Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 16.95
Ratio, Upper bound for zonotope_kmeans: 0.100 15.75
Ratio, Upper bound for zonotope_kmeans: 0.100 16.86
Ratio, Upper bound for zonotope_kmeans: 0.100 15.83
Ratio, Upper bound for zonotope_kmeans: 0.100 16.82
Ratio, Upper bound for zonotope_kmeans: 0.100 16.63
Ratio, Upper bound for zonotope_kmeans: 0.100 17.34
Ratio, Upper bound for zonotope_kmeans: 0.100 16.07
Ratio, Upper bound for zonotope_kmeans: 0.100 16.98
Ratio, Upper bound for zonotope_kmeans: 0.100 15.65
Ratio, Upper bound for zonotope_kmeans: 0.050 16.13
Ratio, Upper bound for zonotope_kmeans: 0.050 14.79
Ratio, Upper bound for zonotope_kmeans: 0.050 15.87
Ratio, Upper bound for zonotope_kmeans: 0.050 15.01
Ratio, Upper bound for zonotope_kmeans: 0.050 16.22
Ratio, Upper bound for zonotope_kmeans: 0.050 14.88
Ratio, Upper bound for zonotope_kmeans: 0.050 15.95
Ratio, Upper bound for zonotope_kmeans: 0.050 15.06
Ratio, Upper bound for zonotope_kmeans: 0.050 15.94
Ratio, Upper bound for zonotope_kmeans: 0.050 15.01
Ratio, Upper bound for zonotope_kmeans: 0.025 15.16
Ratio, Upper bound for zonotope_kmeans: 0.025 14.40
Ratio, Upper bound for zonotope_kmeans: 0.025 15.09
Ratio, Upper bound for zonotope_kmeans: 0.025 14.40
Ratio, Upper bound for zonotope_kmeans: 0.025 15.30
Ratio, Upper bound for zonotope_kmeans: 0.025 14.36
Ratio, Upper bound for zonotope_kmeans: 0.025 15.23
Ratio, Upper bound for zonotope_kmeans: 0.025 14.43
Ratio, Upper bound for zonotope_kmeans: 0.025 15.15
Ratio, Upper bound for zonotope_kmeans: 0.025 14.38
Ratio, Upper bound for zonotope_kmeans: 0.010 14.66
Ratio, Upper bound for zonotope_kmeans: 0.010 13.84
Ratio, Upper bound for zonotope_kmeans: 0.010 14.64
Ratio, Upper bound for zonotope_kmeans: 0.010 13.84
Ratio, Upper bound for zonotope_kmeans: 0.010 14.67
Ratio, Upper bound for zonotope_kmeans: 0.010 13.87
Ratio, Upper bound for zonotope_kmeans: 0.010 14.64
Ratio, Upper bound for zonotope_kmeans: 0.010 13.84
Ratio, Upper bound for zonotope_kmeans: 0.010 14.66
Ratio, Upper bound for zonotope_kmeans: 0.010 13.85
Ratio, Upper bound for zonotope_kmeans: 0.005 14.42
Ratio, Upper bound for zonotope_kmeans: 0.005 13.66
Ratio, Upper bound for zonotope_kmeans: 0.005 14.42
Ratio, Upper bound for zonotope_kmeans: 0.005 13.66
Ratio, Upper bound for zonotope_kmeans: 0.005 14.42
Ratio, Upper bound for zonotope_kmeans: 0.005 13.66
Ratio, Upper bound for zonotope_kmeans: 0.005 14.42
Ratio, Upper bound for zonotope_kmeans: 0.005 13.66
Ratio, Upper bound for zonotope_kmeans: 0.005 14.42
Ratio, Upper bound for zonotope_kmeans: 0.005 13.66
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Test accuracy: 1.000 99.42
Ratio, Val accuracy: 0.100 99.57
Ratio, Val accuracy: 0.100 99.57
Ratio, Val accuracy: 0.100 99.57
Ratio, Val accuracy: 0.100 99.57
Ratio, Val accuracy: 0.100 99.57
Ratio, Test accuracy: 0.100 99.47
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.60
Ratio, Val accuracy: 0.050 99.60
Ratio, Val accuracy: 0.050 99.60
Ratio, Test accuracy: 0.050 99.53
Ratio, Val accuracy: 0.025 99.45
Ratio, Val accuracy: 0.025 99.45
Ratio, Val accuracy: 0.025 99.45
Ratio, Val accuracy: 0.025 99.51
Ratio, Val accuracy: 0.025 99.51
Ratio, Test accuracy: 0.025 99.42
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Test accuracy: 0.010 99.58
Ratio, Val accuracy: 0.005 99.54
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Test accuracy: 0.005 99.42
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 193.67
Ratio, Upper bound for neural_path_kmeans: 0.100 197.58
Ratio, Upper bound for neural_path_kmeans: 0.100 283.77
Ratio, Upper bound for neural_path_kmeans: 0.100 197.12
Ratio, Upper bound for neural_path_kmeans: 0.100 197.49
Ratio, Upper bound for neural_path_kmeans: 0.050 107.56
Ratio, Upper bound for neural_path_kmeans: 0.050 92.65
Ratio, Upper bound for neural_path_kmeans: 0.050 91.08
Ratio, Upper bound for neural_path_kmeans: 0.050 93.06
Ratio, Upper bound for neural_path_kmeans: 0.050 118.83
Ratio, Upper bound for neural_path_kmeans: 0.025 55.98
Ratio, Upper bound for neural_path_kmeans: 0.025 56.50
Ratio, Upper bound for neural_path_kmeans: 0.025 55.60
Ratio, Upper bound for neural_path_kmeans: 0.025 58.28
Ratio, Upper bound for neural_path_kmeans: 0.025 55.02
Ratio, Upper bound for neural_path_kmeans: 0.010 41.51
Ratio, Upper bound for neural_path_kmeans: 0.010 39.37
Ratio, Upper bound for neural_path_kmeans: 0.010 40.05
Ratio, Upper bound for neural_path_kmeans: 0.010 40.79
Ratio, Upper bound for neural_path_kmeans: 0.010 41.70
Ratio, Upper bound for neural_path_kmeans: 0.005 34.72
Ratio, Upper bound for neural_path_kmeans: 0.005 34.66
Ratio, Upper bound for neural_path_kmeans: 0.005 34.98
Ratio, Upper bound for neural_path_kmeans: 0.005 34.93
Ratio, Upper bound for neural_path_kmeans: 0.005 34.78
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Test accuracy: 1.000 99.42
Ratio, Val accuracy: 0.100 99.37
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Test accuracy: 0.100 99.42
Ratio, Val accuracy: 0.050 99.28
Ratio, Val accuracy: 0.050 99.31
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.54
Ratio, Test accuracy: 0.050 99.58
Ratio, Val accuracy: 0.025 99.28
Ratio, Val accuracy: 0.025 99.60
Ratio, Val accuracy: 0.025 99.60
Ratio, Val accuracy: 0.025 99.60
Ratio, Val accuracy: 0.025 99.60
Ratio, Test accuracy: 0.025 99.47
Ratio, Val accuracy: 0.010 99.51
Ratio, Val accuracy: 0.010 99.51
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Test accuracy: 0.010 99.42
Ratio, Val accuracy: 0.005 99.19
Ratio, Val accuracy: 0.005 99.19
Ratio, Val accuracy: 0.005 99.39
Ratio, Val accuracy: 0.005 99.39
Ratio, Val accuracy: 0.005 99.39
Ratio, Test accuracy: 0.005 99.16
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 15.46
Ratio, Upper bound for zonotope_kmeans: 0.100 17.37
Ratio, Upper bound for zonotope_kmeans: 0.100 15.59
Ratio, Upper bound for zonotope_kmeans: 0.100 17.24
Ratio, Upper bound for zonotope_kmeans: 0.100 15.51
Ratio, Upper bound for zonotope_kmeans: 0.100 17.22
Ratio, Upper bound for zonotope_kmeans: 0.100 15.65
Ratio, Upper bound for zonotope_kmeans: 0.100 17.29
Ratio, Upper bound for zonotope_kmeans: 0.100 15.58
Ratio, Upper bound for zonotope_kmeans: 0.100 17.18
Ratio, Upper bound for zonotope_kmeans: 0.050 14.94
Ratio, Upper bound for zonotope_kmeans: 0.050 16.10
Ratio, Upper bound for zonotope_kmeans: 0.050 14.67
Ratio, Upper bound for zonotope_kmeans: 0.050 16.47
Ratio, Upper bound for zonotope_kmeans: 0.050 14.63
Ratio, Upper bound for zonotope_kmeans: 0.050 16.22
Ratio, Upper bound for zonotope_kmeans: 0.050 14.95
Ratio, Upper bound for zonotope_kmeans: 0.050 16.22
Ratio, Upper bound for zonotope_kmeans: 0.050 14.65
Ratio, Upper bound for zonotope_kmeans: 0.050 16.11
Ratio, Upper bound for zonotope_kmeans: 0.025 14.21
Ratio, Upper bound for zonotope_kmeans: 0.025 15.36
Ratio, Upper bound for zonotope_kmeans: 0.025 14.25
Ratio, Upper bound for zonotope_kmeans: 0.025 15.34
Ratio, Upper bound for zonotope_kmeans: 0.025 14.26
Ratio, Upper bound for zonotope_kmeans: 0.025 15.36
Ratio, Upper bound for zonotope_kmeans: 0.025 14.13
Ratio, Upper bound for zonotope_kmeans: 0.025 15.38
Ratio, Upper bound for zonotope_kmeans: 0.025 14.14
Ratio, Upper bound for zonotope_kmeans: 0.025 15.50
Ratio, Upper bound for zonotope_kmeans: 0.010 13.60
Ratio, Upper bound for zonotope_kmeans: 0.010 15.06
Ratio, Upper bound for zonotope_kmeans: 0.010 13.52
Ratio, Upper bound for zonotope_kmeans: 0.010 14.89
Ratio, Upper bound for zonotope_kmeans: 0.010 13.54
Ratio, Upper bound for zonotope_kmeans: 0.010 14.86
Ratio, Upper bound for zonotope_kmeans: 0.010 13.54
Ratio, Upper bound for zonotope_kmeans: 0.010 15.07
Ratio, Upper bound for zonotope_kmeans: 0.010 13.54
Ratio, Upper bound for zonotope_kmeans: 0.010 14.95
Ratio, Upper bound for zonotope_kmeans: 0.005 13.37
Ratio, Upper bound for zonotope_kmeans: 0.005 14.76
Ratio, Upper bound for zonotope_kmeans: 0.005 13.37
Ratio, Upper bound for zonotope_kmeans: 0.005 14.76
Ratio, Upper bound for zonotope_kmeans: 0.005 13.37
Ratio, Upper bound for zonotope_kmeans: 0.005 14.76
Ratio, Upper bound for zonotope_kmeans: 0.005 13.37
Ratio, Upper bound for zonotope_kmeans: 0.005 14.76
Ratio, Upper bound for zonotope_kmeans: 0.005 13.37
Ratio, Upper bound for zonotope_kmeans: 0.005 14.76
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Test accuracy: 1.000 99.63
Ratio, Val accuracy: 0.100 99.68
Ratio, Val accuracy: 0.100 99.68
Ratio, Val accuracy: 0.100 99.68
Ratio, Val accuracy: 0.100 99.68
Ratio, Val accuracy: 0.100 99.68
Ratio, Test accuracy: 0.100 99.53
Ratio, Val accuracy: 0.050 99.71
Ratio, Val accuracy: 0.050 99.71
Ratio, Val accuracy: 0.050 99.71
Ratio, Val accuracy: 0.050 99.71
Ratio, Val accuracy: 0.050 99.71
Ratio, Test accuracy: 0.050 99.53
Ratio, Val accuracy: 0.025 99.71
Ratio, Val accuracy: 0.025 99.71
Ratio, Val accuracy: 0.025 99.71
Ratio, Val accuracy: 0.025 99.71
Ratio, Val accuracy: 0.025 99.71
Ratio, Test accuracy: 0.025 99.53
Ratio, Val accuracy: 0.010 99.68
Ratio, Val accuracy: 0.010 99.68
Ratio, Val accuracy: 0.010 99.68
Ratio, Val accuracy: 0.010 99.68
Ratio, Val accuracy: 0.010 99.68
Ratio, Test accuracy: 0.010 99.47
Ratio, Val accuracy: 0.005 99.60
Ratio, Val accuracy: 0.005 99.60
Ratio, Val accuracy: 0.005 99.60
Ratio, Val accuracy: 0.005 99.60
Ratio, Val accuracy: 0.005 99.60
Ratio, Test accuracy: 0.005 99.63
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 271.96
Ratio, Upper bound for neural_path_kmeans: 0.100 202.01
Ratio, Upper bound for neural_path_kmeans: 0.100 267.01
Ratio, Upper bound for neural_path_kmeans: 0.100 298.24
Ratio, Upper bound for neural_path_kmeans: 0.100 196.23
Ratio, Upper bound for neural_path_kmeans: 0.050 122.50
Ratio, Upper bound for neural_path_kmeans: 0.050 104.05
Ratio, Upper bound for neural_path_kmeans: 0.050 101.33
Ratio, Upper bound for neural_path_kmeans: 0.050 96.73
Ratio, Upper bound for neural_path_kmeans: 0.050 94.56
Ratio, Upper bound for neural_path_kmeans: 0.025 57.84
Ratio, Upper bound for neural_path_kmeans: 0.025 58.37
Ratio, Upper bound for neural_path_kmeans: 0.025 56.85
Ratio, Upper bound for neural_path_kmeans: 0.025 59.65
Ratio, Upper bound for neural_path_kmeans: 0.025 56.26
Ratio, Upper bound for neural_path_kmeans: 0.010 40.46
Ratio, Upper bound for neural_path_kmeans: 0.010 40.93
Ratio, Upper bound for neural_path_kmeans: 0.010 40.98
Ratio, Upper bound for neural_path_kmeans: 0.010 40.11
Ratio, Upper bound for neural_path_kmeans: 0.010 40.53
Ratio, Upper bound for neural_path_kmeans: 0.005 35.50
Ratio, Upper bound for neural_path_kmeans: 0.005 35.33
Ratio, Upper bound for neural_path_kmeans: 0.005 35.69
Ratio, Upper bound for neural_path_kmeans: 0.005 35.44
Ratio, Upper bound for neural_path_kmeans: 0.005 35.33
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Val accuracy: 1.000 99.74
Ratio, Test accuracy: 1.000 99.63
Ratio, Val accuracy: 0.100 99.71
Ratio, Val accuracy: 0.100 99.71
Ratio, Val accuracy: 0.100 99.71
Ratio, Val accuracy: 0.100 99.74
Ratio, Val accuracy: 0.100 99.74
Ratio, Test accuracy: 0.100 99.68
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.68
Ratio, Val accuracy: 0.050 99.68
Ratio, Val accuracy: 0.050 99.68
Ratio, Val accuracy: 0.050 99.68
Ratio, Test accuracy: 0.050 99.37
Ratio, Val accuracy: 0.025 99.74
Ratio, Val accuracy: 0.025 99.74
Ratio, Val accuracy: 0.025 99.74
Ratio, Val accuracy: 0.025 99.74
Ratio, Val accuracy: 0.025 99.74
Ratio, Test accuracy: 0.025 99.47
Ratio, Val accuracy: 0.010 99.71
Ratio, Val accuracy: 0.010 99.71
Ratio, Val accuracy: 0.010 99.71
Ratio, Val accuracy: 0.010 99.71
Ratio, Val accuracy: 0.010 99.71
Ratio, Test accuracy: 0.010 99.63
Ratio, Val accuracy: 0.005 99.19
Ratio, Val accuracy: 0.005 99.19
Ratio, Val accuracy: 0.005 99.19
Ratio, Val accuracy: 0.005 99.19
Ratio, Val accuracy: 0.005 99.71
Ratio, Test accuracy: 0.005 99.53
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 16.52
Ratio, Upper bound for zonotope_kmeans: 0.100 17.88
Ratio, Upper bound for zonotope_kmeans: 0.100 16.46
Ratio, Upper bound for zonotope_kmeans: 0.100 18.09
Ratio, Upper bound for zonotope_kmeans: 0.100 16.52
Ratio, Upper bound for zonotope_kmeans: 0.100 18.05
Ratio, Upper bound for zonotope_kmeans: 0.100 16.23
Ratio, Upper bound for zonotope_kmeans: 0.100 18.06
Ratio, Upper bound for zonotope_kmeans: 0.100 16.48
Ratio, Upper bound for zonotope_kmeans: 0.100 18.10
Ratio, Upper bound for zonotope_kmeans: 0.050 15.35
Ratio, Upper bound for zonotope_kmeans: 0.050 16.81
Ratio, Upper bound for zonotope_kmeans: 0.050 15.22
Ratio, Upper bound for zonotope_kmeans: 0.050 16.78
Ratio, Upper bound for zonotope_kmeans: 0.050 15.18
Ratio, Upper bound for zonotope_kmeans: 0.050 16.93
Ratio, Upper bound for zonotope_kmeans: 0.050 15.32
Ratio, Upper bound for zonotope_kmeans: 0.050 16.81
Ratio, Upper bound for zonotope_kmeans: 0.050 15.24
Ratio, Upper bound for zonotope_kmeans: 0.050 16.83
Ratio, Upper bound for zonotope_kmeans: 0.025 14.54
Ratio, Upper bound for zonotope_kmeans: 0.025 16.04
Ratio, Upper bound for zonotope_kmeans: 0.025 14.66
Ratio, Upper bound for zonotope_kmeans: 0.025 16.12
Ratio, Upper bound for zonotope_kmeans: 0.025 14.47
Ratio, Upper bound for zonotope_kmeans: 0.025 16.07
Ratio, Upper bound for zonotope_kmeans: 0.025 14.66
Ratio, Upper bound for zonotope_kmeans: 0.025 16.06
Ratio, Upper bound for zonotope_kmeans: 0.025 14.72
Ratio, Upper bound for zonotope_kmeans: 0.025 16.15
Ratio, Upper bound for zonotope_kmeans: 0.010 14.06
Ratio, Upper bound for zonotope_kmeans: 0.010 15.66
Ratio, Upper bound for zonotope_kmeans: 0.010 14.06
Ratio, Upper bound for zonotope_kmeans: 0.010 15.68
Ratio, Upper bound for zonotope_kmeans: 0.010 14.07
Ratio, Upper bound for zonotope_kmeans: 0.010 15.63
Ratio, Upper bound for zonotope_kmeans: 0.010 14.06
Ratio, Upper bound for zonotope_kmeans: 0.010 15.65
Ratio, Upper bound for zonotope_kmeans: 0.010 14.06
Ratio, Upper bound for zonotope_kmeans: 0.010 15.65
Ratio, Upper bound for zonotope_kmeans: 0.005 13.90
Ratio, Upper bound for zonotope_kmeans: 0.005 15.36
Ratio, Upper bound for zonotope_kmeans: 0.005 13.90
Ratio, Upper bound for zonotope_kmeans: 0.005 15.36
Ratio, Upper bound for zonotope_kmeans: 0.005 13.90
Ratio, Upper bound for zonotope_kmeans: 0.005 15.36
Ratio, Upper bound for zonotope_kmeans: 0.005 13.90
Ratio, Upper bound for zonotope_kmeans: 0.005 15.36
Ratio, Upper bound for zonotope_kmeans: 0.005 13.90
Ratio, Upper bound for zonotope_kmeans: 0.005 15.36
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Test accuracy: 1.000 99.47
Ratio, Val accuracy: 0.100 99.62
Ratio, Val accuracy: 0.100 99.62
Ratio, Val accuracy: 0.100 99.62
Ratio, Val accuracy: 0.100 99.62
Ratio, Val accuracy: 0.100 99.62
Ratio, Test accuracy: 0.100 99.53
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Test accuracy: 0.050 99.53
Ratio, Val accuracy: 0.025 99.60
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Test accuracy: 0.025 99.53
Ratio, Val accuracy: 0.010 99.62
Ratio, Val accuracy: 0.010 99.62
Ratio, Val accuracy: 0.010 99.62
Ratio, Val accuracy: 0.010 99.62
Ratio, Val accuracy: 0.010 99.62
Ratio, Test accuracy: 0.010 99.47
Ratio, Val accuracy: 0.005 99.31
Ratio, Val accuracy: 0.005 99.34
Ratio, Val accuracy: 0.005 99.34
Ratio, Val accuracy: 0.005 99.34
Ratio, Val accuracy: 0.005 99.34
Ratio, Test accuracy: 0.005 99.11
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 169.98
Ratio, Upper bound for neural_path_kmeans: 0.100 287.02
Ratio, Upper bound for neural_path_kmeans: 0.100 461.52
Ratio, Upper bound for neural_path_kmeans: 0.100 260.78
Ratio, Upper bound for neural_path_kmeans: 0.100 202.66
Ratio, Upper bound for neural_path_kmeans: 0.050 88.01
Ratio, Upper bound for neural_path_kmeans: 0.050 85.27
Ratio, Upper bound for neural_path_kmeans: 0.050 100.80
Ratio, Upper bound for neural_path_kmeans: 0.050 122.21
Ratio, Upper bound for neural_path_kmeans: 0.050 90.44
Ratio, Upper bound for neural_path_kmeans: 0.025 57.34
Ratio, Upper bound for neural_path_kmeans: 0.025 57.97
Ratio, Upper bound for neural_path_kmeans: 0.025 59.81
Ratio, Upper bound for neural_path_kmeans: 0.025 61.24
Ratio, Upper bound for neural_path_kmeans: 0.025 59.97
Ratio, Upper bound for neural_path_kmeans: 0.010 42.48
Ratio, Upper bound for neural_path_kmeans: 0.010 41.93
Ratio, Upper bound for neural_path_kmeans: 0.010 42.84
Ratio, Upper bound for neural_path_kmeans: 0.010 41.90
Ratio, Upper bound for neural_path_kmeans: 0.010 42.07
Ratio, Upper bound for neural_path_kmeans: 0.005 36.55
Ratio, Upper bound for neural_path_kmeans: 0.005 36.60
Ratio, Upper bound for neural_path_kmeans: 0.005 36.31
Ratio, Upper bound for neural_path_kmeans: 0.005 37.07
Ratio, Upper bound for neural_path_kmeans: 0.005 36.14
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Val accuracy: 1.000 99.62
Ratio, Test accuracy: 1.000 99.47
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Test accuracy: 0.100 99.53
Ratio, Val accuracy: 0.050 99.45
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.60
Ratio, Val accuracy: 0.050 99.65
Ratio, Test accuracy: 0.050 99.47
Ratio, Val accuracy: 0.025 99.60
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Test accuracy: 0.025 99.53
Ratio, Val accuracy: 0.010 99.48
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.57
Ratio, Test accuracy: 0.010 99.53
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Test accuracy: 0.005 99.42
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 16.78
Ratio, Upper bound for zonotope_kmeans: 0.100 17.70
Ratio, Upper bound for zonotope_kmeans: 0.100 16.67
Ratio, Upper bound for zonotope_kmeans: 0.100 17.55
Ratio, Upper bound for zonotope_kmeans: 0.100 16.68
Ratio, Upper bound for zonotope_kmeans: 0.100 17.49
Ratio, Upper bound for zonotope_kmeans: 0.100 16.73
Ratio, Upper bound for zonotope_kmeans: 0.100 17.68
Ratio, Upper bound for zonotope_kmeans: 0.100 16.68
Ratio, Upper bound for zonotope_kmeans: 0.100 17.76
Ratio, Upper bound for zonotope_kmeans: 0.050 15.93
Ratio, Upper bound for zonotope_kmeans: 0.050 16.40
Ratio, Upper bound for zonotope_kmeans: 0.050 15.95
Ratio, Upper bound for zonotope_kmeans: 0.050 16.30
Ratio, Upper bound for zonotope_kmeans: 0.050 15.91
Ratio, Upper bound for zonotope_kmeans: 0.050 16.39
Ratio, Upper bound for zonotope_kmeans: 0.050 16.27
Ratio, Upper bound for zonotope_kmeans: 0.050 16.39
Ratio, Upper bound for zonotope_kmeans: 0.050 15.88
Ratio, Upper bound for zonotope_kmeans: 0.050 16.46
Ratio, Upper bound for zonotope_kmeans: 0.025 15.07
Ratio, Upper bound for zonotope_kmeans: 0.025 15.86
Ratio, Upper bound for zonotope_kmeans: 0.025 15.03
Ratio, Upper bound for zonotope_kmeans: 0.025 15.74
Ratio, Upper bound for zonotope_kmeans: 0.025 15.16
Ratio, Upper bound for zonotope_kmeans: 0.025 15.85
Ratio, Upper bound for zonotope_kmeans: 0.025 15.09
Ratio, Upper bound for zonotope_kmeans: 0.025 15.87
Ratio, Upper bound for zonotope_kmeans: 0.025 15.10
Ratio, Upper bound for zonotope_kmeans: 0.025 15.75
Ratio, Upper bound for zonotope_kmeans: 0.010 14.42
Ratio, Upper bound for zonotope_kmeans: 0.010 15.27
Ratio, Upper bound for zonotope_kmeans: 0.010 14.44
Ratio, Upper bound for zonotope_kmeans: 0.010 15.26
Ratio, Upper bound for zonotope_kmeans: 0.010 14.45
Ratio, Upper bound for zonotope_kmeans: 0.010 15.25
Ratio, Upper bound for zonotope_kmeans: 0.010 14.44
Ratio, Upper bound for zonotope_kmeans: 0.010 15.26
Ratio, Upper bound for zonotope_kmeans: 0.010 14.42
Ratio, Upper bound for zonotope_kmeans: 0.010 15.26
Ratio, Upper bound for zonotope_kmeans: 0.005 14.23
Ratio, Upper bound for zonotope_kmeans: 0.005 14.95
Ratio, Upper bound for zonotope_kmeans: 0.005 14.23
Ratio, Upper bound for zonotope_kmeans: 0.005 14.95
Ratio, Upper bound for zonotope_kmeans: 0.005 14.23
Ratio, Upper bound for zonotope_kmeans: 0.005 14.95
Ratio, Upper bound for zonotope_kmeans: 0.005 14.23
Ratio, Upper bound for zonotope_kmeans: 0.005 14.95
Ratio, Upper bound for zonotope_kmeans: 0.005 14.23
Ratio, Upper bound for zonotope_kmeans: 0.005 14.95
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Test accuracy: 1.000 99.58
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Test accuracy: 0.100 99.53
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Test accuracy: 0.050 99.53
Ratio, Val accuracy: 0.025 99.65
Ratio, Val accuracy: 0.025 99.65
Ratio, Val accuracy: 0.025 99.65
Ratio, Val accuracy: 0.025 99.65
Ratio, Val accuracy: 0.025 99.65
Ratio, Test accuracy: 0.025 99.53
Ratio, Val accuracy: 0.010 99.57
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.62
Ratio, Val accuracy: 0.010 99.62
Ratio, Val accuracy: 0.010 99.62
Ratio, Test accuracy: 0.010 99.53
Ratio, Val accuracy: 0.005 99.65
Ratio, Val accuracy: 0.005 99.65
Ratio, Val accuracy: 0.005 99.65
Ratio, Val accuracy: 0.005 99.65
Ratio, Val accuracy: 0.005 99.65
Ratio, Test accuracy: 0.005 99.58
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 306.17
Ratio, Upper bound for neural_path_kmeans: 0.100 207.24
Ratio, Upper bound for neural_path_kmeans: 0.100 276.54
Ratio, Upper bound for neural_path_kmeans: 0.100 202.20
Ratio, Upper bound for neural_path_kmeans: 0.100 204.25
Ratio, Upper bound for neural_path_kmeans: 0.050 90.63
Ratio, Upper bound for neural_path_kmeans: 0.050 89.67
Ratio, Upper bound for neural_path_kmeans: 0.050 131.18
Ratio, Upper bound for neural_path_kmeans: 0.050 91.25
Ratio, Upper bound for neural_path_kmeans: 0.050 98.24
Ratio, Upper bound for neural_path_kmeans: 0.025 62.74
Ratio, Upper bound for neural_path_kmeans: 0.025 67.00
Ratio, Upper bound for neural_path_kmeans: 0.025 60.85
Ratio, Upper bound for neural_path_kmeans: 0.025 60.70
Ratio, Upper bound for neural_path_kmeans: 0.025 64.75
Ratio, Upper bound for neural_path_kmeans: 0.010 43.84
Ratio, Upper bound for neural_path_kmeans: 0.010 42.23
Ratio, Upper bound for neural_path_kmeans: 0.010 44.94
Ratio, Upper bound for neural_path_kmeans: 0.010 43.66
Ratio, Upper bound for neural_path_kmeans: 0.010 44.27
Ratio, Upper bound for neural_path_kmeans: 0.005 37.64
Ratio, Upper bound for neural_path_kmeans: 0.005 37.07
Ratio, Upper bound for neural_path_kmeans: 0.005 36.79
Ratio, Upper bound for neural_path_kmeans: 0.005 36.94
Ratio, Upper bound for neural_path_kmeans: 0.005 36.85
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Val accuracy: 1.000 99.65
Ratio, Test accuracy: 1.000 99.58
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Val accuracy: 0.100 99.65
Ratio, Test accuracy: 0.100 99.58
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Val accuracy: 0.050 99.65
Ratio, Test accuracy: 0.050 99.58
Ratio, Val accuracy: 0.025 97.49
Ratio, Val accuracy: 0.025 99.57
Ratio, Val accuracy: 0.025 99.57
Ratio, Val accuracy: 0.025 99.57
Ratio, Val accuracy: 0.025 99.57
Ratio, Test accuracy: 0.025 99.26
Ratio, Val accuracy: 0.010 99.16
Ratio, Val accuracy: 0.010 99.37
Ratio, Val accuracy: 0.010 99.37
Ratio, Val accuracy: 0.010 99.37
Ratio, Val accuracy: 0.010 99.37
Ratio, Test accuracy: 0.010 99.00
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Val accuracy: 0.005 99.48
Ratio, Test accuracy: 0.005 99.11
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 1.000 0.00
Ratio, Upper bound for zonotope_kmeans: 0.100 18.47
Ratio, Upper bound for zonotope_kmeans: 0.100 17.52
Ratio, Upper bound for zonotope_kmeans: 0.100 18.77
Ratio, Upper bound for zonotope_kmeans: 0.100 17.66
Ratio, Upper bound for zonotope_kmeans: 0.100 18.38
Ratio, Upper bound for zonotope_kmeans: 0.100 17.60
Ratio, Upper bound for zonotope_kmeans: 0.100 18.31
Ratio, Upper bound for zonotope_kmeans: 0.100 17.69
Ratio, Upper bound for zonotope_kmeans: 0.100 18.47
Ratio, Upper bound for zonotope_kmeans: 0.100 17.57
Ratio, Upper bound for zonotope_kmeans: 0.050 17.50
Ratio, Upper bound for zonotope_kmeans: 0.050 16.52
Ratio, Upper bound for zonotope_kmeans: 0.050 17.63
Ratio, Upper bound for zonotope_kmeans: 0.050 16.44
Ratio, Upper bound for zonotope_kmeans: 0.050 17.32
Ratio, Upper bound for zonotope_kmeans: 0.050 16.54
Ratio, Upper bound for zonotope_kmeans: 0.050 17.30
Ratio, Upper bound for zonotope_kmeans: 0.050 16.63
Ratio, Upper bound for zonotope_kmeans: 0.050 17.17
Ratio, Upper bound for zonotope_kmeans: 0.050 16.44
Ratio, Upper bound for zonotope_kmeans: 0.025 16.53
Ratio, Upper bound for zonotope_kmeans: 0.025 16.13
Ratio, Upper bound for zonotope_kmeans: 0.025 16.84
Ratio, Upper bound for zonotope_kmeans: 0.025 16.14
Ratio, Upper bound for zonotope_kmeans: 0.025 16.64
Ratio, Upper bound for zonotope_kmeans: 0.025 16.11
Ratio, Upper bound for zonotope_kmeans: 0.025 16.44
Ratio, Upper bound for zonotope_kmeans: 0.025 16.01
Ratio, Upper bound for zonotope_kmeans: 0.025 16.66
Ratio, Upper bound for zonotope_kmeans: 0.025 16.15
Ratio, Upper bound for zonotope_kmeans: 0.010 16.11
Ratio, Upper bound for zonotope_kmeans: 0.010 15.43
Ratio, Upper bound for zonotope_kmeans: 0.010 16.07
Ratio, Upper bound for zonotope_kmeans: 0.010 15.43
Ratio, Upper bound for zonotope_kmeans: 0.010 16.06
Ratio, Upper bound for zonotope_kmeans: 0.010 15.42
Ratio, Upper bound for zonotope_kmeans: 0.010 16.09
Ratio, Upper bound for zonotope_kmeans: 0.010 15.43
Ratio, Upper bound for zonotope_kmeans: 0.010 16.07
Ratio, Upper bound for zonotope_kmeans: 0.010 15.43
Ratio, Upper bound for zonotope_kmeans: 0.005 15.80
Ratio, Upper bound for zonotope_kmeans: 0.005 15.24
Ratio, Upper bound for zonotope_kmeans: 0.005 15.80
Ratio, Upper bound for zonotope_kmeans: 0.005 15.24
Ratio, Upper bound for zonotope_kmeans: 0.005 15.80
Ratio, Upper bound for zonotope_kmeans: 0.005 15.24
Ratio, Upper bound for zonotope_kmeans: 0.005 15.80
Ratio, Upper bound for zonotope_kmeans: 0.005 15.24
Ratio, Upper bound for zonotope_kmeans: 0.005 15.80
Ratio, Upper bound for zonotope_kmeans: 0.005 15.24
Executing method zonotope_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Test accuracy: 1.000 99.47
Ratio, Val accuracy: 0.100 99.48
Ratio, Val accuracy: 0.100 99.54
Ratio, Val accuracy: 0.100 99.54
Ratio, Val accuracy: 0.100 99.57
Ratio, Val accuracy: 0.100 99.57
Ratio, Test accuracy: 0.100 99.37
Ratio, Val accuracy: 0.050 99.51
Ratio, Val accuracy: 0.050 99.51
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.54
Ratio, Val accuracy: 0.050 99.54
Ratio, Test accuracy: 0.050 99.37
Ratio, Val accuracy: 0.025 99.54
Ratio, Val accuracy: 0.025 99.54
Ratio, Val accuracy: 0.025 99.54
Ratio, Val accuracy: 0.025 99.54
Ratio, Val accuracy: 0.025 99.54
Ratio, Test accuracy: 0.025 99.42
Ratio, Val accuracy: 0.010 99.48
Ratio, Val accuracy: 0.010 99.48
Ratio, Val accuracy: 0.010 99.51
Ratio, Val accuracy: 0.010 99.51
Ratio, Val accuracy: 0.010 99.51
Ratio, Test accuracy: 0.010 99.32
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Val accuracy: 0.005 99.57
Ratio, Test accuracy: 0.005 99.42
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 1.000 0.00
Ratio, Upper bound for neural_path_kmeans: 0.100 209.74
Ratio, Upper bound for neural_path_kmeans: 0.100 485.98
Ratio, Upper bound for neural_path_kmeans: 0.100 206.41
Ratio, Upper bound for neural_path_kmeans: 0.100 172.00
Ratio, Upper bound for neural_path_kmeans: 0.100 211.05
Ratio, Upper bound for neural_path_kmeans: 0.050 101.86
Ratio, Upper bound for neural_path_kmeans: 0.050 97.86
Ratio, Upper bound for neural_path_kmeans: 0.050 95.32
Ratio, Upper bound for neural_path_kmeans: 0.050 99.70
Ratio, Upper bound for neural_path_kmeans: 0.050 92.56
Ratio, Upper bound for neural_path_kmeans: 0.025 63.30
Ratio, Upper bound for neural_path_kmeans: 0.025 59.57
Ratio, Upper bound for neural_path_kmeans: 0.025 63.73
Ratio, Upper bound for neural_path_kmeans: 0.025 57.74
Ratio, Upper bound for neural_path_kmeans: 0.025 58.54
Ratio, Upper bound for neural_path_kmeans: 0.010 44.42
Ratio, Upper bound for neural_path_kmeans: 0.010 43.19
Ratio, Upper bound for neural_path_kmeans: 0.010 44.73
Ratio, Upper bound for neural_path_kmeans: 0.010 43.59
Ratio, Upper bound for neural_path_kmeans: 0.010 42.98
Ratio, Upper bound for neural_path_kmeans: 0.005 38.72
Ratio, Upper bound for neural_path_kmeans: 0.005 38.71
Ratio, Upper bound for neural_path_kmeans: 0.005 38.73
Ratio, Upper bound for neural_path_kmeans: 0.005 38.06
Ratio, Upper bound for neural_path_kmeans: 0.005 38.22
Executing method neural_path_kmeans on model CNN2D and dataset MNIST-3_5
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Val accuracy: 1.000 99.60
Ratio, Test accuracy: 1.000 99.47
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Val accuracy: 0.100 99.60
Ratio, Test accuracy: 0.100 99.42
Ratio, Val accuracy: 0.050 99.62
Ratio, Val accuracy: 0.050 99.62
Ratio, Val accuracy: 0.050 99.62
Ratio, Val accuracy: 0.050 99.62
Ratio, Val accuracy: 0.050 99.62
Ratio, Test accuracy: 0.050 99.47
Ratio, Val accuracy: 0.025 99.54
Ratio, Val accuracy: 0.025 99.54
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Val accuracy: 0.025 99.62
Ratio, Test accuracy: 0.025 99.47
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Val accuracy: 0.010 99.60
Ratio, Test accuracy: 0.010 99.53
Ratio, Val accuracy: 0.005 99.28
Ratio, Val accuracy: 0.005 99.28
Ratio, Val accuracy: 0.005 99.28
Ratio, Val accuracy: 0.005 99.28
Ratio, Val accuracy: 0.005 99.48
Ratio, Test accuracy: 0.005 99.32
