sub sms_WxH_PDL_conv2d ( $m, $w, $h ) { $m -> conv2d( ones( $w, $h )) -> slice( [floor(($w-1)/2),floor(-($w+1)/2)], [floor(($h-1)/2),floor(-($h+1)/2)] ) } __END__ Time (s) vs. N (NxN submatrix, PDL: Double D [1500,1500] matrix) +-----------------------------------------------------------+ 1 |-+ + + + + + + + + +-| | A | | E | | | | | | | 0.8 |-+ +-| | B | | | | | | | 0.6 |-+ A +-| | E | | | | | | | 0.4 |-+ B +-| | E | | | | A | | E B | 0.2 |-+ +-| | E B | | A D | | D D E D D D D D | | E E C C C C C C | 0 |-+ B C +-| | + + + + + + + + | +-----------------------------------------------------------+ 2 4 6 8 10 12 14 16 sms_WxH_PDL_naive A sms_WxH_pdlpp_4loops B sms_WxH_PDL_lags C sms_WxH_PDL_sliding D sms_WxH_PDL_conv2d E +----+-------+-------+-------+-------+-------+ | N | A | B | C | D | E | +----+-------+-------+-------+-------+-------+ | 2 | 0.061 | 0.009 | 0.030 | 0.083 | 0.020 | | 3 | 0.120 | 0.019 | 0.013 | 0.073 | 0.042 | | 4 | 0.252 | 0.030 | 0.039 | 0.098 | 0.066 | | 6 | 0.566 | 0.078 | 0.028 | 0.078 | 0.141 | | 8 | 0.963 | 0.139 | 0.033 | 0.081 | 0.237 | | 10 | | 0.248 | 0.031 | 0.078 | 0.366 | | 12 | | 0.388 | 0.033 | 0.078 | 0.531 | | 16 | | 0.728 | 0.041 | 0.069 | 0.928 | +----+-------+-------+-------+-------+-------+