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mlkd,vgg13,vgg8,2,6.txt
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-------------------------
epoch: 1
lr: 0.010000
train_acc: 10.14
train_loss: 57.09
test_acc: 19.86
test_acc_top5: 49.75
test_loss: 4.69
-------------------------
-------------------------
epoch: 2
lr: 0.010000
train_acc: 27.43
train_loss: 43.33
test_acc: 33.07
test_acc_top5: 63.77
test_loss: 4.66
-------------------------
-------------------------
epoch: 3
lr: 0.010000
train_acc: 39.33
train_loss: 35.86
test_acc: 41.28
test_acc_top5: 72.83
test_loss: 3.76
-------------------------
-------------------------
epoch: 4
lr: 0.010000
train_acc: 48.38
train_loss: 30.73
test_acc: 47.92
test_acc_top5: 78.65
test_loss: 3.30
-------------------------
-------------------------
epoch: 5
lr: 0.010000
train_acc: 53.97
train_loss: 27.49
test_acc: 52.00
test_acc_top5: 81.88
test_loss: 3.07
-------------------------
-------------------------
epoch: 6
lr: 0.010000
train_acc: 58.08
train_loss: 24.99
test_acc: 56.33
test_acc_top5: 83.81
test_loss: 2.24
-------------------------
-------------------------
epoch: 7
lr: 0.010000
train_acc: 61.29
train_loss: 23.27
test_acc: 58.74
test_acc_top5: 85.92
test_loss: 2.16
-------------------------
-------------------------
epoch: 8
lr: 0.010000
train_acc: 63.60
train_loss: 21.95
test_acc: 60.70
test_acc_top5: 86.68
test_loss: 2.03
-------------------------
-------------------------
epoch: 9
lr: 0.010000
train_acc: 65.93
train_loss: 20.75
test_acc: 60.61
test_acc_top5: 86.15
test_loss: 1.90
-------------------------
-------------------------
epoch: 10
lr: 0.010000
train_acc: 67.58
train_loss: 19.98
test_acc: 61.64
test_acc_top5: 86.87
test_loss: 2.00
-------------------------
-------------------------
epoch: 11
lr: 0.010000
train_acc: 69.24
train_loss: 19.10
test_acc: 62.41
test_acc_top5: 87.61
test_loss: 1.88
-------------------------
-------------------------
epoch: 12
lr: 0.010000
train_acc: 70.44
train_loss: 18.49
test_acc: 63.03
test_acc_top5: 87.69
test_loss: 1.65
-------------------------
-------------------------
epoch: 13
lr: 0.010000
train_acc: 71.78
train_loss: 17.96
test_acc: 63.94
test_acc_top5: 88.31
test_loss: 1.67
-------------------------
-------------------------
epoch: 14
lr: 0.010000
train_acc: 73.01
train_loss: 17.48
test_acc: 65.46
test_acc_top5: 89.04
test_loss: 1.55
-------------------------
-------------------------
epoch: 15
lr: 0.010000
train_acc: 73.96
train_loss: 16.93
test_acc: 64.51
test_acc_top5: 88.17
test_loss: 1.67
-------------------------
-------------------------
epoch: 16
lr: 0.010000
train_acc: 74.82
train_loss: 16.63
test_acc: 64.60
test_acc_top5: 88.79
test_loss: 1.69
-------------------------
-------------------------
epoch: 17
lr: 0.010000
train_acc: 75.37
train_loss: 16.39
test_acc: 65.41
test_acc_top5: 89.79
test_loss: 1.56
-------------------------
-------------------------
epoch: 18
lr: 0.010000
train_acc: 76.40
train_loss: 15.98
test_acc: 66.47
test_acc_top5: 89.09
test_loss: 1.52
-------------------------
-------------------------
epoch: 19
lr: 0.010000
train_acc: 77.04
train_loss: 15.80
test_acc: 66.43
test_acc_top5: 89.08
test_loss: 1.56
-------------------------
-------------------------
epoch: 20
lr: 0.010000
train_acc: 77.65
train_loss: 15.49
test_acc: 67.19
test_acc_top5: 89.95
test_loss: 1.44
-------------------------
-------------------------
epoch: 21
lr: 0.010000
train_acc: 78.09
train_loss: 15.28
test_acc: 65.15
test_acc_top5: 88.48
test_loss: 1.57
-------------------------
-------------------------
epoch: 22
lr: 0.010000
train_acc: 78.60
train_loss: 15.08
test_acc: 65.81
test_acc_top5: 88.89
test_loss: 1.51
-------------------------
-------------------------
epoch: 23
lr: 0.010000
train_acc: 79.07
train_loss: 14.88
test_acc: 66.99
test_acc_top5: 89.71
test_loss: 1.51
-------------------------
-------------------------
epoch: 24
lr: 0.010000
train_acc: 79.50
train_loss: 14.80
test_acc: 66.89
test_acc_top5: 89.77
test_loss: 1.45
-------------------------
-------------------------
epoch: 25
lr: 0.010000
train_acc: 79.81
train_loss: 14.65
test_acc: 66.63
test_acc_top5: 89.25
test_loss: 1.48
-------------------------
-------------------------
epoch: 26
lr: 0.010000
train_acc: 80.35
train_loss: 14.45
test_acc: 67.33
test_acc_top5: 89.83
test_loss: 1.47
-------------------------
-------------------------
epoch: 27
lr: 0.010000
train_acc: 80.66
train_loss: 14.28
test_acc: 67.92
test_acc_top5: 89.65
test_loss: 1.38
-------------------------
-------------------------
epoch: 28
lr: 0.010000
train_acc: 81.21
train_loss: 14.16
test_acc: 68.19
test_acc_top5: 90.30
test_loss: 1.41
-------------------------
-------------------------
epoch: 29
lr: 0.010000
train_acc: 81.20
train_loss: 14.03
test_acc: 68.08
test_acc_top5: 89.92
test_loss: 1.36
-------------------------
-------------------------
epoch: 30
lr: 0.010000
train_acc: 81.71
train_loss: 13.98
test_acc: 68.55
test_acc_top5: 90.20
test_loss: 1.37
-------------------------
-------------------------
epoch: 31
lr: 0.010000
train_acc: 81.74
train_loss: 13.96
test_acc: 66.57
test_acc_top5: 89.68
test_loss: 1.48
-------------------------
-------------------------
epoch: 32
lr: 0.010000
train_acc: 82.04
train_loss: 13.81
test_acc: 68.02
test_acc_top5: 90.33
test_loss: 1.40
-------------------------
-------------------------
epoch: 33
lr: 0.010000
train_acc: 82.55
train_loss: 13.58
test_acc: 68.24
test_acc_top5: 90.84
test_loss: 1.34
-------------------------
-------------------------
epoch: 34
lr: 0.010000
train_acc: 82.71
train_loss: 13.61
test_acc: 68.31
test_acc_top5: 89.88
test_loss: 1.37
-------------------------
-------------------------
epoch: 35
lr: 0.010000
train_acc: 82.97
train_loss: 13.46
test_acc: 68.60
test_acc_top5: 90.02
test_loss: 1.33
-------------------------
-------------------------
epoch: 36
lr: 0.010000
train_acc: 82.99
train_loss: 13.51
test_acc: 68.31
test_acc_top5: 90.13
test_loss: 1.35
-------------------------
-------------------------
epoch: 37
lr: 0.010000
train_acc: 83.37
train_loss: 13.32
test_acc: 68.89
test_acc_top5: 90.56
test_loss: 1.38
-------------------------
-------------------------
epoch: 38
lr: 0.010000
train_acc: 83.41
train_loss: 13.39
test_acc: 67.88
test_acc_top5: 89.90
test_loss: 1.38
-------------------------
-------------------------
epoch: 39
lr: 0.010000
train_acc: 83.85
train_loss: 13.12
test_acc: 68.11
test_acc_top5: 89.97
test_loss: 1.41
-------------------------
-------------------------
epoch: 40
lr: 0.010000
train_acc: 84.15
train_loss: 13.06
test_acc: 67.74
test_acc_top5: 90.43
test_loss: 1.40
-------------------------
-------------------------
epoch: 41
lr: 0.010000
train_acc: 84.01
train_loss: 13.07
test_acc: 68.16
test_acc_top5: 90.04
test_loss: 1.37
-------------------------
-------------------------
epoch: 42
lr: 0.010000
train_acc: 84.05
train_loss: 13.06
test_acc: 68.40
test_acc_top5: 90.29
test_loss: 1.40
-------------------------
-------------------------
epoch: 43
lr: 0.010000
train_acc: 84.18
train_loss: 13.01
test_acc: 68.48
test_acc_top5: 90.06
test_loss: 1.35
-------------------------
-------------------------
epoch: 44
lr: 0.010000
train_acc: 84.19
train_loss: 12.95
test_acc: 69.30
test_acc_top5: 91.05
test_loss: 1.29
-------------------------
-------------------------
epoch: 45
lr: 0.010000
train_acc: 84.48
train_loss: 12.95
test_acc: 67.52
test_acc_top5: 90.06
test_loss: 1.43
-------------------------
-------------------------
epoch: 46
lr: 0.010000
train_acc: 84.83
train_loss: 12.78
test_acc: 69.06
test_acc_top5: 90.74
test_loss: 1.33
-------------------------
-------------------------
epoch: 47
lr: 0.010000
train_acc: 84.88
train_loss: 12.74
test_acc: 69.19
test_acc_top5: 90.70
test_loss: 1.33
-------------------------
-------------------------
epoch: 48
lr: 0.010000
train_acc: 85.17
train_loss: 12.61
test_acc: 69.27
test_acc_top5: 90.05
test_loss: 1.32
-------------------------
-------------------------
epoch: 49
lr: 0.010000
train_acc: 85.07
train_loss: 12.74
test_acc: 68.63
test_acc_top5: 90.37
test_loss: 1.33
-------------------------
-------------------------
epoch: 50
lr: 0.010000
train_acc: 85.34
train_loss: 12.63
test_acc: 69.20
test_acc_top5: 90.75
test_loss: 1.32
-------------------------
-------------------------
epoch: 51
lr: 0.010000
train_acc: 85.42
train_loss: 12.54
test_acc: 69.01
test_acc_top5: 90.46
test_loss: 1.30
-------------------------
-------------------------
epoch: 52
lr: 0.010000
train_acc: 85.45
train_loss: 12.60
test_acc: 68.83
test_acc_top5: 90.41
test_loss: 1.35
-------------------------
-------------------------
epoch: 53
lr: 0.010000
train_acc: 85.42
train_loss: 12.54
test_acc: 68.94
test_acc_top5: 90.41
test_loss: 1.33
-------------------------
-------------------------
epoch: 54
lr: 0.010000
train_acc: 85.61
train_loss: 12.58
test_acc: 68.37
test_acc_top5: 90.50
test_loss: 1.37
-------------------------
-------------------------
epoch: 55
lr: 0.010000
train_acc: 85.70
train_loss: 12.48
test_acc: 69.31
test_acc_top5: 90.52
test_loss: 1.31
-------------------------
-------------------------
epoch: 56
lr: 0.010000
train_acc: 85.94
train_loss: 12.41
test_acc: 69.27
test_acc_top5: 90.47
test_loss: 1.29
-------------------------
-------------------------
epoch: 57
lr: 0.010000
train_acc: 85.78
train_loss: 12.33
test_acc: 67.14
test_acc_top5: 90.12
test_loss: 1.44
-------------------------
-------------------------
epoch: 58
lr: 0.010000
train_acc: 85.73
train_loss: 12.48
test_acc: 68.46
test_acc_top5: 89.85
test_loss: 1.31
-------------------------
-------------------------
epoch: 59
lr: 0.010000
train_acc: 86.21
train_loss: 12.29
test_acc: 69.38
test_acc_top5: 90.86
test_loss: 1.32
-------------------------
-------------------------
epoch: 60
lr: 0.010000
train_acc: 86.08
train_loss: 12.32
test_acc: 69.20
test_acc_top5: 90.83
test_loss: 1.33
-------------------------
-------------------------
epoch: 61
lr: 0.010000
train_acc: 86.12
train_loss: 12.28
test_acc: 68.89
test_acc_top5: 90.51
test_loss: 1.35
-------------------------
-------------------------
epoch: 62
lr: 0.010000
train_acc: 86.40
train_loss: 12.22
test_acc: 69.08
test_acc_top5: 90.64
test_loss: 1.29
-------------------------
-------------------------
epoch: 63
lr: 0.010000
train_acc: 86.28
train_loss: 12.30
test_acc: 68.19
test_acc_top5: 90.34
test_loss: 1.33
-------------------------
-------------------------
epoch: 64
lr: 0.010000
train_acc: 86.64
train_loss: 12.23
test_acc: 67.51
test_acc_top5: 90.11
test_loss: 1.36
-------------------------
-------------------------
epoch: 65
lr: 0.010000
train_acc: 86.76
train_loss: 12.12
test_acc: 69.18
test_acc_top5: 90.66
test_loss: 1.26
-------------------------
-------------------------
epoch: 66
lr: 0.010000
train_acc: 86.66
train_loss: 12.14
test_acc: 69.68
test_acc_top5: 90.84
test_loss: 1.32
-------------------------
-------------------------
epoch: 67
lr: 0.010000
train_acc: 86.66
train_loss: 12.14
test_acc: 69.70
test_acc_top5: 90.53
test_loss: 1.32
-------------------------
-------------------------
epoch: 68
lr: 0.010000
train_acc: 86.56
train_loss: 12.16
test_acc: 70.19
test_acc_top5: 91.15
test_loss: 1.25
-------------------------
-------------------------
epoch: 69
lr: 0.010000
train_acc: 86.90
train_loss: 12.07
test_acc: 70.48
test_acc_top5: 91.23
test_loss: 1.23
-------------------------
-------------------------
epoch: 70
lr: 0.010000
train_acc: 86.66
train_loss: 12.12
test_acc: 69.76
test_acc_top5: 91.18
test_loss: 1.23
-------------------------
-------------------------
epoch: 71
lr: 0.010000
train_acc: 86.81
train_loss: 12.10
test_acc: 67.94
test_acc_top5: 90.28
test_loss: 1.36
-------------------------
-------------------------
epoch: 72
lr: 0.010000
train_acc: 86.85
train_loss: 12.05
test_acc: 68.55
test_acc_top5: 89.90
test_loss: 1.34
-------------------------
-------------------------
epoch: 73
lr: 0.010000
train_acc: 86.91
train_loss: 12.03
test_acc: 69.46
test_acc_top5: 91.09
test_loss: 1.30
-------------------------
-------------------------
epoch: 74
lr: 0.010000
train_acc: 86.79
train_loss: 12.08
test_acc: 68.51
test_acc_top5: 90.35
test_loss: 1.34
-------------------------
-------------------------
epoch: 75
lr: 0.010000
train_acc: 86.72
train_loss: 12.12
test_acc: 68.92
test_acc_top5: 90.72
test_loss: 1.36
-------------------------
-------------------------
epoch: 76
lr: 0.010000
train_acc: 87.23
train_loss: 11.99
test_acc: 68.86
test_acc_top5: 90.70
test_loss: 1.34
-------------------------
-------------------------
epoch: 77
lr: 0.010000
train_acc: 87.15
train_loss: 12.01
test_acc: 69.44
test_acc_top5: 91.08
test_loss: 1.32
-------------------------
-------------------------
epoch: 78
lr: 0.010000
train_acc: 87.33
train_loss: 11.91
test_acc: 68.68
test_acc_top5: 90.86
test_loss: 1.30
-------------------------
-------------------------
epoch: 79
lr: 0.010000
train_acc: 87.12
train_loss: 11.91
test_acc: 68.79
test_acc_top5: 90.57
test_loss: 1.32
-------------------------
-------------------------
epoch: 80
lr: 0.010000
train_acc: 87.08
train_loss: 11.91
test_acc: 69.97
test_acc_top5: 90.72
test_loss: 1.24
-------------------------
-------------------------
epoch: 81
lr: 0.010000
train_acc: 87.33
train_loss: 11.88
test_acc: 69.48
test_acc_top5: 90.82
test_loss: 1.29
-------------------------
-------------------------
epoch: 82
lr: 0.010000
train_acc: 87.64
train_loss: 11.77
test_acc: 68.69
test_acc_top5: 90.67
test_loss: 1.33
-------------------------
-------------------------
epoch: 83
lr: 0.010000
train_acc: 87.17
train_loss: 11.92
test_acc: 69.21
test_acc_top5: 90.90
test_loss: 1.29
-------------------------
-------------------------
epoch: 84
lr: 0.010000
train_acc: 87.49
train_loss: 11.83
test_acc: 68.40
test_acc_top5: 90.55
test_loss: 1.36
-------------------------
-------------------------
epoch: 85
lr: 0.010000
train_acc: 87.47
train_loss: 11.84
test_acc: 70.01
test_acc_top5: 90.79
test_loss: 1.26
-------------------------
-------------------------
epoch: 86
lr: 0.010000
train_acc: 87.78
train_loss: 11.74
test_acc: 68.25
test_acc_top5: 90.28
test_loss: 1.33
-------------------------
-------------------------
epoch: 87
lr: 0.010000
train_acc: 87.81
train_loss: 11.68
test_acc: 69.17
test_acc_top5: 90.64
test_loss: 1.31
-------------------------
-------------------------
epoch: 88
lr: 0.010000
train_acc: 87.60
train_loss: 11.75
test_acc: 69.54
test_acc_top5: 90.69
test_loss: 1.28
-------------------------
-------------------------
epoch: 89
lr: 0.010000
train_acc: 87.64
train_loss: 11.78
test_acc: 68.31
test_acc_top5: 89.97
test_loss: 1.36
-------------------------
-------------------------
epoch: 90
lr: 0.010000
train_acc: 87.57
train_loss: 11.83
test_acc: 69.47
test_acc_top5: 90.69
test_loss: 1.30
-------------------------
-------------------------
epoch: 91
lr: 0.010000
train_acc: 87.74
train_loss: 11.80
test_acc: 69.45
test_acc_top5: 90.82
test_loss: 1.29
-------------------------
-------------------------
epoch: 92
lr: 0.010000
train_acc: 87.67
train_loss: 11.80
test_acc: 69.20
test_acc_top5: 91.02
test_loss: 1.32
-------------------------
-------------------------
epoch: 93
lr: 0.010000
train_acc: 87.72
train_loss: 11.77
test_acc: 69.99
test_acc_top5: 90.46
test_loss: 1.24
-------------------------
-------------------------
epoch: 94
lr: 0.010000
train_acc: 87.90
train_loss: 11.60
test_acc: 69.17
test_acc_top5: 90.80
test_loss: 1.29
-------------------------
-------------------------
epoch: 95
lr: 0.010000
train_acc: 87.94
train_loss: 11.71
test_acc: 68.99
test_acc_top5: 90.61
test_loss: 1.33
-------------------------
-------------------------
epoch: 96
lr: 0.010000
train_acc: 87.81
train_loss: 11.74
test_acc: 69.89
test_acc_top5: 90.85
test_loss: 1.26
-------------------------
-------------------------
epoch: 97
lr: 0.010000
train_acc: 87.92
train_loss: 11.60
test_acc: 70.67
test_acc_top5: 91.03
test_loss: 1.27
-------------------------
-------------------------
epoch: 98
lr: 0.010000
train_acc: 88.01
train_loss: 11.66
test_acc: 68.40
test_acc_top5: 90.17
test_loss: 1.31
-------------------------
-------------------------
epoch: 99
lr: 0.010000
train_acc: 87.66
train_loss: 11.78
test_acc: 69.40
test_acc_top5: 90.91
test_loss: 1.37
-------------------------
-------------------------
epoch: 100
lr: 0.010000
train_acc: 87.96
train_loss: 11.68
test_acc: 69.82
test_acc_top5: 90.73
test_loss: 1.31
-------------------------
-------------------------
epoch: 101
lr: 0.010000
train_acc: 88.07
train_loss: 11.59
test_acc: 69.23
test_acc_top5: 90.41
test_loss: 1.30
-------------------------
-------------------------
epoch: 102
lr: 0.010000
train_acc: 88.08
train_loss: 11.67
test_acc: 68.66
test_acc_top5: 90.57
test_loss: 1.31
-------------------------
-------------------------
epoch: 103
lr: 0.010000
train_acc: 88.09
train_loss: 11.60
test_acc: 69.64
test_acc_top5: 90.68
test_loss: 1.27
-------------------------
-------------------------
epoch: 104
lr: 0.010000
train_acc: 88.17
train_loss: 11.52
test_acc: 69.58
test_acc_top5: 90.67
test_loss: 1.31
-------------------------
-------------------------
epoch: 105
lr: 0.010000
train_acc: 88.14
train_loss: 11.67
test_acc: 69.95
test_acc_top5: 91.10
test_loss: 1.26
-------------------------
-------------------------
epoch: 106
lr: 0.010000
train_acc: 88.12
train_loss: 11.57
test_acc: 69.44
test_acc_top5: 91.32
test_loss: 1.28
-------------------------
-------------------------
epoch: 107
lr: 0.010000
train_acc: 88.16
train_loss: 11.57
test_acc: 69.74
test_acc_top5: 91.22
test_loss: 1.22
-------------------------
-------------------------
epoch: 108
lr: 0.010000
train_acc: 88.25
train_loss: 11.49
test_acc: 68.46
test_acc_top5: 90.23
test_loss: 1.35
-------------------------
-------------------------
epoch: 109
lr: 0.010000
train_acc: 88.21
train_loss: 11.55
test_acc: 69.24
test_acc_top5: 90.98
test_loss: 1.31
-------------------------
-------------------------
epoch: 110
lr: 0.010000
train_acc: 88.22
train_loss: 11.57
test_acc: 68.51
test_acc_top5: 90.12
test_loss: 1.34
-------------------------
-------------------------
epoch: 111
lr: 0.010000
train_acc: 88.28
train_loss: 11.54
test_acc: 70.13
test_acc_top5: 91.23
test_loss: 1.27
-------------------------
-------------------------