__kernel void col2im(__global float *data_col, int offset, int channels, int height, int width, int ksize, int stride, int pad, __global float *data_im) { int height_col = (height - ksize) / stride + 1; int width_col = (width - ksize) / stride + 1; if (pad){ height_col = 1 + (height-1) / stride; width_col = 1 + (width-1) / stride; pad = ksize/2; } int id = get_global_id(0); int index = id; int w = id%width + pad; id /= width; int h = id%height + pad; id /= height; int c = id%channels; int w_start = (w-ksize+stride)/stride; int w_end = w/stride + 1; int h_start = (h-ksize+stride)/stride; int h_end = h/stride + 1; int rows = channels * ksize * ksize; int cols = height_col*width_col; int col_offset = (c*ksize*ksize + h * ksize + w)*height_col*width_col; int h_coeff = (1-stride*ksize*height_col)*width_col; int w_coeff = 1-stride*height_col*width_col; float val = 0; int h_col, w_col; for(h_col = h_start; h_col < h_end; ++h_col){ for(w_col = w_start; w_col < w_end; ++w_col){ int col_index = col_offset +h_col*h_coeff + w_col*w_coeff; float part = (w_col < 0 || h_col < 0 || h_col >= height_col || w_col >= width_col) ? 0 : data_col[col_index]; val += part; } } data_im[index+offset] = val; }