-------------------------
epoch: 1
lr: 0.1000
best_acc: 26.13
train_acc: 13.29
train_loss: 4.20
test_acc: 26.13
test_acc_top5: 51.12
test_loss: 3.53
-------------------------
-------------------------
epoch: 2
lr: 0.1000
best_acc: 36.34
train_acc: 30.75
train_loss: 2.78
test_acc: 36.34
test_acc_top5: 63.09
test_loss: 2.91
-------------------------
-------------------------
epoch: 3
lr: 0.1000
best_acc: 41.80
train_acc: 37.72
train_loss: 2.37
test_acc: 41.80
test_acc_top5: 68.40
test_loss: 2.60
-------------------------
-------------------------
epoch: 4
lr: 0.1000
best_acc: 45.44
train_acc: 41.20
train_loss: 2.18
test_acc: 45.44
test_acc_top5: 72.16
test_loss: 2.39
-------------------------
-------------------------
epoch: 5
lr: 0.1000
best_acc: 46.47
train_acc: 43.28
train_loss: 2.06
test_acc: 46.47
test_acc_top5: 72.81
test_loss: 2.35
-------------------------
-------------------------
epoch: 6
lr: 0.1000
best_acc: 48.22
train_acc: 44.74
train_loss: 1.99
test_acc: 48.22
test_acc_top5: 74.60
test_loss: 2.24
-------------------------
-------------------------
epoch: 7
lr: 0.1000
best_acc: 48.81
train_acc: 45.64
train_loss: 1.94
test_acc: 48.81
test_acc_top5: 74.83
test_loss: 2.22
-------------------------
-------------------------
epoch: 8
lr: 0.1000
best_acc: 49.95
train_acc: 46.51
train_loss: 1.90
test_acc: 49.95
test_acc_top5: 75.96
test_loss: 2.16
-------------------------
-------------------------
epoch: 9
lr: 0.1000
best_acc: 51.08
train_acc: 46.99
train_loss: 1.87
test_acc: 51.08
test_acc_top5: 76.56
test_loss: 2.11
-------------------------
-------------------------
epoch: 10
lr: 0.1000
best_acc: 51.08
train_acc: 47.37
train_loss: 1.85
test_acc: 50.80
test_acc_top5: 76.44
test_loss: 2.13
-------------------------
-------------------------
epoch: 11
lr: 0.1000
best_acc: 51.08
train_acc: 47.63
train_loss: 1.83
test_acc: 49.26
test_acc_top5: 75.36
test_loss: 2.20
-------------------------
-------------------------
epoch: 12
lr: 0.1000
best_acc: 51.08
train_acc: 47.84
train_loss: 1.82
test_acc: 49.68
test_acc_top5: 76.14
test_loss: 2.15
-------------------------
-------------------------
epoch: 13
lr: 0.1000
best_acc: 51.08
train_acc: 48.13
train_loss: 1.81
test_acc: 49.67
test_acc_top5: 76.02
test_loss: 2.17
-------------------------
-------------------------
epoch: 14
lr: 0.1000
best_acc: 52.23
train_acc: 48.26
train_loss: 1.80
test_acc: 52.23
test_acc_top5: 77.73
test_loss: 2.05
-------------------------
-------------------------
epoch: 15
lr: 0.1000
best_acc: 52.23
train_acc: 48.42
train_loss: 1.79
test_acc: 49.49
test_acc_top5: 75.40
test_loss: 2.19
-------------------------
-------------------------
epoch: 16
lr: 0.1000
best_acc: 52.23
train_acc: 48.62
train_loss: 1.78
test_acc: 51.23
test_acc_top5: 76.97
test_loss: 2.09
-------------------------
-------------------------
epoch: 17
lr: 0.1000
best_acc: 52.23
train_acc: 48.69
train_loss: 1.78
test_acc: 51.14
test_acc_top5: 76.76
test_loss: 2.10
-------------------------
-------------------------
epoch: 18
lr: 0.1000
best_acc: 52.23
train_acc: 48.78
train_loss: 1.77
test_acc: 52.10
test_acc_top5: 77.70
test_loss: 2.05
-------------------------
-------------------------
epoch: 19
lr: 0.1000
best_acc: 52.23
train_acc: 48.91
train_loss: 1.77
test_acc: 51.12
test_acc_top5: 76.88
test_loss: 2.10
-------------------------
-------------------------
epoch: 20
lr: 0.1000
best_acc: 52.23
train_acc: 48.99
train_loss: 1.76
test_acc: 50.69
test_acc_top5: 76.66
test_loss: 2.11
-------------------------
-------------------------
epoch: 21
lr: 0.1000
best_acc: 52.23
train_acc: 48.91
train_loss: 1.76
test_acc: 52.16
test_acc_top5: 77.51
test_loss: 2.06
-------------------------
-------------------------
epoch: 22
lr: 0.1000
best_acc: 52.23
train_acc: 48.98
train_loss: 1.76
test_acc: 51.56
test_acc_top5: 77.18
test_loss: 2.08
-------------------------
-------------------------
epoch: 23
lr: 0.1000
best_acc: 52.23
train_acc: 49.09
train_loss: 1.76
test_acc: 51.62
test_acc_top5: 77.61
test_loss: 2.07
-------------------------
-------------------------
epoch: 24
lr: 0.1000
best_acc: 52.23
train_acc: 49.08
train_loss: 1.76
test_acc: 51.91
test_acc_top5: 77.40
test_loss: 2.07
-------------------------
-------------------------
epoch: 25
lr: 0.1000
best_acc: 52.23
train_acc: 49.03
train_loss: 1.76
test_acc: 48.22
test_acc_top5: 74.55
test_loss: 2.25
-------------------------
-------------------------
epoch: 26
lr: 0.1000
best_acc: 52.23
train_acc: 49.11
train_loss: 1.75
test_acc: 49.60
test_acc_top5: 75.81
test_loss: 2.17
-------------------------
-------------------------
epoch: 27
lr: 0.1000
best_acc: 52.23
train_acc: 49.15
train_loss: 1.75
test_acc: 51.93
test_acc_top5: 77.46
test_loss: 2.07
-------------------------
-------------------------
epoch: 28
lr: 0.1000
best_acc: 52.23
train_acc: 49.15
train_loss: 1.75
test_acc: 51.27
test_acc_top5: 76.83
test_loss: 2.09
-------------------------
-------------------------
epoch: 29
lr: 0.1000
best_acc: 52.23
train_acc: 49.23
train_loss: 1.75
test_acc: 51.27
test_acc_top5: 76.84
test_loss: 2.10
-------------------------
-------------------------
epoch: 30
lr: 0.1000
best_acc: 52.23
train_acc: 49.22
train_loss: 1.75
test_acc: 51.65
test_acc_top5: 77.25
test_loss: 2.08
-------------------------
-------------------------
epoch: 31
lr: 0.0100
best_acc: 64.56
train_acc: 58.32
train_loss: 1.32
test_acc: 64.56
test_acc_top5: 86.28
test_loss: 1.46
-------------------------
-------------------------
epoch: 32
lr: 0.0100
best_acc: 65.52
train_acc: 60.45
train_loss: 1.22
test_acc: 65.52
test_acc_top5: 86.80
test_loss: 1.42
-------------------------
-------------------------
epoch: 33
lr: 0.0100
best_acc: 65.96
train_acc: 61.23
train_loss: 1.19
test_acc: 65.96
test_acc_top5: 87.04
test_loss: 1.39
-------------------------
-------------------------
epoch: 34
lr: 0.0100
best_acc: 66.26
train_acc: 61.72
train_loss: 1.17
test_acc: 66.26
test_acc_top5: 87.25
test_loss: 1.38
-------------------------
-------------------------
epoch: 35
lr: 0.0100
best_acc: 66.50
train_acc: 62.12
train_loss: 1.15
test_acc: 66.50
test_acc_top5: 87.43
test_loss: 1.37
-------------------------
-------------------------
epoch: 36
lr: 0.0100
best_acc: 66.63
train_acc: 62.33
train_loss: 1.14
test_acc: 66.63
test_acc_top5: 87.55
test_loss: 1.37
-------------------------
-------------------------
epoch: 37
lr: 0.0100
best_acc: 66.64
train_acc: 62.40
train_loss: 1.14
test_acc: 66.64
test_acc_top5: 87.50
test_loss: 1.37
-------------------------
-------------------------
epoch: 38
lr: 0.0100
best_acc: 66.68
train_acc: 62.49
train_loss: 1.13
test_acc: 66.68
test_acc_top5: 87.62
test_loss: 1.36
-------------------------
-------------------------
epoch: 39
lr: 0.0100
best_acc: 66.68
train_acc: 62.57
train_loss: 1.13
test_acc: 66.54
test_acc_top5: 87.51
test_loss: 1.37
-------------------------
-------------------------
epoch: 40
lr: 0.0100
best_acc: 66.74
train_acc: 62.58
train_loss: 1.13
test_acc: 66.74
test_acc_top5: 87.33
test_loss: 1.37
-------------------------
-------------------------
epoch: 41
lr: 0.0100
best_acc: 66.74
train_acc: 62.54
train_loss: 1.14
test_acc: 66.31
test_acc_top5: 87.43
test_loss: 1.38
-------------------------
-------------------------
epoch: 42
lr: 0.0100
best_acc: 66.74
train_acc: 62.49
train_loss: 1.14
test_acc: 66.59
test_acc_top5: 87.38
test_loss: 1.37
-------------------------
-------------------------
epoch: 43
lr: 0.0100
best_acc: 66.76
train_acc: 62.50
train_loss: 1.14
test_acc: 66.76
test_acc_top5: 87.59
test_loss: 1.36
-------------------------
-------------------------
epoch: 44
lr: 0.0100
best_acc: 66.76
train_acc: 62.51
train_loss: 1.14
test_acc: 66.45
test_acc_top5: 87.37
test_loss: 1.37
-------------------------
-------------------------
epoch: 45
lr: 0.0100
best_acc: 66.76
train_acc: 62.42
train_loss: 1.14
test_acc: 66.19
test_acc_top5: 87.12
test_loss: 1.39
-------------------------
-------------------------
epoch: 46
lr: 0.0100
best_acc: 66.76
train_acc: 62.40
train_loss: 1.14
test_acc: 65.96
test_acc_top5: 87.07
test_loss: 1.39
-------------------------
-------------------------
epoch: 47
lr: 0.0100
best_acc: 66.76
train_acc: 62.33
train_loss: 1.15
test_acc: 66.16
test_acc_top5: 87.22
test_loss: 1.39
-------------------------
-------------------------
epoch: 48
lr: 0.0100
best_acc: 66.76
train_acc: 62.34
train_loss: 1.14
test_acc: 65.53
test_acc_top5: 86.91
test_loss: 1.41
-------------------------
-------------------------
epoch: 49
lr: 0.0100
best_acc: 66.76
train_acc: 62.33
train_loss: 1.15
test_acc: 66.08
test_acc_top5: 87.19
test_loss: 1.40
-------------------------
-------------------------
epoch: 50
lr: 0.0100
best_acc: 66.76
train_acc: 62.30
train_loss: 1.15
test_acc: 66.08
test_acc_top5: 87.35
test_loss: 1.38
-------------------------
-------------------------
epoch: 51
lr: 0.0100
best_acc: 66.76
train_acc: 62.42
train_loss: 1.15
test_acc: 65.69
test_acc_top5: 87.05
test_loss: 1.40
-------------------------
-------------------------
epoch: 52
lr: 0.0100
best_acc: 66.76
train_acc: 62.35
train_loss: 1.15
test_acc: 65.90
test_acc_top5: 86.90
test_loss: 1.40
-------------------------
-------------------------
epoch: 53
lr: 0.0100
best_acc: 66.76
train_acc: 62.34
train_loss: 1.15
test_acc: 66.11
test_acc_top5: 87.27
test_loss: 1.38
-------------------------
-------------------------
epoch: 54
lr: 0.0100
best_acc: 66.76
train_acc: 62.31
train_loss: 1.15
test_acc: 66.04
test_acc_top5: 87.21
test_loss: 1.39
-------------------------
-------------------------
epoch: 55
lr: 0.0100
best_acc: 66.76
train_acc: 62.39
train_loss: 1.14
test_acc: 66.02
test_acc_top5: 87.26
test_loss: 1.39
-------------------------
-------------------------
epoch: 56
lr: 0.0100
best_acc: 66.76
train_acc: 62.39
train_loss: 1.14
test_acc: 65.96
test_acc_top5: 87.17
test_loss: 1.39
-------------------------
-------------------------
epoch: 57
lr: 0.0100
best_acc: 66.76
train_acc: 62.37
train_loss: 1.14
test_acc: 65.77
test_acc_top5: 86.93
test_loss: 1.40
-------------------------
-------------------------
epoch: 58
lr: 0.0100
best_acc: 66.76
train_acc: 62.46
train_loss: 1.14
test_acc: 66.17
test_acc_top5: 87.37
test_loss: 1.38
-------------------------
-------------------------
epoch: 59
lr: 0.0100
best_acc: 66.76
train_acc: 62.47
train_loss: 1.14
test_acc: 66.43
test_acc_top5: 87.29
test_loss: 1.38
-------------------------
-------------------------
epoch: 60
lr: 0.0100
best_acc: 66.76
train_acc: 62.48
train_loss: 1.14
test_acc: 66.18
test_acc_top5: 87.16
test_loss: 1.39
-------------------------
-------------------------
epoch: 61
lr: 0.0010
best_acc: 69.39
train_acc: 65.66
train_loss: 1.01
test_acc: 69.39
test_acc_top5: 89.12
test_loss: 1.24
-------------------------
-------------------------
epoch: 62
lr: 0.0010
best_acc: 69.66
train_acc: 66.43
train_loss: 0.98
test_acc: 69.66
test_acc_top5: 89.36
test_loss: 1.23
-------------------------
-------------------------
epoch: 63
lr: 0.0010
best_acc: 69.81
train_acc: 66.71
train_loss: 0.97
test_acc: 69.81
test_acc_top5: 89.44
test_loss: 1.22
-------------------------
-------------------------
epoch: 64
lr: 0.0010
best_acc: 69.81
train_acc: 66.92
train_loss: 0.96
test_acc: 69.81
test_acc_top5: 89.44
test_loss: 1.22
-------------------------
-------------------------
epoch: 65
lr: 0.0010
best_acc: 69.95
train_acc: 67.03
train_loss: 0.96
test_acc: 69.95
test_acc_top5: 89.60
test_loss: 1.21
-------------------------
-------------------------
epoch: 66
lr: 0.0010
best_acc: 70.01
train_acc: 67.15
train_loss: 0.95
test_acc: 70.01
test_acc_top5: 89.67
test_loss: 1.21
-------------------------
-------------------------
epoch: 67
lr: 0.0010
best_acc: 70.01
train_acc: 67.17
train_loss: 0.95
test_acc: 70.00
test_acc_top5: 89.65
test_loss: 1.21
-------------------------
-------------------------
epoch: 68
lr: 0.0010
best_acc: 70.06
train_acc: 67.33
train_loss: 0.94
test_acc: 70.06
test_acc_top5: 89.66
test_loss: 1.21
-------------------------
-------------------------
epoch: 69
lr: 0.0010
best_acc: 70.06
train_acc: 67.39
train_loss: 0.94
test_acc: 69.99
test_acc_top5: 89.63
test_loss: 1.21
-------------------------
-------------------------
epoch: 70
lr: 0.0010
best_acc: 70.06
train_acc: 67.42
train_loss: 0.94
test_acc: 70.01
test_acc_top5: 89.58
test_loss: 1.21
-------------------------
-------------------------
epoch: 71
lr: 0.0010
best_acc: 70.12
train_acc: 67.52
train_loss: 0.94
test_acc: 70.12
test_acc_top5: 89.70
test_loss: 1.20
-------------------------
-------------------------
epoch: 72
lr: 0.0010
best_acc: 70.19
train_acc: 67.61
train_loss: 0.93
test_acc: 70.19
test_acc_top5: 89.71
test_loss: 1.20
-------------------------
-------------------------
epoch: 73
lr: 0.0010
best_acc: 70.31
train_acc: 67.59
train_loss: 0.93
test_acc: 70.31
test_acc_top5: 89.73
test_loss: 1.20
-------------------------
-------------------------
epoch: 74
lr: 0.0010
best_acc: 70.31
train_acc: 67.60
train_loss: 0.93
test_acc: 70.24
test_acc_top5: 89.66
test_loss: 1.20
-------------------------
-------------------------
epoch: 75
lr: 0.0010
best_acc: 70.31
train_acc: 67.67
train_loss: 0.93
test_acc: 70.25
test_acc_top5: 89.70
test_loss: 1.20
-------------------------
-------------------------
epoch: 76
lr: 0.0010
best_acc: 70.36
train_acc: 67.61
train_loss: 0.93
test_acc: 70.36
test_acc_top5: 89.73
test_loss: 1.19
-------------------------
-------------------------
epoch: 77
lr: 0.0010
best_acc: 70.36
train_acc: 67.74
train_loss: 0.93
test_acc: 70.33
test_acc_top5: 89.73
test_loss: 1.19
-------------------------
-------------------------
epoch: 78
lr: 0.0010
best_acc: 70.38
train_acc: 67.79
train_loss: 0.93
test_acc: 70.38
test_acc_top5: 89.82
test_loss: 1.19
-------------------------
-------------------------
epoch: 79
lr: 0.0010
best_acc: 70.38
train_acc: 67.83
train_loss: 0.93
test_acc: 70.29
test_acc_top5: 89.76
test_loss: 1.19
-------------------------
-------------------------
epoch: 80
lr: 0.0010
best_acc: 70.38
train_acc: 67.88
train_loss: 0.92
test_acc: 70.34
test_acc_top5: 89.78
test_loss: 1.20
-------------------------
-------------------------
epoch: 81
lr: 0.0010
best_acc: 70.38
train_acc: 67.87
train_loss: 0.92
test_acc: 70.30
test_acc_top5: 89.82
test_loss: 1.19
-------------------------
-------------------------
epoch: 82
lr: 0.0010
best_acc: 70.38
train_acc: 67.88
train_loss: 0.92
test_acc: 70.35
test_acc_top5: 89.81
test_loss: 1.19
-------------------------
-------------------------
epoch: 83
lr: 0.0010
best_acc: 70.47
train_acc: 67.93
train_loss: 0.92
test_acc: 70.47
test_acc_top5: 89.71
test_loss: 1.19
-------------------------
-------------------------
epoch: 84
lr: 0.0010
best_acc: 70.47
train_acc: 67.93
train_loss: 0.92
test_acc: 70.35
test_acc_top5: 89.73
test_loss: 1.19
-------------------------
-------------------------
epoch: 85
lr: 0.0010
best_acc: 70.47
train_acc: 67.99
train_loss: 0.92
test_acc: 70.39
test_acc_top5: 89.80
test_loss: 1.19
-------------------------
-------------------------
epoch: 86
lr: 0.0010
best_acc: 70.48
train_acc: 68.00
train_loss: 0.92
test_acc: 70.48
test_acc_top5: 89.80
test_loss: 1.19
-------------------------
-------------------------
epoch: 87
lr: 0.0010
best_acc: 70.48
train_acc: 68.02
train_loss: 0.92
test_acc: 70.43
test_acc_top5: 89.82
test_loss: 1.19
-------------------------
-------------------------
epoch: 88
lr: 0.0010
best_acc: 70.48
train_acc: 68.06
train_loss: 0.92
test_acc: 70.37
test_acc_top5: 89.80
test_loss: 1.19
-------------------------
-------------------------
epoch: 89
lr: 0.0010
best_acc: 70.48
train_acc: 68.12
train_loss: 0.92
test_acc: 70.42
test_acc_top5: 89.72
test_loss: 1.19
-------------------------
-------------------------
epoch: 90
lr: 0.0010
best_acc: 70.56
train_acc: 68.10
train_loss: 0.92
test_acc: 70.56
test_acc_top5: 89.75
test_loss: 1.19
-------------------------
-------------------------
epoch: 91
lr: 0.0001
best_acc: 70.77
train_acc: 68.58
train_loss: 0.90
test_acc: 70.77
test_acc_top5: 89.93
test_loss: 1.18
-------------------------
-------------------------
epoch: 92
lr: 0.0001
best_acc: 70.78
train_acc: 68.66
train_loss: 0.89
test_acc: 70.78
test_acc_top5: 89.92
test_loss: 1.17
-------------------------
-------------------------
epoch: 93
lr: 0.0001
best_acc: 70.78
train_acc: 68.73
train_loss: 0.89
test_acc: 70.74
test_acc_top5: 89.96
test_loss: 1.17
-------------------------
-------------------------
epoch: 94
lr: 0.0001
best_acc: 70.81
train_acc: 68.68
train_loss: 0.89
test_acc: 70.81
test_acc_top5: 89.98
test_loss: 1.17
-------------------------
-------------------------
epoch: 95
lr: 0.0001
best_acc: 70.81
train_acc: 68.77
train_loss: 0.89
test_acc: 70.79
test_acc_top5: 90.03
test_loss: 1.17
-------------------------
-------------------------
epoch: 96
lr: 0.0001
best_acc: 70.81
train_acc: 68.81
train_loss: 0.89
test_acc: 70.77
test_acc_top5: 90.00
test_loss: 1.17
-------------------------
-------------------------
epoch: 97
lr: 0.0001
best_acc: 70.87
train_acc: 68.74
train_loss: 0.89
test_acc: 70.87
test_acc_top5: 89.98
test_loss: 1.17
-------------------------
-------------------------
epoch: 98
lr: 0.0001
best_acc: 70.92
train_acc: 68.77
train_loss: 0.89
test_acc: 70.92
test_acc_top5: 89.98
test_loss: 1.17
-------------------------
-------------------------
epoch: 99
lr: 0.0001
best_acc: 70.92
train_acc: 68.77
train_loss: 0.89
test_acc: 70.85
test_acc_top5: 90.00
test_loss: 1.17
-------------------------
-------------------------
epoch: 100
lr: 0.0001
best_acc: 70.92
train_acc: 68.81
train_loss: 0.89
test_acc: 70.84
test_acc_top5: 90.03
test_loss: 1.17
-------------------------
best_acc	70.92