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(1)
Set the Convolutional Layer Depth parameter ( ).
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(2)
Set the Kernel Size ( ).
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(3)
Set the Kernel Count ( ).
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(4)
Set the Dense Layer Neuron Count ( ).
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(5)
Define the Convolution Layer parameter combination (, ).
: combination for all cases in set of elements.
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(6)
Define the Dense Layer parameter ( , ).
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(7)
Define the by the combination ( ) of the parameters (1), (5) and (6) in Convolutional Layer depth .
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(8)
The recognition rate for each parameter combination and the average recognition rate at Convolutional Layer Depth n are calculated as follows.
Begin Loop:
for ( n = 1; n < = T; n++)
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①
Configures z parameter combinations (Combination of Parameters) for all cases on depth n.
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②
Configures the by calculating the recognition rate of each
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③
Compute average recognition rate and store the result value and depth value n to .
End Loop:
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(9)
Find the maximum of T Results and set the depth value n to the D opt.
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