.TH "MPSMatrixLogSoftMaxGradient" 3 "Mon Jul 9 2018" "Version MetalPerformanceShaders-119.3" "MetalPerformanceShaders.framework" \" -*- nroff -*-
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.SH NAME
MPSMatrixLogSoftMaxGradient
.SH SYNOPSIS
.br
.PP
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\fC#import <MPSMatrixSoftMax\&.h>\fP
.PP
Inherits \fBMPSMatrixSoftMaxGradient\fP\&.
.SS "Additional Inherited Members"
.SH "Detailed Description"
.PP 
This depends on Metal\&.framework\&.
.PP
Computes the gradient corresponding to a forward \fBMPSMatrixLogSoftMax\fP object\&.
.PP
\fBA\fP \fBMPSMatrixLogSoftMaxGradient\fP object computes: 
.PP
.nf
            dL_dX_ij = dL_dY_ij - exp(Y_ij * sum_k(dL_dY_ik))

        Where dL_dX is the resulting gradient of the loss function with respect to
        the original input to the forward MPSMatrixLogSoftMax operation, Y is
        the output of the forward MPSMatrixLogSoftMax operation, and dL_dY is the
        gradient of the loss function with respect to Y.
.fi
.PP
 

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