-------------------------
epoch: 1
lr: 0.1000
best_acc: 29.14
train_acc: 13.40
train_loss: 11.72
test_acc: 29.14
test_acc_top5: 55.57
test_loss: 3.29
-------------------------
-------------------------
epoch: 2
lr: 0.1000
best_acc: 40.05
train_acc: 33.97
train_loss: 8.69
test_acc: 40.05
test_acc_top5: 67.58
test_loss: 2.66
-------------------------
-------------------------
epoch: 3
lr: 0.1000
best_acc: 46.74
train_acc: 42.50
train_loss: 7.69
test_acc: 46.74
test_acc_top5: 73.82
test_loss: 2.30
-------------------------
-------------------------
epoch: 4
lr: 0.1000
best_acc: 50.64
train_acc: 46.65
train_loss: 7.20
test_acc: 50.64
test_acc_top5: 77.05
test_loss: 2.11
-------------------------
-------------------------
epoch: 5
lr: 0.1000
best_acc: 50.64
train_acc: 49.02
train_loss: 6.93
test_acc: 49.70
test_acc_top5: 76.42
test_loss: 2.14
-------------------------
-------------------------
epoch: 6
lr: 0.1000
best_acc: 54.35
train_acc: 50.44
train_loss: 6.75
test_acc: 54.35
test_acc_top5: 79.96
test_loss: 1.92
-------------------------
-------------------------
epoch: 7
lr: 0.1000
best_acc: 54.35
train_acc: 51.46
train_loss: 6.62
test_acc: 52.78
test_acc_top5: 78.89
test_loss: 2.00
-------------------------
-------------------------
epoch: 8
lr: 0.1000
best_acc: 54.35
train_acc: 52.14
train_loss: 6.53
test_acc: 52.52
test_acc_top5: 78.03
test_loss: 2.03
-------------------------
-------------------------
epoch: 9
lr: 0.1000
best_acc: 56.31
train_acc: 52.69
train_loss: 6.47
test_acc: 56.31
test_acc_top5: 81.64
test_loss: 1.82
-------------------------
-------------------------
epoch: 10
lr: 0.1000
best_acc: 56.55
train_acc: 53.12
train_loss: 6.41
test_acc: 56.55
test_acc_top5: 81.82
test_loss: 1.81
-------------------------
-------------------------
epoch: 11
lr: 0.1000
best_acc: 56.83
train_acc: 53.44
train_loss: 6.37
test_acc: 56.83
test_acc_top5: 81.76
test_loss: 1.80
-------------------------
-------------------------
epoch: 12
lr: 0.1000
best_acc: 57.35
train_acc: 53.73
train_loss: 6.33
test_acc: 57.35
test_acc_top5: 82.17
test_loss: 1.78
-------------------------
-------------------------
epoch: 13
lr: 0.1000
best_acc: 57.35
train_acc: 53.97
train_loss: 6.30
test_acc: 56.31
test_acc_top5: 81.46
test_loss: 1.83
-------------------------
-------------------------
epoch: 14
lr: 0.1000
best_acc: 57.35
train_acc: 54.14
train_loss: 6.28
test_acc: 56.37
test_acc_top5: 81.77
test_loss: 1.81
-------------------------
-------------------------
epoch: 15
lr: 0.1000
best_acc: 57.35
train_acc: 54.25
train_loss: 6.26
test_acc: 56.20
test_acc_top5: 81.25
test_loss: 1.84
-------------------------
-------------------------
epoch: 16
lr: 0.1000
best_acc: 57.35
train_acc: 54.44
train_loss: 6.24
test_acc: 56.43
test_acc_top5: 81.62
test_loss: 1.82
-------------------------
-------------------------
epoch: 17
lr: 0.1000
best_acc: 57.35
train_acc: 54.59
train_loss: 6.22
test_acc: 55.86
test_acc_top5: 81.17
test_loss: 1.85
-------------------------
-------------------------
epoch: 18
lr: 0.1000
best_acc: 57.35
train_acc: 54.65
train_loss: 6.20
test_acc: 56.80
test_acc_top5: 81.96
test_loss: 1.80
-------------------------
-------------------------
epoch: 19
lr: 0.1000
best_acc: 57.35
train_acc: 54.80
train_loss: 6.19
test_acc: 51.41
test_acc_top5: 77.64
test_loss: 2.07
-------------------------
-------------------------
epoch: 20
lr: 0.1000
best_acc: 57.35
train_acc: 54.86
train_loss: 6.18
test_acc: 55.46
test_acc_top5: 80.90
test_loss: 1.87
-------------------------
-------------------------
epoch: 21
lr: 0.1000
best_acc: 57.40
train_acc: 54.94
train_loss: 6.17
test_acc: 57.40
test_acc_top5: 82.17
test_loss: 1.78
-------------------------
-------------------------
epoch: 22
lr: 0.1000
best_acc: 57.98
train_acc: 54.92
train_loss: 6.16
test_acc: 57.98
test_acc_top5: 82.68
test_loss: 1.75
-------------------------
-------------------------
epoch: 23
lr: 0.1000
best_acc: 57.98
train_acc: 55.06
train_loss: 6.15
test_acc: 57.03
test_acc_top5: 82.20
test_loss: 1.79
-------------------------
-------------------------
epoch: 24
lr: 0.1000
best_acc: 58.46
train_acc: 55.10
train_loss: 6.14
test_acc: 58.46
test_acc_top5: 83.11
test_loss: 1.72
-------------------------
-------------------------
epoch: 25
lr: 0.1000
best_acc: 58.46
train_acc: 55.19
train_loss: 6.14
test_acc: 57.27
test_acc_top5: 82.13
test_loss: 1.78
-------------------------
-------------------------
epoch: 26
lr: 0.1000
best_acc: 58.46
train_acc: 55.21
train_loss: 6.13
test_acc: 56.19
test_acc_top5: 81.08
test_loss: 1.86
-------------------------
-------------------------
epoch: 27
lr: 0.1000
best_acc: 59.17
train_acc: 55.24
train_loss: 6.12
test_acc: 59.17
test_acc_top5: 83.25
test_loss: 1.71
-------------------------
-------------------------
epoch: 28
lr: 0.1000
best_acc: 59.17
train_acc: 55.34
train_loss: 6.11
test_acc: 57.61
test_acc_top5: 82.59
test_loss: 1.76
-------------------------
-------------------------
epoch: 29
lr: 0.1000
best_acc: 59.17
train_acc: 55.37
train_loss: 6.11
test_acc: 57.47
test_acc_top5: 82.23
test_loss: 1.78
-------------------------
-------------------------
epoch: 30
lr: 0.1000
best_acc: 59.17
train_acc: 55.39
train_loss: 6.10
test_acc: 57.70
test_acc_top5: 82.40
test_loss: 1.76
-------------------------
-------------------------
epoch: 31
lr: 0.0100
best_acc: 68.66
train_acc: 63.54
train_loss: 5.25
test_acc: 68.66
test_acc_top5: 89.27
test_loss: 1.26
-------------------------
-------------------------
epoch: 32
lr: 0.0100
best_acc: 69.18
train_acc: 65.15
train_loss: 5.07
test_acc: 69.18
test_acc_top5: 89.44
test_loss: 1.24
-------------------------
-------------------------
epoch: 33
lr: 0.0100
best_acc: 69.53
train_acc: 65.67
train_loss: 5.01
test_acc: 69.53
test_acc_top5: 89.67
test_loss: 1.22
-------------------------
-------------------------
epoch: 34
lr: 0.0100
best_acc: 69.80
train_acc: 65.95
train_loss: 4.98
test_acc: 69.80
test_acc_top5: 89.72
test_loss: 1.21
-------------------------
-------------------------
epoch: 35
lr: 0.0100
best_acc: 69.92
train_acc: 66.14
train_loss: 4.96
test_acc: 69.92
test_acc_top5: 89.58
test_loss: 1.21
-------------------------
-------------------------
epoch: 36
lr: 0.0100
best_acc: 69.92
train_acc: 66.26
train_loss: 4.95
test_acc: 69.54
test_acc_top5: 89.61
test_loss: 1.22
-------------------------
-------------------------
epoch: 37
lr: 0.0100
best_acc: 69.92
train_acc: 66.30
train_loss: 4.94
test_acc: 69.69
test_acc_top5: 89.44
test_loss: 1.22
-------------------------
-------------------------
epoch: 38
lr: 0.0100
best_acc: 69.92
train_acc: 66.36
train_loss: 4.94
test_acc: 69.78
test_acc_top5: 89.63
test_loss: 1.21
-------------------------
-------------------------
epoch: 39
lr: 0.0100
best_acc: 69.92
train_acc: 66.43
train_loss: 4.94
test_acc: 68.69
test_acc_top5: 88.95
test_loss: 1.27
-------------------------
-------------------------
epoch: 40
lr: 0.0100
best_acc: 69.92
train_acc: 66.35
train_loss: 4.95
test_acc: 69.47
test_acc_top5: 89.56
test_loss: 1.23
-------------------------
-------------------------
epoch: 41
lr: 0.0100
best_acc: 69.92
train_acc: 66.31
train_loss: 4.95
test_acc: 69.64
test_acc_top5: 89.60
test_loss: 1.22
-------------------------
-------------------------
epoch: 42
lr: 0.0100
best_acc: 69.92
train_acc: 66.32
train_loss: 4.96
test_acc: 69.53
test_acc_top5: 89.56
test_loss: 1.22
-------------------------
-------------------------
epoch: 43
lr: 0.0100
best_acc: 69.92
train_acc: 66.26
train_loss: 4.96
test_acc: 69.63
test_acc_top5: 89.64
test_loss: 1.22
-------------------------
-------------------------
epoch: 44
lr: 0.0100
best_acc: 69.92
train_acc: 66.24
train_loss: 4.97
test_acc: 69.45
test_acc_top5: 89.43
test_loss: 1.23
-------------------------
-------------------------
epoch: 45
lr: 0.0100
best_acc: 69.92
train_acc: 66.23
train_loss: 4.97
test_acc: 69.13
test_acc_top5: 89.49
test_loss: 1.24
-------------------------
-------------------------
epoch: 46
lr: 0.0100
best_acc: 69.92
train_acc: 66.18
train_loss: 4.98
test_acc: 68.37
test_acc_top5: 88.84
test_loss: 1.27
-------------------------
-------------------------
epoch: 47
lr: 0.0100
best_acc: 69.92
train_acc: 66.13
train_loss: 4.98
test_acc: 68.93
test_acc_top5: 89.19
test_loss: 1.25
-------------------------
-------------------------
epoch: 48
lr: 0.0100
best_acc: 69.92
train_acc: 66.18
train_loss: 4.98
test_acc: 69.03
test_acc_top5: 89.18
test_loss: 1.25
-------------------------
-------------------------
epoch: 49
lr: 0.0100
best_acc: 69.92
train_acc: 66.18
train_loss: 4.98
test_acc: 69.33
test_acc_top5: 89.44
test_loss: 1.23
-------------------------
-------------------------
epoch: 50
lr: 0.0100
best_acc: 69.92
train_acc: 66.14
train_loss: 4.98
test_acc: 68.95
test_acc_top5: 89.22
test_loss: 1.25
-------------------------
-------------------------
epoch: 51
lr: 0.0100
best_acc: 69.92
train_acc: 66.16
train_loss: 4.98
test_acc: 69.01
test_acc_top5: 89.35
test_loss: 1.24
-------------------------
-------------------------
epoch: 52
lr: 0.0100
best_acc: 69.92
train_acc: 66.15
train_loss: 4.98
test_acc: 68.80
test_acc_top5: 89.19
test_loss: 1.25
-------------------------
-------------------------
epoch: 53
lr: 0.0100
best_acc: 69.92
train_acc: 66.17
train_loss: 4.98
test_acc: 68.83
test_acc_top5: 89.21
test_loss: 1.26
-------------------------
-------------------------
epoch: 54
lr: 0.0100
best_acc: 69.92
train_acc: 66.15
train_loss: 4.98
test_acc: 67.39
test_acc_top5: 88.29
test_loss: 1.32
-------------------------
-------------------------
epoch: 55
lr: 0.0100
best_acc: 69.92
train_acc: 66.14
train_loss: 4.98
test_acc: 69.09
test_acc_top5: 89.29
test_loss: 1.24
-------------------------
-------------------------
epoch: 56
lr: 0.0100
best_acc: 69.92
train_acc: 66.22
train_loss: 4.98
test_acc: 68.88
test_acc_top5: 89.31
test_loss: 1.25
-------------------------
-------------------------
epoch: 57
lr: 0.0100
best_acc: 69.92
train_acc: 66.13
train_loss: 4.98
test_acc: 68.34
test_acc_top5: 88.85
test_loss: 1.28
-------------------------
-------------------------
epoch: 58
lr: 0.0100
best_acc: 69.92
train_acc: 66.23
train_loss: 4.98
test_acc: 68.46
test_acc_top5: 88.96
test_loss: 1.27
-------------------------
-------------------------
epoch: 59
lr: 0.0100
best_acc: 69.92
train_acc: 66.20
train_loss: 4.98
test_acc: 68.92
test_acc_top5: 89.28
test_loss: 1.25
-------------------------
-------------------------
epoch: 60
lr: 0.0100
best_acc: 69.92
train_acc: 66.20
train_loss: 4.98
test_acc: 68.92
test_acc_top5: 89.17
test_loss: 1.25
-------------------------
-------------------------
epoch: 61
lr: 0.0010
best_acc: 71.92
train_acc: 68.97
train_loss: 4.69
test_acc: 71.92
test_acc_top5: 90.89
test_loss: 1.12
-------------------------
-------------------------
epoch: 62
lr: 0.0010
best_acc: 72.10
train_acc: 69.48
train_loss: 4.63
test_acc: 72.10
test_acc_top5: 90.90
test_loss: 1.11
-------------------------
-------------------------
epoch: 63
lr: 0.0010
best_acc: 72.21
train_acc: 69.66
train_loss: 4.62
test_acc: 72.21
test_acc_top5: 91.02
test_loss: 1.11
-------------------------
-------------------------
epoch: 64
lr: 0.0010
best_acc: 72.25
train_acc: 69.81
train_loss: 4.60
test_acc: 72.25
test_acc_top5: 90.96
test_loss: 1.11
-------------------------
-------------------------
epoch: 65
lr: 0.0010
best_acc: 72.32
train_acc: 69.85
train_loss: 4.59
test_acc: 72.32
test_acc_top5: 91.03
test_loss: 1.11
-------------------------
-------------------------
epoch: 66
lr: 0.0010
best_acc: 72.43
train_acc: 69.95
train_loss: 4.58
test_acc: 72.43
test_acc_top5: 91.04
test_loss: 1.10
-------------------------
-------------------------
epoch: 67
lr: 0.0010
best_acc: 72.43
train_acc: 70.01
train_loss: 4.58
test_acc: 72.32
test_acc_top5: 91.08
test_loss: 1.10
-------------------------
-------------------------
epoch: 68
lr: 0.0010
best_acc: 72.44
train_acc: 70.11
train_loss: 4.57
test_acc: 72.44
test_acc_top5: 91.07
test_loss: 1.10
-------------------------
-------------------------
epoch: 69
lr: 0.0010
best_acc: 72.44
train_acc: 70.10
train_loss: 4.57
test_acc: 72.39
test_acc_top5: 91.01
test_loss: 1.10
-------------------------
-------------------------
epoch: 70
lr: 0.0010
best_acc: 72.44
train_acc: 70.18
train_loss: 4.56
test_acc: 72.37
test_acc_top5: 91.04
test_loss: 1.10
-------------------------
-------------------------
epoch: 71
lr: 0.0010
best_acc: 72.47
train_acc: 70.19
train_loss: 4.56
test_acc: 72.47
test_acc_top5: 91.09
test_loss: 1.10
-------------------------
-------------------------
epoch: 72
lr: 0.0010
best_acc: 72.52
train_acc: 70.19
train_loss: 4.56
test_acc: 72.52
test_acc_top5: 91.01
test_loss: 1.10
-------------------------
-------------------------
epoch: 73
lr: 0.0010
best_acc: 72.52
train_acc: 70.25
train_loss: 4.55
test_acc: 72.46
test_acc_top5: 91.02
test_loss: 1.10
-------------------------
-------------------------
epoch: 74
lr: 0.0010
best_acc: 72.55
train_acc: 70.33
train_loss: 4.55
test_acc: 72.55
test_acc_top5: 91.11
test_loss: 1.10
-------------------------
-------------------------
epoch: 75
lr: 0.0010
best_acc: 72.55
train_acc: 70.34
train_loss: 4.55
test_acc: 72.48
test_acc_top5: 91.01
test_loss: 1.10
-------------------------
-------------------------
epoch: 76
lr: 0.0010
best_acc: 72.55
train_acc: 70.31
train_loss: 4.55
test_acc: 72.54
test_acc_top5: 91.10
test_loss: 1.09
-------------------------
-------------------------
epoch: 77
lr: 0.0010
best_acc: 72.55
train_acc: 70.36
train_loss: 4.55
test_acc: 72.49
test_acc_top5: 91.07
test_loss: 1.10
-------------------------
-------------------------
epoch: 78
lr: 0.0010
best_acc: 72.55
train_acc: 70.37
train_loss: 4.54
test_acc: 72.51
test_acc_top5: 91.21
test_loss: 1.09
-------------------------
-------------------------
epoch: 79
lr: 0.0010
best_acc: 72.55
train_acc: 70.38
train_loss: 4.54
test_acc: 72.51
test_acc_top5: 91.21
test_loss: 1.09
-------------------------
-------------------------
epoch: 80
lr: 0.0010
best_acc: 72.55
train_acc: 70.40
train_loss: 4.54
test_acc: 72.53
test_acc_top5: 91.13
test_loss: 1.09
-------------------------
-------------------------
epoch: 81
lr: 0.0010
best_acc: 72.58
train_acc: 70.52
train_loss: 4.53
test_acc: 72.58
test_acc_top5: 91.14
test_loss: 1.09
-------------------------
-------------------------
epoch: 82
lr: 0.0010
best_acc: 72.58
train_acc: 70.45
train_loss: 4.54
test_acc: 72.56
test_acc_top5: 91.17
test_loss: 1.09
-------------------------
-------------------------
epoch: 83
lr: 0.0010
best_acc: 72.58
train_acc: 70.52
train_loss: 4.53
test_acc: 72.52
test_acc_top5: 91.15
test_loss: 1.09
-------------------------
-------------------------
epoch: 84
lr: 0.0010
best_acc: 72.58
train_acc: 70.46
train_loss: 4.53
test_acc: 72.57
test_acc_top5: 91.16
test_loss: 1.09
-------------------------
-------------------------
epoch: 85
lr: 0.0010
best_acc: 72.58
train_acc: 70.53
train_loss: 4.53
test_acc: 72.54
test_acc_top5: 91.20
test_loss: 1.10
-------------------------
-------------------------
epoch: 86
lr: 0.0010
best_acc: 72.59
train_acc: 70.47
train_loss: 4.53
test_acc: 72.59
test_acc_top5: 91.11
test_loss: 1.09
-------------------------
-------------------------
epoch: 87
lr: 0.0010
best_acc: 72.60
train_acc: 70.51
train_loss: 4.53
test_acc: 72.60
test_acc_top5: 91.10
test_loss: 1.10
-------------------------
-------------------------
epoch: 88
lr: 0.0010
best_acc: 72.62
train_acc: 70.56
train_loss: 4.53
test_acc: 72.62
test_acc_top5: 91.16
test_loss: 1.09
-------------------------
-------------------------
epoch: 89
lr: 0.0010
best_acc: 72.62
train_acc: 70.59
train_loss: 4.52
test_acc: 72.59
test_acc_top5: 91.13
test_loss: 1.09
-------------------------
-------------------------
epoch: 90
lr: 0.0010
best_acc: 72.62
train_acc: 70.52
train_loss: 4.53
test_acc: 72.38
test_acc_top5: 91.04
test_loss: 1.10
-------------------------
-------------------------
epoch: 91
lr: 0.0001
best_acc: 72.91
train_acc: 71.04
train_loss: 4.48
test_acc: 72.91
test_acc_top5: 91.23
test_loss: 1.08
-------------------------
-------------------------
epoch: 92
lr: 0.0001
best_acc: 72.96
train_acc: 71.06
train_loss: 4.48
test_acc: 72.96
test_acc_top5: 91.26
test_loss: 1.08
-------------------------
-------------------------
epoch: 93
lr: 0.0001
best_acc: 72.98
train_acc: 71.15
train_loss: 4.47
test_acc: 72.98
test_acc_top5: 91.32
test_loss: 1.08
-------------------------
-------------------------
epoch: 94
lr: 0.0001
best_acc: 72.98
train_acc: 71.15
train_loss: 4.47
test_acc: 72.97
test_acc_top5: 91.25
test_loss: 1.08
-------------------------
-------------------------
epoch: 95
lr: 0.0001
best_acc: 72.98
train_acc: 71.18
train_loss: 4.47
test_acc: 72.95
test_acc_top5: 91.28
test_loss: 1.08
-------------------------
-------------------------
epoch: 96
lr: 0.0001
best_acc: 73.00
train_acc: 71.14
train_loss: 4.47
test_acc: 73.00
test_acc_top5: 91.32
test_loss: 1.08
-------------------------
-------------------------
epoch: 97
lr: 0.0001
best_acc: 73.01
train_acc: 71.18
train_loss: 4.47
test_acc: 73.01
test_acc_top5: 91.30
test_loss: 1.08
-------------------------
-------------------------
epoch: 98
lr: 0.0001
best_acc: 73.04
train_acc: 71.21
train_loss: 4.46
test_acc: 73.04
test_acc_top5: 91.29
test_loss: 1.08
-------------------------
-------------------------
epoch: 99
lr: 0.0001
best_acc: 73.04
train_acc: 71.18
train_loss: 4.46
test_acc: 73.00
test_acc_top5: 91.28
test_loss: 1.08
-------------------------
-------------------------
epoch: 100
lr: 0.0001
best_acc: 73.04
train_acc: 71.20
train_loss: 4.46
test_acc: 73.03
test_acc_top5: 91.27
test_loss: 1.08
-------------------------
best_acc	73.04