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experiments_summary.txt
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experiments_summary.txt
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EXPERIMENT: experiments/adversarial/mcts/LeNet1-kmn
Coverage Increase: 2.63 ± 0.20
Inital Coverage: 37.79 ± 0.00
Final Coverage: 40.42 ± 0.20
Number of New Inputs: 917.33 ± 73.90
Number of Iterations: 14.33 ± 1.15
Time Passed (Minutes): 126.01 ± 2.06
Cov. Inc. per 1000 Input: 2.87 ± 0.11
Number of Adversarial: 160.00 ± 22.11
Percent of Adversarial: 17.43 ± 1.73
EXPERIMENT: experiments/adversarial/mcts/LeNet1-nbc
Coverage Increase: 41.67 ± 4.77
Inital Coverage: 6.25 ± 0.00
Final Coverage: 47.92 ± 4.77
Number of New Inputs: 1002.67 ± 36.95
Number of Iterations: 192.00 ± 46.57
Time Passed (Minutes): 100.46 ± 20.32
Cov. Inc. per 1000 Input: 41.71 ± 6.35
Number of Adversarial: 59.00 ± 3.00
Percent of Adversarial: 5.89 ± 0.37
EXPERIMENT: experiments/adversarial/mcts/LeNet1-snac
Coverage Increase: 42.36 ± 6.36
Inital Coverage: 6.25 ± 0.00
Final Coverage: 48.61 ± 6.36
Number of New Inputs: 533.33 ± 73.90
Number of Iterations: 287.33 ± 7.57
Time Passed (Minutes): 120.28 ± 0.12
Cov. Inc. per 1000 Input: 79.40 ± 3.63
Number of Adversarial: 32.00 ± 8.54
Percent of Adversarial: 5.94 ± 0.92
EXPERIMENT: experiments/adversarial/mcts/LeNet1-tfc
Coverage Increase: 210.33 ± 12.01
Inital Coverage: 370.00 ± 0.00
Final Coverage: 580.33 ± 12.01
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 12.00 ± 0.38
Cov. Inc. per 1000 Input: 205.40 ± 11.73
Number of Adversarial: 183.67 ± 21.78
Percent of Adversarial: 17.94 ± 2.13
EXPERIMENT: experiments/cifar/deephunter/CIFAR_CNN-kmn
Coverage Increase: 0.98 ± 0.03
Inital Coverage: 25.42 ± 0.00
Final Coverage: 26.39 ± 0.03
Number of New Inputs: 1035.67 ± 13.58
Number of Iterations: 14.00 ± 0.00
Time Passed (Minutes): 15.82 ± 0.16
Cov. Inc. per 1000 Input: 0.94 ± 0.02
EXPERIMENT: experiments/cifar/deephunter/CIFAR_CNN-nbc
Coverage Increase: 2.39 ± 0.64
Inital Coverage: 4.89 ± 0.00
Final Coverage: 7.28 ± 0.64
Number of New Inputs: 1031.67 ± 12.34
Number of Iterations: 30.67 ± 12.66
Time Passed (Minutes): 10.20 ± 1.32
Cov. Inc. per 1000 Input: 2.31 ± 0.59
EXPERIMENT: experiments/cifar/deephunter/CIFAR_CNN-neuron
Coverage Increase: 1.99 ± 0.19
Inital Coverage: 26.02 ± 0.00
Final Coverage: 28.00 ± 0.19
Number of New Inputs: 1047.00 ± 6.24
Number of Iterations: 218.00 ± 61.58
Time Passed (Minutes): 10.29 ± 1.71
Cov. Inc. per 1000 Input: 1.90 ± 0.18
EXPERIMENT: experiments/cifar/deephunter/CIFAR_CNN-snac
Coverage Increase: 4.48 ± 0.90
Inital Coverage: 9.14 ± 0.00
Final Coverage: 13.62 ± 0.90
Number of New Inputs: 1049.00 ± 10.54
Number of Iterations: 57.67 ± 43.59
Time Passed (Minutes): 12.47 ± 4.64
Cov. Inc. per 1000 Input: 4.28 ± 0.89
EXPERIMENT: experiments/cifar/deephunter/CIFAR_CNN-tfc
Coverage Increase: 16.00 ± 2.65
Inital Coverage: 120.00 ± 0.00
Final Coverage: 136.00 ± 2.65
Number of New Inputs: 1042.67 ± 5.51
Number of Iterations: 64.00 ± 8.00
Time Passed (Minutes): 0.83 ± 0.04
Cov. Inc. per 1000 Input: 15.35 ± 2.62
EXPERIMENT: experiments/cifar/mcts/CIFAR_CNN-kmn
Coverage Increase: 1.38 ± 0.09
Inital Coverage: 25.42 ± 0.00
Final Coverage: 26.79 ± 0.09
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 1276.30 ± 4.02
Cov. Inc. per 1000 Input: 1.34 ± 0.09
EXPERIMENT: experiments/cifar/mcts/CIFAR_CNN-nbc
Coverage Increase: 2.39 ± 1.23
Inital Coverage: 4.89 ± 0.00
Final Coverage: 7.28 ± 1.23
Number of New Inputs: 320.00 ± 0.00
Number of Iterations: 9.00 ± 2.65
Time Passed (Minutes): 127.47 ± 6.60
Cov. Inc. per 1000 Input: 7.47 ± 3.85
EXPERIMENT: experiments/cifar/mcts/CIFAR_CNN-neuron
Coverage Increase: 3.51 ± 0.48
Inital Coverage: 26.02 ± 0.00
Final Coverage: 29.53 ± 0.48
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 39.67 ± 9.81
Time Passed (Minutes): 105.68 ± 6.65
Cov. Inc. per 1000 Input: 3.43 ± 0.47
EXPERIMENT: experiments/cifar/mcts/CIFAR_CNN-snac
Coverage Increase: 4.91 ± 2.51
Inital Coverage: 9.14 ± 0.00
Final Coverage: 14.04 ± 2.51
Number of New Inputs: 341.33 ± 36.95
Number of Iterations: 9.33 ± 2.31
Time Passed (Minutes): 131.74 ± 8.63
Cov. Inc. per 1000 Input: 14.56 ± 8.16
EXPERIMENT: experiments/cifar/mcts/CIFAR_CNN-tfc
Coverage Increase: 42.33 ± 4.51
Inital Coverage: 120.00 ± 0.00
Final Coverage: 162.33 ± 4.51
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 27.00 ± 1.73
Time Passed (Minutes): 19.05 ± 0.46
Cov. Inc. per 1000 Input: 41.34 ± 4.40
EXPERIMENT: experiments/cifar/mcts_clustered/CIFAR_CNN-kmn
Coverage Increase: 1.33 ± 0.06
Inital Coverage: 25.42 ± 0.00
Final Coverage: 26.75 ± 0.06
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 1286.78 ± 11.42
Cov. Inc. per 1000 Input: 1.30 ± 0.06
EXPERIMENT: experiments/cifar/mcts_clustered/CIFAR_CNN-nbc
Coverage Increase: 3.83 ± 2.66
Inital Coverage: 4.89 ± 0.00
Final Coverage: 8.71 ± 2.66
Number of New Inputs: 341.33 ± 36.95
Number of Iterations: 13.67 ± 5.03
Time Passed (Minutes): 131.30 ± 9.45
Cov. Inc. per 1000 Input: 11.03 ± 7.60
EXPERIMENT: experiments/cifar/mcts_clustered/CIFAR_CNN-neuron
Coverage Increase: 3.51 ± 0.37
Inital Coverage: 26.02 ± 0.00
Final Coverage: 29.53 ± 0.37
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 34.33 ± 2.52
Time Passed (Minutes): 99.31 ± 3.70
Cov. Inc. per 1000 Input: 3.43 ± 0.36
EXPERIMENT: experiments/cifar/mcts_clustered/CIFAR_CNN-snac
Coverage Increase: 8.80 ± 7.11
Inital Coverage: 9.14 ± 0.00
Final Coverage: 17.94 ± 7.11
Number of New Inputs: 341.33 ± 36.95
Number of Iterations: 15.33 ± 3.21
Time Passed (Minutes): 137.42 ± 2.63
Cov. Inc. per 1000 Input: 25.91 ± 22.28
EXPERIMENT: experiments/cifar/mcts_clustered/CIFAR_CNN-tfc
Coverage Increase: 48.67 ± 7.02
Inital Coverage: 120.00 ± 0.00
Final Coverage: 168.67 ± 7.02
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 24.67 ± 3.79
Time Passed (Minutes): 18.24 ± 2.07
Cov. Inc. per 1000 Input: 47.53 ± 6.86
EXPERIMENT: experiments/cifar/tensorfuzz/CIFAR_CNN-kmn
Coverage Increase: 0.13 ± 0.01
Inital Coverage: 25.42 ± 0.00
Final Coverage: 25.55 ± 0.01
Number of New Inputs: 192.00 ± 0.00
Number of Iterations: 3.00 ± 0.00
Time Passed (Minutes): 127.19 ± 1.24
Cov. Inc. per 1000 Input: 0.68 ± 0.04
EXPERIMENT: experiments/cifar/tensorfuzz/CIFAR_CNN-nbc
Coverage Increase: 1.54 ± 0.19
Inital Coverage: 4.89 ± 0.00
Final Coverage: 6.43 ± 0.19
Number of New Inputs: 21.00 ± 2.65
Number of Iterations: 29.67 ± 0.58
Time Passed (Minutes): 122.68 ± 0.94
Cov. Inc. per 1000 Input: 73.96 ± 10.33
EXPERIMENT: experiments/cifar/tensorfuzz/CIFAR_CNN-neuron
Coverage Increase: 0.93 ± 0.15
Inital Coverage: 26.02 ± 0.00
Final Coverage: 26.95 ± 0.15
Number of New Inputs: 7.33 ± 1.15
Number of Iterations: 174.67 ± 0.58
Time Passed (Minutes): 120.49 ± 0.26
Cov. Inc. per 1000 Input: 126.90 ± 0.00
EXPERIMENT: experiments/cifar/tensorfuzz/CIFAR_CNN-snac
Coverage Increase: 2.92 ± 0.34
Inital Coverage: 9.14 ± 0.00
Final Coverage: 12.06 ± 0.34
Number of New Inputs: 20.67 ± 3.21
Number of Iterations: 29.67 ± 0.58
Time Passed (Minutes): 123.04 ± 1.06
Cov. Inc. per 1000 Input: 141.98 ± 8.66
EXPERIMENT: experiments/cifar/tensorfuzz/CIFAR_CNN-tfc
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 120.00 ± 0.00
Final Coverage: 120.00 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 167.00 ± 1.00
Time Passed (Minutes): 121.25 ± 0.45
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/deephunter/LeNet1-kmn
Coverage Increase: 2.34 ± 0.03
Inital Coverage: 37.79 ± 0.00
Final Coverage: 40.13 ± 0.03
Number of New Inputs: 1051.00 ± 4.00
Number of Iterations: 17.00 ± 0.00
Time Passed (Minutes): 1.79 ± 0.14
Cov. Inc. per 1000 Input: 2.23 ± 0.03
EXPERIMENT: experiments/mnist/deephunter/LeNet1-nbc
Coverage Increase: 35.42 ± 2.76
Inital Coverage: 6.25 ± 0.00
Final Coverage: 41.67 ± 2.76
Number of New Inputs: 847.00 ± 159.74
Number of Iterations: 1310.33 ± 438.53
Time Passed (Minutes): 99.29 ± 55.76
Cov. Inc. per 1000 Input: 42.39 ± 4.70
EXPERIMENT: experiments/mnist/deephunter/LeNet1-neuron
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 41.67 ± 0.00
Final Coverage: 41.67 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 2810.00 ± 99.69
Time Passed (Minutes): 120.03 ± 0.01
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/deephunter/LeNet1-snac
Coverage Increase: 41.67 ± 4.17
Inital Coverage: 6.25 ± 0.00
Final Coverage: 47.92 ± 4.17
Number of New Inputs: 724.67 ± 180.17
Number of Iterations: 2512.00 ± 50.03
Time Passed (Minutes): 120.02 ± 0.02
Cov. Inc. per 1000 Input: 59.39 ± 12.22
EXPERIMENT: experiments/mnist/deephunter/LeNet1-tfc
Coverage Increase: 29.00 ± 3.61
Inital Coverage: 370.00 ± 0.00
Final Coverage: 399.00 ± 3.61
Number of New Inputs: 1029.67 ± 29.48
Number of Iterations: 27.00 ± 3.00
Time Passed (Minutes): 1.28 ± 0.07
Cov. Inc. per 1000 Input: 28.12 ± 2.78
EXPERIMENT: experiments/mnist/deephunter/LeNet4-kmn
Coverage Increase: 1.91 ± 0.04
Inital Coverage: 39.57 ± 0.00
Final Coverage: 41.48 ± 0.04
Number of New Inputs: 1051.00 ± 4.00
Number of Iterations: 17.00 ± 0.00
Time Passed (Minutes): 4.59 ± 0.08
Cov. Inc. per 1000 Input: 1.82 ± 0.04
EXPERIMENT: experiments/mnist/deephunter/LeNet4-nbc
Coverage Increase: 13.15 ± 2.34
Inital Coverage: 9.51 ± 0.00
Final Coverage: 22.65 ± 2.34
Number of New Inputs: 1036.00 ± 12.49
Number of Iterations: 173.67 ± 30.83
Time Passed (Minutes): 9.13 ± 1.55
Cov. Inc. per 1000 Input: 12.67 ± 2.12
EXPERIMENT: experiments/mnist/deephunter/LeNet4-neuron
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 69.01 ± 0.00
Final Coverage: 69.01 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 2790.00 ± 8.72
Time Passed (Minutes): 120.04 ± 0.01
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/deephunter/LeNet4-snac
Coverage Increase: 16.67 ± 0.81
Inital Coverage: 14.08 ± 0.00
Final Coverage: 30.75 ± 0.81
Number of New Inputs: 1033.67 ± 27.50
Number of Iterations: 206.67 ± 48.95
Time Passed (Minutes): 11.14 ± 2.26
Cov. Inc. per 1000 Input: 16.12 ± 0.46
EXPERIMENT: experiments/mnist/deephunter/LeNet4-tfc
Coverage Increase: 20.00 ± 2.00
Inital Coverage: 345.00 ± 0.00
Final Coverage: 365.00 ± 2.00
Number of New Inputs: 1026.67 ± 33.50
Number of Iterations: 50.67 ± 9.02
Time Passed (Minutes): 1.76 ± 0.23
Cov. Inc. per 1000 Input: 19.49 ± 1.99
EXPERIMENT: experiments/mnist/deephunter/LeNet5-kmn
Coverage Increase: 1.77 ± 0.03
Inital Coverage: 36.27 ± 0.00
Final Coverage: 38.04 ± 0.03
Number of New Inputs: 1051.00 ± 4.00
Number of Iterations: 17.00 ± 0.00
Time Passed (Minutes): 7.16 ± 0.06
Cov. Inc. per 1000 Input: 1.68 ± 0.03
EXPERIMENT: experiments/mnist/deephunter/LeNet5-nbc
Coverage Increase: 6.23 ± 0.55
Inital Coverage: 8.78 ± 0.00
Final Coverage: 15.01 ± 0.55
Number of New Inputs: 1021.00 ± 10.54
Number of Iterations: 97.00 ± 17.35
Time Passed (Minutes): 7.61 ± 1.08
Cov. Inc. per 1000 Input: 6.11 ± 0.55
EXPERIMENT: experiments/mnist/deephunter/LeNet5-neuron
Coverage Increase: 0.51 ± 0.58
Inital Coverage: 66.79 ± 0.00
Final Coverage: 67.30 ± 0.58
Number of New Inputs: 86.33 ± 96.81
Number of Iterations: 2847.33 ± 32.32
Time Passed (Minutes): 120.02 ± 0.01
Cov. Inc. per 1000 Input: 3.87 ± 3.36
EXPERIMENT: experiments/mnist/deephunter/LeNet5-snac
Coverage Increase: 8.40 ± 0.66
Inital Coverage: 15.27 ± 0.00
Final Coverage: 23.66 ± 0.66
Number of New Inputs: 1021.67 ± 19.66
Number of Iterations: 149.33 ± 56.52
Time Passed (Minutes): 10.40 ± 3.25
Cov. Inc. per 1000 Input: 8.22 ± 0.62
EXPERIMENT: experiments/mnist/deephunter/LeNet5-tfc
Coverage Increase: 19.00 ± 1.73
Inital Coverage: 320.00 ± 0.00
Final Coverage: 339.00 ± 1.73
Number of New Inputs: 1034.00 ± 17.52
Number of Iterations: 55.33 ± 15.57
Time Passed (Minutes): 1.99 ± 0.88
Cov. Inc. per 1000 Input: 18.36 ± 1.39
EXPERIMENT: experiments/mnist/mcts/LeNet1-kmn
Coverage Increase: 2.91 ± 0.11
Inital Coverage: 37.79 ± 0.00
Final Coverage: 40.69 ± 0.11
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 118.28 ± 2.97
Cov. Inc. per 1000 Input: 2.84 ± 0.11
EXPERIMENT: experiments/mnist/mcts/LeNet1-nbc
Coverage Increase: 41.67 ± 4.77
Inital Coverage: 6.25 ± 0.00
Final Coverage: 47.92 ± 4.77
Number of New Inputs: 1002.67 ± 36.95
Number of Iterations: 189.33 ± 42.50
Time Passed (Minutes): 99.99 ± 20.39
Cov. Inc. per 1000 Input: 41.71 ± 6.35
EXPERIMENT: experiments/mnist/mcts/LeNet1-neuron
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 41.67 ± 0.00
Final Coverage: 41.67 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 442.00 ± 3.61
Time Passed (Minutes): 120.14 ± 0.15
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/mcts/LeNet1-snac
Coverage Increase: 42.36 ± 6.36
Inital Coverage: 6.25 ± 0.00
Final Coverage: 48.61 ± 6.36
Number of New Inputs: 533.33 ± 73.90
Number of Iterations: 280.67 ± 9.07
Time Passed (Minutes): 120.42 ± 0.24
Cov. Inc. per 1000 Input: 79.40 ± 3.63
EXPERIMENT: experiments/mnist/mcts/LeNet1-tfc
Coverage Increase: 204.67 ± 8.50
Inital Coverage: 370.00 ± 0.00
Final Coverage: 574.67 ± 8.50
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 12.13 ± 0.10
Cov. Inc. per 1000 Input: 199.87 ± 8.31
EXPERIMENT: experiments/mnist/mcts/LeNet4-kmn
Coverage Increase: 2.07 ± 0.14
Inital Coverage: 39.57 ± 0.00
Final Coverage: 41.64 ± 0.14
Number of New Inputs: 981.33 ± 73.90
Number of Iterations: 15.33 ± 1.15
Time Passed (Minutes): 366.03 ± 8.02
Cov. Inc. per 1000 Input: 2.11 ± 0.02
EXPERIMENT: experiments/mnist/mcts/LeNet4-nbc
Coverage Increase: 11.50 ± 1.13
Inital Coverage: 9.51 ± 0.00
Final Coverage: 21.01 ± 1.13
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 96.67 ± 11.06
Time Passed (Minutes): 154.57 ± 21.85
Cov. Inc. per 1000 Input: 11.23 ± 1.11
EXPERIMENT: experiments/mnist/mcts/LeNet4-neuron
Coverage Increase: 1.41 ± 0.00
Inital Coverage: 69.01 ± 0.00
Final Coverage: 70.42 ± 0.00
Number of New Inputs: 128.00 ± 0.00
Number of Iterations: 414.33 ± 2.08
Time Passed (Minutes): 120.38 ± 0.02
Cov. Inc. per 1000 Input: 11.00 ± 0.00
EXPERIMENT: experiments/mnist/mcts/LeNet4-snac
Coverage Increase: 16.90 ± 3.07
Inital Coverage: 14.08 ± 0.00
Final Coverage: 30.99 ± 3.07
Number of New Inputs: 789.33 ± 195.52
Number of Iterations: 90.00 ± 24.52
Time Passed (Minutes): 122.78 ± 3.20
Cov. Inc. per 1000 Input: 21.72 ± 2.30
EXPERIMENT: experiments/mnist/mcts/LeNet4-tfc
Coverage Increase: 64.33 ± 6.03
Inital Coverage: 345.00 ± 0.00
Final Coverage: 409.33 ± 6.03
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 17.67 ± 1.53
Time Passed (Minutes): 10.97 ± 0.29
Cov. Inc. per 1000 Input: 62.83 ± 5.89
EXPERIMENT: experiments/mnist/mcts/LeNet5-kmn
Coverage Increase: 1.99 ± 0.01
Inital Coverage: 36.27 ± 0.00
Final Coverage: 38.26 ± 0.01
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 580.18 ± 9.53
Cov. Inc. per 1000 Input: 1.94 ± 0.01
EXPERIMENT: experiments/mnist/mcts/LeNet5-nbc
Coverage Increase: 7.82 ± 1.06
Inital Coverage: 8.78 ± 0.00
Final Coverage: 16.60 ± 1.06
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 34.00 ± 5.29
Time Passed (Minutes): 180.52 ± 8.97
Cov. Inc. per 1000 Input: 7.64 ± 1.04
EXPERIMENT: experiments/mnist/mcts/LeNet5-neuron
Coverage Increase: 2.16 ± 0.44
Inital Coverage: 66.79 ± 0.00
Final Coverage: 68.96 ± 0.44
Number of New Inputs: 362.67 ± 73.90
Number of Iterations: 350.33 ± 8.08
Time Passed (Minutes): 120.38 ± 0.11
Cov. Inc. per 1000 Input: 5.96 ± 0.00
EXPERIMENT: experiments/mnist/mcts/LeNet5-snac
Coverage Increase: 9.03 ± 1.10
Inital Coverage: 15.27 ± 0.00
Final Coverage: 24.30 ± 1.10
Number of New Inputs: 725.33 ± 36.95
Number of Iterations: 30.00 ± 2.65
Time Passed (Minutes): 126.80 ± 2.24
Cov. Inc. per 1000 Input: 12.42 ± 0.86
EXPERIMENT: experiments/mnist/mcts/LeNet5-tfc
Coverage Increase: 76.33 ± 5.69
Inital Coverage: 320.00 ± 0.00
Final Coverage: 396.33 ± 5.69
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 18.00 ± 1.00
Time Passed (Minutes): 11.57 ± 0.05
Cov. Inc. per 1000 Input: 74.54 ± 5.55
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet1-kmn
Coverage Increase: 2.88 ± 0.04
Inital Coverage: 37.79 ± 0.00
Final Coverage: 40.67 ± 0.04
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 123.67 ± 0.18
Cov. Inc. per 1000 Input: 2.81 ± 0.04
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet1-nbc
Coverage Increase: 38.54 ± 0.00
Inital Coverage: 6.25 ± 0.00
Final Coverage: 44.79 ± 0.00
Number of New Inputs: 896.00 ± 128.00
Number of Iterations: 209.00 ± 56.47
Time Passed (Minutes): 108.56 ± 22.60
Cov. Inc. per 1000 Input: 43.61 ± 6.29
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet1-neuron
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 41.67 ± 0.00
Final Coverage: 41.67 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 439.67 ± 0.58
Time Passed (Minutes): 120.25 ± 0.30
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet1-snac
Coverage Increase: 39.58 ± 7.51
Inital Coverage: 6.25 ± 0.00
Final Coverage: 45.83 ± 7.51
Number of New Inputs: 469.33 ± 97.76
Number of Iterations: 285.67 ± 11.68
Time Passed (Minutes): 120.24 ± 0.19
Cov. Inc. per 1000 Input: 84.65 ± 7.29
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet1-tfc
Coverage Increase: 111.00 ± 14.53
Inital Coverage: 370.00 ± 0.00
Final Coverage: 481.00 ± 14.53
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.67 ± 0.58
Time Passed (Minutes): 11.79 ± 0.42
Cov. Inc. per 1000 Input: 108.40 ± 14.19
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet4-kmn
Coverage Increase: 2.02 ± 0.07
Inital Coverage: 39.57 ± 0.00
Final Coverage: 41.59 ± 0.07
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 363.53 ± 9.00
Cov. Inc. per 1000 Input: 1.97 ± 0.07
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet4-nbc
Coverage Increase: 11.50 ± 0.54
Inital Coverage: 9.51 ± 0.00
Final Coverage: 21.01 ± 0.54
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 103.00 ± 15.13
Time Passed (Minutes): 183.03 ± 18.24
Cov. Inc. per 1000 Input: 11.23 ± 0.53
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet4-neuron
Coverage Increase: 1.41 ± 0.00
Inital Coverage: 69.01 ± 0.00
Final Coverage: 70.42 ± 0.00
Number of New Inputs: 128.00 ± 0.00
Number of Iterations: 407.33 ± 1.15
Time Passed (Minutes): 120.23 ± 0.18
Cov. Inc. per 1000 Input: 11.00 ± 0.00
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet4-snac
Coverage Increase: 15.02 ± 2.15
Inital Coverage: 14.08 ± 0.00
Final Coverage: 29.11 ± 2.15
Number of New Inputs: 725.33 ± 97.76
Number of Iterations: 95.33 ± 13.20
Time Passed (Minutes): 120.24 ± 0.37
Cov. Inc. per 1000 Input: 20.71 ± 1.15
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet4-tfc
Coverage Increase: 53.33 ± 8.39
Inital Coverage: 345.00 ± 0.00
Final Coverage: 398.33 ± 8.39
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 21.33 ± 3.06
Time Passed (Minutes): 11.18 ± 0.50
Cov. Inc. per 1000 Input: 52.08 ± 8.19
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet5-kmn
Coverage Increase: 1.92 ± 0.08
Inital Coverage: 36.27 ± 0.00
Final Coverage: 38.19 ± 0.08
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 590.35 ± 4.03
Cov. Inc. per 1000 Input: 1.88 ± 0.08
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet5-nbc
Coverage Increase: 7.89 ± 0.72
Inital Coverage: 8.78 ± 0.00
Final Coverage: 16.67 ± 0.72
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 47.33 ± 13.80
Time Passed (Minutes): 195.91 ± 8.41
Cov. Inc. per 1000 Input: 7.70 ± 0.71
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet5-neuron
Coverage Increase: 2.29 ± 0.38
Inital Coverage: 66.79 ± 0.00
Final Coverage: 69.08 ± 0.38
Number of New Inputs: 362.67 ± 73.90
Number of Iterations: 349.67 ± 10.12
Time Passed (Minutes): 120.16 ± 0.05
Cov. Inc. per 1000 Input: 6.36 ± 0.69
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet5-snac
Coverage Increase: 8.40 ± 1.91
Inital Coverage: 15.27 ± 0.00
Final Coverage: 23.66 ± 1.91
Number of New Inputs: 682.67 ± 36.95
Number of Iterations: 33.67 ± 7.64
Time Passed (Minutes): 125.28 ± 3.85
Cov. Inc. per 1000 Input: 12.23 ± 2.27
EXPERIMENT: experiments/mnist/mcts_clustered/LeNet5-tfc
Coverage Increase: 76.00 ± 8.89
Inital Coverage: 320.00 ± 0.00
Final Coverage: 396.00 ± 8.89
Number of New Inputs: 1024.00 ± 0.00
Number of Iterations: 18.00 ± 2.00
Time Passed (Minutes): 11.56 ± 0.51
Cov. Inc. per 1000 Input: 74.22 ± 8.68
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet1-kmn
Coverage Increase: 1.83 ± 0.23
Inital Coverage: 37.79 ± 0.00
Final Coverage: 39.61 ± 0.23
Number of New Inputs: 1023.33 ± 1.15
Number of Iterations: 16.00 ± 0.00
Time Passed (Minutes): 56.93 ± 1.54
Cov. Inc. per 1000 Input: 1.79 ± 0.22
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet1-nbc
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 6.25 ± 0.00
Final Coverage: 6.25 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 156.67 ± 0.58
Time Passed (Minutes): 120.81 ± 0.53
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet1-neuron
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 41.67 ± 0.00
Final Coverage: 41.67 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 188.00 ± 2.00
Time Passed (Minutes): 121.22 ± 0.95
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet1-snac
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 6.25 ± 0.00
Final Coverage: 6.25 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 156.00 ± 2.00
Time Passed (Minutes): 120.89 ± 0.51
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet1-tfc
Coverage Increase: 0.33 ± 0.58
Inital Coverage: 370.00 ± 0.00
Final Coverage: 370.33 ± 0.58
Number of New Inputs: 0.33 ± 0.58
Number of Iterations: 184.67 ± 0.58
Time Passed (Minutes): 121.15 ± 0.68
Cov. Inc. per 1000 Input: 333.33 ± 577.35
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet4-kmn
Coverage Increase: 1.26 ± 0.05
Inital Coverage: 39.57 ± 0.00
Final Coverage: 40.83 ± 0.05
Number of New Inputs: 768.00 ± 0.00
Number of Iterations: 12.00 ± 0.00
Time Passed (Minutes): 130.36 ± 0.65
Cov. Inc. per 1000 Input: 1.65 ± 0.07
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet4-nbc
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 9.51 ± 0.00
Final Coverage: 9.51 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 97.67 ± 2.08
Time Passed (Minutes): 120.76 ± 0.32
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet4-neuron
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 69.01 ± 0.00
Final Coverage: 69.01 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 186.00 ± 1.00
Time Passed (Minutes): 120.91 ± 0.57
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet4-snac
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 14.08 ± 0.00
Final Coverage: 14.08 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 97.00 ± 0.00
Time Passed (Minutes): 121.25 ± 0.26
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet4-tfc
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 345.00 ± 0.00
Final Coverage: 345.00 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 182.00 ± 0.00
Time Passed (Minutes): 120.89 ± 0.16
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet5-kmn
Coverage Increase: 0.75 ± 0.06
Inital Coverage: 36.27 ± 0.00
Final Coverage: 37.02 ± 0.06
Number of New Inputs: 448.00 ± 0.00
Number of Iterations: 7.00 ± 0.00
Time Passed (Minutes): 126.63 ± 0.66
Cov. Inc. per 1000 Input: 1.67 ± 0.14
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet5-nbc
Coverage Increase: 0.13 ± 0.22
Inital Coverage: 8.78 ± 0.00
Final Coverage: 8.91 ± 0.22
Number of New Inputs: 0.67 ± 1.15
Number of Iterations: 62.33 ± 0.58
Time Passed (Minutes): 121.48 ± 0.50
Cov. Inc. per 1000 Input: 63.61 ± 110.18
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet5-neuron
Coverage Increase: 0.13 ± 0.22
Inital Coverage: 66.79 ± 0.00
Final Coverage: 66.92 ± 0.22
Number of New Inputs: 0.33 ± 0.58
Number of Iterations: 179.00 ± 0.00
Time Passed (Minutes): 121.91 ± 0.13
Cov. Inc. per 1000 Input: 127.23 ± 220.36
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet5-snac
Coverage Increase: 0.00 ± 0.00
Inital Coverage: 15.27 ± 0.00
Final Coverage: 15.27 ± 0.00
Number of New Inputs: 0.00 ± 0.00
Number of Iterations: 61.33 ± 0.58
Time Passed (Minutes): 120.80 ± 0.65
Cov. Inc. per 1000 Input: 0.00 ± 0.00
EXPERIMENT: experiments/mnist/tensorfuzz/LeNet5-tfc
Coverage Increase: 1.33 ± 0.58
Inital Coverage: 320.00 ± 0.00
Final Coverage: 321.33 ± 0.58
Number of New Inputs: 1.33 ± 0.58
Number of Iterations: 180.00 ± 0.00
Time Passed (Minutes): 120.26 ± 0.15
Cov. Inc. per 1000 Input: 1000.00 ± 0.00