.TH "MPSCNNSoftMax" 3 "Mon Jul 9 2018" "Version MetalPerformanceShaders-119.3" "MetalPerformanceShaders.framework" \" -*- nroff -*-
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.SH NAME
MPSCNNSoftMax
.SH SYNOPSIS
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.PP
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\fC#import <MPSCNNSoftMax\&.h>\fP
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Inherits \fBMPSCNNKernel\fP\&.
.SS "Additional Inherited Members"
.SH "Detailed Description"
.PP 
This depends on Metal\&.framework  The softMax filter is a neural transfer function and is useful for classification tasks\&. The softMax filter is applied across feature channels and in a convolutional manner at all spatial locations\&. The softMax filter can be seen as the combination of an activation function (exponential) and a normalization operator\&. For each feature channel per pixel in an image in a feature map, the softMax filter computes the following: result channel in pixel = exp(pixel(x,y,k))/sum(exp(pixel(x,y,0)) \&.\&.\&. exp(pixel(x,y,N-1)) where N is the number of feature channels 

.SH "Author"
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Generated automatically by Doxygen for MetalPerformanceShaders\&.framework from the source code\&.