Table 5.
Parameter | Rage of Test Parameters | Range of Optimal Parameters |
---|---|---|
Convolution layer depth () | {1, 2, 3} | = {3} |
Kernel size () | {5, 9, 13, 17, 21, 25, 29, 33, 37, 41} | = {21, 25, 29} |
Kernel Count () | {32, 64, 128, 256, 512} | = {64, 128, 256} |
Dense Layer Neuron Count () | {256, 512, 1024, 2048} | = {1024, 2048} |