-------------------------
epoch: 1
lr: 0.1000
best_acc: 26.11
train_acc: 14.18
train_loss: 8.00
test_acc: 26.11
test_acc_top5: 51.87
test_loss: 3.50
-------------------------
-------------------------
epoch: 2
lr: 0.1000
best_acc: 35.59
train_acc: 30.93
train_loss: 5.56
test_acc: 35.59
test_acc_top5: 62.41
test_loss: 2.94
-------------------------
-------------------------
epoch: 3
lr: 0.1000
best_acc: 40.99
train_acc: 36.91
train_loss: 4.95
test_acc: 40.99
test_acc_top5: 68.31
test_loss: 2.61
-------------------------
-------------------------
epoch: 4
lr: 0.1000
best_acc: 43.08
train_acc: 39.90
train_loss: 4.65
test_acc: 43.08
test_acc_top5: 70.45
test_loss: 2.48
-------------------------
-------------------------
epoch: 5
lr: 0.1000
best_acc: 43.47
train_acc: 41.64
train_loss: 4.48
test_acc: 43.47
test_acc_top5: 70.21
test_loss: 2.49
-------------------------
-------------------------
epoch: 6
lr: 0.1000
best_acc: 46.19
train_acc: 42.85
train_loss: 4.37
test_acc: 46.19
test_acc_top5: 72.92
test_loss: 2.33
-------------------------
-------------------------
epoch: 7
lr: 0.1000
best_acc: 46.19
train_acc: 43.69
train_loss: 4.29
test_acc: 45.81
test_acc_top5: 72.49
test_loss: 2.38
-------------------------
-------------------------
epoch: 8
lr: 0.1000
best_acc: 46.19
train_acc: 44.38
train_loss: 4.22
test_acc: 46.11
test_acc_top5: 73.08
test_loss: 2.33
-------------------------
-------------------------
epoch: 9
lr: 0.1000
best_acc: 46.30
train_acc: 44.84
train_loss: 4.18
test_acc: 46.30
test_acc_top5: 73.05
test_loss: 2.34
-------------------------
-------------------------
epoch: 10
lr: 0.1000
best_acc: 46.61
train_acc: 45.36
train_loss: 4.13
test_acc: 46.61
test_acc_top5: 73.30
test_loss: 2.34
-------------------------
-------------------------
epoch: 11
lr: 0.1000
best_acc: 48.19
train_acc: 45.67
train_loss: 4.10
test_acc: 48.19
test_acc_top5: 74.79
test_loss: 2.23
-------------------------
-------------------------
epoch: 12
lr: 0.1000
best_acc: 48.19
train_acc: 45.96
train_loss: 4.07
test_acc: 47.96
test_acc_top5: 74.31
test_loss: 2.25
-------------------------
-------------------------
epoch: 13
lr: 0.1000
best_acc: 49.12
train_acc: 46.19
train_loss: 4.05
test_acc: 49.12
test_acc_top5: 75.79
test_loss: 2.18
-------------------------
-------------------------
epoch: 14
lr: 0.1000
best_acc: 49.12
train_acc: 46.45
train_loss: 4.03
test_acc: 48.03
test_acc_top5: 74.50
test_loss: 2.24
-------------------------
-------------------------
epoch: 15
lr: 0.1000
best_acc: 49.12
train_acc: 46.63
train_loss: 4.01
test_acc: 48.83
test_acc_top5: 75.05
test_loss: 2.20
-------------------------
-------------------------
epoch: 16
lr: 0.1000
best_acc: 49.12
train_acc: 46.80
train_loss: 4.00
test_acc: 48.62
test_acc_top5: 75.07
test_loss: 2.21
-------------------------
-------------------------
epoch: 17
lr: 0.1000
best_acc: 49.12
train_acc: 46.90
train_loss: 3.98
test_acc: 47.55
test_acc_top5: 74.17
test_loss: 2.27
-------------------------
-------------------------
epoch: 18
lr: 0.1000
best_acc: 49.97
train_acc: 47.09
train_loss: 3.97
test_acc: 49.97
test_acc_top5: 76.44
test_loss: 2.13
-------------------------
-------------------------
epoch: 19
lr: 0.1000
best_acc: 50.21
train_acc: 47.13
train_loss: 3.96
test_acc: 50.21
test_acc_top5: 76.86
test_loss: 2.11
-------------------------
-------------------------
epoch: 20
lr: 0.1000
best_acc: 50.21
train_acc: 47.31
train_loss: 3.95
test_acc: 48.68
test_acc_top5: 74.88
test_loss: 2.23
-------------------------
-------------------------
epoch: 21
lr: 0.1000
best_acc: 50.21
train_acc: 47.38
train_loss: 3.93
test_acc: 48.93
test_acc_top5: 75.25
test_loss: 2.20
-------------------------
-------------------------
epoch: 22
lr: 0.1000
best_acc: 50.21
train_acc: 47.48
train_loss: 3.93
test_acc: 48.26
test_acc_top5: 74.89
test_loss: 2.22
-------------------------
-------------------------
epoch: 23
lr: 0.1000
best_acc: 50.21
train_acc: 47.55
train_loss: 3.92
test_acc: 49.72
test_acc_top5: 75.94
test_loss: 2.16
-------------------------
-------------------------
epoch: 24
lr: 0.1000
best_acc: 50.21
train_acc: 47.59
train_loss: 3.92
test_acc: 49.39
test_acc_top5: 75.75
test_loss: 2.17
-------------------------
-------------------------
epoch: 25
lr: 0.1000
best_acc: 50.53
train_acc: 47.72
train_loss: 3.91
test_acc: 50.53
test_acc_top5: 76.63
test_loss: 2.12
-------------------------
-------------------------
epoch: 26
lr: 0.1000
best_acc: 50.53
train_acc: 47.80
train_loss: 3.90
test_acc: 49.14
test_acc_top5: 75.57
test_loss: 2.19
-------------------------
-------------------------
epoch: 27
lr: 0.1000
best_acc: 50.53
train_acc: 47.86
train_loss: 3.89
test_acc: 49.79
test_acc_top5: 76.35
test_loss: 2.14
-------------------------
-------------------------
epoch: 28
lr: 0.1000
best_acc: 50.53
train_acc: 47.87
train_loss: 3.89
test_acc: 49.67
test_acc_top5: 75.82
test_loss: 2.16
-------------------------
-------------------------
epoch: 29
lr: 0.1000
best_acc: 50.53
train_acc: 47.94
train_loss: 3.88
test_acc: 50.41
test_acc_top5: 76.73
test_loss: 2.10
-------------------------
-------------------------
epoch: 30
lr: 0.1000
best_acc: 50.54
train_acc: 48.05
train_loss: 3.87
test_acc: 50.54
test_acc_top5: 76.47
test_loss: 2.12
-------------------------
-------------------------
epoch: 31
lr: 0.0100
best_acc: 63.70
train_acc: 57.85
train_loss: 3.03
test_acc: 63.70
test_acc_top5: 85.99
test_loss: 1.48
-------------------------
-------------------------
epoch: 32
lr: 0.0100
best_acc: 64.80
train_acc: 59.92
train_loss: 2.85
test_acc: 64.80
test_acc_top5: 86.66
test_loss: 1.44
-------------------------
-------------------------
epoch: 33
lr: 0.0100
best_acc: 65.24
train_acc: 60.67
train_loss: 2.79
test_acc: 65.24
test_acc_top5: 86.70
test_loss: 1.42
-------------------------
-------------------------
epoch: 34
lr: 0.0100
best_acc: 65.29
train_acc: 61.15
train_loss: 2.75
test_acc: 65.29
test_acc_top5: 86.90
test_loss: 1.41
-------------------------
-------------------------
epoch: 35
lr: 0.0100
best_acc: 65.42
train_acc: 61.42
train_loss: 2.73
test_acc: 65.42
test_acc_top5: 86.97
test_loss: 1.41
-------------------------
-------------------------
epoch: 36
lr: 0.0100
best_acc: 65.70
train_acc: 61.64
train_loss: 2.72
test_acc: 65.70
test_acc_top5: 87.08
test_loss: 1.39
-------------------------
-------------------------
epoch: 37
lr: 0.0100
best_acc: 65.70
train_acc: 61.76
train_loss: 2.70
test_acc: 65.27
test_acc_top5: 86.85
test_loss: 1.41
-------------------------
-------------------------
epoch: 38
lr: 0.0100
best_acc: 65.70
train_acc: 61.94
train_loss: 2.70
test_acc: 65.56
test_acc_top5: 87.07
test_loss: 1.39
-------------------------
-------------------------
epoch: 39
lr: 0.0100
best_acc: 65.70
train_acc: 61.92
train_loss: 2.70
test_acc: 65.11
test_acc_top5: 86.73
test_loss: 1.41
-------------------------
-------------------------
epoch: 40
lr: 0.0100
best_acc: 65.70
train_acc: 61.92
train_loss: 2.70
test_acc: 65.52
test_acc_top5: 87.07
test_loss: 1.41
-------------------------
-------------------------
epoch: 41
lr: 0.0100
best_acc: 65.70
train_acc: 61.95
train_loss: 2.70
test_acc: 65.33
test_acc_top5: 86.83
test_loss: 1.41
-------------------------
-------------------------
epoch: 42
lr: 0.0100
best_acc: 65.70
train_acc: 62.00
train_loss: 2.71
test_acc: 64.59
test_acc_top5: 86.49
test_loss: 1.44
-------------------------
-------------------------
epoch: 43
lr: 0.0100
best_acc: 65.70
train_acc: 61.97
train_loss: 2.71
test_acc: 65.39
test_acc_top5: 86.97
test_loss: 1.41
-------------------------
-------------------------
epoch: 44
lr: 0.0100
best_acc: 65.70
train_acc: 61.89
train_loss: 2.71
test_acc: 65.04
test_acc_top5: 86.66
test_loss: 1.42
-------------------------
-------------------------
epoch: 45
lr: 0.0100
best_acc: 65.70
train_acc: 61.88
train_loss: 2.72
test_acc: 64.43
test_acc_top5: 86.38
test_loss: 1.44
-------------------------
-------------------------
epoch: 46
lr: 0.0100
best_acc: 65.70
train_acc: 61.90
train_loss: 2.72
test_acc: 64.51
test_acc_top5: 86.33
test_loss: 1.45
-------------------------
-------------------------
epoch: 47
lr: 0.0100
best_acc: 65.70
train_acc: 61.88
train_loss: 2.72
test_acc: 65.11
test_acc_top5: 86.85
test_loss: 1.41
-------------------------
-------------------------
epoch: 48
lr: 0.0100
best_acc: 65.70
train_acc: 61.87
train_loss: 2.72
test_acc: 64.82
test_acc_top5: 86.47
test_loss: 1.44
-------------------------
-------------------------
epoch: 49
lr: 0.0100
best_acc: 65.70
train_acc: 61.91
train_loss: 2.73
test_acc: 64.67
test_acc_top5: 86.40
test_loss: 1.45
-------------------------
-------------------------
epoch: 50
lr: 0.0100
best_acc: 65.70
train_acc: 61.93
train_loss: 2.72
test_acc: 65.22
test_acc_top5: 86.62
test_loss: 1.42
-------------------------
-------------------------
epoch: 51
lr: 0.0100
best_acc: 65.70
train_acc: 61.92
train_loss: 2.72
test_acc: 65.12
test_acc_top5: 86.43
test_loss: 1.43
-------------------------
-------------------------
epoch: 52
lr: 0.0100
best_acc: 65.70
train_acc: 61.87
train_loss: 2.73
test_acc: 64.66
test_acc_top5: 86.34
test_loss: 1.44
-------------------------
-------------------------
epoch: 53
lr: 0.0100
best_acc: 65.70
train_acc: 61.86
train_loss: 2.73
test_acc: 64.90
test_acc_top5: 86.61
test_loss: 1.43
-------------------------
-------------------------
epoch: 54
lr: 0.0100
best_acc: 65.70
train_acc: 61.93
train_loss: 2.72
test_acc: 65.11
test_acc_top5: 86.80
test_loss: 1.43
-------------------------
-------------------------
epoch: 55
lr: 0.0100
best_acc: 65.70
train_acc: 62.00
train_loss: 2.72
test_acc: 64.89
test_acc_top5: 86.48
test_loss: 1.44
-------------------------
-------------------------
epoch: 56
lr: 0.0100
best_acc: 65.70
train_acc: 61.98
train_loss: 2.72
test_acc: 65.19
test_acc_top5: 86.70
test_loss: 1.42
-------------------------
-------------------------
epoch: 57
lr: 0.0100
best_acc: 65.70
train_acc: 61.98
train_loss: 2.72
test_acc: 64.38
test_acc_top5: 86.30
test_loss: 1.45
-------------------------
-------------------------
epoch: 58
lr: 0.0100
best_acc: 65.70
train_acc: 62.03
train_loss: 2.72
test_acc: 65.04
test_acc_top5: 86.73
test_loss: 1.43
-------------------------
-------------------------
epoch: 59
lr: 0.0100
best_acc: 65.70
train_acc: 62.08
train_loss: 2.72
test_acc: 64.98
test_acc_top5: 86.63
test_loss: 1.42
-------------------------
-------------------------
epoch: 60
lr: 0.0100
best_acc: 65.70
train_acc: 62.13
train_loss: 2.71
test_acc: 64.73
test_acc_top5: 86.66
test_loss: 1.43
-------------------------
-------------------------
epoch: 61
lr: 0.0010
best_acc: 69.00
train_acc: 65.86
train_loss: 2.44
test_acc: 69.00
test_acc_top5: 88.87
test_loss: 1.25
-------------------------
-------------------------
epoch: 62
lr: 0.0010
best_acc: 69.23
train_acc: 66.59
train_loss: 2.38
test_acc: 69.23
test_acc_top5: 89.00
test_loss: 1.24
-------------------------
-------------------------
epoch: 63
lr: 0.0010
best_acc: 69.41
train_acc: 66.91
train_loss: 2.35
test_acc: 69.41
test_acc_top5: 89.11
test_loss: 1.23
-------------------------
-------------------------
epoch: 64
lr: 0.0010
best_acc: 69.62
train_acc: 67.18
train_loss: 2.34
test_acc: 69.62
test_acc_top5: 89.20
test_loss: 1.23
-------------------------
-------------------------
epoch: 65
lr: 0.0010
best_acc: 69.72
train_acc: 67.29
train_loss: 2.33
test_acc: 69.72
test_acc_top5: 89.23
test_loss: 1.23
-------------------------
-------------------------
epoch: 66
lr: 0.0010
best_acc: 69.72
train_acc: 67.38
train_loss: 2.32
test_acc: 69.67
test_acc_top5: 89.23
test_loss: 1.22
-------------------------
-------------------------
epoch: 67
lr: 0.0010
best_acc: 69.76
train_acc: 67.52
train_loss: 2.31
test_acc: 69.76
test_acc_top5: 89.27
test_loss: 1.22
-------------------------
-------------------------
epoch: 68
lr: 0.0010
best_acc: 69.77
train_acc: 67.61
train_loss: 2.30
test_acc: 69.77
test_acc_top5: 89.32
test_loss: 1.22
-------------------------
-------------------------
epoch: 69
lr: 0.0010
best_acc: 69.96
train_acc: 67.68
train_loss: 2.30
test_acc: 69.96
test_acc_top5: 89.34
test_loss: 1.21
-------------------------
-------------------------
epoch: 70
lr: 0.0010
best_acc: 69.96
train_acc: 67.75
train_loss: 2.29
test_acc: 69.80
test_acc_top5: 89.40
test_loss: 1.21
-------------------------
-------------------------
epoch: 71
lr: 0.0010
best_acc: 70.00
train_acc: 67.85
train_loss: 2.29
test_acc: 70.00
test_acc_top5: 89.43
test_loss: 1.21
-------------------------
-------------------------
epoch: 72
lr: 0.0010
best_acc: 70.13
train_acc: 67.87
train_loss: 2.29
test_acc: 70.13
test_acc_top5: 89.39
test_loss: 1.21
-------------------------
-------------------------
epoch: 73
lr: 0.0010
best_acc: 70.13
train_acc: 67.90
train_loss: 2.28
test_acc: 70.03
test_acc_top5: 89.27
test_loss: 1.21
-------------------------
-------------------------
epoch: 74
lr: 0.0010
best_acc: 70.13
train_acc: 67.95
train_loss: 2.28
test_acc: 69.80
test_acc_top5: 89.33
test_loss: 1.21
-------------------------
-------------------------
epoch: 75
lr: 0.0010
best_acc: 70.13
train_acc: 68.03
train_loss: 2.27
test_acc: 70.11
test_acc_top5: 89.37
test_loss: 1.21
-------------------------
-------------------------
epoch: 76
lr: 0.0010
best_acc: 70.19
train_acc: 68.01
train_loss: 2.27
test_acc: 70.19
test_acc_top5: 89.49
test_loss: 1.21
-------------------------
-------------------------
epoch: 77
lr: 0.0010
best_acc: 70.19
train_acc: 68.17
train_loss: 2.27
test_acc: 70.17
test_acc_top5: 89.42
test_loss: 1.21
-------------------------
-------------------------
epoch: 78
lr: 0.0010
best_acc: 70.19
train_acc: 68.20
train_loss: 2.26
test_acc: 70.14
test_acc_top5: 89.42
test_loss: 1.21
-------------------------
-------------------------
epoch: 79
lr: 0.0010
best_acc: 70.19
train_acc: 68.26
train_loss: 2.26
test_acc: 70.05
test_acc_top5: 89.47
test_loss: 1.21
-------------------------
-------------------------
epoch: 80
lr: 0.0010
best_acc: 70.19
train_acc: 68.22
train_loss: 2.26
test_acc: 70.10
test_acc_top5: 89.56
test_loss: 1.20
-------------------------
-------------------------
epoch: 81
lr: 0.0010
best_acc: 70.20
train_acc: 68.27
train_loss: 2.26
test_acc: 70.20
test_acc_top5: 89.51
test_loss: 1.21
-------------------------
-------------------------
epoch: 82
lr: 0.0010
best_acc: 70.20
train_acc: 68.37
train_loss: 2.26
test_acc: 70.15
test_acc_top5: 89.51
test_loss: 1.20
-------------------------
-------------------------
epoch: 83
lr: 0.0010
best_acc: 70.20
train_acc: 68.33
train_loss: 2.25
test_acc: 70.10
test_acc_top5: 89.52
test_loss: 1.21
-------------------------
-------------------------
epoch: 84
lr: 0.0010
best_acc: 70.31
train_acc: 68.38
train_loss: 2.25
test_acc: 70.31
test_acc_top5: 89.51
test_loss: 1.20
-------------------------
-------------------------
epoch: 85
lr: 0.0010
best_acc: 70.31
train_acc: 68.41
train_loss: 2.25
test_acc: 69.99
test_acc_top5: 89.38
test_loss: 1.21
-------------------------
-------------------------
epoch: 86
lr: 0.0010
best_acc: 70.31
train_acc: 68.52
train_loss: 2.25
test_acc: 69.97
test_acc_top5: 89.41
test_loss: 1.21
-------------------------
-------------------------
epoch: 87
lr: 0.0010
best_acc: 70.31
train_acc: 68.51
train_loss: 2.24
test_acc: 70.29
test_acc_top5: 89.43
test_loss: 1.20
-------------------------
-------------------------
epoch: 88
lr: 0.0010
best_acc: 70.32
train_acc: 68.45
train_loss: 2.25
test_acc: 70.32
test_acc_top5: 89.52
test_loss: 1.20
-------------------------
-------------------------
epoch: 89
lr: 0.0010
best_acc: 70.32
train_acc: 68.54
train_loss: 2.24
test_acc: 70.31
test_acc_top5: 89.57
test_loss: 1.20
-------------------------
-------------------------
epoch: 90
lr: 0.0010
best_acc: 70.39
train_acc: 68.60
train_loss: 2.24
test_acc: 70.39
test_acc_top5: 89.52
test_loss: 1.20
-------------------------
-------------------------
epoch: 91
lr: 0.0001
best_acc: 70.77
train_acc: 69.11
train_loss: 2.20
test_acc: 70.77
test_acc_top5: 89.70
test_loss: 1.18
-------------------------
-------------------------
epoch: 92
lr: 0.0001
best_acc: 70.77
train_acc: 69.31
train_loss: 2.19
test_acc: 70.70
test_acc_top5: 89.80
test_loss: 1.18
-------------------------
-------------------------
epoch: 93
lr: 0.0001
best_acc: 70.77
train_acc: 69.34
train_loss: 2.19
test_acc: 70.72
test_acc_top5: 89.81
test_loss: 1.18
-------------------------
-------------------------
epoch: 94
lr: 0.0001
best_acc: 70.77
train_acc: 69.36
train_loss: 2.19
test_acc: 70.76
test_acc_top5: 89.79
test_loss: 1.18
-------------------------
-------------------------
epoch: 95
lr: 0.0001
best_acc: 70.77
train_acc: 69.37
train_loss: 2.18
test_acc: 70.71
test_acc_top5: 89.79
test_loss: 1.18
-------------------------
-------------------------
epoch: 96
lr: 0.0001
best_acc: 70.77
train_acc: 69.40
train_loss: 2.19
test_acc: 70.74
test_acc_top5: 89.82
test_loss: 1.18
-------------------------
-------------------------
epoch: 97
lr: 0.0001
best_acc: 70.77
train_acc: 69.42
train_loss: 2.18
test_acc: 70.69
test_acc_top5: 89.78
test_loss: 1.18
-------------------------
-------------------------
epoch: 98
lr: 0.0001
best_acc: 70.77
train_acc: 69.44
train_loss: 2.18
test_acc: 70.75
test_acc_top5: 89.75
test_loss: 1.18
-------------------------
-------------------------
epoch: 99
lr: 0.0001
best_acc: 70.78
train_acc: 69.39
train_loss: 2.19
test_acc: 70.78
test_acc_top5: 89.82
test_loss: 1.18
-------------------------
-------------------------
epoch: 100
lr: 0.0001
best_acc: 70.78
train_acc: 69.43
train_loss: 2.18
test_acc: 70.71
test_acc_top5: 89.84
test_loss: 1.18
-------------------------
best_acc	70.78