From d74dc39b0faeebb7aeb97e4099dcb50a1fcc7533 Mon Sep 17 00:00:00 2001 From: Arjan van de Ven Date: Sat, 6 Oct 2018 13:47:20 +0000 Subject: [PATCH] Add optimized *copy versions for skylakex Add optimized n/t copy versions for skylakex; in the patch the tcopy is also rewritten using intrinsics; the ncopy file will be worked on in a future commit --- kernel/x86_64/KERNEL.SKYLAKEX | 8 +- kernel/x86_64/dgemm_ncopy_8_skylakex.c | 422 +++++++++++++++++++++++++++++++++ kernel/x86_64/dgemm_tcopy_8_skylakex.c | 417 ++++++++++++++++++++++++++++++++ 3 files changed, 843 insertions(+), 4 deletions(-) create mode 100644 kernel/x86_64/dgemm_ncopy_8_skylakex.c create mode 100644 kernel/x86_64/dgemm_tcopy_8_skylakex.c diff --git a/kernel/x86_64/KERNEL.SKYLAKEX b/kernel/x86_64/KERNEL.SKYLAKEX index ba14951..e34cda7 100644 --- a/kernel/x86_64/KERNEL.SKYLAKEX +++ b/kernel/x86_64/KERNEL.SKYLAKEX @@ -4,10 +4,10 @@ SGEMMKERNEL = sgemm_kernel_16x4_skylakex.S DGEMMKERNEL = dgemm_kernel_4x8_skylakex.c -DGEMMINCOPY = ../generic/gemm_ncopy_8.c -DGEMMITCOPY = ../generic/gemm_tcopy_8.c -DGEMMONCOPY = ../generic/gemm_ncopy_8.c -DGEMMOTCOPY = ../generic/gemm_tcopy_8.c +DGEMMINCOPY = dgemm_ncopy_8_skylakex.c +DGEMMITCOPY = dgemm_tcopy_8_skylakex.c +DGEMMONCOPY = dgemm_ncopy_8_skylakex.c +DGEMMOTCOPY = dgemm_tcopy_8_skylakex.c SGEMM_BETA = ../generic/gemm_beta.c DGEMM_BETA = ../generic/gemm_beta.c diff --git a/kernel/x86_64/dgemm_ncopy_8_skylakex.c b/kernel/x86_64/dgemm_ncopy_8_skylakex.c new file mode 100644 index 0000000..3bc55b8 --- /dev/null +++ b/kernel/x86_64/dgemm_ncopy_8_skylakex.c @@ -0,0 +1,422 @@ +/*********************************************************************/ +/* Copyright 2009, 2010 The University of Texas at Austin. */ +/* All rights reserved. */ +/* */ +/* Redistribution and use in source and binary forms, with or */ +/* without modification, are permitted provided that the following */ +/* conditions are met: */ +/* */ +/* 1. Redistributions of source code must retain the above */ +/* copyright notice, this list of conditions and the following */ +/* disclaimer. */ +/* */ +/* 2. Redistributions in binary form must reproduce the above */ +/* copyright notice, this list of conditions and the following */ +/* disclaimer in the documentation and/or other materials */ +/* provided with the distribution. */ +/* */ +/* THIS SOFTWARE IS PROVIDED BY THE UNIVERSITY OF TEXAS AT */ +/* AUSTIN ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, */ +/* INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF */ +/* MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE */ +/* DISCLAIMED. IN NO EVENT SHALL THE UNIVERSITY OF TEXAS AT */ +/* AUSTIN OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, */ +/* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES */ +/* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE */ +/* GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR */ +/* BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF */ +/* LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT */ +/* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT */ +/* OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE */ +/* POSSIBILITY OF SUCH DAMAGE. */ +/* */ +/* The views and conclusions contained in the software and */ +/* documentation are those of the authors and should not be */ +/* interpreted as representing official policies, either expressed */ +/* or implied, of The University of Texas at Austin. */ +/*********************************************************************/ + +#include +#include "common.h" + +int CNAME(BLASLONG m, BLASLONG n, FLOAT * __restrict a, BLASLONG lda, FLOAT * __restrict b){ + BLASLONG i, j; + + FLOAT *aoffset; + FLOAT *aoffset1, *aoffset2, *aoffset3, *aoffset4; + FLOAT *aoffset5, *aoffset6, *aoffset7, *aoffset8; + + FLOAT *boffset; + FLOAT ctemp01, ctemp02, ctemp03, ctemp04; + FLOAT ctemp05, ctemp06, ctemp07, ctemp08; + FLOAT ctemp09, ctemp10, ctemp11, ctemp12; + FLOAT ctemp13, ctemp14, ctemp15, ctemp16; + FLOAT ctemp17, ctemp18, ctemp19, ctemp20; + FLOAT ctemp21, ctemp22, ctemp23, ctemp24; + FLOAT ctemp25, ctemp26, ctemp27, ctemp28; + FLOAT ctemp29, ctemp30, ctemp31, ctemp32; + FLOAT ctemp33, ctemp34, ctemp35, ctemp36; + FLOAT ctemp37, ctemp38, ctemp39, ctemp40; + FLOAT ctemp41, ctemp42, ctemp43, ctemp44; + FLOAT ctemp45, ctemp46, ctemp47, ctemp48; + FLOAT ctemp49, ctemp50, ctemp51, ctemp52; + FLOAT ctemp53, ctemp54, ctemp55, ctemp56; + FLOAT ctemp57, ctemp58, ctemp59, ctemp60; + FLOAT ctemp61, ctemp62, ctemp63, ctemp64; + + + aoffset = a; + boffset = b; + + j = (n >> 3); + if (j > 0){ + do{ + aoffset1 = aoffset; + aoffset2 = aoffset1 + lda; + aoffset3 = aoffset2 + lda; + aoffset4 = aoffset3 + lda; + aoffset5 = aoffset4 + lda; + aoffset6 = aoffset5 + lda; + aoffset7 = aoffset6 + lda; + aoffset8 = aoffset7 + lda; + aoffset += 8 * lda; + + i = (m >> 3); + if (i > 0){ + do{ + ctemp01 = *(aoffset1 + 0); + ctemp02 = *(aoffset1 + 1); + ctemp03 = *(aoffset1 + 2); + ctemp04 = *(aoffset1 + 3); + ctemp05 = *(aoffset1 + 4); + ctemp06 = *(aoffset1 + 5); + ctemp07 = *(aoffset1 + 6); + ctemp08 = *(aoffset1 + 7); + + ctemp09 = *(aoffset2 + 0); + ctemp10 = *(aoffset2 + 1); + ctemp11 = *(aoffset2 + 2); + ctemp12 = *(aoffset2 + 3); + ctemp13 = *(aoffset2 + 4); + ctemp14 = *(aoffset2 + 5); + ctemp15 = *(aoffset2 + 6); + ctemp16 = *(aoffset2 + 7); + + ctemp17 = *(aoffset3 + 0); + ctemp18 = *(aoffset3 + 1); + ctemp19 = *(aoffset3 + 2); + ctemp20 = *(aoffset3 + 3); + ctemp21 = *(aoffset3 + 4); + ctemp22 = *(aoffset3 + 5); + ctemp23 = *(aoffset3 + 6); + ctemp24 = *(aoffset3 + 7); + + ctemp25 = *(aoffset4 + 0); + ctemp26 = *(aoffset4 + 1); + ctemp27 = *(aoffset4 + 2); + ctemp28 = *(aoffset4 + 3); + ctemp29 = *(aoffset4 + 4); + ctemp30 = *(aoffset4 + 5); + ctemp31 = *(aoffset4 + 6); + ctemp32 = *(aoffset4 + 7); + + ctemp33 = *(aoffset5 + 0); + ctemp34 = *(aoffset5 + 1); + ctemp35 = *(aoffset5 + 2); + ctemp36 = *(aoffset5 + 3); + ctemp37 = *(aoffset5 + 4); + ctemp38 = *(aoffset5 + 5); + ctemp39 = *(aoffset5 + 6); + ctemp40 = *(aoffset5 + 7); + + ctemp41 = *(aoffset6 + 0); + ctemp42 = *(aoffset6 + 1); + ctemp43 = *(aoffset6 + 2); + ctemp44 = *(aoffset6 + 3); + ctemp45 = *(aoffset6 + 4); + ctemp46 = *(aoffset6 + 5); + ctemp47 = *(aoffset6 + 6); + ctemp48 = *(aoffset6 + 7); + + ctemp49 = *(aoffset7 + 0); + ctemp50 = *(aoffset7 + 1); + ctemp51 = *(aoffset7 + 2); + ctemp52 = *(aoffset7 + 3); + ctemp53 = *(aoffset7 + 4); + ctemp54 = *(aoffset7 + 5); + ctemp55 = *(aoffset7 + 6); + ctemp56 = *(aoffset7 + 7); + + ctemp57 = *(aoffset8 + 0); + ctemp58 = *(aoffset8 + 1); + ctemp59 = *(aoffset8 + 2); + ctemp60 = *(aoffset8 + 3); + ctemp61 = *(aoffset8 + 4); + ctemp62 = *(aoffset8 + 5); + ctemp63 = *(aoffset8 + 6); + ctemp64 = *(aoffset8 + 7); + + *(boffset + 0) = ctemp01; + *(boffset + 1) = ctemp09; + *(boffset + 2) = ctemp17; + *(boffset + 3) = ctemp25; + *(boffset + 4) = ctemp33; + *(boffset + 5) = ctemp41; + *(boffset + 6) = ctemp49; + *(boffset + 7) = ctemp57; + + *(boffset + 8) = ctemp02; + *(boffset + 9) = ctemp10; + *(boffset + 10) = ctemp18; + *(boffset + 11) = ctemp26; + *(boffset + 12) = ctemp34; + *(boffset + 13) = ctemp42; + *(boffset + 14) = ctemp50; + *(boffset + 15) = ctemp58; + + *(boffset + 16) = ctemp03; + *(boffset + 17) = ctemp11; + *(boffset + 18) = ctemp19; + *(boffset + 19) = ctemp27; + *(boffset + 20) = ctemp35; + *(boffset + 21) = ctemp43; + *(boffset + 22) = ctemp51; + *(boffset + 23) = ctemp59; + + *(boffset + 24) = ctemp04; + *(boffset + 25) = ctemp12; + *(boffset + 26) = ctemp20; + *(boffset + 27) = ctemp28; + *(boffset + 28) = ctemp36; + *(boffset + 29) = ctemp44; + *(boffset + 30) = ctemp52; + *(boffset + 31) = ctemp60; + + *(boffset + 32) = ctemp05; + *(boffset + 33) = ctemp13; + *(boffset + 34) = ctemp21; + *(boffset + 35) = ctemp29; + *(boffset + 36) = ctemp37; + *(boffset + 37) = ctemp45; + *(boffset + 38) = ctemp53; + *(boffset + 39) = ctemp61; + + *(boffset + 40) = ctemp06; + *(boffset + 41) = ctemp14; + *(boffset + 42) = ctemp22; + *(boffset + 43) = ctemp30; + *(boffset + 44) = ctemp38; + *(boffset + 45) = ctemp46; + *(boffset + 46) = ctemp54; + *(boffset + 47) = ctemp62; + + *(boffset + 48) = ctemp07; + *(boffset + 49) = ctemp15; + *(boffset + 50) = ctemp23; + *(boffset + 51) = ctemp31; + *(boffset + 52) = ctemp39; + *(boffset + 53) = ctemp47; + *(boffset + 54) = ctemp55; + *(boffset + 55) = ctemp63; + + *(boffset + 56) = ctemp08; + *(boffset + 57) = ctemp16; + *(boffset + 58) = ctemp24; + *(boffset + 59) = ctemp32; + *(boffset + 60) = ctemp40; + *(boffset + 61) = ctemp48; + *(boffset + 62) = ctemp56; + *(boffset + 63) = ctemp64; + + aoffset1 += 8; + aoffset2 += 8; + aoffset3 += 8; + aoffset4 += 8; + aoffset5 += 8; + aoffset6 += 8; + aoffset7 += 8; + aoffset8 += 8; + boffset += 64; + i --; + }while(i > 0); + } + + i = (m & 7); + if (i > 0){ + do{ + ctemp01 = *(aoffset1 + 0); + ctemp09 = *(aoffset2 + 0); + ctemp17 = *(aoffset3 + 0); + ctemp25 = *(aoffset4 + 0); + ctemp33 = *(aoffset5 + 0); + ctemp41 = *(aoffset6 + 0); + ctemp49 = *(aoffset7 + 0); + ctemp57 = *(aoffset8 + 0); + + *(boffset + 0) = ctemp01; + *(boffset + 1) = ctemp09; + *(boffset + 2) = ctemp17; + *(boffset + 3) = ctemp25; + *(boffset + 4) = ctemp33; + *(boffset + 5) = ctemp41; + *(boffset + 6) = ctemp49; + *(boffset + 7) = ctemp57; + + aoffset1 ++; + aoffset2 ++; + aoffset3 ++; + aoffset4 ++; + aoffset5 ++; + aoffset6 ++; + aoffset7 ++; + aoffset8 ++; + + boffset += 8; + i --; + }while(i > 0); + } + j--; + }while(j > 0); + } /* end of if(j > 0) */ + + if (n & 4){ + aoffset1 = aoffset; + aoffset2 = aoffset1 + lda; + aoffset3 = aoffset2 + lda; + aoffset4 = aoffset3 + lda; + aoffset += 4 * lda; + + i = (m >> 2); + if (i > 0){ + do{ + ctemp01 = *(aoffset1 + 0); + ctemp02 = *(aoffset1 + 1); + ctemp03 = *(aoffset1 + 2); + ctemp04 = *(aoffset1 + 3); + + ctemp05 = *(aoffset2 + 0); + ctemp06 = *(aoffset2 + 1); + ctemp07 = *(aoffset2 + 2); + ctemp08 = *(aoffset2 + 3); + + ctemp09 = *(aoffset3 + 0); + ctemp10 = *(aoffset3 + 1); + ctemp11 = *(aoffset3 + 2); + ctemp12 = *(aoffset3 + 3); + + ctemp13 = *(aoffset4 + 0); + ctemp14 = *(aoffset4 + 1); + ctemp15 = *(aoffset4 + 2); + ctemp16 = *(aoffset4 + 3); + + *(boffset + 0) = ctemp01; + *(boffset + 1) = ctemp05; + *(boffset + 2) = ctemp09; + *(boffset + 3) = ctemp13; + + *(boffset + 4) = ctemp02; + *(boffset + 5) = ctemp06; + *(boffset + 6) = ctemp10; + *(boffset + 7) = ctemp14; + + *(boffset + 8) = ctemp03; + *(boffset + 9) = ctemp07; + *(boffset + 10) = ctemp11; + *(boffset + 11) = ctemp15; + + *(boffset + 12) = ctemp04; + *(boffset + 13) = ctemp08; + *(boffset + 14) = ctemp12; + *(boffset + 15) = ctemp16; + + aoffset1 += 4; + aoffset2 += 4; + aoffset3 += 4; + aoffset4 += 4; + boffset += 16; + i --; + }while(i > 0); + } + + i = (m & 3); + if (i > 0){ + do{ + ctemp01 = *(aoffset1 + 0); + ctemp02 = *(aoffset2 + 0); + ctemp03 = *(aoffset3 + 0); + ctemp04 = *(aoffset4 + 0); + + *(boffset + 0) = ctemp01; + *(boffset + 1) = ctemp02; + *(boffset + 2) = ctemp03; + *(boffset + 3) = ctemp04; + + aoffset1 ++; + aoffset2 ++; + aoffset3 ++; + aoffset4 ++; + + boffset += 4; + i --; + }while(i > 0); + } + } /* end of if(j > 0) */ + + if (n & 2){ + aoffset1 = aoffset; + aoffset2 = aoffset1 + lda; + aoffset += 2 * lda; + + i = (m >> 1); + if (i > 0){ + do{ + ctemp01 = *(aoffset1 + 0); + ctemp02 = *(aoffset1 + 1); + ctemp03 = *(aoffset2 + 0); + ctemp04 = *(aoffset2 + 1); + + *(boffset + 0) = ctemp01; + *(boffset + 1) = ctemp03; + *(boffset + 2) = ctemp02; + *(boffset + 3) = ctemp04; + + aoffset1 += 2; + aoffset2 += 2; + boffset += 4; + i --; + }while(i > 0); + } + + if (m & 1){ + ctemp01 = *(aoffset1 + 0); + ctemp02 = *(aoffset2 + 0); + + *(boffset + 0) = ctemp01; + *(boffset + 1) = ctemp02; + + aoffset1 ++; + aoffset2 ++; + boffset += 2; + } + } /* end of if(j > 0) */ + + if (n & 1){ + aoffset1 = aoffset; + + i = m; + if (i > 0){ + do{ + ctemp01 = *(aoffset1 + 0); + + *(boffset + 0) = ctemp01; + + aoffset1 ++; + boffset ++; + i --; + }while(i > 0); + } + + } /* end of if(j > 0) */ + + return 0; +} diff --git a/kernel/x86_64/dgemm_tcopy_8_skylakex.c b/kernel/x86_64/dgemm_tcopy_8_skylakex.c new file mode 100644 index 0000000..472ad63 --- /dev/null +++ b/kernel/x86_64/dgemm_tcopy_8_skylakex.c @@ -0,0 +1,417 @@ +/*********************************************************************/ +/* Copyright 2009, 2010 The University of Texas at Austin. */ +/* All rights reserved. */ +/* */ +/* Redistribution and use in source and binary forms, with or */ +/* without modification, are permitted provided that the following */ +/* conditions are met: */ +/* */ +/* 1. Redistributions of source code must retain the above */ +/* copyright notice, this list of conditions and the following */ +/* disclaimer. */ +/* */ +/* 2. Redistributions in binary form must reproduce the above */ +/* copyright notice, this list of conditions and the following */ +/* disclaimer in the documentation and/or other materials */ +/* provided with the distribution. */ +/* */ +/* THIS SOFTWARE IS PROVIDED BY THE UNIVERSITY OF TEXAS AT */ +/* AUSTIN ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, */ +/* INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF */ +/* MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE */ +/* DISCLAIMED. IN NO EVENT SHALL THE UNIVERSITY OF TEXAS AT */ +/* AUSTIN OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, */ +/* INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES */ +/* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE */ +/* GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR */ +/* BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF */ +/* LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT */ +/* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT */ +/* OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE */ +/* POSSIBILITY OF SUCH DAMAGE. */ +/* */ +/* The views and conclusions contained in the software and */ +/* documentation are those of the authors and should not be */ +/* interpreted as representing official policies, either expressed */ +/* or implied, of The University of Texas at Austin. */ +/*********************************************************************/ + +#include +#include "common.h" +#include + +int CNAME(BLASLONG m, BLASLONG n, FLOAT * __restrict a, BLASLONG lda, FLOAT * __restrict b){ + + BLASLONG i, j; + + FLOAT *aoffset; + FLOAT *aoffset1, *aoffset2, *aoffset3, *aoffset4; + FLOAT *aoffset5, *aoffset6, *aoffset7, *aoffset8; + + FLOAT *boffset, *boffset1, *boffset2, *boffset3, *boffset4; + + FLOAT ctemp01, ctemp02, ctemp03, ctemp04; + FLOAT ctemp05, ctemp06, ctemp07, ctemp08; + + aoffset = a; + boffset = b; + +#if 0 + fprintf(stderr, "M = %d N = %d\n", m, n); +#endif + + boffset2 = b + m * (n & ~7); + boffset3 = b + m * (n & ~3); + boffset4 = b + m * (n & ~1); + + j = (m >> 3); + if (j > 0){ + do{ + aoffset1 = aoffset; + aoffset2 = aoffset1 + lda; + aoffset3 = aoffset2 + lda; + aoffset4 = aoffset3 + lda; + aoffset5 = aoffset4 + lda; + aoffset6 = aoffset5 + lda; + aoffset7 = aoffset6 + lda; + aoffset8 = aoffset7 + lda; + aoffset += 8 * lda; + + boffset1 = boffset; + boffset += 64; + + i = (n >> 3); + if (i > 0){ + do{ + __m512d row1, row2, row3, row4, row5, row6, row7, row8; + row1 = _mm512_loadu_pd(aoffset1); + aoffset1 += 8; + row2 = _mm512_loadu_pd(aoffset2); + aoffset2 += 8; + row3 = _mm512_loadu_pd(aoffset3); + aoffset3 += 8; + row4 = _mm512_loadu_pd(aoffset4); + aoffset4 += 8; + row5 = _mm512_loadu_pd(aoffset5); + aoffset5 += 8; + row6 = _mm512_loadu_pd(aoffset6); + aoffset6 += 8; + row7 = _mm512_loadu_pd(aoffset7); + aoffset7 += 8; + row8 = _mm512_loadu_pd(aoffset8); + aoffset8 += 8; + + _mm512_storeu_pd(boffset1 + 0, row1); + _mm512_storeu_pd(boffset1 + 8, row2); + _mm512_storeu_pd(boffset1 + 16, row3); + _mm512_storeu_pd(boffset1 + 24, row4); + _mm512_storeu_pd(boffset1 + 32, row5); + _mm512_storeu_pd(boffset1 + 40, row6); + _mm512_storeu_pd(boffset1 + 48, row7); + _mm512_storeu_pd(boffset1 + 56, row8); + boffset1 += m * 8; + i --; + }while(i > 0); + } + + if (n & 4){ + __m256d row1, row2, row3, row4, row5, row6, row7, row8; + row1 = _mm256_loadu_pd(aoffset1); + aoffset1 += 4; + row2 = _mm256_loadu_pd(aoffset2); + aoffset2 += 4; + row3 = _mm256_loadu_pd(aoffset3); + aoffset3 += 4; + row4 = _mm256_loadu_pd(aoffset4); + aoffset4 += 4; + row5 = _mm256_loadu_pd(aoffset5); + aoffset5 += 4; + row6 = _mm256_loadu_pd(aoffset6); + aoffset6 += 4; + row7 = _mm256_loadu_pd(aoffset7); + aoffset7 += 4; + row8 = _mm256_loadu_pd(aoffset8); + aoffset8 += 4; + + _mm256_storeu_pd(boffset2 + 0, row1); + _mm256_storeu_pd(boffset2 + 4, row2); + _mm256_storeu_pd(boffset2 + 8, row3); + _mm256_storeu_pd(boffset2 + 12, row4); + _mm256_storeu_pd(boffset2 + 16, row5); + _mm256_storeu_pd(boffset2 + 20, row6); + _mm256_storeu_pd(boffset2 + 24, row7); + _mm256_storeu_pd(boffset2 + 28, row8); + boffset2 += 32; + } + + if (n & 2){ + __m128d row1, row2, row3, row4, row5, row6, row7, row8; + row1 = _mm_loadu_pd(aoffset1); + aoffset1 += 2; + + row2 = _mm_loadu_pd(aoffset2); + aoffset2 += 2; + + row3 = _mm_loadu_pd(aoffset3); + aoffset3 += 2; + + row4 = _mm_loadu_pd(aoffset4); + aoffset4 += 2; + + row5 = _mm_loadu_pd(aoffset5); + aoffset5 += 2; + + row6 = _mm_loadu_pd(aoffset6); + aoffset6 += 2; + + row7 = _mm_loadu_pd(aoffset7); + aoffset7 += 2; + + row8 = _mm_loadu_pd(aoffset8); + aoffset8 += 2; + + _mm_storeu_pd(boffset3 + 0, row1); + _mm_storeu_pd(boffset3 + 2, row2); + _mm_storeu_pd(boffset3 + 4, row3); + _mm_storeu_pd(boffset3 + 6, row4); + _mm_storeu_pd(boffset3 + 8, row5); + _mm_storeu_pd(boffset3 + 10, row6); + _mm_storeu_pd(boffset3 + 12, row7); + _mm_storeu_pd(boffset3 + 14, row8); + boffset3 += 16; + } + + if (n & 1){ + ctemp01 = *(aoffset1 + 0); + aoffset1 ++; + ctemp02 = *(aoffset2 + 0); + aoffset2 ++; + ctemp03 = *(aoffset3 + 0); + aoffset3 ++; + ctemp04 = *(aoffset4 + 0); + aoffset4 ++; + ctemp05 = *(aoffset5 + 0); + aoffset5 ++; + ctemp06 = *(aoffset6 + 0); + aoffset6 ++; + ctemp07 = *(aoffset7 + 0); + aoffset7 ++; + ctemp08 = *(aoffset8 + 0); + aoffset8 ++; + + *(boffset4 + 0) = ctemp01; + *(boffset4 + 1) = ctemp02; + *(boffset4 + 2) = ctemp03; + *(boffset4 + 3) = ctemp04; + *(boffset4 + 4) = ctemp05; + *(boffset4 + 5) = ctemp06; + *(boffset4 + 6) = ctemp07; + *(boffset4 + 7) = ctemp08; + boffset4 += 8; + } + + j--; + }while(j > 0); + } + + if (m & 4){ + + aoffset1 = aoffset; + aoffset2 = aoffset1 + lda; + aoffset3 = aoffset2 + lda; + aoffset4 = aoffset3 + lda; + aoffset += 4 * lda; + + boffset1 = boffset; + boffset += 32; + + i = (n >> 3); + if (i > 0){ + + do{ + __m512d row1, row2, row3, row4; + row1 = _mm512_loadu_pd(aoffset1); + aoffset1 += 8; + row2 = _mm512_loadu_pd(aoffset2); + aoffset2 += 8; + row3 = _mm512_loadu_pd(aoffset3); + aoffset3 += 8; + row4 = _mm512_loadu_pd(aoffset4); + aoffset4 += 8; + + _mm512_storeu_pd(boffset1 + 0, row1); + _mm512_storeu_pd(boffset1 + 8, row2); + _mm512_storeu_pd(boffset1 + 16, row3); + _mm512_storeu_pd(boffset1 + 24, row4); + + boffset1 += 8 * m; + i --; + }while(i > 0); + } + + if (n & 4) { + __m256d row1, row2, row3, row4; + row1 = _mm256_loadu_pd(aoffset1); + aoffset1 += 4; + row2 = _mm256_loadu_pd(aoffset2); + aoffset2 += 4; + row3 = _mm256_loadu_pd(aoffset3); + aoffset3 += 4; + row4 = _mm256_loadu_pd(aoffset4); + aoffset4 += 4; + _mm256_storeu_pd(boffset2 + 0, row1); + _mm256_storeu_pd(boffset2 + 4, row2); + _mm256_storeu_pd(boffset2 + 8, row3); + _mm256_storeu_pd(boffset2 + 12, row4); + boffset2 += 16; + } + + if (n & 2){ + __m128d row1, row2, row3, row4; + row1 = _mm_loadu_pd(aoffset1); + aoffset1 += 2; + + row2 = _mm_loadu_pd(aoffset2); + aoffset2 += 2; + + row3 = _mm_loadu_pd(aoffset3); + aoffset3 += 2; + + row4 = _mm_loadu_pd(aoffset4); + aoffset4 += 2; + + + _mm_storeu_pd(boffset3 + 0, row1); + _mm_storeu_pd(boffset3 + 2, row2); + _mm_storeu_pd(boffset3 + 4, row3); + _mm_storeu_pd(boffset3 + 6, row4); + boffset3 += 8; + } + + if (n & 1){ + ctemp01 = *(aoffset1 + 0); + aoffset1 ++; + ctemp02 = *(aoffset2 + 0); + aoffset2 ++; + ctemp03 = *(aoffset3 + 0); + aoffset3 ++; + ctemp04 = *(aoffset4 + 0); + aoffset4 ++; + + *(boffset4 + 0) = ctemp01; + *(boffset4 + 1) = ctemp02; + *(boffset4 + 2) = ctemp03; + *(boffset4 + 3) = ctemp04; + boffset4 += 4; + } + } + + if (m & 2){ + aoffset1 = aoffset; + aoffset2 = aoffset1 + lda; + aoffset += 2 * lda; + + boffset1 = boffset; + boffset += 16; + + i = (n >> 3); + if (i > 0){ + do{ + __m512d row1, row2; + row1 = _mm512_loadu_pd(aoffset1); + aoffset1 += 8; + row2 = _mm512_loadu_pd(aoffset2); + aoffset2 += 8; + + _mm512_storeu_pd(boffset1 + 0, row1); + _mm512_storeu_pd(boffset1 + 8, row2); + boffset1 += 8 * m; + i --; + }while(i > 0); + } + + if (n & 4){ + __m256d row1, row2; + row1 = _mm256_loadu_pd(aoffset1); + aoffset1 += 4; + row2 = _mm256_loadu_pd(aoffset2); + aoffset2 += 4; + _mm256_storeu_pd(boffset2 + 0, row1); + _mm256_storeu_pd(boffset2 + 4, row2); + boffset2 += 8; + } + + if (n & 2){ + __m128d row1, row2; + row1 = _mm_loadu_pd(aoffset1); + aoffset1 += 2; + + row2 = _mm_loadu_pd(aoffset2); + aoffset2 += 2; + + + _mm_storeu_pd(boffset3 + 0, row1); + _mm_storeu_pd(boffset3 + 2, row2); + boffset3 += 4; + } + + if (n & 1){ + ctemp01 = *(aoffset1 + 0); + aoffset1 ++; + ctemp02 = *(aoffset2 + 0); + aoffset2 ++; + + *(boffset4 + 0) = ctemp01; + *(boffset4 + 1) = ctemp02; + boffset4 += 2; + } + } + + if (m & 1){ + aoffset1 = aoffset; + // aoffset += lda; + + boffset1 = boffset; + // boffset += 8; + + i = (n >> 3); + if (i > 0){ + do{ + __m512d row1; + row1 = _mm512_loadu_pd(aoffset1); + aoffset1 += 8; + + _mm512_storeu_pd(boffset1 + 0, row1); + boffset1 += 8 * m; + i --; + }while(i > 0); + } + + if (n & 4){ + __m256d row1; + row1 = _mm256_loadu_pd(aoffset1); + aoffset1 += 4; + _mm256_storeu_pd(boffset2 + 0, row1); + // boffset2 += 4; + } + + if (n & 2){ + __m128d row1; + row1 = _mm_loadu_pd(aoffset1); + aoffset1 += 2; + + _mm_storeu_pd(boffset3 + 0, row1); + + // boffset3 += 2; + } + + if (n & 1){ + ctemp01 = *(aoffset1 + 0); + aoffset1 ++; + *(boffset4 + 0) = ctemp01; + boffset4 ++; + } + } + + return 0; +} -- 2.7.4