#ifndef TH_GENERIC_FILE #define TH_GENERIC_FILE "generic/AbsCriterion.c" #else void THNN_(AbsCriterion_updateOutput)( THNNState *state, THTensor *input, THTensor *target, THTensor *output, bool sizeAverage) { real sum = 0; THNN_CHECK_NELEMENT(input, target); TH_TENSOR_APPLY2(real, input, real, target, sum += fabs(*input_data - *target_data); ); if (sizeAverage) sum /= THTensor_(nElement)(input); THTensor_(set1d)(output, 0, sum); } void THNN_(AbsCriterion_updateGradInput)( THNNState *state, THTensor *input, THTensor *target, THTensor *gradInput, bool sizeAverage) { THNN_CHECK_NELEMENT(input, target); real norm = (sizeAverage ? 1./((real)THTensor_(nElement)(input)) : 1.); THTensor_(resizeAs)(gradInput, input); TH_TENSOR_APPLY3(real, gradInput, real, input, real, target, *gradInput_data = (*input_data - *target_data) >= 0 ? norm : -norm; ); } #endif