pytorch/torch/lib/THNN/generic/Threshold.c
Adam Paszke 035eb28e18 Add 'torch/lib/THNN/' from commit '4fe7059a315d156ecd080ff7bd5b4fe3d3a9efad'
git-subtree-dir: torch/lib/THNN
git-subtree-mainline: c3f0c1e2e0
git-subtree-split: 4fe7059a31
2016-08-04 10:58:50 -07:00

59 lines
1.2 KiB
C

#ifndef TH_GENERIC_FILE
#define TH_GENERIC_FILE "generic/Threshold.c"
#else
void THNN_(Threshold_updateOutput)(
THNNState *state,
THTensor *input,
THTensor *output,
real threshold,
real val,
bool inplace)
{
if (inplace)
{
TH_TENSOR_APPLY(real, input,
if (*input_data <= threshold)
*input_data = val;
);
THTensor_(set)(output, input);
}
else
{
THTensor_(resizeAs)(output, input);
TH_TENSOR_APPLY2(real, output, real, input,
*output_data = (*input_data > threshold) ? *input_data : val;
);
}
}
void THNN_(Threshold_updateGradInput)(
THNNState *state,
THTensor *input,
THTensor *gradOutput,
THTensor *gradInput,
real threshold,
bool inplace)
{
if (inplace)
{
TH_TENSOR_APPLY2(real, gradOutput, real, input,
if ((*input_data) <= threshold)
*gradOutput_data = 0;
);
THTensor_(set)(gradInput, gradOutput);
}
else
{
THTensor_(resizeAs)(gradInput, input);
TH_TENSOR_APPLY3(real, gradInput, real, gradOutput, real, input,
if ((*input_data) > threshold)
*gradInput_data = *gradOutput_data;
else
*gradInput_data = 0;
);
}
}
#endif