From 0b7fb5c7915ceb119a17bb762b28f22acbb04d0e Mon Sep 17 00:00:00 2001 From: Gordon Fossum Date: Wed, 9 Oct 2024 09:42:23 -0500 Subject: [PATCH] CGEMM & ZGEMM using C code. --- kernel/power/KERNEL.POWER10 | 24 +- kernel/power/cgemm_kernel_power10.c | 1154 +++++++++++++++++++++++++++ kernel/power/zgemm_kernel_power10.c | 761 ++++++++++++++++++ 3 files changed, 1931 insertions(+), 8 deletions(-) create mode 100644 kernel/power/cgemm_kernel_power10.c create mode 100644 kernel/power/zgemm_kernel_power10.c diff --git a/kernel/power/KERNEL.POWER10 b/kernel/power/KERNEL.POWER10 index c84cd91d2a..4d17944ae7 100644 --- a/kernel/power/KERNEL.POWER10 +++ b/kernel/power/KERNEL.POWER10 @@ -17,11 +17,15 @@ SBGEMMOTCOPYOBJ = sbgemm_otcopy$(TSUFFIX).$(SUFFIX) STRMMKERNEL = sgemm_kernel_power10.c DTRMMKERNEL = dgemm_kernel_power10.c ifeq ($(OSNAME), AIX) -CTRMMKERNEL = ctrmm_kernel_8x4_power8.S -ZTRMMKERNEL = ztrmm_kernel_8x2_power8.S +#CTRMMKERNEL = ctrmm_kernel_8x4_power8.S +#ZTRMMKERNEL = ztrmm_kernel_8x2_power8.S +CTRMMKERNEL = cgemm_kernel_power10.c +ZTRMMKERNEL = zgemm_kernel_power10.c else -CTRMMKERNEL = cgemm_kernel_power10.S -ZTRMMKERNEL = zgemm_kernel_power10.S +#CTRMMKERNEL = cgemm_kernel_power10.S +#ZTRMMKERNEL = zgemm_kernel_power10.S +CTRMMKERNEL = cgemm_kernel_power10.c +ZTRMMKERNEL = zgemm_kernel_power10.c endif SGEMMKERNEL = sgemm_kernel_power10.c @@ -65,9 +69,11 @@ DGEMM_SMALL_K_TN = dgemm_small_kernel_tn_power10.c DGEMM_SMALL_K_B0_TN = dgemm_small_kernel_tn_power10.c ifeq ($(OSNAME), AIX) -CGEMMKERNEL = cgemm_kernel_8x4_power8.S +#CGEMMKERNEL = cgemm_kernel_8x4_power8.S +CGEMMKERNEL = cgemm_kernel_power10.c else -CGEMMKERNEL = cgemm_kernel_power10.S +#CGEMMKERNEL = cgemm_kernel_power10.S +CGEMMKERNEL = cgemm_kernel_power10.c endif #CGEMMKERNEL = cgemm_kernel_8x4_power8.S CGEMMINCOPY = ../generic/zgemm_ncopy_8.c @@ -84,9 +90,11 @@ CGEMMINCOPYOBJ = cgemm_incopy$(TSUFFIX).$(SUFFIX) CGEMMITCOPYOBJ = cgemm_itcopy$(TSUFFIX).$(SUFFIX) ifeq ($(OSNAME), AIX) -ZGEMMKERNEL = zgemm_kernel_8x2_power8.S +#ZGEMMKERNEL = zgemm_kernel_8x2_power8.S +ZGEMMKERNEL = zgemm_kernel_power10.c else -ZGEMMKERNEL = zgemm_kernel_power10.S +#ZGEMMKERNEL = zgemm_kernel_power10.S +ZGEMMKERNEL = zgemm_kernel_power10.c endif ZGEMMONCOPY = ../generic/zgemm_ncopy_2.c ZGEMMOTCOPY = ../generic/zgemm_tcopy_2.c diff --git a/kernel/power/cgemm_kernel_power10.c b/kernel/power/cgemm_kernel_power10.c new file mode 100644 index 0000000000..279c83aec0 --- /dev/null +++ b/kernel/power/cgemm_kernel_power10.c @@ -0,0 +1,1154 @@ +/********************************************************************************* +Copyright (c) 2020, The OpenBLAS Project +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. +3. Neither the name of the OpenBLAS project nor the names of +its contributors may be used to endorse or promote products +derived from this software without specific prior written permission. +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "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 OPENBLAS PROJECT 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. +**********************************************************************************/ +#include "common.h" +#include + +typedef __vector unsigned char vec_t; +typedef FLOAT v4sf_t __attribute__ ((vector_size (16))); +typedef FLOAT v2sf_t __attribute__ ((vector_size (8))); + +#define SET_ACC_ZERO() \ + __builtin_mma_xxsetaccz (&acc0); \ + __builtin_mma_xxsetaccz (&acc1); \ + __builtin_mma_xxsetaccz (&acc2); \ + __builtin_mma_xxsetaccz (&acc3); \ + __builtin_mma_xxsetaccz (&acc4); \ + __builtin_mma_xxsetaccz (&acc5); \ + __builtin_mma_xxsetaccz (&acc6); \ + __builtin_mma_xxsetaccz (&acc7); + +#if (defined(NN) || defined(NT) || defined(TN) || defined(TT)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr - _aibi; _imag = _arbi + _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr - _aibi; _imag += _arbi + _aibr; } +#endif + +#if (defined(NR) || defined(NC) || defined(TR) || defined(TC)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr + _aibi; _imag = -_arbi + _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr + _aibi; _imag += -_arbi + _aibr; } +#endif + +#if (defined(RN) || defined(RT) || defined(CN) || defined(CT)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr + _aibi; _imag = _arbi - _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr + _aibi; _imag += _arbi - _aibr; } +#endif + +#if (defined(RR) || defined(RC) || defined(CR) || defined(CC)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr - _aibi; _imag = -_arbi - _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr - _aibi; _imag += -_arbi - _aibr; } +#endif + +#if defined (TRMMKERNEL) +#define A_OP = +#else +#define A_OP += +#endif + +#define BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + __builtin_mma_disassemble_acc ((void *)result, &acc0); \ + __builtin_mma_disassemble_acc ((void *)&result[ 4], &acc1); \ + __builtin_mma_disassemble_acc ((void *)&result[ 8], &acc2); \ + __builtin_mma_disassemble_acc ((void *)&result[12], &acc3); \ + __builtin_mma_disassemble_acc ((void *)&result[16], &acc4); \ + __builtin_mma_disassemble_acc ((void *)&result[20], &acc5); \ + __builtin_mma_disassemble_acc ((void *)&result[24], &acc6); \ + __builtin_mma_disassemble_acc ((void *)&result[28], &acc7); + +#define COMP_MUL_1 \ + COMP_MUL(tr[0], res[ 0], res[ 5], ti[0], res[ 1], res[ 4]) + +#define COMP_MAC_1(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MAC(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ +} + +#define COMP_MUL_2A \ + COMP_MUL(tr[0], res[ 0], res[ 5], ti[0], res[ 1], res[ 4]) \ + COMP_MUL(tr[1], res[ 2], res[ 7], ti[1], res[ 3], res[ 6]) + +#define COMP_MAC_2A(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MAC(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ + COMP_MAC(tr[1], _ro[ 2], _ro[ 7], ti[1], _ro[ 3], _ro[ 6]) \ +} + +#define COMP_MUL_2B \ + COMP_MUL(tr[0], res[ 0], res[ 5], ti[0], res[ 1], res[ 4]) \ + COMP_MUL(tr[1], res[ 8], res[13], ti[1], res[ 9], res[12]) + +#define COMP_MAC_2B(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MAC(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ + COMP_MAC(tr[1], _ro[ 8], _ro[13], ti[1], _ro[ 9], _ro[12]) \ +} + +#define COMP_MUL_4A(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MUL(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ + COMP_MUL(tr[1], _ro[ 8], _ro[13], ti[1], _ro[ 9], _ro[12]) \ + COMP_MUL(tr[2], _ro[16], _ro[21], ti[2], _ro[17], _ro[20]) \ + COMP_MUL(tr[3], _ro[24], _ro[29], ti[3], _ro[25], _ro[28]) \ +} + +#define COMP_MAC_4A(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MAC(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ + COMP_MAC(tr[1], _ro[ 8], _ro[13], ti[1], _ro[ 9], _ro[12]) \ + COMP_MAC(tr[2], _ro[16], _ro[21], ti[2], _ro[17], _ro[20]) \ + COMP_MAC(tr[3], _ro[24], _ro[29], ti[3], _ro[25], _ro[28]) \ +} + +#define COMP_MUL_4B(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MUL(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ + COMP_MUL(tr[1], _ro[ 8], _ro[13], ti[1], _ro[ 9], _ro[12]) \ + COMP_MUL(tr[2], _ro[ 2], _ro[ 7], ti[2], _ro[ 3], _ro[ 6]) \ + COMP_MUL(tr[3], _ro[10], _ro[15], ti[3], _ro[11], _ro[14]) \ +} + +#define COMP_MAC_4B(_offset) { \ + FLOAT *_ro = &res[_offset]; \ + COMP_MAC(tr[0], _ro[ 0], _ro[ 5], ti[0], _ro[ 1], _ro[ 4]) \ + COMP_MAC(tr[1], _ro[ 8], _ro[13], ti[1], _ro[ 9], _ro[12]) \ + COMP_MAC(tr[2], _ro[ 2], _ro[ 7], ti[2], _ro[ 3], _ro[ 6]) \ + COMP_MAC(tr[3], _ro[10], _ro[15], ti[3], _ro[11], _ro[14]) \ +} + + +#define SAVE_ACC_COMPLEX_11 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_1 \ + COMP_MAC_1(16) \ + COMP_MAC_1(32) \ + COMP_MAC_1(48) \ + COMP_MAC_1(64) \ + COMP_MAC_1(80) \ + COMP_MAC_1(96) \ + COMP_MAC_1(112) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; + +#define SAVE_ACC_COMPLEX_12 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_2A \ + COMP_MAC_2A(16) \ + COMP_MAC_2A(32) \ + COMP_MAC_2A(48) \ + COMP_MAC_2A(64) \ + COMP_MAC_2A(80) \ + COMP_MAC_2A(96) \ + COMP_MAC_2A(112) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2*ldc+0] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[2*ldc+1] A_OP ti[1] * alpha_r + tr[1] * alpha_i; + +#define SAVE_ACC_COMPLEX_21_1 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_2B \ + COMP_MAC_2B(16) \ + COMP_MAC_2B(32) \ + COMP_MAC_2B(48) \ + COMP_MAC_2B(64) \ + COMP_MAC_2B(80) \ + COMP_MAC_2B(96) \ + COMP_MAC_2B(112) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; + +#define SAVE_ACC_COMPLEX_21_2 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_4A(0) \ + COMP_MAC_4A(32) \ + COMP_MAC_4A(64) \ + COMP_MAC_4A(96) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_21_4 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_4A(0) \ + COMP_MAC_4A(64) \ + CO[ 0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[ 1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[ 2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[ 3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[ 4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[ 5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[ 6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[ 7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + COMP_MUL_4A(32) \ + COMP_MAC_4A(96) \ + CO[ 8] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[ 9] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[10] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[11] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[12] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[13] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[14] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[15] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_22_4 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_4B(0) \ + CO[ 0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[ 1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[ 2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[ 3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+ 0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+ 1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+ 2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+ 3] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + COMP_MUL_4B(16) \ + CO[ 4] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[ 5] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[ 6] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[ 7] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+ 4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+ 5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+ 6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+ 7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + COMP_MUL_4B(32) \ + CO[ 8] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[ 9] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[10] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[11] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+ 8] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+ 9] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+10] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+11] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + COMP_MUL_4B(48) \ + CO[12] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[13] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[14] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[15] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+12] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+13] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+14] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+15] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_22_2 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_4B(0) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + COMP_MUL_4B(16) \ + CO[4] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[5] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[6] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[7] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_22_1 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL_4B(0) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_24_ALL \ + __builtin_mma_disassemble_acc ((void *)result, &acc0); \ + __builtin_mma_disassemble_acc ((void *)(&result[4]), &acc4); \ + __builtin_mma_disassemble_acc ((void *)(&result[8]), &acc1); \ + __builtin_mma_disassemble_acc ((void *)(&result[12]), &acc5); \ + __builtin_mma_disassemble_acc ((void *)(&result[16]), &acc2); \ + __builtin_mma_disassemble_acc ((void *)(&result[20]), &acc6); \ + __builtin_mma_disassemble_acc ((void *)(&result[24]), &acc3); \ + __builtin_mma_disassemble_acc ((void *)(&result[28]), &acc7); \ + COMP_MUL(tr[ 0], res[ 0], res[ 5], ti[ 0], res[ 1], res[ 4]) \ + COMP_MUL(tr[ 1], res[ 8], res[ 13], ti[ 1], res[ 9], res[ 12]) \ + COMP_MUL(tr[ 2], res[ 2], res[ 7], ti[ 2], res[ 3], res[ 6]) \ + COMP_MUL(tr[ 3], res[ 10], res[ 15], ti[ 3], res[ 11], res[ 14]) \ + COMP_MUL(tr[ 4], res[ 16], res[ 21], ti[ 4], res[ 17], res[ 20]) \ + COMP_MUL(tr[ 5], res[ 24], res[ 29], ti[ 5], res[ 25], res[ 28]) \ + COMP_MUL(tr[ 6], res[ 18], res[ 23], ti[ 6], res[ 19], res[ 22]) \ + COMP_MUL(tr[ 7], res[ 26], res[ 31], ti[ 7], res[ 27], res[ 30]) \ + COMP_MUL(tr[ 8], res[ 32], res[ 37], ti[ 8], res[ 33], res[ 36]) \ + COMP_MUL(tr[ 9], res[ 40], res[ 45], ti[ 9], res[ 41], res[ 44]) \ + COMP_MUL(tr[10], res[ 34], res[ 39], ti[10], res[ 35], res[ 38]) \ + COMP_MUL(tr[11], res[ 42], res[ 47], ti[11], res[ 43], res[ 46]) \ + COMP_MUL(tr[12], res[ 48], res[ 53], ti[12], res[ 49], res[ 52]) \ + COMP_MUL(tr[13], res[ 56], res[ 61], ti[13], res[ 57], res[ 60]) \ + COMP_MUL(tr[14], res[ 50], res[ 55], ti[14], res[ 51], res[ 54]) \ + COMP_MUL(tr[15], res[ 58], res[ 63], ti[15], res[ 59], res[ 62]) \ + COMP_MUL(tr[16], res[ 64], res[ 69], ti[16], res[ 65], res[ 68]) \ + COMP_MUL(tr[17], res[ 72], res[ 77], ti[17], res[ 73], res[ 76]) \ + COMP_MUL(tr[18], res[ 66], res[ 71], ti[18], res[ 67], res[ 70]) \ + COMP_MUL(tr[19], res[ 74], res[ 79], ti[19], res[ 75], res[ 78]) \ + COMP_MUL(tr[20], res[ 80], res[ 85], ti[20], res[ 81], res[ 84]) \ + COMP_MUL(tr[21], res[ 88], res[ 93], ti[21], res[ 89], res[ 92]) \ + COMP_MUL(tr[22], res[ 82], res[ 87], ti[22], res[ 83], res[ 86]) \ + COMP_MUL(tr[23], res[ 90], res[ 95], ti[23], res[ 91], res[ 94]) \ + COMP_MUL(tr[24], res[ 96], res[101], ti[24], res[ 97], res[100]) \ + COMP_MUL(tr[25], res[104], res[109], ti[25], res[105], res[108]) \ + COMP_MUL(tr[26], res[ 98], res[103], ti[26], res[ 99], res[102]) \ + COMP_MUL(tr[27], res[106], res[111], ti[27], res[107], res[110]) \ + COMP_MUL(tr[28], res[112], res[117], ti[28], res[113], res[116]) \ + COMP_MUL(tr[29], res[120], res[125], ti[29], res[121], res[124]) \ + COMP_MUL(tr[30], res[114], res[119], ti[30], res[115], res[118]) \ + COMP_MUL(tr[31], res[122], res[127], ti[31], res[123], res[126]) \ + CO[ 0] A_OP tr[ 0] * alpha_r - ti[ 0] * alpha_i; \ + CO[ 1] A_OP ti[ 0] * alpha_r + tr[ 0] * alpha_i; \ + CO[ 2] A_OP tr[ 1] * alpha_r - ti[ 1] * alpha_i; \ + CO[ 3] A_OP ti[ 1] * alpha_r + tr[ 1] * alpha_i; \ + CO[2*ldc+ 0] A_OP tr[ 2] * alpha_r - ti[ 2] * alpha_i; \ + CO[2*ldc+ 1] A_OP ti[ 2] * alpha_r + tr[ 2] * alpha_i; \ + CO[2*ldc+ 2] A_OP tr[ 3] * alpha_r - ti[ 3] * alpha_i; \ + CO[2*ldc+ 3] A_OP ti[ 3] * alpha_r + tr[ 3] * alpha_i; \ + CO[4*ldc+ 0] A_OP tr[ 4] * alpha_r - ti[ 4] * alpha_i; \ + CO[4*ldc+ 1] A_OP ti[ 4] * alpha_r + tr[ 4] * alpha_i; \ + CO[4*ldc+ 2] A_OP tr[ 5] * alpha_r - ti[ 5] * alpha_i; \ + CO[4*ldc+ 3] A_OP ti[ 5] * alpha_r + tr[ 5] * alpha_i; \ + CO[6*ldc+ 0] A_OP tr[ 6] * alpha_r - ti[ 6] * alpha_i; \ + CO[6*ldc+ 1] A_OP ti[ 6] * alpha_r + tr[ 6] * alpha_i; \ + CO[6*ldc+ 2] A_OP tr[ 7] * alpha_r - ti[ 7] * alpha_i; \ + CO[6*ldc+ 3] A_OP ti[ 7] * alpha_r + tr[ 7] * alpha_i; \ + CO[ 4] A_OP tr[ 8] * alpha_r - ti[ 8] * alpha_i; \ + CO[ 5] A_OP ti[ 8] * alpha_r + tr[ 8] * alpha_i; \ + CO[ 6] A_OP tr[ 9] * alpha_r - ti[ 9] * alpha_i; \ + CO[ 7] A_OP ti[ 9] * alpha_r + tr[ 9] * alpha_i; \ + CO[2*ldc+ 4] A_OP tr[10] * alpha_r - ti[10] * alpha_i; \ + CO[2*ldc+ 5] A_OP ti[10] * alpha_r + tr[10] * alpha_i; \ + CO[2*ldc+ 6] A_OP tr[11] * alpha_r - ti[11] * alpha_i; \ + CO[2*ldc+ 7] A_OP ti[11] * alpha_r + tr[11] * alpha_i; \ + CO[4*ldc+ 4] A_OP tr[12] * alpha_r - ti[12] * alpha_i; \ + CO[4*ldc+ 5] A_OP ti[12] * alpha_r + tr[12] * alpha_i; \ + CO[4*ldc+ 6] A_OP tr[13] * alpha_r - ti[13] * alpha_i; \ + CO[4*ldc+ 7] A_OP ti[13] * alpha_r + tr[13] * alpha_i; \ + CO[6*ldc+ 4] A_OP tr[14] * alpha_r - ti[14] * alpha_i; \ + CO[6*ldc+ 5] A_OP ti[14] * alpha_r + tr[14] * alpha_i; \ + CO[6*ldc+ 6] A_OP tr[15] * alpha_r - ti[15] * alpha_i; \ + CO[6*ldc+ 7] A_OP ti[15] * alpha_r + tr[15] * alpha_i; \ + CO[ 8] A_OP tr[16] * alpha_r - ti[16] * alpha_i; \ + CO[ 9] A_OP ti[16] * alpha_r + tr[16] * alpha_i; \ + CO[ 10] A_OP tr[17] * alpha_r - ti[17] * alpha_i; \ + CO[ 11] A_OP ti[17] * alpha_r + tr[17] * alpha_i; \ + CO[2*ldc+ 8] A_OP tr[18] * alpha_r - ti[18] * alpha_i; \ + CO[2*ldc+ 9] A_OP ti[18] * alpha_r + tr[18] * alpha_i; \ + CO[2*ldc+10] A_OP tr[19] * alpha_r - ti[19] * alpha_i; \ + CO[2*ldc+11] A_OP ti[19] * alpha_r + tr[19] * alpha_i; \ + CO[4*ldc+ 8] A_OP tr[20] * alpha_r - ti[20] * alpha_i; \ + CO[4*ldc+ 9] A_OP ti[20] * alpha_r + tr[20] * alpha_i; \ + CO[4*ldc+10] A_OP tr[21] * alpha_r - ti[21] * alpha_i; \ + CO[4*ldc+11] A_OP ti[21] * alpha_r + tr[21] * alpha_i; \ + CO[6*ldc+ 8] A_OP tr[22] * alpha_r - ti[22] * alpha_i; \ + CO[6*ldc+ 9] A_OP ti[22] * alpha_r + tr[22] * alpha_i; \ + CO[6*ldc+10] A_OP tr[23] * alpha_r - ti[23] * alpha_i; \ + CO[6*ldc+11] A_OP ti[23] * alpha_r + tr[23] * alpha_i; \ + CO[ 12] A_OP tr[24] * alpha_r - ti[24] * alpha_i; \ + CO[ 13] A_OP ti[24] * alpha_r + tr[24] * alpha_i; \ + CO[ 14] A_OP tr[25] * alpha_r - ti[25] * alpha_i; \ + CO[ 15] A_OP ti[25] * alpha_r + tr[25] * alpha_i; \ + CO[2*ldc+12] A_OP tr[26] * alpha_r - ti[26] * alpha_i; \ + CO[2*ldc+13] A_OP ti[26] * alpha_r + tr[26] * alpha_i; \ + CO[2*ldc+14] A_OP tr[27] * alpha_r - ti[27] * alpha_i; \ + CO[2*ldc+15] A_OP ti[27] * alpha_r + tr[27] * alpha_i; \ + CO[4*ldc+12] A_OP tr[28] * alpha_r - ti[28] * alpha_i; \ + CO[4*ldc+13] A_OP ti[28] * alpha_r + tr[28] * alpha_i; \ + CO[4*ldc+14] A_OP tr[29] * alpha_r - ti[29] * alpha_i; \ + CO[4*ldc+15] A_OP ti[29] * alpha_r + tr[29] * alpha_i; \ + CO[6*ldc+12] A_OP tr[30] * alpha_r - ti[30] * alpha_i; \ + CO[6*ldc+13] A_OP ti[30] * alpha_r + tr[30] * alpha_i; \ + CO[6*ldc+14] A_OP tr[31] * alpha_r - ti[31] * alpha_i; \ + CO[6*ldc+15] A_OP ti[31] * alpha_r + tr[31] * alpha_i; + +#define SAVE_ACC_COMPLEX_24(ACC1, ACC2, CI) \ + __builtin_mma_disassemble_acc ((void *)result, ACC1); \ + __builtin_mma_disassemble_acc ((void *)(&result[4]), ACC2); \ + COMP_MUL(tr[0], res[0], res[5], ti[0], res[1], res[4]) \ + COMP_MUL(tr[1], res[8], res[13], ti[1], res[9], res[12]) \ + COMP_MUL(tr[2], res[2], res[7], ti[2], res[3], res[6]) \ + COMP_MUL(tr[3], res[10], res[15], ti[3], res[11], res[14]) \ + COMP_MUL(tr[4], res[16], res[21], ti[4], res[17], res[20]) \ + COMP_MUL(tr[5], res[24], res[29], ti[5], res[25], res[28]) \ + COMP_MUL(tr[6], res[18], res[23], ti[6], res[19], res[22]) \ + COMP_MUL(tr[7], res[26], res[31], ti[7], res[27], res[30]) \ + CO[CI+0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[CI+1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[CI+2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[CI+3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[CI+2*ldc+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[CI+2*ldc+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[CI+2*ldc+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[CI+2*ldc+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + CO[CI+4*ldc+0] A_OP tr[4] * alpha_r - ti[4] * alpha_i; \ + CO[CI+4*ldc+1] A_OP ti[4] * alpha_r + tr[4] * alpha_i; \ + CO[CI+4*ldc+2] A_OP tr[5] * alpha_r - ti[5] * alpha_i; \ + CO[CI+4*ldc+3] A_OP ti[5] * alpha_r + tr[5] * alpha_i; \ + CO[CI+6*ldc+0] A_OP tr[6] * alpha_r - ti[6] * alpha_i; \ + CO[CI+6*ldc+1] A_OP ti[6] * alpha_r + tr[6] * alpha_i; \ + CO[CI+6*ldc+2] A_OP tr[7] * alpha_r - ti[7] * alpha_i; \ + CO[CI+6*ldc+3] A_OP ti[7] * alpha_r + tr[7] * alpha_i; + +#define SAVE_ACC_COMPLEX_14 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL(tr[0], res[ 0], res[ 5], ti[0], res[ 1], res[ 4]) \ + COMP_MUL(tr[1], res[ 2], res[ 7], ti[1], res[ 3], res[ 6]) \ + COMP_MUL(tr[2], res[ 16], res[ 21], ti[2], res[ 17], res[ 20]) \ + COMP_MUL(tr[3], res[ 18], res[ 23], ti[3], res[ 19], res[ 22]) \ + COMP_MAC(tr[0], res[ 32], res[ 37], ti[0], res[ 33], res[ 36]) \ + COMP_MAC(tr[1], res[ 34], res[ 39], ti[1], res[ 35], res[ 38]) \ + COMP_MAC(tr[2], res[ 48], res[ 53], ti[2], res[ 49], res[ 52]) \ + COMP_MAC(tr[3], res[ 50], res[ 55], ti[3], res[ 51], res[ 54]) \ + COMP_MAC(tr[0], res[ 64], res[ 69], ti[0], res[ 65], res[ 68]) \ + COMP_MAC(tr[1], res[ 66], res[ 71], ti[1], res[ 67], res[ 70]) \ + COMP_MAC(tr[2], res[ 80], res[ 85], ti[2], res[ 81], res[ 84]) \ + COMP_MAC(tr[3], res[ 82], res[ 87], ti[3], res[ 83], res[ 86]) \ + COMP_MAC(tr[0], res[ 96], res[101], ti[0], res[ 97], res[100]) \ + COMP_MAC(tr[1], res[ 98], res[103], ti[1], res[ 99], res[102]) \ + COMP_MAC(tr[2], res[112], res[117], ti[2], res[113], res[116]) \ + COMP_MAC(tr[3], res[114], res[119], ti[3], res[115], res[118]) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2*ldc+0] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[2*ldc+1] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[4*ldc+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[4*ldc+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[6*ldc+0] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[6*ldc+1] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define PREFETCH1(x, y) asm volatile ("dcbt %0, %1" : : "r" (x), "b" (y) : "memory"); + +#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA)) +#define REFRESH_TEMP_BK(x, y) \ + temp = k - off; +#elif defined(LEFT) +#define REFRESH_TEMP_BK(x, y) \ + temp = off + x; +#else +#define REFRESH_TEMP_BK(x, y) \ + temp = off + y; +#endif +#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA)) +#define REFRESH_POINTERS(x, y) \ + BO = B; \ + REFRESH_TEMP_BK(x, y) +#else +#define REFRESH_POINTERS(x, y) \ + AO += off * (2*x); \ + BO = B + off * (2*y); \ + REFRESH_TEMP_BK(x, y) +#endif + +#ifdef LEFT +#define REFRESH_OFF(x) \ + off += x; +#else +#define REFRESH_OFF(x) +#endif + +#ifdef LEFT +#define UPDATE_TEMP(x, y) \ + temp -= x; +#else +#define UPDATE_TEMP(x, y) \ + temp -= y; +#endif + +#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA)) +#define REFRESH_TMP_AFTER_SAVE(x, y) \ + temp = k - off; \ + UPDATE_TEMP(x, y) \ + AO += temp * (2*x); \ + BO += temp * (2*y); +#else +#define REFRESH_TMP_AFTER_SAVE(x, y) +#endif + +#define REFRESH_AFTER_SAVE(x,y) \ + REFRESH_TMP_AFTER_SAVE(x, y) \ + REFRESH_OFF(x) +/************************************************************************************* +* GEMM Kernel +*************************************************************************************/ +int +CNAME (BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha_r, FLOAT alpha_i, FLOAT * A, FLOAT * B, + FLOAT * C, BLASLONG ldc +#ifdef TRMMKERNEL + , BLASLONG offset +#endif + ) +{ + BLASLONG i1, i, l, temp; + FLOAT *AO, *BO, *CO; +#if defined(TRMMKERNEL) + BLASLONG off; +#endif +#if defined(TRMMKERNEL) && !defined(LEFT) + off = -offset; +#endif + + __vector_quad acc0, acc1, acc2, acc3, acc4, acc5, acc6, acc7; + + v4sf_t result[32]; + FLOAT *res, tr[64], ti[64]; + res = (FLOAT *) result; + + for (i1 = 0; i1 < (n >> 2); i1++) + { +#if defined(TRMMKERNEL) && defined(LEFT) + off = offset; +#endif + AO = A; + CO = C; + C += ldc << 3; + + for (i = 0; i < (m >> 3); i++) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (8, 4); +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<4]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<4)+4]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<4)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<4)+12]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB1); + __builtin_mma_xvf32gerpp(&acc4, rowA1, rowB2); + __builtin_mma_xvf32gerpp(&acc5, rowA2, rowB2); + __builtin_mma_xvf32gerpp(&acc6, rowA3, rowB2); + __builtin_mma_xvf32gerpp(&acc7, rowA4, rowB2); + } + SAVE_ACC_COMPLEX_24_ALL + CO += 16; + AO += temp << 4; + BO += temp << 3; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (8, 4) +#endif + } + if (m & 4) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (4, 4); +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~1)); l+=2) + { + vec_t rowA1 = *(vec_t *) & AO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<3)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<3)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<3)+12]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + vec_t rowB3 = *(vec_t *) & BO[(l<<3)+8]; + vec_t rowB4 = *(vec_t *) & BO[(l<<3)+12]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA1, rowB2); + __builtin_mma_xvf32gerpp(&acc3, rowA2, rowB2); + __builtin_mma_xvf32gerpp(&acc0, rowA3, rowB3); + __builtin_mma_xvf32gerpp(&acc1, rowA4, rowB3); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB4); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB4); + } + for (l = (temp & (~1)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<3)+4]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA1, rowB2); + __builtin_mma_xvf32gerpp(&acc3, rowA2, rowB2); + } + SAVE_ACC_COMPLEX_24(&acc0, &acc2, 0) + SAVE_ACC_COMPLEX_24(&acc1, &acc3, 4) + CO += 8; + AO += temp << 3; + BO += temp << 3; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (4, 4) +#endif + } + if (m & 2) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (2, 4); +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + vec_t rowA1 = *(vec_t *) & AO[l<<2]; + vec_t rowA2 = *(vec_t *) & AO[(l<<2)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<2)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<2)+12]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + vec_t rowB3 = *(vec_t *) & BO[(l<<3)+8]; + vec_t rowB4 = *(vec_t *) & BO[(l<<3)+12]; + vec_t rowB5 = *(vec_t *) & BO[(l<<3)+16]; + vec_t rowB6 = *(vec_t *) & BO[(l<<3)+20]; + vec_t rowB7 = *(vec_t *) & BO[(l<<3)+24]; + vec_t rowB8 = *(vec_t *) & BO[(l<<3)+28]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA1, rowB2); + __builtin_mma_xvf32gerpp(&acc0, rowA2, rowB3); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB4); + __builtin_mma_xvf32gerpp(&acc0, rowA3, rowB5); + __builtin_mma_xvf32gerpp(&acc1, rowA3, rowB6); + __builtin_mma_xvf32gerpp(&acc0, rowA4, rowB7); + __builtin_mma_xvf32gerpp(&acc1, rowA4, rowB8); + } + for (l = (temp & (~3)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<2]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA1, rowB2); + } + SAVE_ACC_COMPLEX_24(&acc0, &acc1, 0) + CO += 4; + AO += temp << 2; + BO += temp << 3; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (2, 4) +#endif + } + if (m & 1) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (1, 4) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + vec_t rowA1 = *(vec_t *) & AO[l<<1]; + vec_t rowA2 = *(vec_t *) & AO[(l<<1)+2]; + vec_t rowA3 = *(vec_t *) & AO[(l<<1)+4]; + vec_t rowA4 = *(vec_t *) & AO[(l<<1)+6]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + vec_t rowB3 = *(vec_t *) & BO[(l<<3)+8]; + vec_t rowB4 = *(vec_t *) & BO[(l<<3)+12]; + vec_t rowB5 = *(vec_t *) & BO[(l<<3)+16]; + vec_t rowB6 = *(vec_t *) & BO[(l<<3)+20]; + vec_t rowB7 = *(vec_t *) & BO[(l<<3)+24]; + vec_t rowB8 = *(vec_t *) & BO[(l<<3)+28]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA1, rowB2); + __builtin_mma_xvf32gerpp(&acc2, rowA2, rowB3); + __builtin_mma_xvf32gerpp(&acc3, rowA2, rowB4); + __builtin_mma_xvf32gerpp(&acc4, rowA3, rowB5); + __builtin_mma_xvf32gerpp(&acc5, rowA3, rowB6); + __builtin_mma_xvf32gerpp(&acc6, rowA4, rowB7); + __builtin_mma_xvf32gerpp(&acc7, rowA4, rowB8); + } + for (l = (temp & (~3)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<1]; + vec_t rowB1 = *(vec_t *) & BO[l<<3]; + vec_t rowB2 = *(vec_t *) & BO[(l<<3)+4]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA1, rowB2); + } + SAVE_ACC_COMPLEX_14 + CO += 2; + AO += temp << 1; + BO += temp << 3; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (1, 4) +#endif + } +#if defined(TRMMKERNEL) && !defined(LEFT) + off += 4; // number of values in A +#endif + + B += k << 3; + } + + if (n & 2) + { +#if defined(TRMMKERNEL) && defined(LEFT) + off = offset; +#endif + AO = A; + CO = C; + C += ldc << 2; + + for (i = 0; i < (m >> 3); i++) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (8, 2) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~1)); l+=2) + { + vec_t rowA1 = *(vec_t *) & AO[l<<4]; + vec_t rowA2 = *(vec_t *) & AO[(l<<4)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<4)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<4)+12]; + vec_t rowA5 = *(vec_t *) & AO[(l<<4)+16]; + vec_t rowA6 = *(vec_t *) & AO[(l<<4)+20]; + vec_t rowA7 = *(vec_t *) & AO[(l<<4)+24]; + vec_t rowA8 = *(vec_t *) & AO[(l<<4)+28]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+4]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB1); + __builtin_mma_xvf32gerpp(&acc0, rowA5, rowB2); + __builtin_mma_xvf32gerpp(&acc1, rowA6, rowB2); + __builtin_mma_xvf32gerpp(&acc2, rowA7, rowB2); + __builtin_mma_xvf32gerpp(&acc3, rowA8, rowB2); + } + for (l = (temp & (~1)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<4]; + vec_t rowA2 = *(vec_t *) & AO[(l<<4)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<4)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<4)+12]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB1); + } + SAVE_ACC_COMPLEX_22_4 + AO += temp << 4; + BO += temp << 2; + CO += 16; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (8, 2) +#endif + } + if (m & 4) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (4, 2) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + vec_t rowA1 = *(vec_t *) & AO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<3)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<3)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<3)+12]; + vec_t rowA5 = *(vec_t *) & AO[(l<<3)+16]; + vec_t rowA6 = *(vec_t *) & AO[(l<<3)+20]; + vec_t rowA7 = *(vec_t *) & AO[(l<<3)+24]; + vec_t rowA8 = *(vec_t *) & AO[(l<<3)+28]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+4]; + vec_t rowB3 = *(vec_t *) & BO[(l<<2)+8]; + vec_t rowB4 = *(vec_t *) & BO[(l<<2)+12]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc0, rowA3, rowB2); + __builtin_mma_xvf32gerpp(&acc1, rowA4, rowB2); + __builtin_mma_xvf32gerpp(&acc0, rowA5, rowB3); + __builtin_mma_xvf32gerpp(&acc1, rowA6, rowB3); + __builtin_mma_xvf32gerpp(&acc0, rowA7, rowB4); + __builtin_mma_xvf32gerpp(&acc1, rowA8, rowB4); + } + for (l = (temp & (~3)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<3)+4]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + } + SAVE_ACC_COMPLEX_22_2 + AO += temp << 3; + BO += temp << 2; + CO += 8; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (4, 2) +#endif + } if (m & 2) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (2, 2) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~7)); l+=8) + { + vec_t rowA1 = *(vec_t *) & AO[l<<2]; + vec_t rowA2 = *(vec_t *) & AO[(l<<2)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<2)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<2)+12]; + vec_t rowA5 = *(vec_t *) & AO[(l<<2)+16]; + vec_t rowA6 = *(vec_t *) & AO[(l<<2)+20]; + vec_t rowA7 = *(vec_t *) & AO[(l<<2)+24]; + vec_t rowA8 = *(vec_t *) & AO[(l<<2)+28]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+4]; + vec_t rowB3 = *(vec_t *) & BO[(l<<2)+8]; + vec_t rowB4 = *(vec_t *) & BO[(l<<2)+12]; + vec_t rowB5 = *(vec_t *) & BO[(l<<2)+16]; + vec_t rowB6 = *(vec_t *) & BO[(l<<2)+20]; + vec_t rowB7 = *(vec_t *) & BO[(l<<2)+24]; + vec_t rowB8 = *(vec_t *) & BO[(l<<2)+28]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc0, rowA2, rowB2); + __builtin_mma_xvf32gerpp(&acc0, rowA3, rowB3); + __builtin_mma_xvf32gerpp(&acc0, rowA4, rowB4); + __builtin_mma_xvf32gerpp(&acc0, rowA5, rowB5); + __builtin_mma_xvf32gerpp(&acc0, rowA6, rowB6); + __builtin_mma_xvf32gerpp(&acc0, rowA7, rowB7); + __builtin_mma_xvf32gerpp(&acc0, rowA8, rowB8); + } + for (l = (temp & (~7)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<2]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + } + SAVE_ACC_COMPLEX_22_1 + AO += temp << 2; + BO += temp << 2; + CO += 4; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (2, 2) +#endif + } + if (m & 1) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (1, 2) +#else + BO = B; + temp = k; +#endif + // RIP OUT MMA STUFF! + SET_ACC_ZERO() + for (l = 0; l < (temp & (~7)); l+=8) + { + vec_t rowA1 = *(vec_t *) & AO[l<<1]; + vec_t rowA2 = *(vec_t *) & AO[(l<<1)+2]; + vec_t rowA3 = *(vec_t *) & AO[(l<<1)+4]; + vec_t rowA4 = *(vec_t *) & AO[(l<<1)+6]; + vec_t rowA5 = *(vec_t *) & AO[(l<<1)+8]; + vec_t rowA6 = *(vec_t *) & AO[(l<<1)+10]; + vec_t rowA7 = *(vec_t *) & AO[(l<<1)+12]; + vec_t rowA8 = *(vec_t *) & AO[(l<<1)+14]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+4]; + vec_t rowB3 = *(vec_t *) & BO[(l<<2)+8]; + vec_t rowB4 = *(vec_t *) & BO[(l<<2)+12]; + vec_t rowB5 = *(vec_t *) & BO[(l<<2)+16]; + vec_t rowB6 = *(vec_t *) & BO[(l<<2)+20]; + vec_t rowB7 = *(vec_t *) & BO[(l<<2)+24]; + vec_t rowB8 = *(vec_t *) & BO[(l<<2)+28]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB2); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB3); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB4); + __builtin_mma_xvf32gerpp(&acc4, rowA5, rowB5); + __builtin_mma_xvf32gerpp(&acc5, rowA6, rowB6); + __builtin_mma_xvf32gerpp(&acc6, rowA7, rowB7); + __builtin_mma_xvf32gerpp(&acc7, rowA8, rowB8); + } + for (l = (temp & (~7)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<1]; + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + } + SAVE_ACC_COMPLEX_12 + AO += temp<<1; + BO += temp<<2; + CO += 2; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (1, 2) +#endif + } +#if defined(TRMMKERNEL) && !defined(LEFT) + off += 2; // number of values in A +#endif + B += k << 2; + } + + if (n & 1) + { +#if defined(TRMMKERNEL) && defined(LEFT) + off = offset; +#endif + AO = A; + CO = C; + C += ldc << 1; + + for (i = 0; i < (m >> 3); i++) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (8, 1) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~1)); l+=2) + { + vec_t rowA1 = *(vec_t *) & AO[l<<4]; + vec_t rowA2 = *(vec_t *) & AO[(l<<4)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<4)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<4)+12]; + vec_t rowA5 = *(vec_t *) & AO[(l<<4)+16]; + vec_t rowA6 = *(vec_t *) & AO[(l<<4)+20]; + vec_t rowA7 = *(vec_t *) & AO[(l<<4)+24]; + vec_t rowA8 = *(vec_t *) & AO[(l<<4)+28]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB1); + __builtin_mma_xvf32gerpp(&acc4, rowA5, rowB2); + __builtin_mma_xvf32gerpp(&acc5, rowA6, rowB2); + __builtin_mma_xvf32gerpp(&acc6, rowA7, rowB2); + __builtin_mma_xvf32gerpp(&acc7, rowA8, rowB2); + } + for (l = (temp & (~1)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<4]; + vec_t rowA2 = *(vec_t *) & AO[(l<<4)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<4)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<4)+12]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB1); + } + SAVE_ACC_COMPLEX_21_4 + AO += temp << 4; + BO += temp << 1; + CO += 16; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (8, 1) +#endif + } + if (m & 4) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (4, 1) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + vec_t rowA1 = *(vec_t *) & AO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<3)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<3)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<3)+12]; + vec_t rowA5 = *(vec_t *) & AO[(l<<3)+16]; + vec_t rowA6 = *(vec_t *) & AO[(l<<3)+20]; + vec_t rowA7 = *(vec_t *) & AO[(l<<3)+24]; + vec_t rowA8 = *(vec_t *) & AO[(l<<3)+28]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB2); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB2); + __builtin_mma_xvf32gerpp(&acc4, rowA5, rowB3); + __builtin_mma_xvf32gerpp(&acc5, rowA6, rowB3); + __builtin_mma_xvf32gerpp(&acc6, rowA7, rowB4); + __builtin_mma_xvf32gerpp(&acc7, rowA8, rowB4); + } + for (l = (temp & (~3)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<3]; + vec_t rowA2 = *(vec_t *) & AO[(l<<3)+4]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB1); + } + SAVE_ACC_COMPLEX_21_2 + AO += temp << 3; + BO += temp << 1; + CO += 8; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (4, 1) +#endif + } + if (m & 2) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (2, 1) +#else + BO = B; + temp = k; +#endif + // RIP OUT MMA STUFF! + SET_ACC_ZERO() + for (l = 0; l < (temp & (~7)); l+=8) + { + vec_t rowA1 = *(vec_t *) & AO[l<<2]; + vec_t rowA2 = *(vec_t *) & AO[(l<<2)+4]; + vec_t rowA3 = *(vec_t *) & AO[(l<<2)+8]; + vec_t rowA4 = *(vec_t *) & AO[(l<<2)+12]; + vec_t rowA5 = *(vec_t *) & AO[(l<<2)+16]; + vec_t rowA6 = *(vec_t *) & AO[(l<<2)+20]; + vec_t rowA7 = *(vec_t *) & AO[(l<<2)+24]; + vec_t rowA8 = *(vec_t *) & AO[(l<<2)+28]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6]; + vec_t rowB5 = *(vec_t *) & BO[(l<<1)+8]; + vec_t rowB6 = *(vec_t *) & BO[(l<<1)+10]; + vec_t rowB7 = *(vec_t *) & BO[(l<<1)+12]; + vec_t rowB8 = *(vec_t *) & BO[(l<<1)+14]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB2); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB3); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB4); + __builtin_mma_xvf32gerpp(&acc4, rowA5, rowB5); + __builtin_mma_xvf32gerpp(&acc5, rowA6, rowB6); + __builtin_mma_xvf32gerpp(&acc6, rowA7, rowB7); + __builtin_mma_xvf32gerpp(&acc7, rowA8, rowB8); + } + for (l = (temp & (~7)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<2]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + } + SAVE_ACC_COMPLEX_21_1 + AO += temp << 2; + BO += temp << 1; + CO += 4; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (2, 1) +#endif + } + if (m & 1) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (1, 1) +#else + BO = B; + temp = k; +#endif + // RIP OUT MMA STUFF! + SET_ACC_ZERO() + for (l = 0; l < (temp & (~7)); l+=8) + { + vec_t rowA1 = *(vec_t *) & AO[l<<1]; + vec_t rowA2 = *(vec_t *) & AO[(l<<1)+2]; + vec_t rowA3 = *(vec_t *) & AO[(l<<1)+4]; + vec_t rowA4 = *(vec_t *) & AO[(l<<1)+6]; + vec_t rowA5 = *(vec_t *) & AO[(l<<1)+8]; + vec_t rowA6 = *(vec_t *) & AO[(l<<1)+10]; + vec_t rowA7 = *(vec_t *) & AO[(l<<1)+12]; + vec_t rowA8 = *(vec_t *) & AO[(l<<1)+14]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6]; + vec_t rowB5 = *(vec_t *) & BO[(l<<1)+8]; + vec_t rowB6 = *(vec_t *) & BO[(l<<1)+10]; + vec_t rowB7 = *(vec_t *) & BO[(l<<1)+12]; + vec_t rowB8 = *(vec_t *) & BO[(l<<1)+14]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf32gerpp(&acc1, rowA2, rowB2); + __builtin_mma_xvf32gerpp(&acc2, rowA3, rowB3); + __builtin_mma_xvf32gerpp(&acc3, rowA4, rowB4); + __builtin_mma_xvf32gerpp(&acc4, rowA5, rowB5); + __builtin_mma_xvf32gerpp(&acc5, rowA6, rowB6); + __builtin_mma_xvf32gerpp(&acc6, rowA7, rowB7); + __builtin_mma_xvf32gerpp(&acc7, rowA8, rowB8); + } + for (l = (temp & (~7)); l < temp; ++l) + { + vec_t rowA1 = *(vec_t *) & AO[l<<1]; + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf32gerpp(&acc0, rowA1, rowB1); + } + SAVE_ACC_COMPLEX_11 + AO += temp<<1; + BO += temp<<1; + CO += 2; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (1, 1) +#endif + } +#if defined(TRMMKERNEL) && !defined(LEFT) + off += 1; // number of values in A +#endif + B += k << 1; + } + return 0; +} diff --git a/kernel/power/zgemm_kernel_power10.c b/kernel/power/zgemm_kernel_power10.c new file mode 100644 index 0000000000..e4e609067c --- /dev/null +++ b/kernel/power/zgemm_kernel_power10.c @@ -0,0 +1,761 @@ +/********************************************************************************* +Copyright (c) 2020, The OpenBLAS Project +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. +3. Neither the name of the OpenBLAS project nor the names of +its contributors may be used to endorse or promote products +derived from this software without specific prior written permission. +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "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 OPENBLAS PROJECT 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. +**********************************************************************************/ +#include "common.h" +#include + +typedef __vector unsigned char vec_t; +typedef FLOAT v4sf_t __attribute__ ((vector_size (16))); + +#define SET_ACC_ZERO() \ + __builtin_mma_xxsetaccz (&acc0); \ + __builtin_mma_xxsetaccz (&acc1); \ + __builtin_mma_xxsetaccz (&acc2); \ + __builtin_mma_xxsetaccz (&acc3); \ + __builtin_mma_xxsetaccz (&acc4); \ + __builtin_mma_xxsetaccz (&acc5); \ + __builtin_mma_xxsetaccz (&acc6); \ + __builtin_mma_xxsetaccz (&acc7); + +#if (defined(NN) || defined(NT) || defined(TN) || defined(TT)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr - _aibi; _imag = _arbi + _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr - _aibi; _imag += _arbi + _aibr; } +#endif + +#if (defined(NR) || defined(NC) || defined(TR) || defined(TC)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr + _aibi; _imag = -_arbi + _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr + _aibi; _imag += -_arbi + _aibr; } +#endif + +#if (defined(RN) || defined(RT) || defined(CN) || defined(CT)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr + _aibi; _imag = _arbi - _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr + _aibi; _imag += _arbi - _aibr; } +#endif + +#if (defined(RR) || defined(RC) || defined(CR) || defined(CC)) +#define COMP_MUL(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real = _arbr - _aibi; _imag = -_arbi - _aibr; } +#define COMP_MAC(_real, _arbr, _aibi, _imag, _arbi, _aibr) { _real += _arbr - _aibi; _imag += -_arbi - _aibr; } +#endif + +#if defined(TRMMKERNEL) +#define A_OP = +#else +#define A_OP += +#endif + +#define BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + __builtin_mma_disassemble_acc ((void *)result, &acc0); \ + __builtin_mma_disassemble_acc ((void *)&result[4], &acc1); \ + __builtin_mma_disassemble_acc ((void *)&result[8], &acc2); \ + __builtin_mma_disassemble_acc ((void *)&result[12], &acc3); \ + __builtin_mma_disassemble_acc ((void *)&result[16], &acc4); \ + __builtin_mma_disassemble_acc ((void *)&result[20], &acc5); \ + __builtin_mma_disassemble_acc ((void *)&result[24], &acc6); \ + __builtin_mma_disassemble_acc ((void *)&result[28], &acc7); + +#define SAVE_ACC_COMPLEX_11 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \ + COMP_MAC(tr[0], res[ 8], res[11], ti[0], res[ 9], res[10]) \ + COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \ + COMP_MAC(tr[0], res[24], res[27], ti[0], res[25], res[26]) \ + COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \ + COMP_MAC(tr[0], res[40], res[43], ti[0], res[41], res[42]) \ + COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \ + COMP_MAC(tr[0], res[56], res[59], ti[0], res[57], res[58]) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; + +#define SAVE_ACC_COMPLEX_12 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \ + COMP_MUL(tr[1], res[ 8], res[11], ti[1], res[ 9], res[10]) \ + COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \ + COMP_MAC(tr[1], res[24], res[27], ti[1], res[25], res[26]) \ + COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \ + COMP_MAC(tr[1], res[40], res[43], ti[1], res[41], res[42]) \ + COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \ + COMP_MAC(tr[1], res[56], res[59], ti[1], res[57], res[58]) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2*ldc+0] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[2*ldc+1] A_OP ti[1] * alpha_r + tr[1] * alpha_i; + +#define SAVE_ACC_COMPLEX_21_1 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \ + COMP_MUL(tr[1], res[ 4], res[ 7], ti[1], res[ 5], res[ 6]) \ + COMP_MAC(tr[0], res[ 8], res[11], ti[0], res[ 9], res[10]) \ + COMP_MAC(tr[1], res[12], res[15], ti[1], res[13], res[14]) \ + COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \ + COMP_MAC(tr[1], res[20], res[23], ti[1], res[21], res[22]) \ + COMP_MAC(tr[0], res[24], res[27], ti[0], res[25], res[26]) \ + COMP_MAC(tr[1], res[28], res[31], ti[1], res[29], res[30]) \ + COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \ + COMP_MAC(tr[1], res[36], res[39], ti[1], res[37], res[38]) \ + COMP_MAC(tr[0], res[40], res[43], ti[0], res[41], res[42]) \ + COMP_MAC(tr[1], res[44], res[47], ti[1], res[45], res[46]) \ + COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \ + COMP_MAC(tr[1], res[52], res[55], ti[1], res[53], res[54]) \ + COMP_MAC(tr[0], res[56], res[59], ti[0], res[57], res[58]) \ + COMP_MAC(tr[1], res[60], res[63], ti[1], res[61], res[62]) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; + +#define SAVE_ACC_COMPLEX_21_2 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \ + COMP_MUL(tr[1], res[ 4], res[ 7], ti[1], res[ 5], res[ 6]) \ + COMP_MUL(tr[2], res[ 8], res[11], ti[2], res[ 9], res[10]) \ + COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14]) \ + COMP_MAC(tr[0], res[16], res[19], ti[0], res[17], res[18]) \ + COMP_MAC(tr[1], res[20], res[23], ti[1], res[21], res[22]) \ + COMP_MAC(tr[2], res[24], res[27], ti[2], res[25], res[26]) \ + COMP_MAC(tr[3], res[28], res[31], ti[3], res[29], res[30]) \ + COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \ + COMP_MAC(tr[1], res[36], res[39], ti[1], res[37], res[38]) \ + COMP_MAC(tr[2], res[40], res[43], ti[2], res[41], res[42]) \ + COMP_MAC(tr[3], res[44], res[47], ti[3], res[45], res[46]) \ + COMP_MAC(tr[0], res[48], res[51], ti[0], res[49], res[50]) \ + COMP_MAC(tr[1], res[52], res[55], ti[1], res[53], res[54]) \ + COMP_MAC(tr[2], res[56], res[59], ti[2], res[57], res[58]) \ + COMP_MAC(tr[3], res[60], res[63], ti[3], res[61], res[62]) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_21_4 \ + BUILTIN_MMA_DISASSEMBLE_ACC_8 \ + COMP_MUL(tr[0], res[ 0], res[ 3], ti[0], res[ 1], res[ 2]) \ + COMP_MUL(tr[1], res[ 4], res[ 7], ti[1], res[ 5], res[ 6]) \ + COMP_MUL(tr[2], res[ 8], res[11], ti[2], res[ 9], res[10]) \ + COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14]) \ + COMP_MUL(tr[4], res[16], res[19], ti[4], res[17], res[18]) \ + COMP_MUL(tr[5], res[20], res[23], ti[5], res[21], res[22]) \ + COMP_MUL(tr[6], res[24], res[27], ti[6], res[25], res[26]) \ + COMP_MUL(tr[7], res[28], res[31], ti[7], res[29], res[30]) \ + COMP_MAC(tr[0], res[32], res[35], ti[0], res[33], res[34]) \ + COMP_MAC(tr[1], res[36], res[39], ti[1], res[37], res[38]) \ + COMP_MAC(tr[2], res[40], res[43], ti[2], res[41], res[42]) \ + COMP_MAC(tr[3], res[44], res[47], ti[3], res[45], res[46]) \ + COMP_MAC(tr[4], res[48], res[51], ti[4], res[49], res[50]) \ + COMP_MAC(tr[5], res[52], res[55], ti[5], res[53], res[54]) \ + COMP_MAC(tr[6], res[56], res[59], ti[6], res[57], res[58]) \ + COMP_MAC(tr[7], res[60], res[63], ti[7], res[61], res[62]) \ + CO[ 0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[ 1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[ 2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[ 3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[ 4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[ 5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[ 6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[ 7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; \ + CO[ 8] A_OP tr[4] * alpha_r - ti[4] * alpha_i; \ + CO[ 9] A_OP ti[4] * alpha_r + tr[4] * alpha_i; \ + CO[10] A_OP tr[5] * alpha_r - ti[5] * alpha_i; \ + CO[11] A_OP ti[5] * alpha_r + tr[5] * alpha_i; \ + CO[12] A_OP tr[6] * alpha_r - ti[6] * alpha_i; \ + CO[13] A_OP ti[6] * alpha_r + tr[6] * alpha_i; \ + CO[14] A_OP tr[7] * alpha_r - ti[7] * alpha_i; \ + CO[15] A_OP ti[7] * alpha_r + tr[7] * alpha_i; + +#define SAVE_ACC_COMPLEX_22_1 \ + __builtin_mma_disassemble_acc ((void *)result, &acc0); \ + __builtin_mma_disassemble_acc ((void *)(&result[4]), &acc1); \ + COMP_MUL(tr[0], res[0], res[3], ti[0], res[1], res[2]) \ + COMP_MUL(tr[1], res[4], res[7], ti[1], res[5], res[6]) \ + COMP_MUL(tr[2], res[8], res[11], ti[2], res[9], res[10]) \ + COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14] ) \ + CO[0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define SAVE_ACC_COMPLEX_22_2(ACC1, ACC2, CI) \ + __builtin_mma_disassemble_acc ((void *)result, ACC1); \ + __builtin_mma_disassemble_acc ((void *)(&result[4]), ACC2); \ + COMP_MUL(tr[0], res[0], res[3], ti[0], res[1], res[2]) \ + COMP_MUL(tr[1], res[4], res[7], ti[1], res[5], res[6]) \ + COMP_MUL(tr[2], res[8], res[11], ti[2], res[9], res[10]) \ + COMP_MUL(tr[3], res[12], res[15], ti[3], res[13], res[14]) \ + CO[CI+0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; \ + CO[CI+1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; \ + CO[CI+2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; \ + CO[CI+3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; \ + CO[2*ldc+CI+0] A_OP tr[2] * alpha_r - ti[2] * alpha_i; \ + CO[2*ldc+CI+1] A_OP ti[2] * alpha_r + tr[2] * alpha_i; \ + CO[2*ldc+CI+2] A_OP tr[3] * alpha_r - ti[3] * alpha_i; \ + CO[2*ldc+CI+3] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + +#define PREFETCH1(x, y) asm volatile ("dcbt %0, %1" : : "r" (x), "b" (y) : "memory"); + +#if (defined(LEFT) && !defined(TRANSA)) || (!defined(LEFT) && defined(TRANSA)) +#define REFRESH_TEMP_BK(x, y) \ + temp = k - off; +#elif defined(LEFT) +#define REFRESH_TEMP_BK(x, y) \ + temp = off + x; +#else +#define REFRESH_TEMP_BK(x, y) \ + temp = off + y; +#endif +#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA)) +#define REFRESH_POINTERS(x, y) \ + BO = B; \ + REFRESH_TEMP_BK(x, y) +#else +#define REFRESH_POINTERS(x, y) \ + AO += off * (2*x); \ + BO = B + off * (2*y); \ + REFRESH_TEMP_BK(x, y) +#endif + +#ifdef LEFT +#define REFRESH_OFF(x) \ + off += x; +#else +#define REFRESH_OFF(x) +#endif + +#ifdef LEFT +#define UPDATE_TEMP(x, y) \ + temp -= x; +#else +#define UPDATE_TEMP(x, y) \ + temp -= y; +#endif + +#if (defined(LEFT) && defined(TRANSA)) || (!defined(LEFT) && !defined(TRANSA)) +#define REFRESH_TMP_AFTER_SAVE(x, y) \ + temp = k - off; \ + UPDATE_TEMP(x, y) \ + AO += temp * (2*x); \ + BO += temp * (2*y); +#else +#define REFRESH_TMP_AFTER_SAVE(x, y) +#endif + +#define REFRESH_AFTER_SAVE(x,y) \ + REFRESH_TMP_AFTER_SAVE(x, y) \ + REFRESH_OFF(x) +/************************************************************************************* +* GEMM Kernel +*************************************************************************************/ +int +CNAME (BLASLONG m, BLASLONG n, BLASLONG k, FLOAT alpha_r, FLOAT alpha_i, FLOAT * A, FLOAT * B, + FLOAT * C, BLASLONG ldc +#ifdef TRMMKERNEL + , BLASLONG offset +#endif + ) +{ + BLASLONG i1, i, l, temp; + FLOAT *AO, *BO, *CO; +#if defined(TRMMKERNEL) + BLASLONG off; +#endif +#if defined(TRMMKERNEL) && !defined(LEFT) + off = -offset; +#endif + __vector_quad acc0, acc1, acc2, acc3, acc4, acc5, acc6, acc7; + + v4sf_t result[32]; + FLOAT *res, tr[16], ti[16]; + res = (FLOAT *) result; + + for (i1 = 0; i1 < (n >> 1); i1++) + { +#if defined(TRMMKERNEL) && defined(LEFT) + off = offset; +#endif + AO = A; + CO = C; + C += ldc<<2; + for (i = 0; i < (m >> 3); i++) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (8, 2) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<4])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<4)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<4)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<4)+12])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB1); + __builtin_mma_xvf64gerpp(&acc4, rowA1, rowB2); + __builtin_mma_xvf64gerpp(&acc5, rowA2, rowB2); + __builtin_mma_xvf64gerpp(&acc6, rowA3, rowB2); + __builtin_mma_xvf64gerpp(&acc7, rowA4, rowB2); + } + __builtin_mma_disassemble_acc ((void *)result, &acc0); + __builtin_mma_disassemble_acc ((void *)(&result[ 4]), &acc1); + __builtin_mma_disassemble_acc ((void *)(&result[ 8]), &acc2); + __builtin_mma_disassemble_acc ((void *)(&result[12]), &acc3); + __builtin_mma_disassemble_acc ((void *)(&result[16]), &acc4); + __builtin_mma_disassemble_acc ((void *)(&result[20]), &acc5); + __builtin_mma_disassemble_acc ((void *)(&result[24]), &acc6); + __builtin_mma_disassemble_acc ((void *)(&result[28]), &acc7); + COMP_MUL(tr[ 0], res[ 0], res[ 3], ti[ 0], res[ 1], res[ 2]) + COMP_MUL(tr[ 1], res[ 4], res[ 7], ti[ 1], res[ 5], res[ 6]) + COMP_MUL(tr[ 2], res[ 8], res[11], ti[ 2], res[ 9], res[10]) + COMP_MUL(tr[ 3], res[12], res[15], ti[ 3], res[13], res[14]) + COMP_MUL(tr[ 4], res[16], res[19], ti[ 4], res[17], res[18]) + COMP_MUL(tr[ 5], res[20], res[23], ti[ 5], res[21], res[22]) + COMP_MUL(tr[ 6], res[24], res[27], ti[ 6], res[25], res[26]) + COMP_MUL(tr[ 7], res[28], res[31], ti[ 7], res[29], res[30]) + COMP_MUL(tr[ 8], res[32], res[35], ti[ 8], res[33], res[34]) + COMP_MUL(tr[ 9], res[36], res[39], ti[ 9], res[37], res[38]) + COMP_MUL(tr[10], res[40], res[43], ti[10], res[41], res[42]) + COMP_MUL(tr[11], res[44], res[47], ti[11], res[45], res[46]) + COMP_MUL(tr[12], res[48], res[51], ti[12], res[49], res[50]) + COMP_MUL(tr[13], res[52], res[55], ti[13], res[53], res[54]) + COMP_MUL(tr[14], res[56], res[59], ti[14], res[57], res[58]) + COMP_MUL(tr[15], res[60], res[63], ti[15], res[61], res[62]) + CO[ 0] A_OP tr[0] * alpha_r - ti[0] * alpha_i; + CO[ 1] A_OP ti[0] * alpha_r + tr[0] * alpha_i; + CO[ 2] A_OP tr[1] * alpha_r - ti[1] * alpha_i; + CO[ 3] A_OP ti[1] * alpha_r + tr[1] * alpha_i; + CO[ 4] A_OP tr[2] * alpha_r - ti[2] * alpha_i; + CO[ 5] A_OP ti[2] * alpha_r + tr[2] * alpha_i; + CO[ 6] A_OP tr[3] * alpha_r - ti[3] * alpha_i; + CO[ 7] A_OP ti[3] * alpha_r + tr[3] * alpha_i; + CO[ 8] A_OP tr[4] * alpha_r - ti[4] * alpha_i; + CO[ 9] A_OP ti[4] * alpha_r + tr[4] * alpha_i; + CO[10] A_OP tr[5] * alpha_r - ti[5] * alpha_i; + CO[11] A_OP ti[5] * alpha_r + tr[5] * alpha_i; + CO[12] A_OP tr[6] * alpha_r - ti[6] * alpha_i; + CO[13] A_OP ti[6] * alpha_r + tr[6] * alpha_i; + CO[14] A_OP tr[7] * alpha_r - ti[7] * alpha_i; + CO[15] A_OP ti[7] * alpha_r + tr[7] * alpha_i; + CO[2*ldc+ 0] A_OP tr[ 8] * alpha_r - ti[ 8] * alpha_i; + CO[2*ldc+ 1] A_OP ti[ 8] * alpha_r + tr[ 8] * alpha_i; + CO[2*ldc+ 2] A_OP tr[ 9] * alpha_r - ti[ 9] * alpha_i; + CO[2*ldc+ 3] A_OP ti[ 9] * alpha_r + tr[ 9] * alpha_i; + CO[2*ldc+ 4] A_OP tr[10] * alpha_r - ti[10] * alpha_i; + CO[2*ldc+ 5] A_OP ti[10] * alpha_r + tr[10] * alpha_i; + CO[2*ldc+ 6] A_OP tr[11] * alpha_r - ti[11] * alpha_i; + CO[2*ldc+ 7] A_OP ti[11] * alpha_r + tr[11] * alpha_i; + CO[2*ldc+ 8] A_OP tr[12] * alpha_r - ti[12] * alpha_i; + CO[2*ldc+ 9] A_OP ti[12] * alpha_r + tr[12] * alpha_i; + CO[2*ldc+10] A_OP tr[13] * alpha_r - ti[13] * alpha_i; + CO[2*ldc+11] A_OP ti[13] * alpha_r + tr[13] * alpha_i; + CO[2*ldc+12] A_OP tr[14] * alpha_r - ti[14] * alpha_i; + CO[2*ldc+13] A_OP ti[14] * alpha_r + tr[14] * alpha_i; + CO[2*ldc+14] A_OP tr[15] * alpha_r - ti[15] * alpha_i; + CO[2*ldc+15] A_OP ti[15] * alpha_r + tr[15] * alpha_i; + + AO += temp << 4; + BO += temp << 2; + CO += 16; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (8, 2) +#endif + } + if (m & 4) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (4, 2) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~1)); l+=2) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<3)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<3)+12])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<2)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<2)+6]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf64gerpp(&acc2, rowA1, rowB2); + __builtin_mma_xvf64gerpp(&acc3, rowA2, rowB2); + __builtin_mma_xvf64gerpp(&acc0, rowA3, rowB3); + __builtin_mma_xvf64gerpp(&acc1, rowA4, rowB3); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB4); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB4); + } + for (l = (temp & (~1)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf64gerpp(&acc2, rowA1, rowB2); + __builtin_mma_xvf64gerpp(&acc3, rowA2, rowB2); + } + SAVE_ACC_COMPLEX_22_2(&acc0, &acc2, 0) + SAVE_ACC_COMPLEX_22_2(&acc1, &acc3, 4) + AO += temp << 3; + BO += temp << 2; + CO += 8; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (4, 2) +#endif + } + if (m & 2) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (2, 2) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<2)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<2)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<2)+12])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<2)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<2)+6]; + vec_t rowB5 = *(vec_t *) & BO[(l<<2)+8]; + vec_t rowB6 = *(vec_t *) & BO[(l<<2)+10]; + vec_t rowB7 = *(vec_t *) & BO[(l<<2)+12]; + vec_t rowB8 = *(vec_t *) & BO[(l<<2)+14]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2); + __builtin_mma_xvf64gerpp(&acc0, rowA2, rowB3); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB4); + __builtin_mma_xvf64gerpp(&acc0, rowA3, rowB5); + __builtin_mma_xvf64gerpp(&acc1, rowA3, rowB6); + __builtin_mma_xvf64gerpp(&acc0, rowA4, rowB7); + __builtin_mma_xvf64gerpp(&acc1, rowA4, rowB8); + } + for (l = (temp & (~3)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2); + } + SAVE_ACC_COMPLEX_22_1 + AO += temp << 2; + BO += temp << 2; + CO += 4; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (2, 2) +#endif + } + if (m & 1) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (1, 2) +#else + BO = B; + temp = k; +#endif + // RIP OUT MMA STUFF! + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<1)+2])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<1)+4])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<1)+6])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<2)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<2)+6]; + vec_t rowB5 = *(vec_t *) & BO[(l<<2)+8]; + vec_t rowB6 = *(vec_t *) & BO[(l<<2)+10]; + vec_t rowB7 = *(vec_t *) & BO[(l<<2)+12]; + vec_t rowB8 = *(vec_t *) & BO[(l<<2)+14]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2); + __builtin_mma_xvf64gerpp(&acc0, rowA2, rowB3); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB4); + __builtin_mma_xvf64gerpp(&acc0, rowA3, rowB5); + __builtin_mma_xvf64gerpp(&acc1, rowA3, rowB6); + __builtin_mma_xvf64gerpp(&acc0, rowA4, rowB7); + __builtin_mma_xvf64gerpp(&acc1, rowA4, rowB8); + } + for (l = (temp & (~3)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1])); + vec_t rowB1 = *(vec_t *) & BO[l<<2]; + vec_t rowB2 = *(vec_t *) & BO[(l<<2)+2]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA1, rowB2); + } + SAVE_ACC_COMPLEX_12 + AO += temp << 1; + BO += temp << 2; + CO += 2; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (1, 2) +#endif + } +#if defined(TRMMKERNEL) && !defined(LEFT) + off += 2; // number of values in A +#endif + B += k << 2; + } + if (n & 1) + { +#if defined(TRMMKERNEL) && defined(LEFT) + off = offset; +#endif + AO = A; + CO = C; + C += ldc<<1; + for (i = 0; i < (m >> 3); i++) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (8, 1) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~1)); l+=2) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<4])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<4)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<4)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<4)+12])); + __vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<4)+16])); + __vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<4)+20])); + __vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<4)+24])); + __vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<4)+28])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB1); + __builtin_mma_xvf64gerpp(&acc0, rowA5, rowB2); + __builtin_mma_xvf64gerpp(&acc1, rowA6, rowB2); + __builtin_mma_xvf64gerpp(&acc2, rowA7, rowB2); + __builtin_mma_xvf64gerpp(&acc3, rowA8, rowB2); + } + for (l = (temp & (~1)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<4])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<4)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<4)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<4)+12])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB1); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB1); + } + SAVE_ACC_COMPLEX_21_4 + + AO += temp << 4; + BO += temp << 1; + CO += 16; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (8, 1) +#endif + } + if (m & 4) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (4, 1) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~3)); l+=4) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<3)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<3)+12])); + __vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<3)+16])); + __vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<3)+20])); + __vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<3)+24])); + __vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<3)+28])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB2); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB2); + __builtin_mma_xvf64gerpp(&acc4, rowA5, rowB3); + __builtin_mma_xvf64gerpp(&acc5, rowA6, rowB3); + __builtin_mma_xvf64gerpp(&acc6, rowA7, rowB4); + __builtin_mma_xvf64gerpp(&acc7, rowA8, rowB4); + } + for (l = (temp & (~3)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<3])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<3)+4])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB1); + } + SAVE_ACC_COMPLEX_21_2 + AO += temp << 3; + BO += temp << 1; + CO += 8; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (4, 1) +#endif + } if (m & 2) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (2, 1) +#else + BO = B; + temp = k; +#endif + SET_ACC_ZERO() + for (l = 0; l < (temp & (~7)); l+=8) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<2)+4])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<2)+8])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<2)+12])); + __vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<2)+16])); + __vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<2)+20])); + __vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<2)+24])); + __vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<2)+28])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6]; + vec_t rowB5 = *(vec_t *) & BO[(l<<1)+8]; + vec_t rowB6 = *(vec_t *) & BO[(l<<1)+10]; + vec_t rowB7 = *(vec_t *) & BO[(l<<1)+12]; + vec_t rowB8 = *(vec_t *) & BO[(l<<1)+14]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB2); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB3); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB4); + __builtin_mma_xvf64gerpp(&acc4, rowA5, rowB5); + __builtin_mma_xvf64gerpp(&acc5, rowA6, rowB6); + __builtin_mma_xvf64gerpp(&acc6, rowA7, rowB7); + __builtin_mma_xvf64gerpp(&acc7, rowA8, rowB8); + } + for (l = (temp & (~7)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<2])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + } + SAVE_ACC_COMPLEX_21_1 + AO += temp << 2; + BO += temp << 1; + CO += 4; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (2, 1) +#endif + } + if (m & 1) + { +#if defined(TRMMKERNEL) + REFRESH_POINTERS (1, 1) +#else + BO = B; + temp = k; +#endif + // RIP OUT MMA STUFF! + SET_ACC_ZERO() + for (l = 0; l < (temp & (~7)); l+=8) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1])); + __vector_pair rowA2 = *((__vector_pair *)((void *)&AO[(l<<1)+2])); + __vector_pair rowA3 = *((__vector_pair *)((void *)&AO[(l<<1)+4])); + __vector_pair rowA4 = *((__vector_pair *)((void *)&AO[(l<<1)+6])); + __vector_pair rowA5 = *((__vector_pair *)((void *)&AO[(l<<1)+8])); + __vector_pair rowA6 = *((__vector_pair *)((void *)&AO[(l<<1)+10])); + __vector_pair rowA7 = *((__vector_pair *)((void *)&AO[(l<<1)+12])); + __vector_pair rowA8 = *((__vector_pair *)((void *)&AO[(l<<1)+14])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + vec_t rowB2 = *(vec_t *) & BO[(l<<1)+2]; + vec_t rowB3 = *(vec_t *) & BO[(l<<1)+4]; + vec_t rowB4 = *(vec_t *) & BO[(l<<1)+6]; + vec_t rowB5 = *(vec_t *) & BO[(l<<1)+8]; + vec_t rowB6 = *(vec_t *) & BO[(l<<1)+10]; + vec_t rowB7 = *(vec_t *) & BO[(l<<1)+12]; + vec_t rowB8 = *(vec_t *) & BO[(l<<1)+14]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + __builtin_mma_xvf64gerpp(&acc1, rowA2, rowB2); + __builtin_mma_xvf64gerpp(&acc2, rowA3, rowB3); + __builtin_mma_xvf64gerpp(&acc3, rowA4, rowB4); + __builtin_mma_xvf64gerpp(&acc4, rowA5, rowB5); + __builtin_mma_xvf64gerpp(&acc5, rowA6, rowB6); + __builtin_mma_xvf64gerpp(&acc6, rowA7, rowB7); + __builtin_mma_xvf64gerpp(&acc7, rowA8, rowB8); + } + for (l = (temp & (~7)); l < temp; ++l) + { + __vector_pair rowA1 = *((__vector_pair *)((void *)&AO[l<<1])); + vec_t rowB1 = *(vec_t *) & BO[l<<1]; + __builtin_mma_xvf64gerpp(&acc0, rowA1, rowB1); + } + SAVE_ACC_COMPLEX_11 + AO += temp << 1; + BO += temp << 1; + CO += 2; +#if defined(TRMMKERNEL) + REFRESH_AFTER_SAVE (1, 1) +#endif + } +#if defined(TRMMKERNEL) && !defined(LEFT) + off += 1; // number of values in A +#endif + B += k << 1; + } + return 0; +}