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mlkd,wrn_40_2,resnet8x4,2,9.txt
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-------------------------
epoch: 1
lr: 0.025000
train_acc: 10.58
train_loss: 68.01
test_acc: 15.09
test_acc_top5: 43.03
test_loss: 6.09
-------------------------
-------------------------
epoch: 2
lr: 0.025000
train_acc: 26.41
train_loss: 52.70
test_acc: 29.50
test_acc_top5: 63.57
test_loss: 4.79
-------------------------
-------------------------
epoch: 3
lr: 0.025000
train_acc: 39.40
train_loss: 43.19
test_acc: 39.38
test_acc_top5: 73.25
test_loss: 3.71
-------------------------
-------------------------
epoch: 4
lr: 0.025000
train_acc: 48.00
train_loss: 37.60
test_acc: 46.49
test_acc_top5: 77.85
test_loss: 3.35
-------------------------
-------------------------
epoch: 5
lr: 0.025000
train_acc: 53.79
train_loss: 33.85
test_acc: 46.27
test_acc_top5: 78.09
test_loss: 3.40
-------------------------
-------------------------
epoch: 6
lr: 0.025000
train_acc: 58.06
train_loss: 31.17
test_acc: 53.65
test_acc_top5: 83.51
test_loss: 2.83
-------------------------
-------------------------
epoch: 7
lr: 0.025000
train_acc: 61.15
train_loss: 29.28
test_acc: 56.44
test_acc_top5: 85.33
test_loss: 2.41
-------------------------
-------------------------
epoch: 8
lr: 0.025000
train_acc: 63.16
train_loss: 27.95
test_acc: 58.78
test_acc_top5: 86.09
test_loss: 2.19
-------------------------
-------------------------
epoch: 9
lr: 0.025000
train_acc: 65.20
train_loss: 26.79
test_acc: 59.96
test_acc_top5: 86.97
test_loss: 2.05
-------------------------
-------------------------
epoch: 10
lr: 0.025000
train_acc: 66.14
train_loss: 26.08
test_acc: 59.05
test_acc_top5: 85.86
test_loss: 2.37
-------------------------
-------------------------
epoch: 11
lr: 0.025000
train_acc: 67.71
train_loss: 25.39
test_acc: 61.76
test_acc_top5: 88.24
test_loss: 1.84
-------------------------
-------------------------
epoch: 12
lr: 0.025000
train_acc: 68.50
train_loss: 24.83
test_acc: 61.17
test_acc_top5: 87.88
test_loss: 1.97
-------------------------
-------------------------
epoch: 13
lr: 0.025000
train_acc: 69.44
train_loss: 24.29
test_acc: 63.85
test_acc_top5: 89.54
test_loss: 1.72
-------------------------
-------------------------
epoch: 14
lr: 0.025000
train_acc: 69.56
train_loss: 24.00
test_acc: 63.68
test_acc_top5: 89.14
test_loss: 1.76
-------------------------
-------------------------
epoch: 15
lr: 0.025000
train_acc: 70.52
train_loss: 23.67
test_acc: 64.73
test_acc_top5: 89.82
test_loss: 1.59
-------------------------
-------------------------
epoch: 16
lr: 0.025000
train_acc: 71.01
train_loss: 23.26
test_acc: 65.44
test_acc_top5: 89.81
test_loss: 1.51
-------------------------
-------------------------
epoch: 17
lr: 0.025000
train_acc: 71.19
train_loss: 23.10
test_acc: 65.56
test_acc_top5: 90.02
test_loss: 1.55
-------------------------
-------------------------
epoch: 18
lr: 0.025000
train_acc: 71.53
train_loss: 22.87
test_acc: 63.95
test_acc_top5: 89.12
test_loss: 1.71
-------------------------
-------------------------
epoch: 19
lr: 0.025000
train_acc: 71.92
train_loss: 22.78
test_acc: 65.58
test_acc_top5: 89.87
test_loss: 1.51
-------------------------
-------------------------
epoch: 20
lr: 0.025000
train_acc: 72.28
train_loss: 22.55
test_acc: 64.75
test_acc_top5: 90.00
test_loss: 1.54
-------------------------
-------------------------
epoch: 21
lr: 0.025000
train_acc: 72.59
train_loss: 22.40
test_acc: 65.01
test_acc_top5: 89.78
test_loss: 1.59
-------------------------
-------------------------
epoch: 22
lr: 0.025000
train_acc: 72.98
train_loss: 22.23
test_acc: 64.77
test_acc_top5: 89.94
test_loss: 1.56
-------------------------
-------------------------
epoch: 23
lr: 0.025000
train_acc: 73.02
train_loss: 22.13
test_acc: 66.18
test_acc_top5: 89.92
test_loss: 1.43
-------------------------
-------------------------
epoch: 24
lr: 0.025000
train_acc: 73.23
train_loss: 21.99
test_acc: 62.02
test_acc_top5: 88.06
test_loss: 1.95
-------------------------
-------------------------
epoch: 25
lr: 0.025000
train_acc: 73.49
train_loss: 21.98
test_acc: 64.12
test_acc_top5: 89.73
test_loss: 1.67
-------------------------
-------------------------
epoch: 26
lr: 0.025000
train_acc: 73.58
train_loss: 21.72
test_acc: 64.14
test_acc_top5: 89.68
test_loss: 1.59
-------------------------
-------------------------
epoch: 27
lr: 0.025000
train_acc: 73.64
train_loss: 21.69
test_acc: 65.51
test_acc_top5: 89.68
test_loss: 1.50
-------------------------
-------------------------
epoch: 28
lr: 0.025000
train_acc: 73.97
train_loss: 21.63
test_acc: 67.19
test_acc_top5: 91.02
test_loss: 1.37
-------------------------
-------------------------
epoch: 29
lr: 0.025000
train_acc: 74.13
train_loss: 21.44
test_acc: 66.30
test_acc_top5: 90.71
test_loss: 1.47
-------------------------
-------------------------
epoch: 30
lr: 0.025000
train_acc: 74.13
train_loss: 21.42
test_acc: 67.13
test_acc_top5: 90.49
test_loss: 1.35
-------------------------
-------------------------
epoch: 31
lr: 0.025000
train_acc: 74.23
train_loss: 21.30
test_acc: 64.89
test_acc_top5: 89.67
test_loss: 1.48
-------------------------
-------------------------
epoch: 32
lr: 0.025000
train_acc: 74.39
train_loss: 21.24
test_acc: 67.24
test_acc_top5: 91.19
test_loss: 1.44
-------------------------
-------------------------
epoch: 33
lr: 0.025000
train_acc: 74.34
train_loss: 21.25
test_acc: 67.76
test_acc_top5: 91.00
test_loss: 1.38
-------------------------
-------------------------
epoch: 34
lr: 0.025000
train_acc: 74.81
train_loss: 21.15
test_acc: 65.42
test_acc_top5: 90.01
test_loss: 1.53
-------------------------
-------------------------
epoch: 35
lr: 0.025000
train_acc: 74.86
train_loss: 21.10
test_acc: 67.03
test_acc_top5: 90.60
test_loss: 1.37
-------------------------
-------------------------
epoch: 36
lr: 0.025000
train_acc: 74.63
train_loss: 21.05
test_acc: 66.56
test_acc_top5: 90.51
test_loss: 1.47
-------------------------
-------------------------
epoch: 37
lr: 0.025000
train_acc: 74.86
train_loss: 21.07
test_acc: 66.56
test_acc_top5: 90.61
test_loss: 1.48
-------------------------
-------------------------
epoch: 38
lr: 0.025000
train_acc: 75.15
train_loss: 20.94
test_acc: 67.87
test_acc_top5: 91.10
test_loss: 1.33
-------------------------
-------------------------
epoch: 39
lr: 0.025000
train_acc: 74.86
train_loss: 21.00
test_acc: 65.48
test_acc_top5: 89.91
test_loss: 1.54
-------------------------
-------------------------
epoch: 40
lr: 0.025000
train_acc: 75.14
train_loss: 20.95
test_acc: 67.78
test_acc_top5: 91.18
test_loss: 1.36
-------------------------
-------------------------
epoch: 41
lr: 0.025000
train_acc: 75.49
train_loss: 20.78
test_acc: 66.08
test_acc_top5: 90.30
test_loss: 1.49
-------------------------
-------------------------
epoch: 42
lr: 0.025000
train_acc: 75.18
train_loss: 20.79
test_acc: 66.89
test_acc_top5: 90.96
test_loss: 1.43
-------------------------
-------------------------
epoch: 43
lr: 0.025000
train_acc: 75.64
train_loss: 20.70
test_acc: 66.03
test_acc_top5: 90.31
test_loss: 1.42
-------------------------
-------------------------
epoch: 44
lr: 0.025000
train_acc: 75.29
train_loss: 20.80
test_acc: 66.47
test_acc_top5: 90.58
test_loss: 1.46
-------------------------
-------------------------
epoch: 45
lr: 0.025000
train_acc: 75.33
train_loss: 20.68
test_acc: 67.11
test_acc_top5: 90.81
test_loss: 1.42
-------------------------
-------------------------
epoch: 46
lr: 0.025000
train_acc: 75.61
train_loss: 20.59
test_acc: 66.92
test_acc_top5: 90.73
test_loss: 1.35
-------------------------
-------------------------
epoch: 47
lr: 0.025000
train_acc: 75.77
train_loss: 20.59
test_acc: 69.02
test_acc_top5: 91.77
test_loss: 1.25
-------------------------
-------------------------
epoch: 48
lr: 0.025000
train_acc: 75.79
train_loss: 20.43
test_acc: 65.36
test_acc_top5: 89.30
test_loss: 1.58
-------------------------
-------------------------
epoch: 49
lr: 0.025000
train_acc: 75.97
train_loss: 20.52
test_acc: 67.57
test_acc_top5: 90.97
test_loss: 1.36
-------------------------
-------------------------
epoch: 50
lr: 0.025000
train_acc: 75.96
train_loss: 20.49
test_acc: 68.06
test_acc_top5: 90.68
test_loss: 1.34
-------------------------
-------------------------
epoch: 51
lr: 0.025000
train_acc: 75.42
train_loss: 20.56
test_acc: 66.89
test_acc_top5: 90.88
test_loss: 1.44
-------------------------
-------------------------
epoch: 52
lr: 0.025000
train_acc: 76.09
train_loss: 20.46
test_acc: 67.65
test_acc_top5: 91.51
test_loss: 1.29
-------------------------
-------------------------
epoch: 53
lr: 0.025000
train_acc: 76.20
train_loss: 20.32
test_acc: 67.92
test_acc_top5: 90.81
test_loss: 1.33
-------------------------
-------------------------
epoch: 54
lr: 0.025000
train_acc: 76.04
train_loss: 20.39
test_acc: 68.06
test_acc_top5: 90.90
test_loss: 1.36
-------------------------
-------------------------
epoch: 55
lr: 0.025000
train_acc: 76.06
train_loss: 20.40
test_acc: 65.31
test_acc_top5: 90.82
test_loss: 1.53
-------------------------
-------------------------
epoch: 56
lr: 0.025000
train_acc: 75.89
train_loss: 20.41
test_acc: 68.29
test_acc_top5: 91.18
test_loss: 1.29
-------------------------
-------------------------
epoch: 57
lr: 0.025000
train_acc: 76.04
train_loss: 20.27
test_acc: 68.31
test_acc_top5: 91.16
test_loss: 1.30
-------------------------
-------------------------
epoch: 58
lr: 0.025000
train_acc: 76.25
train_loss: 20.24
test_acc: 67.83
test_acc_top5: 91.17
test_loss: 1.36
-------------------------
-------------------------
epoch: 59
lr: 0.025000
train_acc: 76.17
train_loss: 20.25
test_acc: 66.52
test_acc_top5: 90.69
test_loss: 1.45
-------------------------
-------------------------
epoch: 60
lr: 0.025000
train_acc: 76.31
train_loss: 20.22
test_acc: 67.57
test_acc_top5: 91.33
test_loss: 1.35
-------------------------
-------------------------
epoch: 61
lr: 0.025000
train_acc: 76.30
train_loss: 20.17
test_acc: 67.07
test_acc_top5: 90.58
test_loss: 1.39
-------------------------
-------------------------
epoch: 62
lr: 0.025000
train_acc: 76.15
train_loss: 20.23
test_acc: 67.47
test_acc_top5: 91.44
test_loss: 1.33
-------------------------
-------------------------
epoch: 63
lr: 0.025000
train_acc: 76.42
train_loss: 20.16
test_acc: 68.69
test_acc_top5: 91.66
test_loss: 1.30
-------------------------
-------------------------
epoch: 64
lr: 0.025000
train_acc: 76.37
train_loss: 20.24
test_acc: 67.30
test_acc_top5: 90.87
test_loss: 1.36
-------------------------
-------------------------
epoch: 65
lr: 0.025000
train_acc: 76.30
train_loss: 20.12
test_acc: 67.98
test_acc_top5: 91.08
test_loss: 1.40
-------------------------
-------------------------
epoch: 66
lr: 0.025000
train_acc: 76.52
train_loss: 20.07
test_acc: 66.73
test_acc_top5: 90.38
test_loss: 1.37
-------------------------
-------------------------
epoch: 67
lr: 0.025000
train_acc: 76.41
train_loss: 20.21
test_acc: 67.17
test_acc_top5: 91.16
test_loss: 1.36
-------------------------
-------------------------
epoch: 68
lr: 0.025000
train_acc: 76.47
train_loss: 20.17
test_acc: 66.57
test_acc_top5: 90.58
test_loss: 1.42
-------------------------
-------------------------
epoch: 69
lr: 0.025000
train_acc: 76.46
train_loss: 20.10
test_acc: 65.59
test_acc_top5: 90.05
test_loss: 1.45
-------------------------
-------------------------
epoch: 70
lr: 0.025000
train_acc: 76.68
train_loss: 20.10
test_acc: 69.52
test_acc_top5: 91.90
test_loss: 1.23
-------------------------
-------------------------
epoch: 71
lr: 0.025000
train_acc: 76.45
train_loss: 20.04
test_acc: 67.36
test_acc_top5: 90.69
test_loss: 1.37
-------------------------
-------------------------
epoch: 72
lr: 0.025000
train_acc: 76.56
train_loss: 19.97
test_acc: 67.41
test_acc_top5: 91.33
test_loss: 1.38
-------------------------
-------------------------
epoch: 73
lr: 0.025000
train_acc: 76.57
train_loss: 20.10
test_acc: 67.74
test_acc_top5: 90.72
test_loss: 1.41
-------------------------
-------------------------
epoch: 74
lr: 0.025000
train_acc: 76.57
train_loss: 20.04
test_acc: 66.46
test_acc_top5: 90.90
test_loss: 1.42
-------------------------
-------------------------
epoch: 75
lr: 0.025000
train_acc: 76.53
train_loss: 20.00
test_acc: 67.97
test_acc_top5: 90.64
test_loss: 1.31
-------------------------
-------------------------
epoch: 76
lr: 0.025000
train_acc: 76.60
train_loss: 19.95
test_acc: 67.00
test_acc_top5: 91.11
test_loss: 1.42
-------------------------
-------------------------
epoch: 77
lr: 0.025000
train_acc: 76.66
train_loss: 20.02
test_acc: 68.84
test_acc_top5: 91.82
test_loss: 1.27
-------------------------
-------------------------
epoch: 78
lr: 0.025000
train_acc: 76.88
train_loss: 19.87
test_acc: 69.00
test_acc_top5: 91.64
test_loss: 1.27
-------------------------
-------------------------
epoch: 79
lr: 0.025000
train_acc: 76.66
train_loss: 19.95
test_acc: 68.53
test_acc_top5: 91.38
test_loss: 1.30
-------------------------
-------------------------
epoch: 80
lr: 0.025000
train_acc: 76.74
train_loss: 19.99
test_acc: 68.55
test_acc_top5: 91.25
test_loss: 1.29
-------------------------
-------------------------
epoch: 81
lr: 0.025000
train_acc: 76.95
train_loss: 19.87
test_acc: 67.81
test_acc_top5: 91.25
test_loss: 1.36
-------------------------
-------------------------
epoch: 82
lr: 0.025000
train_acc: 76.71
train_loss: 19.94
test_acc: 69.01
test_acc_top5: 91.90
test_loss: 1.27
-------------------------
-------------------------
epoch: 83
lr: 0.025000
train_acc: 76.91
train_loss: 19.82
test_acc: 67.03
test_acc_top5: 90.93
test_loss: 1.40
-------------------------
-------------------------
epoch: 84
lr: 0.025000
train_acc: 76.88
train_loss: 19.82
test_acc: 69.11
test_acc_top5: 91.66
test_loss: 1.21
-------------------------
-------------------------
epoch: 85
lr: 0.025000
train_acc: 76.62
train_loss: 19.88
test_acc: 69.27
test_acc_top5: 91.87
test_loss: 1.27
-------------------------
-------------------------
epoch: 86
lr: 0.025000
train_acc: 76.83
train_loss: 19.84
test_acc: 67.79
test_acc_top5: 90.85
test_loss: 1.37
-------------------------
-------------------------
epoch: 87
lr: 0.025000
train_acc: 76.84
train_loss: 19.77
test_acc: 70.14
test_acc_top5: 91.94
test_loss: 1.21
-------------------------
-------------------------
epoch: 88
lr: 0.025000
train_acc: 77.04
train_loss: 19.86
test_acc: 68.16
test_acc_top5: 91.17
test_loss: 1.30
-------------------------
-------------------------
epoch: 89
lr: 0.025000
train_acc: 76.82
train_loss: 19.95
test_acc: 69.33
test_acc_top5: 92.29
test_loss: 1.25
-------------------------
-------------------------
epoch: 90
lr: 0.025000
train_acc: 76.86
train_loss: 19.74
test_acc: 67.21
test_acc_top5: 91.09
test_loss: 1.37
-------------------------
-------------------------
epoch: 91
lr: 0.025000
train_acc: 76.94
train_loss: 19.87
test_acc: 68.01
test_acc_top5: 91.40
test_loss: 1.31
-------------------------
-------------------------
epoch: 92
lr: 0.025000
train_acc: 77.12
train_loss: 19.82
test_acc: 67.59
test_acc_top5: 90.99
test_loss: 1.44
-------------------------
-------------------------
epoch: 93
lr: 0.025000
train_acc: 77.04
train_loss: 19.83
test_acc: 67.18
test_acc_top5: 90.98
test_loss: 1.35
-------------------------
-------------------------
epoch: 94
lr: 0.025000
train_acc: 77.24
train_loss: 19.79
test_acc: 68.78
test_acc_top5: 91.70
test_loss: 1.29
-------------------------
-------------------------
epoch: 95
lr: 0.025000
train_acc: 77.18
train_loss: 19.70
test_acc: 67.20
test_acc_top5: 90.37
test_loss: 1.36
-------------------------
-------------------------
epoch: 96
lr: 0.025000
train_acc: 77.02
train_loss: 19.79
test_acc: 69.46
test_acc_top5: 91.96
test_loss: 1.29
-------------------------
-------------------------
epoch: 97
lr: 0.025000
train_acc: 77.30
train_loss: 19.68
test_acc: 68.57
test_acc_top5: 91.33
test_loss: 1.34
-------------------------
-------------------------
epoch: 98
lr: 0.025000
train_acc: 77.26
train_loss: 19.74
test_acc: 68.12
test_acc_top5: 91.19
test_loss: 1.28
-------------------------
-------------------------
epoch: 99
lr: 0.025000
train_acc: 77.07
train_loss: 19.68
test_acc: 69.63
test_acc_top5: 91.70
test_loss: 1.22
-------------------------
-------------------------
epoch: 100
lr: 0.025000
train_acc: 77.32
train_loss: 19.67
test_acc: 69.04
test_acc_top5: 91.18
test_loss: 1.26
-------------------------
-------------------------
epoch: 101
lr: 0.025000
train_acc: 77.00
train_loss: 19.80
test_acc: 67.08
test_acc_top5: 90.86
test_loss: 1.40
-------------------------
-------------------------
epoch: 102
lr: 0.025000
train_acc: 77.10
train_loss: 19.65
test_acc: 68.38
test_acc_top5: 91.24
test_loss: 1.33
-------------------------
-------------------------
epoch: 103
lr: 0.025000
train_acc: 77.15
train_loss: 19.77
test_acc: 68.26
test_acc_top5: 90.82
test_loss: 1.27
-------------------------
-------------------------
epoch: 104
lr: 0.025000
train_acc: 77.09
train_loss: 19.61
test_acc: 68.44
test_acc_top5: 91.18
test_loss: 1.39
-------------------------
-------------------------
epoch: 105
lr: 0.025000
train_acc: 77.06
train_loss: 19.71
test_acc: 69.22
test_acc_top5: 91.78
test_loss: 1.22
-------------------------
-------------------------
epoch: 106
lr: 0.025000
train_acc: 77.00
train_loss: 19.73
test_acc: 67.33
test_acc_top5: 90.54
test_loss: 1.39
-------------------------
-------------------------
epoch: 107
lr: 0.025000
train_acc: 77.34
train_loss: 19.61
test_acc: 66.76
test_acc_top5: 90.05
test_loss: 1.39
-------------------------
-------------------------
epoch: 108
lr: 0.025000
train_acc: 77.33
train_loss: 19.61
test_acc: 68.05
test_acc_top5: 91.14
test_loss: 1.37
-------------------------
-------------------------
epoch: 109
lr: 0.025000
train_acc: 77.24
train_loss: 19.58
test_acc: 67.35
test_acc_top5: 90.77
test_loss: 1.51
-------------------------
-------------------------
epoch: 110
lr: 0.025000
train_acc: 77.05
train_loss: 19.67
test_acc: 69.20
test_acc_top5: 91.39
test_loss: 1.29
-------------------------
-------------------------
epoch: 111
lr: 0.025000
train_acc: 77.22
train_loss: 19.54
test_acc: 69.43
test_acc_top5: 91.57
test_loss: 1.20
-------------------------
-------------------------