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#ifndef TH_GENERIC_FILE
#define TH_GENERIC_FILE "generic/Threshold.c"
#else
void THNN_(Threshold_updateOutput)(
THNNState *state,
THTensor *input,
THTensor *output,
accreal threshold_,
accreal val_,
bool inplace)
{
real threshold = TH_CONVERT_ACCREAL_TO_REAL(threshold_);
real val = TH_CONVERT_ACCREAL_TO_REAL(val_);
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,
accreal threshold_,
accreal val_,
bool inplace)
{
real threshold = TH_CONVERT_ACCREAL_TO_REAL(threshold_);
real val = TH_CONVERT_ACCREAL_TO_REAL(val_);
THNN_CHECK_NELEMENT(input, gradOutput);
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
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