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kd,wrn_40_2,resnet8x4,2,9.txt
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kd,wrn_40_2,resnet8x4,2,9.txt
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-------------------------
epoch: 1
lr: 0.05
train_acc: 13.39
train_loss: 11.14
test_acc: 19.16
test_acc_top5: 48.98
test_loss: 3.32
-------------------------
-------------------------
epoch: 2
lr: 0.05
train_acc: 31.26
train_loss: 8.09
test_acc: 34.47
test_acc_top5: 66.48
test_loss: 2.96
-------------------------
-------------------------
epoch: 3
lr: 0.05
train_acc: 43.00
train_loss: 6.53
test_acc: 43.28
test_acc_top5: 76.68
test_loss: 2.80
-------------------------
-------------------------
epoch: 4
lr: 0.05
train_acc: 50.24
train_loss: 5.67
test_acc: 47.71
test_acc_top5: 80.00
test_loss: 2.65
-------------------------
-------------------------
epoch: 5
lr: 0.05
train_acc: 55.53
train_loss: 5.09
test_acc: 53.39
test_acc_top5: 83.50
test_loss: 2.69
-------------------------
-------------------------
epoch: 6
lr: 0.05
train_acc: 58.52
train_loss: 4.77
test_acc: 52.30
test_acc_top5: 83.73
test_loss: 2.61
-------------------------
-------------------------
epoch: 7
lr: 0.05
train_acc: 61.10
train_loss: 4.49
test_acc: 52.57
test_acc_top5: 81.74
test_loss: 2.68
-------------------------
-------------------------
epoch: 8
lr: 0.05
train_acc: 62.48
train_loss: 4.35
test_acc: 54.83
test_acc_top5: 83.72
test_loss: 2.67
-------------------------
-------------------------
epoch: 9
lr: 0.05
train_acc: 63.87
train_loss: 4.21
test_acc: 56.12
test_acc_top5: 84.25
test_loss: 2.60
-------------------------
-------------------------
epoch: 10
lr: 0.05
train_acc: 64.69
train_loss: 4.11
test_acc: 54.60
test_acc_top5: 83.14
test_loss: 2.58
-------------------------
-------------------------
epoch: 11
lr: 0.05
train_acc: 65.01
train_loss: 4.04
test_acc: 57.88
test_acc_top5: 85.20
test_loss: 2.71
-------------------------
-------------------------
epoch: 12
lr: 0.05
train_acc: 65.91
train_loss: 3.97
test_acc: 57.84
test_acc_top5: 85.31
test_loss: 2.61
-------------------------
-------------------------
epoch: 13
lr: 0.05
train_acc: 66.63
train_loss: 3.92
test_acc: 57.97
test_acc_top5: 85.41
test_loss: 2.73
-------------------------
-------------------------
epoch: 14
lr: 0.05
train_acc: 67.13
train_loss: 3.88
test_acc: 59.45
test_acc_top5: 86.28
test_loss: 2.70
-------------------------
-------------------------
epoch: 15
lr: 0.05
train_acc: 67.16
train_loss: 3.84
test_acc: 57.00
test_acc_top5: 84.15
test_loss: 2.71
-------------------------
-------------------------
epoch: 16
lr: 0.05
train_acc: 67.65
train_loss: 3.80
test_acc: 54.25
test_acc_top5: 82.06
test_loss: 2.83
-------------------------
-------------------------
epoch: 17
lr: 0.05
train_acc: 67.92
train_loss: 3.77
test_acc: 58.94
test_acc_top5: 86.00
test_loss: 2.67
-------------------------
-------------------------
epoch: 18
lr: 0.05
train_acc: 68.41
train_loss: 3.74
test_acc: 56.91
test_acc_top5: 85.02
test_loss: 2.76
-------------------------
-------------------------
epoch: 19
lr: 0.05
train_acc: 68.63
train_loss: 3.72
test_acc: 60.33
test_acc_top5: 87.23
test_loss: 2.60
-------------------------
-------------------------
epoch: 20
lr: 0.05
train_acc: 68.58
train_loss: 3.71
test_acc: 61.96
test_acc_top5: 87.50
test_loss: 2.61
-------------------------
-------------------------
epoch: 21
lr: 0.05
train_acc: 68.81
train_loss: 3.70
test_acc: 58.18
test_acc_top5: 84.95
test_loss: 2.84
-------------------------
-------------------------
epoch: 22
lr: 0.05
train_acc: 68.96
train_loss: 3.65
test_acc: 59.22
test_acc_top5: 85.84
test_loss: 2.89
-------------------------
-------------------------
epoch: 23
lr: 0.05
train_acc: 69.41
train_loss: 3.64
test_acc: 59.22
test_acc_top5: 85.79
test_loss: 2.61
-------------------------
-------------------------
epoch: 24
lr: 0.05
train_acc: 69.32
train_loss: 3.64
test_acc: 60.92
test_acc_top5: 87.71
test_loss: 2.83
-------------------------
-------------------------
epoch: 25
lr: 0.05
train_acc: 69.44
train_loss: 3.62
test_acc: 62.34
test_acc_top5: 88.95
test_loss: 2.58
-------------------------
-------------------------
epoch: 26
lr: 0.05
train_acc: 69.35
train_loss: 3.61
test_acc: 61.02
test_acc_top5: 87.65
test_loss: 2.68
-------------------------
-------------------------
epoch: 27
lr: 0.05
train_acc: 69.61
train_loss: 3.60
test_acc: 62.39
test_acc_top5: 88.66
test_loss: 2.72
-------------------------
-------------------------
epoch: 28
lr: 0.05
train_acc: 69.36
train_loss: 3.60
test_acc: 61.88
test_acc_top5: 88.56
test_loss: 2.68
-------------------------
-------------------------
epoch: 29
lr: 0.05
train_acc: 69.87
train_loss: 3.57
test_acc: 61.00
test_acc_top5: 86.80
test_loss: 2.70
-------------------------
-------------------------
epoch: 30
lr: 0.05
train_acc: 70.10
train_loss: 3.57
test_acc: 61.86
test_acc_top5: 88.03
test_loss: 2.86
-------------------------
-------------------------
epoch: 31
lr: 0.05
train_acc: 70.08
train_loss: 3.57
test_acc: 61.80
test_acc_top5: 87.75
test_loss: 2.77
-------------------------
-------------------------
epoch: 32
lr: 0.05
train_acc: 69.95
train_loss: 3.56
test_acc: 62.24
test_acc_top5: 88.63
test_loss: 2.66
-------------------------
-------------------------
epoch: 33
lr: 0.05
train_acc: 70.29
train_loss: 3.55
test_acc: 60.50
test_acc_top5: 86.70
test_loss: 2.68
-------------------------
-------------------------
epoch: 34
lr: 0.05
train_acc: 70.08
train_loss: 3.55
test_acc: 61.01
test_acc_top5: 86.70
test_loss: 2.75
-------------------------
-------------------------
epoch: 35
lr: 0.05
train_acc: 70.56
train_loss: 3.52
test_acc: 59.35
test_acc_top5: 85.89
test_loss: 2.72
-------------------------
-------------------------
epoch: 36
lr: 0.05
train_acc: 70.44
train_loss: 3.54
test_acc: 60.31
test_acc_top5: 86.57
test_loss: 2.73
-------------------------
-------------------------
epoch: 37
lr: 0.05
train_acc: 70.24
train_loss: 3.53
test_acc: 63.51
test_acc_top5: 88.94
test_loss: 2.74
-------------------------
-------------------------
epoch: 38
lr: 0.05
train_acc: 70.45
train_loss: 3.51
test_acc: 58.84
test_acc_top5: 85.84
test_loss: 2.67
-------------------------
-------------------------
epoch: 39
lr: 0.05
train_acc: 70.59
train_loss: 3.51
test_acc: 62.66
test_acc_top5: 88.18
test_loss: 2.70
-------------------------
-------------------------
epoch: 40
lr: 0.05
train_acc: 70.44
train_loss: 3.52
test_acc: 63.41
test_acc_top5: 88.40
test_loss: 2.71
-------------------------
-------------------------
epoch: 41
lr: 0.05
train_acc: 70.66
train_loss: 3.49
test_acc: 57.37
test_acc_top5: 85.08
test_loss: 2.71
-------------------------
-------------------------
epoch: 42
lr: 0.05
train_acc: 70.68
train_loss: 3.49
test_acc: 63.54
test_acc_top5: 88.75
test_loss: 2.72
-------------------------
-------------------------
epoch: 43
lr: 0.05
train_acc: 70.85
train_loss: 3.49
test_acc: 61.90
test_acc_top5: 87.61
test_loss: 2.59
-------------------------
-------------------------
epoch: 44
lr: 0.05
train_acc: 70.74
train_loss: 3.48
test_acc: 61.07
test_acc_top5: 87.23
test_loss: 2.57
-------------------------
-------------------------
epoch: 45
lr: 0.05
train_acc: 70.46
train_loss: 3.50
test_acc: 61.23
test_acc_top5: 88.63
test_loss: 2.66
-------------------------
-------------------------
epoch: 46
lr: 0.05
train_acc: 70.99
train_loss: 3.47
test_acc: 60.20
test_acc_top5: 86.27
test_loss: 2.73
-------------------------
-------------------------
epoch: 47
lr: 0.05
train_acc: 71.11
train_loss: 3.47
test_acc: 60.99
test_acc_top5: 87.34
test_loss: 2.75
-------------------------
-------------------------
epoch: 48
lr: 0.05
train_acc: 70.96
train_loss: 3.46
test_acc: 60.90
test_acc_top5: 87.20
test_loss: 2.70
-------------------------
-------------------------
epoch: 49
lr: 0.05
train_acc: 71.00
train_loss: 3.47
test_acc: 62.33
test_acc_top5: 88.55
test_loss: 2.65
-------------------------
-------------------------
epoch: 50
lr: 0.05
train_acc: 71.04
train_loss: 3.46
test_acc: 61.30
test_acc_top5: 87.09
test_loss: 2.66
-------------------------
-------------------------
epoch: 51
lr: 0.05
train_acc: 70.96
train_loss: 3.47
test_acc: 59.37
test_acc_top5: 86.33
test_loss: 2.67
-------------------------
-------------------------
epoch: 52
lr: 0.05
train_acc: 70.97
train_loss: 3.46
test_acc: 60.31
test_acc_top5: 87.08
test_loss: 2.83
-------------------------
-------------------------
epoch: 53
lr: 0.05
train_acc: 71.32
train_loss: 3.44
test_acc: 61.67
test_acc_top5: 87.53
test_loss: 2.74
-------------------------
-------------------------
epoch: 54
lr: 0.05
train_acc: 71.13
train_loss: 3.45
test_acc: 62.68
test_acc_top5: 87.78
test_loss: 2.78
-------------------------
-------------------------
epoch: 55
lr: 0.05
train_acc: 71.25
train_loss: 3.44
test_acc: 61.92
test_acc_top5: 88.49
test_loss: 2.75
-------------------------
-------------------------
epoch: 56
lr: 0.05
train_acc: 71.31
train_loss: 3.44
test_acc: 60.70
test_acc_top5: 86.96
test_loss: 2.75
-------------------------
-------------------------
epoch: 57
lr: 0.05
train_acc: 71.35
train_loss: 3.45
test_acc: 62.62
test_acc_top5: 88.20
test_loss: 2.69
-------------------------
-------------------------
epoch: 58
lr: 0.05
train_acc: 71.05
train_loss: 3.44
test_acc: 60.99
test_acc_top5: 87.15
test_loss: 2.77
-------------------------
-------------------------
epoch: 59
lr: 0.05
train_acc: 71.31
train_loss: 3.44
test_acc: 63.63
test_acc_top5: 88.39
test_loss: 2.64
-------------------------
-------------------------
epoch: 60
lr: 0.05
train_acc: 71.14
train_loss: 3.44
test_acc: 59.72
test_acc_top5: 86.45
test_loss: 2.71
-------------------------
-------------------------
epoch: 61
lr: 0.05
train_acc: 71.36
train_loss: 3.43
test_acc: 60.83
test_acc_top5: 86.41
test_loss: 2.83
-------------------------
-------------------------
epoch: 62
lr: 0.05
train_acc: 71.05
train_loss: 3.45
test_acc: 57.88
test_acc_top5: 84.48
test_loss: 2.61
-------------------------
-------------------------
epoch: 63
lr: 0.05
train_acc: 71.64
train_loss: 3.41
test_acc: 60.19
test_acc_top5: 86.68
test_loss: 2.57
-------------------------
-------------------------
epoch: 64
lr: 0.05
train_acc: 71.40
train_loss: 3.44
test_acc: 64.03
test_acc_top5: 88.93
test_loss: 2.59
-------------------------
-------------------------
epoch: 65
lr: 0.05
train_acc: 71.63
train_loss: 3.41
test_acc: 60.86
test_acc_top5: 87.18
test_loss: 2.77
-------------------------
-------------------------
epoch: 66
lr: 0.05
train_acc: 71.39
train_loss: 3.43
test_acc: 62.65
test_acc_top5: 88.39
test_loss: 2.62
-------------------------
-------------------------
epoch: 67
lr: 0.05
train_acc: 71.51
train_loss: 3.41
test_acc: 61.99
test_acc_top5: 88.20
test_loss: 2.67
-------------------------
-------------------------
epoch: 68
lr: 0.05
train_acc: 71.40
train_loss: 3.42
test_acc: 64.30
test_acc_top5: 89.04
test_loss: 2.79
-------------------------
-------------------------
epoch: 69
lr: 0.05
train_acc: 71.58
train_loss: 3.42
test_acc: 62.14
test_acc_top5: 88.35
test_loss: 2.74
-------------------------
-------------------------
epoch: 70
lr: 0.05
train_acc: 71.42
train_loss: 3.41
test_acc: 62.28
test_acc_top5: 88.15
test_loss: 2.73
-------------------------
-------------------------
epoch: 71
lr: 0.05
train_acc: 71.40
train_loss: 3.41
test_acc: 59.88
test_acc_top5: 87.07
test_loss: 2.77
-------------------------
-------------------------
epoch: 72
lr: 0.05
train_acc: 71.43
train_loss: 3.41
test_acc: 60.49
test_acc_top5: 86.68
test_loss: 2.77
-------------------------
-------------------------
epoch: 73
lr: 0.05
train_acc: 71.60
train_loss: 3.40
test_acc: 62.09
test_acc_top5: 88.57
test_loss: 2.67
-------------------------
-------------------------
epoch: 74
lr: 0.05
train_acc: 71.61
train_loss: 3.39
test_acc: 62.08
test_acc_top5: 87.61
test_loss: 2.58
-------------------------
-------------------------
epoch: 75
lr: 0.05
train_acc: 71.88
train_loss: 3.40
test_acc: 61.84
test_acc_top5: 88.01
test_loss: 2.62
-------------------------
-------------------------
epoch: 76
lr: 0.05
train_acc: 71.79
train_loss: 3.41
test_acc: 60.97
test_acc_top5: 86.82
test_loss: 2.69
-------------------------
-------------------------
epoch: 77
lr: 0.05
train_acc: 71.61
train_loss: 3.41
test_acc: 63.39
test_acc_top5: 88.57
test_loss: 2.56
-------------------------
-------------------------
epoch: 78
lr: 0.05
train_acc: 71.57
train_loss: 3.39
test_acc: 63.09
test_acc_top5: 89.00
test_loss: 2.63
-------------------------
-------------------------
epoch: 79
lr: 0.05
train_acc: 71.49
train_loss: 3.41
test_acc: 63.81
test_acc_top5: 89.15
test_loss: 2.67
-------------------------
-------------------------
epoch: 80
lr: 0.05
train_acc: 71.89
train_loss: 3.38
test_acc: 61.16
test_acc_top5: 87.45
test_loss: 2.63
-------------------------
-------------------------
epoch: 81
lr: 0.05
train_acc: 71.78
train_loss: 3.39
test_acc: 60.09
test_acc_top5: 86.77
test_loss: 2.60
-------------------------
-------------------------
epoch: 82
lr: 0.05
train_acc: 71.65
train_loss: 3.39
test_acc: 64.69
test_acc_top5: 89.36
test_loss: 2.62
-------------------------
-------------------------
epoch: 83
lr: 0.05
train_acc: 71.87
train_loss: 3.38
test_acc: 60.36
test_acc_top5: 86.38
test_loss: 2.75
-------------------------
-------------------------
epoch: 84
lr: 0.05
train_acc: 71.66
train_loss: 3.39
test_acc: 62.74
test_acc_top5: 88.72
test_loss: 2.69
-------------------------
-------------------------
epoch: 85
lr: 0.05
train_acc: 71.87
train_loss: 3.40
test_acc: 62.93
test_acc_top5: 88.11
test_loss: 2.68
-------------------------
-------------------------
epoch: 86
lr: 0.05
train_acc: 71.81
train_loss: 3.40
test_acc: 61.46
test_acc_top5: 87.42
test_loss: 2.58
-------------------------
-------------------------
epoch: 87
lr: 0.05
train_acc: 71.54
train_loss: 3.41
test_acc: 61.14
test_acc_top5: 88.03
test_loss: 2.46
-------------------------
-------------------------
epoch: 88
lr: 0.05
train_acc: 71.72
train_loss: 3.37
test_acc: 63.42
test_acc_top5: 88.54
test_loss: 2.62
-------------------------
-------------------------
epoch: 89
lr: 0.05
train_acc: 71.73
train_loss: 3.38
test_acc: 65.24
test_acc_top5: 89.78
test_loss: 2.74
-------------------------
-------------------------
epoch: 90
lr: 0.05
train_acc: 71.83
train_loss: 3.38
test_acc: 64.45
test_acc_top5: 88.72
test_loss: 2.75
-------------------------
-------------------------
epoch: 91
lr: 0.05
train_acc: 71.92
train_loss: 3.39
test_acc: 61.64
test_acc_top5: 88.10
test_loss: 2.63
-------------------------
-------------------------
epoch: 92
lr: 0.05
train_acc: 71.79
train_loss: 3.38
test_acc: 61.61
test_acc_top5: 86.99
test_loss: 2.69
-------------------------
-------------------------
epoch: 93
lr: 0.05
train_acc: 71.81
train_loss: 3.38
test_acc: 64.63
test_acc_top5: 88.29
test_loss: 2.60
-------------------------
-------------------------
epoch: 94
lr: 0.05
train_acc: 71.97
train_loss: 3.39
test_acc: 61.20
test_acc_top5: 87.37
test_loss: 2.74
-------------------------
-------------------------
epoch: 95
lr: 0.05
train_acc: 71.97
train_loss: 3.37
test_acc: 61.34
test_acc_top5: 87.30
test_loss: 2.52
-------------------------
-------------------------
epoch: 96
lr: 0.05
train_acc: 71.73
train_loss: 3.37
test_acc: 64.16
test_acc_top5: 88.58
test_loss: 2.66
-------------------------
-------------------------
epoch: 97
lr: 0.05
train_acc: 71.83
train_loss: 3.36
test_acc: 61.25
test_acc_top5: 87.12
test_loss: 2.66
-------------------------
-------------------------
epoch: 98
lr: 0.05
train_acc: 71.85
train_loss: 3.39
test_acc: 62.01
test_acc_top5: 87.64
test_loss: 2.64
-------------------------
-------------------------
epoch: 99
lr: 0.05
train_acc: 71.76
train_loss: 3.38
test_acc: 62.70
test_acc_top5: 88.43
test_loss: 2.65
-------------------------
-------------------------
epoch: 100
lr: 0.05
train_acc: 71.93
train_loss: 3.37
test_acc: 65.38
test_acc_top5: 89.90
test_loss: 2.63
-------------------------
-------------------------
epoch: 101
lr: 0.05
train_acc: 71.70
train_loss: 3.39
test_acc: 62.56
test_acc_top5: 88.76
test_loss: 2.59
-------------------------
-------------------------
epoch: 102
lr: 0.05
train_acc: 71.99
train_loss: 3.37
test_acc: 64.09
test_acc_top5: 88.56
test_loss: 2.60
-------------------------
-------------------------
epoch: 103
lr: 0.05
train_acc: 72.03
train_loss: 3.35
test_acc: 63.01
test_acc_top5: 88.73
test_loss: 2.74
-------------------------
-------------------------
epoch: 104
lr: 0.05
train_acc: 71.67
train_loss: 3.38
test_acc: 57.62
test_acc_top5: 84.29
test_loss: 2.78
-------------------------
-------------------------
epoch: 105
lr: 0.05
train_acc: 71.78
train_loss: 3.39
test_acc: 63.60
test_acc_top5: 88.86
test_loss: 2.59
-------------------------
-------------------------
epoch: 106
lr: 0.05
train_acc: 72.00
train_loss: 3.37
test_acc: 61.60
test_acc_top5: 87.79
test_loss: 2.62
-------------------------
-------------------------
epoch: 107
lr: 0.05
train_acc: 71.75
train_loss: 3.38
test_acc: 60.52
test_acc_top5: 86.35
test_loss: 2.74
-------------------------
-------------------------
epoch: 108
lr: 0.05
train_acc: 71.70
train_loss: 3.38
test_acc: 62.03
test_acc_top5: 87.30
test_loss: 2.55
-------------------------
-------------------------
epoch: 109
lr: 0.05
train_acc: 72.12
train_loss: 3.37
test_acc: 62.23
test_acc_top5: 88.24
test_loss: 2.65
-------------------------
-------------------------
epoch: 110
lr: 0.05
train_acc: 72.04
train_loss: 3.36
test_acc: 63.21
test_acc_top5: 87.99
test_loss: 2.63
-------------------------
-------------------------
epoch: 111
lr: 0.05
train_acc: 71.94
train_loss: 3.35
test_acc: 63.68
test_acc_top5: 88.98
test_loss: 2.58
-------------------------
-------------------------