
test result:  0.0305
test result:  0.0301
test result:  0.0306
test result:  0.0303
test result:  0.0308
test result:  0.0300mean CD loss pred->GT|GT->pred: 0.00288, 0.00242best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0162
test result:  0.0159
test result:  0.0161
test result:  0.0161
test result:  0.0162
test result:  0.0162
test result:  0.0159
test result:  0.0165
test result:  0.0161
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0162
test result:  0.0163
test result:  0.0162
test result:  0.0162
test result:  0.0164
test result:  0.0163
test result:  0.0165
test result:  0.0162
test result:  0.0162
test result:  0.0163
test result:  0.0163
test result:  0.0159
test result:  0.0164
test result:  0.0162
test result:  0.0161
test result:  0.0161
test result:  0.0163
test result:  0.0164
test result:  0.0159
test result:  0.0163
test result:  0.0162
test result:  0.0272
test result:  0.0327
test result:  0.0366
test result:  0.0327
test result:  0.0329
test result:  0.0330
test result:  0.0334
test result:  0.0326
test result:  0.0331
test result:  0.0333
test result:  0.0332
test result:  0.0328
test result:  0.0379
test result:  0.0332
test result:  0.0334
test result:  0.0335
test result:  0.0338
test result:  0.0329
test result:  0.0329
test result:  0.0329
test result:  0.0350
test result:  0.0326
test result:  0.0326
test result:  0.0329
test result:  0.0331
test result:  0.0328
test result:  0.0334
test result:  0.0366
test result:  0.0332
test result:  0.0329
test result:  0.0376
test result:  0.0322
test result:  0.0323
test result:  0.0319
test result:  0.0306
test result:  0.0302
test result:  0.0305
test result:  0.0300
test result:  0.0325
test result:  0.0308
test result:  0.0303
test result:  0.0303
test result:  0.0307
test result:  0.0304
test result:  0.0302
test result:  0.0299
test result:  0.0295
test result:  0.0305
test result:  0.0307
test result:  0.0306
test result:  0.0302
test result:  0.0305
test result:  0.0312
test result:  0.0301
test result:  0.0306
test result:  0.0312
test result:  0.0304
test result:  0.0304
test result:  0.0303
test result:  0.0305
test result:  0.0296
test result:  0.0304
test result:  0.0303
test result:  0.0300
test result:  0.0304
test result:  0.0308
test result:  0.0309mean CD loss pred->GT|GT->pred: 0.00289, 0.00246best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0160
test result:  0.0158
test result:  0.0163
test result:  0.0158
test result:  0.0159
test result:  0.0158
test result:  0.0159
test result:  0.0158
test result:  0.0162
test result:  0.0161
test result:  0.0160
test result:  0.0161
test result:  0.0161
test result:  0.0158
test result:  0.0159
test result:  0.0162
test result:  0.0158
test result:  0.0157
test result:  0.0164
test result:  0.0158
test result:  0.0160
test result:  0.0158
test result:  0.0158
test result:  0.0159
test result:  0.0158
test result:  0.0159
test result:  0.0157
test result:  0.0155
test result:  0.0158
test result:  0.0162
test result:  0.0161
test result:  0.0160
test result:  0.0161
test result:  0.0270
test result:  0.0336
test result:  0.0371
test result:  0.0329
test result:  0.0324
test result:  0.0327
test result:  0.0322
test result:  0.0328
test result:  0.0327
test result:  0.0331
test result:  0.0327
test result:  0.0326
test result:  0.0374
test result:  0.0329
test result:  0.0337
test result:  0.0327
test result:  0.0326
test result:  0.0321
test result:  0.0329
test result:  0.0327
test result:  0.0368
test result:  0.0321
test result:  0.0327
test result:  0.0321
test result:  0.0329
test result:  0.0329
test result:  0.0327
test result:  0.0371
test result:  0.0324
test result:  0.0328
test result:  0.0362
test result:  0.0350
test result:  0.0332
test result:  0.0311
test result:  0.0298
test result:  0.0302
test result:  0.0300
test result:  0.0302
test result:  0.0314
test result:  0.0300
test result:  0.0304
test result:  0.0303
test result:  0.0310
test result:  0.0303
test result:  0.0301
test result:  0.0304
test result:  0.0302
test result:  0.0296
test result:  0.0300
test result:  0.0303
test result:  0.0300
test result:  0.0305
test result:  0.0311
test result:  0.0299
test result:  0.0300
test result:  0.0308
test result:  0.0304
test result:  0.0300
test result:  0.0303
test result:  0.0301
test result:  0.0297
test result:  0.0302
test result:  0.0302
test result:  0.0300
test result:  0.0294
test result:  0.0299
test result:  0.0298mean CD loss pred->GT|GT->pred: 0.00288, 0.00242best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0159
test result:  0.0156
test result:  0.0159
test result:  0.0157
test result:  0.0158
test result:  0.0156
test result:  0.0158
test result:  0.0157
test result:  0.0160
test result:  0.0158
test result:  0.0161
test result:  0.0159
test result:  0.0159
test result:  0.0158
test result:  0.0157
test result:  0.0157
test result:  0.0157
test result:  0.0159
test result:  0.0162
test result:  0.0160
test result:  0.0158
test result:  0.0156
test result:  0.0158
test result:  0.0160
test result:  0.0160
test result:  0.0159
test result:  0.0158
test result:  0.0161
test result:  0.0157
test result:  0.0158
test result:  0.0158
test result:  0.0157
test result:  0.0156
test result:  0.0269
test result:  0.0335
test result:  0.0378
test result:  0.0325
test result:  0.0326
test result:  0.0325
test result:  0.0328
test result:  0.0326
test result:  0.0335
test result:  0.0331
test result:  0.0328
test result:  0.0326
test result:  0.0369
test result:  0.0329
test result:  0.0335
test result:  0.0330
test result:  0.0338
test result:  0.0328
test result:  0.0330
test result:  0.0323
test result:  0.0345
test result:  0.0324
test result:  0.0327
test result:  0.0330
test result:  0.0333
test result:  0.0327
test result:  0.0325
test result:  0.0360
test result:  0.0329
test result:  0.0331
test result:  0.0367
test result:  0.0333
test result:  0.0327
test result:  0.0325
test result:  0.0304
test result:  0.0302
test result:  0.0310
test result:  0.0302
test result:  0.0319
test result:  0.0301
test result:  0.0304
test result:  0.0305
test result:  0.0302
test result:  0.0300
test result:  0.0299
test result:  0.0298
test result:  0.0302
test result:  0.0308
test result:  0.0300
test result:  0.0300
test result:  0.0303
test result:  0.0305
test result:  0.0316
test result:  0.0300
test result:  0.0306
test result:  0.0304
test result:  0.0303
test result:  0.0298
test result:  0.0296
test result:  0.0302
test result:  0.0298
test result:  0.0304
test result:  0.0304
test result:  0.0302
test result:  0.0297
test result:  0.0300
test result:  0.0299mean CD loss pred->GT|GT->pred: 0.00289, 0.00242best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0158
test result:  0.0157
test result:  0.0155
test result:  0.0158
test result:  0.0157
test result:  0.0157
test result:  0.0159
test result:  0.0152
test result:  0.0156
test result:  0.0157
test result:  0.0156
test result:  0.0157
test result:  0.0155
test result:  0.0157
test result:  0.0155
test result:  0.0156
test result:  0.0157
test result:  0.0157
test result:  0.0159
test result:  0.0157
test result:  0.0159
test result:  0.0157
test result:  0.0156
test result:  0.0159
test result:  0.0157
test result:  0.0157
test result:  0.0160
test result:  0.0158
test result:  0.0155
test result:  0.0156
test result:  0.0158
test result:  0.0156
test result:  0.0159
test result:  0.0274
test result:  0.0331
test result:  0.0366
test result:  0.0323
test result:  0.0321
test result:  0.0328
test result:  0.0326
test result:  0.0327
test result:  0.0331
test result:  0.0327
test result:  0.0329
test result:  0.0332
test result:  0.0374
test result:  0.0326
test result:  0.0327
test result:  0.0326
test result:  0.0332
test result:  0.0324
test result:  0.0322
test result:  0.0335
test result:  0.0337
test result:  0.0326
test result:  0.0329
test result:  0.0322
test result:  0.0329
test result:  0.0328
test result:  0.0321
test result:  0.0364
test result:  0.0330
test result:  0.0326
test result:  0.0359
test result:  0.0364
test result:  0.0332
test result:  0.0320
test result:  0.0298
test result:  0.0302
test result:  0.0300
test result:  0.0303
test result:  0.0326
test result:  0.0301
test result:  0.0306
test result:  0.0303
test result:  0.0299
test result:  0.0302
test result:  0.0302
test result:  0.0302
test result:  0.0297
test result:  0.0299
test result:  0.0299
test result:  0.0306
test result:  0.0307
test result:  0.0301
test result:  0.0305
test result:  0.0301
test result:  0.0306
test result:  0.0302
test result:  0.0299
test result:  0.0302
test result:  0.0300
test result:  0.0298
test result:  0.0305
test result:  0.0302
test result:  0.0299
test result:  0.0306
test result:  0.0298
test result:  0.0306
test result:  0.0301mean CD loss pred->GT|GT->pred: 0.00287, 0.00241best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0160
test result:  0.0163
test result:  0.0162
test result:  0.0162
test result:  0.0162
test result:  0.0160
test result:  0.0163
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0165
test result:  0.0159
test result:  0.0163
test result:  0.0159
test result:  0.0159
test result:  0.0161
test result:  0.0163
test result:  0.0166
test result:  0.0162
test result:  0.0159
test result:  0.0161
test result:  0.0160
test result:  0.0160
test result:  0.0161
test result:  0.0160
test result:  0.0161
test result:  0.0162
test result:  0.0163
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0161
test result:  0.0158
test result:  0.0271
test result:  0.0337
test result:  0.0371
test result:  0.0326
test result:  0.0330
test result:  0.0326
test result:  0.0329
test result:  0.0323
test result:  0.0330
test result:  0.0326
test result:  0.0330
test result:  0.0328
test result:  0.0365
test result:  0.0329
test result:  0.0326
test result:  0.0328
test result:  0.0328
test result:  0.0337
test result:  0.0334
test result:  0.0334
test result:  0.0367
test result:  0.0327
test result:  0.0329
test result:  0.0328
test result:  0.0324
test result:  0.0325
test result:  0.0326
test result:  0.0357
test result:  0.0329
test result:  0.0330
test result:  0.0372
test result:  0.0343
test result:  0.0325
test result:  0.0319
test result:  0.0305
test result:  0.0298
test result:  0.0302
test result:  0.0304
test result:  0.0327
test result:  0.0307
test result:  0.0307
test result:  0.0306
test result:  0.0303
test result:  0.0304
test result:  0.0307
test result:  0.0312
test result:  0.0297
test result:  0.0306
test result:  0.0300
test result:  0.0307
test result:  0.0303
test result:  0.0307
test result:  0.0315
test result:  0.0301
test result:  0.0306
test result:  0.0304
test result:  0.0297
test result:  0.0302
test result:  0.0300
test result:  0.0301
test result:  0.0299
test result:  0.0304
test result:  0.0305
test result:  0.0309
test result:  0.0305
test result:  0.0306
test result:  0.0307mean CD loss pred->GT|GT->pred: 0.00290, 0.00244best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241
test result:  0.0159
test result:  0.0158
test result:  0.0157
test result:  0.0157
test result:  0.0156
test result:  0.0157
test result:  0.0157
test result:  0.0160
test result:  0.0155
test result:  0.0158
test result:  0.0157
test result:  0.0155
test result:  0.0159
test result:  0.0157
test result:  0.0157
test result:  0.0160
test result:  0.0159
test result:  0.0157
test result:  0.0157
test result:  0.0156
test result:  0.0160
test result:  0.0156
test result:  0.0157
test result:  0.0159
test result:  0.0159
test result:  0.0156
test result:  0.0155
test result:  0.0160
test result:  0.0159
test result:  0.0158
test result:  0.0156
test result:  0.0155
test result:  0.0159
test result:  0.0275
test result:  0.0325
test result:  0.0370
test result:  0.0327
test result:  0.0323
test result:  0.0336
test result:  0.0327
test result:  0.0330
test result:  0.0330
test result:  0.0333
test result:  0.0327
test result:  0.0324
test result:  0.0381
test result:  0.0337
test result:  0.0338
test result:  0.0330
test result:  0.0329
test result:  0.0330
test result:  0.0334
test result:  0.0372
test result:  0.0384
test result:  0.0329
test result:  0.0324
test result:  0.0331
test result:  0.0331
test result:  0.0333
test result:  0.0331
test result:  0.0368
test result:  0.0329
test result:  0.0328
test result:  0.0346
test result:  0.0336
test result:  0.0332
test result:  0.0325
test result:  0.0310
test result:  0.0306
test result:  0.0303
test result:  0.0305
test result:  0.0320
test result:  0.0304
test result:  0.0306
test result:  0.0302
test result:  0.0302
test result:  0.0306
test result:  0.0304
test result:  0.0301
test result:  0.0306
test result:  0.0306
test result:  0.0304
test result:  0.0309
test result:  0.0305
test result:  0.0311
test result:  0.0312
test result:  0.0304
test result:  0.0302
test result:  0.0306
test result:  0.0303
test result:  0.0301
test result:  0.0307
test result:  0.0300
test result:  0.0301
test result:  0.0306
test result:  0.0307
test result:  0.0307
test result:  0.0309
test result:  0.0305
test result:  0.0305mean CD loss pred->GT|GT->pred: 0.00290, 0.00244best so far (pg): 0.00287, 0.00244best so far (gp): 0.00288, 0.00241