convnext_pt_false.out

Files already downloaded and verified
Files already downloaded and verified
Beginning training from epoch: 1
Train Loss 0.249
Train Loss 8.211
Train Loss 2.342
Train Loss 2.268
Train Loss 2.250
Train Loss 2.266
Train Loss 2.246
Train Loss 2.236
Epoch   1 | Time    48 | Train Loss 2.2392 | Test Loss 0.002 | Test Error 78.51
Train Loss 0.226
Train Loss 2.210
Train Loss 2.208
Train Loss 2.201
Train Loss 2.209
Train Loss 2.218
Train Loss 2.189
Train Loss 2.148
Epoch   2 | Time    46 | Train Loss 2.1430 | Test Loss 0.002 | Test Error 76.34
Train Loss 0.218
Train Loss 2.128
Train Loss 2.131
Train Loss 2.129
Train Loss 2.130
Train Loss 2.111
Train Loss 2.115
Train Loss 2.115
Epoch   3 | Time    46 | Train Loss 2.1066 | Test Loss 0.002 | Test Error 76.12
Train Loss 0.208
Train Loss 2.095
Train Loss 2.099
Train Loss 2.110
Train Loss 2.078
Train Loss 2.076
Train Loss 2.088
Train Loss 2.056
Epoch   4 | Time    46 | Train Loss 2.0416 | Test Loss 0.002 | Test Error 73.27
Train Loss 0.195
Train Loss 2.044
Train Loss 2.022
Train Loss 2.019
Train Loss 2.015
Train Loss 1.995
Train Loss 1.970
Train Loss 1.962
Epoch   5 | Time    46 | Train Loss 1.9556 | Test Loss 0.002 | Test Error 68.68
Train Loss 0.196
Train Loss 1.919
Train Loss 1.933
Train Loss 1.928
Train Loss 1.937
Train Loss 1.935
Train Loss 1.906
Train Loss 1.891
Epoch   6 | Time    46 | Train Loss 1.9112 | Test Loss 0.002 | Test Error 67.20
Train Loss 0.206
Train Loss 1.907
Train Loss 1.881
Train Loss 1.882
Train Loss 1.898
Train Loss 1.856
Train Loss 1.860
Train Loss 1.867
Epoch   7 | Time    46 | Train Loss 1.8707 | Test Loss 0.002 | Test Error 61.66
Train Loss 0.181
Train Loss 1.846
Train Loss 1.869
Train Loss 1.851
Train Loss 1.835
Train Loss 1.864
Train Loss 1.820
Train Loss 1.852
Epoch   8 | Time    46 | Train Loss 1.8123 | Test Loss 0.002 | Test Error 62.65
Train Loss 0.180
Train Loss 1.823
Train Loss 1.788
Train Loss 1.776
Train Loss 1.818
Train Loss 1.806
Train Loss 1.802
Train Loss 1.760
Epoch   9 | Time    46 | Train Loss 1.7697 | Test Loss 0.002 | Test Error 57.31
Train Loss 0.178
Train Loss 1.754
Train Loss 1.749
Train Loss 1.743
Train Loss 1.764
Train Loss 1.747
Train Loss 1.777
Train Loss 1.778
Epoch  10 | Time    46 | Train Loss 1.7583 | Test Loss 0.002 | Test Error 56.13
Train Loss 0.181
Train Loss 1.754
Train Loss 1.742
Train Loss 1.749
Train Loss 1.759
Train Loss 1.739
Train Loss 1.696
Train Loss 1.762
Epoch  11 | Time    46 | Train Loss 1.7219 | Test Loss 0.002 | Test Error 55.96
Train Loss 0.177
Train Loss 1.732
Train Loss 1.744
Train Loss 1.737
Train Loss 1.705
Train Loss 1.732
Train Loss 1.712
Train Loss 1.715
Epoch  12 | Time    46 | Train Loss 1.7192 | Test Loss 0.001 | Test Error 53.24
Train Loss 0.167
Train Loss 1.701
Train Loss 1.683
Train Loss 1.711
Train Loss 1.690
Train Loss 1.718
Train Loss 1.712
Train Loss 1.695
Epoch  13 | Time    46 | Train Loss 1.7081 | Test Loss 0.002 | Test Error 55.26
Train Loss 0.185
Train Loss 1.685
Train Loss 1.689
Train Loss 1.709
Train Loss 1.707
Train Loss 1.722
Train Loss 1.715
Train Loss 1.701
Epoch  14 | Time    46 | Train Loss 1.7422 | Test Loss 0.002 | Test Error 54.41
Train Loss 0.185
Train Loss 1.703
Train Loss 1.688
Train Loss 1.699
Train Loss 1.697
Train Loss 1.685
Train Loss 1.689
Train Loss 1.675
Epoch  15 | Time    46 | Train Loss 1.6871 | Test Loss 0.001 | Test Error 51.72
Train Loss 0.158
Train Loss 1.649
Train Loss 1.690
Train Loss 1.677
Train Loss 1.668
Train Loss 1.683
Train Loss 1.709
Train Loss 1.653
Epoch  16 | Time    46 | Train Loss 1.6836 | Test Loss 0.001 | Test Error 54.21
Train Loss 0.162
Train Loss 1.700
Train Loss 1.634
Train Loss 1.678
Train Loss 1.658
Train Loss 1.699
Train Loss 1.675
Train Loss 1.676
Epoch  17 | Time    46 | Train Loss 1.7143 | Test Loss 0.001 | Test Error 51.90
Train Loss 0.170
Train Loss 1.664
Train Loss 1.680
Train Loss 1.680
Train Loss 1.659
Train Loss 1.660
Train Loss 1.692
Train Loss 1.681
Epoch  18 | Time    46 | Train Loss 1.6687 | Test Loss 0.001 | Test Error 52.21
Train Loss 0.169
Train Loss 1.638
Train Loss 1.671
Train Loss 1.680
Train Loss 1.693
Train Loss 1.696
Train Loss 1.673
Train Loss 1.662
Epoch  19 | Time    46 | Train Loss 1.6727 | Test Loss 0.001 | Test Error 52.07
Train Loss 0.169
Train Loss 1.655
Train Loss 1.654
Train Loss 1.687
Train Loss 1.702
Train Loss 1.650
Train Loss 1.674
Train Loss 1.649
Epoch  20 | Time    46 | Train Loss 1.6917 | Test Loss 0.001 | Test Error 52.02
Train Loss 0.163
Train Loss 1.666
Train Loss 1.669
Train Loss 1.630
Train Loss 1.677
Train Loss 1.665
Train Loss 1.651
Train Loss 1.656
Epoch  21 | Time    46 | Train Loss 1.6734 | Test Loss 0.001 | Test Error 50.28
Train Loss 0.160
Train Loss 1.663
Train Loss 1.647
Train Loss 1.656
Train Loss 1.638
Train Loss 1.618
Train Loss 1.651
Train Loss 1.660
Epoch  22 | Time    46 | Train Loss 1.6763 | Test Loss 0.001 | Test Error 51.68
Train Loss 0.168
Train Loss 1.623
Train Loss 1.660
Train Loss 1.648
Train Loss 1.663
Train Loss 1.647
Train Loss 1.594
Train Loss 1.633
Epoch  23 | Time    46 | Train Loss 1.6483 | Test Loss 0.001 | Test Error 52.43
Train Loss 0.168
Train Loss 1.632
Train Loss 1.596
Train Loss 1.650
Train Loss 1.635
Train Loss 1.668
Train Loss 1.625
Train Loss 1.649
Epoch  24 | Time    46 | Train Loss 1.6390 | Test Loss 0.001 | Test Error 49.26
Train Loss 0.171
Train Loss 1.650
Train Loss 1.645
Train Loss 1.638
Train Loss 1.653
Train Loss 1.628
Train Loss 1.631
Train Loss 1.641
Epoch  25 | Time    46 | Train Loss 1.6368 | Test Loss 0.001 | Test Error 49.94
Train Loss 0.154
Train Loss 1.639
Train Loss 1.651
Train Loss 1.648
Train Loss 1.636
Train Loss 1.654
Train Loss 1.639
Train Loss 1.641
Epoch  26 | Time    46 | Train Loss 1.6506 | Test Loss 0.001 | Test Error 49.89
Train Loss 0.172
Train Loss 1.634
Train Loss 1.657
Train Loss 1.631
Train Loss 1.637
Train Loss 1.617
Train Loss 1.670
Train Loss 1.623
Epoch  27 | Time    46 | Train Loss 1.6411 | Test Loss 0.001 | Test Error 50.67
Train Loss 0.165
Train Loss 1.626
Train Loss 1.636
Train Loss 1.622
Train Loss 1.617
Train Loss 1.641
Train Loss 1.634
Train Loss 1.621
Epoch  28 | Time    46 | Train Loss 1.6458 | Test Loss 0.001 | Test Error 51.71
Train Loss 0.166
Train Loss 1.636
Train Loss 1.626
Train Loss 1.627
Train Loss 1.634
Train Loss 1.624
Train Loss 1.621
Train Loss 1.632
Epoch  29 | Time    46 | Train Loss 1.6035 | Test Loss 0.001 | Test Error 49.22
Train Loss 0.163
Train Loss 1.644
Train Loss 1.624
Train Loss 1.592
Train Loss 1.638
Train Loss 1.617
Train Loss 1.603
Train Loss 1.648
Epoch  30 | Time    46 | Train Loss 1.6215 | Test Loss 0.001 | Test Error 49.46
Train Loss 0.165
Train Loss 1.625
Train Loss 1.615
Train Loss 1.629
Train Loss 1.624
Train Loss 1.651
Train Loss 1.594
Train Loss 1.621
Epoch  31 | Time    46 | Train Loss 1.6338 | Test Loss 0.001 | Test Error 53.12
Train Loss 0.164
Train Loss 1.605
Train Loss 1.635
Train Loss 1.617
Train Loss 1.611
Train Loss 1.633
Train Loss 1.623
Train Loss 1.621
Epoch  32 | Time    46 | Train Loss 1.6206 | Test Loss 0.001 | Test Error 49.82
Train Loss 0.167
Train Loss 1.618
Train Loss 1.625
Train Loss 1.637
Train Loss 1.624
Train Loss 1.634
Train Loss 1.636
Train Loss 1.636
Epoch  33 | Time    46 | Train Loss 1.6164 | Test Loss 0.001 | Test Error 49.23
Train Loss 0.162
Train Loss 1.605
Train Loss 1.631
Train Loss 1.614
Train Loss 1.596
Train Loss 1.611
Train Loss 1.626
Train Loss 1.632
Epoch  34 | Time    46 | Train Loss 1.6104 | Test Loss 0.001 | Test Error 48.74
Train Loss 0.166
Train Loss 1.589
Train Loss 1.624
Train Loss 1.615
Train Loss 1.611
Train Loss 1.622
Train Loss 1.636
Train Loss 1.593
Epoch  35 | Time    46 | Train Loss 1.6162 | Test Loss 0.001 | Test Error 48.68
Train Loss 0.159
Train Loss 1.598
Train Loss 1.625
Train Loss 1.625
Train Loss 1.625
Train Loss 1.608
Train Loss 1.603
Train Loss 1.604
Epoch  36 | Time    46 | Train Loss 1.6688 | Test Loss 0.001 | Test Error 48.40
Train Loss 0.161
Train Loss 1.630
Train Loss 1.592
Train Loss 1.620
Train Loss 1.589
Train Loss 1.609
Train Loss 1.609
Train Loss 1.628
Epoch  37 | Time    46 | Train Loss 1.5765 | Test Loss 0.001 | Test Error 48.36
Train Loss 0.159
Train Loss 1.620
Train Loss 1.606
Train Loss 1.590
Train Loss 1.591
Train Loss 1.614
Train Loss 1.622
Train Loss 1.635
Epoch  38 | Time    46 | Train Loss 1.6064 | Test Loss 0.001 | Test Error 49.59
Train Loss 0.154
Train Loss 1.590
Train Loss 1.610
Train Loss 1.611
Train Loss 1.624
Train Loss 1.597
Train Loss 1.611
Train Loss 1.647
Epoch  39 | Time    46 | Train Loss 1.6154 | Test Loss 0.001 | Test Error 48.66
Train Loss 0.161
Train Loss 1.610
Train Loss 1.605
Train Loss 1.628
Train Loss 1.584
Train Loss 1.606
Train Loss 1.613
Train Loss 1.628
Epoch  40 | Time    46 | Train Loss 1.5965 | Test Loss 0.001 | Test Error 48.33
Train Loss 0.171
Train Loss 1.592
Train Loss 1.594
Train Loss 1.607
Train Loss 1.597
Train Loss 1.654
Train Loss 1.627
Train Loss 1.610
Epoch  41 | Time    46 | Train Loss 1.5979 | Test Loss 0.001 | Test Error 50.23
Train Loss 0.157
Train Loss 1.568
Train Loss 1.623
Train Loss 1.599
Train Loss 1.607
Train Loss 1.599
Train Loss 1.589
Train Loss 1.598
Epoch  42 | Time    46 | Train Loss 1.5862 | Test Loss 0.001 | Test Error 49.88
Train Loss 0.162
Train Loss 1.565
Train Loss 1.587
Train Loss 1.594
Train Loss 1.591
Train Loss 1.604
Train Loss 1.608
Train Loss 1.599
Epoch  43 | Time    46 | Train Loss 1.6089 | Test Loss 0.001 | Test Error 47.69
Train Loss 0.154
Train Loss 1.595
Train Loss 1.593
Train Loss 1.569
Train Loss 1.594
Train Loss 1.614
Train Loss 1.633
Train Loss 1.594
Epoch  44 | Time    46 | Train Loss 1.5795 | Test Loss 0.001 | Test Error 47.22
Train Loss 0.168
Train Loss 1.598
Train Loss 1.596
Train Loss 1.603
Train Loss 1.625
Train Loss 1.574
Train Loss 1.586
Train Loss 1.576
Epoch  45 | Time    46 | Train Loss 1.6082 | Test Loss 0.001 | Test Error 48.35
Train Loss 0.175
Train Loss 1.585
Train Loss 1.630
Train Loss 1.609
Train Loss 1.583
Train Loss 1.601
Train Loss 1.579
Train Loss 1.575
Epoch  46 | Time    46 | Train Loss 1.5613 | Test Loss 0.001 | Test Error 48.86
Train Loss 0.179
Train Loss 1.613
Train Loss 1.579
Train Loss 1.598
Train Loss 1.607
Train Loss 1.585
Train Loss 1.583
Train Loss 1.594
Epoch  47 | Time    46 | Train Loss 1.6084 | Test Loss 0.001 | Test Error 46.97
Train Loss 0.150
Train Loss 1.593
Train Loss 1.598
Train Loss 1.598
Train Loss 1.567
Train Loss 1.576
Train Loss 1.598
Train Loss 1.591
Epoch  48 | Time    46 | Train Loss 1.5800 | Test Loss 0.001 | Test Error 47.51
Train Loss 0.157
Train Loss 1.596
Train Loss 1.592
Train Loss 1.592
Train Loss 1.577
Train Loss 1.566
Train Loss 1.578
Train Loss 1.544
Epoch  49 | Time    46 | Train Loss 1.6020 | Test Loss 0.001 | Test Error 46.41
Train Loss 0.151
Train Loss 1.555
Train Loss 1.616
Train Loss 1.594
Train Loss 1.574
Train Loss 1.568
Train Loss 1.570
Train Loss 1.572
Epoch  50 | Time    45 | Train Loss 1.5860 | Test Loss 0.001 | Test Error 46.52
Train Loss 0.159
Train Loss 1.580
Train Loss 1.592
Train Loss 1.556
Train Loss 1.562
Train Loss 1.568
Train Loss 1.589
Train Loss 1.566
Epoch  51 | Time    46 | Train Loss 1.6038 | Test Loss 0.001 | Test Error 45.91
Train Loss 0.157
Train Loss 1.551
Train Loss 1.609
Train Loss 1.560
Train Loss 1.552
Train Loss 1.571
Train Loss 1.582
Train Loss 1.569
Epoch  52 | Time    46 | Train Loss 1.5663 | Test Loss 0.001 | Test Error 47.01
Train Loss 0.166
Train Loss 1.550
Train Loss 1.577
Train Loss 1.600
Train Loss 1.581
Train Loss 1.549
Train Loss 1.581
Train Loss 1.589
Epoch  53 | Time    46 | Train Loss 1.5361 | Test Loss 0.001 | Test Error 46.34
Train Loss 0.146
Train Loss 1.530
Train Loss 1.578
Train Loss 1.578
Train Loss 1.600
Train Loss 1.555
Train Loss 1.594
Train Loss 1.579
Epoch  54 | Time    46 | Train Loss 1.5592 | Test Loss 0.001 | Test Error 46.94
Train Loss 0.162
Train Loss 1.588
Train Loss 1.525
Train Loss 1.545
Train Loss 1.550
Train Loss 1.550
Train Loss 1.564
Train Loss 1.563
Epoch  55 | Time    46 | Train Loss 1.5491 | Test Loss 0.001 | Test Error 46.46
Train Loss 0.160
Train Loss 1.545
Train Loss 1.562
Train Loss 1.589
Train Loss 1.541
Train Loss 1.575
Train Loss 1.564
Train Loss 1.551
Epoch  56 | Time    46 | Train Loss 1.5187 | Test Loss 0.001 | Test Error 46.17
Train Loss 0.154
Train Loss 1.543
Train Loss 1.558
Train Loss 1.552
Train Loss 1.545
Train Loss 1.534
Train Loss 1.605
Train Loss 1.546
Epoch  57 | Time    46 | Train Loss 1.5595 | Test Loss 0.001 | Test Error 45.42
Train Loss 0.160
Train Loss 1.540
Train Loss 1.538
Train Loss 1.542
Train Loss 1.526
Train Loss 1.550
Train Loss 1.548
Train Loss 1.544
Epoch  58 | Time    46 | Train Loss 1.5382 | Test Loss 0.001 | Test Error 46.67
Train Loss 0.168
Train Loss 1.545
Train Loss 1.514
Train Loss 1.541
Train Loss 1.530
Train Loss 1.559
Train Loss 1.544
Train Loss 1.570
Epoch  59 | Time    46 | Train Loss 1.5642 | Test Loss 0.001 | Test Error 45.12
Train Loss 0.147
Train Loss 1.518
Train Loss 1.554
Train Loss 1.530
Train Loss 1.538
Train Loss 1.527
Train Loss 1.565
Train Loss 1.513
Epoch  60 | Time    46 | Train Loss 1.5487 | Test Loss 0.001 | Test Error 44.38
Train Loss 0.153
Train Loss 1.543
Train Loss 1.526
Train Loss 1.538
Train Loss 1.523
Train Loss 1.527
Train Loss 1.517
Train Loss 1.524
Epoch  61 | Time    46 | Train Loss 1.5920 | Test Loss 0.001 | Test Error 45.80
Train Loss 0.143
Train Loss 1.534
Train Loss 1.539
Train Loss 1.554
Train Loss 1.537
Train Loss 1.540
Train Loss 1.540
Train Loss 1.532
Epoch  62 | Time    46 | Train Loss 1.5450 | Test Loss 0.001 | Test Error 44.79
Train Loss 0.159
Train Loss 1.535
Train Loss 1.553
Train Loss 1.530
Train Loss 1.507
Train Loss 1.517
Train Loss 1.533
Train Loss 1.540
Epoch  63 | Time    46 | Train Loss 1.5107 | Test Loss 0.001 | Test Error 43.92
Train Loss 0.152
Train Loss 1.557
Train Loss 1.530
Train Loss 1.521
Train Loss 1.522
Train Loss 1.529
Train Loss 1.502
Train Loss 1.554
Epoch  64 | Time    46 | Train Loss 1.5277 | Test Loss 0.001 | Test Error 44.79
Train Loss 0.142
Train Loss 1.524
Train Loss 1.546
Train Loss 1.514
Train Loss 1.533
Train Loss 1.535
Train Loss 1.524
Train Loss 1.528
Epoch  65 | Time    46 | Train Loss 1.5385 | Test Loss 0.001 | Test Error 44.52
Train Loss 0.156
Train Loss 1.478
Train Loss 1.501
Train Loss 1.525
Train Loss 1.532
Train Loss 1.514
Train Loss 1.522
Train Loss 1.519
Epoch  66 | Time    46 | Train Loss 1.5188 | Test Loss 0.001 | Test Error 44.66
Train Loss 0.150
Train Loss 1.492
Train Loss 1.493
Train Loss 1.492
Train Loss 1.529
Train Loss 1.539
Train Loss 1.524
Train Loss 1.500
Epoch  67 | Time    46 | Train Loss 1.5061 | Test Loss 0.001 | Test Error 45.27
Train Loss 0.146
Train Loss 1.507
Train Loss 1.537
Train Loss 1.529
Train Loss 1.514
Train Loss 1.518
Train Loss 1.513
Train Loss 1.535
Epoch  68 | Time    46 | Train Loss 1.4927 | Test Loss 0.001 | Test Error 44.05
Train Loss 0.150
Train Loss 1.528
Train Loss 1.482
Train Loss 1.523
Train Loss 1.481
Train Loss 1.520
Train Loss 1.503
Train Loss 1.442
Epoch  69 | Time    46 | Train Loss 1.5072 | Test Loss 0.001 | Test Error 44.07
Train Loss 0.153
Train Loss 1.506
Train Loss 1.516
Train Loss 1.496
Train Loss 1.516
Train Loss 1.487
Train Loss 1.484
Train Loss 1.536
Epoch  70 | Time    46 | Train Loss 1.4900 | Test Loss 0.001 | Test Error 43.82
Train Loss 0.166
Train Loss 1.471
Train Loss 1.513
Train Loss 1.471
Train Loss 1.494
Train Loss 1.512
Train Loss 1.503
Train Loss 1.511
Epoch  71 | Time    46 | Train Loss 1.5356 | Test Loss 0.001 | Test Error 44.64
Train Loss 0.155
Train Loss 1.510
Train Loss 1.477
Train Loss 1.480
Train Loss 1.466
Train Loss 1.492
Train Loss 1.488
Train Loss 1.521
Epoch  72 | Time    46 | Train Loss 1.4750 | Test Loss 0.001 | Test Error 42.86
Train Loss 0.147
Train Loss 1.469
Train Loss 1.517
Train Loss 1.532
Train Loss 1.519
Train Loss 1.499
Train Loss 1.503
Train Loss 1.508
Epoch  73 | Time    46 | Train Loss 1.4793 | Test Loss 0.001 | Test Error 42.60
Train Loss 0.138
Train Loss 1.493
Train Loss 1.510
Train Loss 1.522
Train Loss 1.506
Train Loss 1.499
Train Loss 1.473
Train Loss 1.494
Epoch  74 | Time    46 | Train Loss 1.5181 | Test Loss 0.001 | Test Error 42.74
Train Loss 0.156
Train Loss 1.487
Train Loss 1.484
Train Loss 1.501
Train Loss 1.479
Train Loss 1.504
Train Loss 1.486
Train Loss 1.496
Epoch  75 | Time    46 | Train Loss 1.4872 | Test Loss 0.001 | Test Error 42.64
Train Loss 0.135
Train Loss 1.495
Train Loss 1.495
Train Loss 1.482
Train Loss 1.499
Train Loss 1.489
Train Loss 1.495
Train Loss 1.485
Epoch  76 | Time    46 | Train Loss 1.4753 | Test Loss 0.001 | Test Error 43.21
Train Loss 0.148
Train Loss 1.472
Train Loss 1.498
Train Loss 1.491
Train Loss 1.488
Train Loss 1.462
Train Loss 1.471
Train Loss 1.465
Epoch  77 | Time    46 | Train Loss 1.4778 | Test Loss 0.001 | Test Error 43.03
Train Loss 0.147
Train Loss 1.469
Train Loss 1.474
Train Loss 1.492
Train Loss 1.478
Train Loss 1.496
Train Loss 1.475
Train Loss 1.459
Epoch  78 | Time    46 | Train Loss 1.4527 | Test Loss 0.001 | Test Error 42.32
Train Loss 0.157
Train Loss 1.461
Train Loss 1.463
Train Loss 1.482
Train Loss 1.465
Train Loss 1.517
Train Loss 1.460
Train Loss 1.455
Epoch  79 | Time    46 | Train Loss 1.4594 | Test Loss 0.001 | Test Error 42.09
Train Loss 0.151
Train Loss 1.469
Train Loss 1.462
Train Loss 1.445
Train Loss 1.484
Train Loss 1.464
Train Loss 1.429
Train Loss 1.461
Epoch  80 | Time    46 | Train Loss 1.4874 | Test Loss 0.001 | Test Error 42.49
Train Loss 0.155
Train Loss 1.451
Train Loss 1.466
Train Loss 1.466
Train Loss 1.450
Train Loss 1.479
Train Loss 1.464
Train Loss 1.479
Epoch  81 | Time    46 | Train Loss 1.4690 | Test Loss 0.001 | Test Error 42.17
Train Loss 0.128
Train Loss 1.423
Train Loss 1.458
Train Loss 1.450
Train Loss 1.471
Train Loss 1.466
Train Loss 1.444
Train Loss 1.479
Epoch  82 | Time    46 | Train Loss 1.4521 | Test Loss 0.001 | Test Error 41.88
Train Loss 0.147
Train Loss 1.439
Train Loss 1.472
Train Loss 1.485
Train Loss 1.438
Train Loss 1.464
Train Loss 1.438
Train Loss 1.418
Epoch  83 | Time    46 | Train Loss 1.4754 | Test Loss 0.001 | Test Error 42.14
Train Loss 0.160
Train Loss 1.459
Train Loss 1.450
Train Loss 1.446
Train Loss 1.463
Train Loss 1.460
Train Loss 1.471
Train Loss 1.457
Epoch  84 | Time    46 | Train Loss 1.4337 | Test Loss 0.001 | Test Error 41.43
Train Loss 0.159
Train Loss 1.399
Train Loss 1.463
Train Loss 1.432
Train Loss 1.435
Train Loss 1.429
Train Loss 1.439
Train Loss 1.419
Epoch  85 | Time    45 | Train Loss 1.4466 | Test Loss 0.001 | Test Error 42.03
Train Loss 0.142
Train Loss 1.434
Train Loss 1.450
Train Loss 1.418
Train Loss 1.444
Train Loss 1.428
Train Loss 1.402
Train Loss 1.453
Epoch  86 | Time    46 | Train Loss 1.4476 | Test Loss 0.001 | Test Error 40.84
Train Loss 0.144
Train Loss 1.416
Train Loss 1.442
Train Loss 1.454
Train Loss 1.470
Train Loss 1.435
Train Loss 1.468
Train Loss 1.446
Epoch  87 | Time    46 | Train Loss 1.4536 | Test Loss 0.001 | Test Error 40.91
Train Loss 0.147
Train Loss 1.416
Train Loss 1.441
Train Loss 1.435
Train Loss 1.421
Train Loss 1.466
Train Loss 1.419
Train Loss 1.471
Epoch  88 | Time    46 | Train Loss 1.4339 | Test Loss 0.001 | Test Error 40.90
Train Loss 0.149
Train Loss 1.433
Train Loss 1.415
Train Loss 1.408
Train Loss 1.428
Train Loss 1.465
Train Loss 1.435
Train Loss 1.461
Epoch  89 | Time    46 | Train Loss 1.4359 | Test Loss 0.001 | Test Error 40.46
Train Loss 0.136
Train Loss 1.400
Train Loss 1.444
Train Loss 1.422
Train Loss 1.464
Train Loss 1.443
Train Loss 1.399
Train Loss 1.428
Epoch  90 | Time    46 | Train Loss 1.4123 | Test Loss 0.001 | Test Error 40.24
Train Loss 0.153
Train Loss 1.415
Train Loss 1.432
Train Loss 1.403
Train Loss 1.417
Train Loss 1.437
Train Loss 1.411
Train Loss 1.400
Epoch  91 | Time    46 | Train Loss 1.4277 | Test Loss 0.001 | Test Error 40.38
Train Loss 0.143
Train Loss 1.393
Train Loss 1.445
Train Loss 1.376
Train Loss 1.412
Train Loss 1.412
Train Loss 1.426
Train Loss 1.411
Epoch  92 | Time    46 | Train Loss 1.3814 | Test Loss 0.001 | Test Error 40.36
Train Loss 0.145
Train Loss 1.435
Train Loss 1.384
Train Loss 1.438
Train Loss 1.433
Train Loss 1.403
Train Loss 1.395
Train Loss 1.418
Epoch  93 | Time    46 | Train Loss 1.4274 | Test Loss 0.001 | Test Error 39.70
Train Loss 0.142
Train Loss 1.387
Train Loss 1.422
Train Loss 1.442
Train Loss 1.431
Train Loss 1.420
Train Loss 1.400
Train Loss 1.390
Epoch  94 | Time    46 | Train Loss 1.4117 | Test Loss 0.001 | Test Error 39.84
Train Loss 0.148
Train Loss 1.423
Train Loss 1.400
Train Loss 1.425
Train Loss 1.429
Train Loss 1.429
Train Loss 1.425
Train Loss 1.390
Epoch  95 | Time    45 | Train Loss 1.3970 | Test Loss 0.001 | Test Error 39.90
Train Loss 0.143
Train Loss 1.438
Train Loss 1.438
Train Loss 1.407
Train Loss 1.364
Train Loss 1.406
Train Loss 1.387
Train Loss 1.363
Epoch  96 | Time    46 | Train Loss 1.4081 | Test Loss 0.001 | Test Error 39.72
Train Loss 0.133
Train Loss 1.399
Train Loss 1.415
Train Loss 1.428
Train Loss 1.413
Train Loss 1.407
Train Loss 1.393
Train Loss 1.408
Epoch  97 | Time    45 | Train Loss 1.3936 | Test Loss 0.001 | Test Error 39.78
Train Loss 0.141
Train Loss 1.444
Train Loss 1.385
Train Loss 1.392
Train Loss 1.390
Train Loss 1.396
Train Loss 1.382
Train Loss 1.408
Epoch  98 | Time    46 | Train Loss 1.4048 | Test Loss 0.001 | Test Error 39.63
Train Loss 0.145
Train Loss 1.439
Train Loss 1.397
Train Loss 1.406
Train Loss 1.438
Train Loss 1.438
Train Loss 1.370
Train Loss 1.414
Epoch  99 | Time    45 | Train Loss 1.3887 | Test Loss 0.001 | Test Error 39.76
Train Loss 0.154
Train Loss 1.405
Train Loss 1.411
Train Loss 1.419
Train Loss 1.394
Train Loss 1.420
Train Loss 1.392
Train Loss 1.395
Epoch 100 | Time    46 | Train Loss 1.4353 | Test Loss 0.001 | Test Error 39.72
gaussian_noise
	Test Loss 0.001 | Test Error 42.838
shot_noise
	Test Loss 0.001 | Test Error 41.588
impulse_noise
	Test Loss 0.001 | Test Error 44.860
defocus_blur
	Test Loss 0.001 | Test Error 41.736
glass_blur
	Test Loss 0.001 | Test Error 44.050
motion_blur
	Test Loss 0.001 | Test Error 44.138
zoom_blur
	Test Loss 0.001 | Test Error 43.266
snow
	Test Loss 0.001 | Test Error 44.862
frost
	Test Loss 0.001 | Test Error 49.182
fog
	Test Loss 0.001 | Test Error 50.736
brightness
	Test Loss 0.001 | Test Error 43.630
contrast
	Test Loss 0.002 | Test Error 57.454
elastic_transform
	Test Loss 0.001 | Test Error 43.572
pixelate
	Test Loss 0.001 | Test Error 40.654
jpeg_compression
	Test Loss 0.001 | Test Error 40.734
Mean Corruption Error: 44.887