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OpenBLAS/kernel/power/sgemm_kernel_power10.c
T
Amrita H S 831b822b94 Fix incorrect inline assembly constraints in dcbt prefetch instructions 
Corrected the register constraints for the PowerPC dcbt (Data Cache Block
Touch) instruction in Power10 kernel implementations. The dcbt instruction
has special behavior where if the first operand (RA) is r0, it uses the
value 0 instead of the register contents. Therefore, RA must use the "b"
constraint (any GPR except r0), while RB can use "r" (any GPR including r0).

Changes:
- Changed first operand constraint from "r" to "b" to exclude r0
- Changed second operand constraint from "b" to "r" for flexibility

This ensures correct prefetch behavior and compliance with PowerPC ISA
specifications, preventing potential issues where r0 might be incorrectly
used as the base address register.

Signed-off-by: Amrita H S <amritahs@linux.vnet.ibm.com>
2026-06-04 01:49:08 -05:00

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/*********************************************************************************
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 <altivec.h>
typedef __vector unsigned char vec_t;
typedef FLOAT v4sf_t __attribute__ ((vector_size (16)));
typedef FLOAT v2sf_t __attribute__ ((vector_size (8)));
#if defined(TRMMKERNEL)
#define SAVE_ACC(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v4sf_t *) &CO[0* ldc+J]; \
rowC[0] = result[0] * alpha; \
rowC = (v4sf_t *) &CO[1*ldc+J]; \
rowC[0] = result[1] * alpha; \
rowC = (v4sf_t *) &CO[2*ldc+J]; \
rowC[0] = result[2] * alpha; \
rowC = (v4sf_t *) &CO[3*ldc+J]; \
rowC[0] = result[3] * alpha;
#define SAVE_ACC1(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v4sf_t *) &CO[4* ldc+J]; \
rowC[0] = result[0] * alpha; \
rowC = (v4sf_t *) &CO[5*ldc+J]; \
rowC[0] = result[1] * alpha; \
rowC = (v4sf_t *) &CO[6*ldc+J]; \
rowC[0] = result[2] * alpha; \
rowC = (v4sf_t *) &CO[7*ldc+J]; \
rowC[0] = result[3] * alpha;
#define SAVE4x2_ACC(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v2sf_t *) &CO[0* ldc+J]; \
rowC[0] = result[0] * alpha; \
rowC = (v2sf_t *) &CO[1* ldc+J]; \
rowC[0] = result[2] * alpha; \
rowC = (v2sf_t *) &CO[2* ldc+J]; \
rowC[0] = result[4] * alpha; \
rowC = (v2sf_t *) &CO[3* ldc+J]; \
rowC[0] = result[6] * alpha;
#define SAVE4x2_ACC1(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v2sf_t *) &CO[4* ldc+J]; \
rowC[0] = result[0] * alpha; \
rowC = (v2sf_t *) &CO[5* ldc+J]; \
rowC[0] = result[2] * alpha; \
rowC = (v2sf_t *) &CO[6* ldc+J]; \
rowC[0] = result[4] * alpha; \
rowC = (v2sf_t *) &CO[7* ldc+J]; \
rowC[0] = result[6] * alpha;
#define SAVE2x4_ACC(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v4sf_t *) &CO[0* ldc+J]; \
rowC[0] = result[0] * alpha; \
rowC = (v4sf_t *) &CO[1* ldc+J]; \
rowC[0] = result[1] * alpha;
#else
#define SAVE_ACC(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v4sf_t *) &CO[0* ldc+J]; \
rowC[0] += result[0] * alpha; \
rowC = (v4sf_t *) &CO[1*ldc+J]; \
rowC[0] += result[1] * alpha; \
rowC = (v4sf_t *) &CO[2*ldc+J]; \
rowC[0] += result[2] * alpha; \
rowC = (v4sf_t *) &CO[3*ldc+J]; \
rowC[0] += result[3] * alpha;
#define SAVE_ACC1(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v4sf_t *) &CO[4* ldc+J]; \
rowC[0] += result[0] * alpha; \
rowC = (v4sf_t *) &CO[5*ldc+J]; \
rowC[0] += result[1] * alpha; \
rowC = (v4sf_t *) &CO[6*ldc+J]; \
rowC[0] += result[2] * alpha; \
rowC = (v4sf_t *) &CO[7*ldc+J]; \
rowC[0] += result[3] * alpha;
#define SAVE4x2_ACC(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v2sf_t *) &CO[0* ldc+J]; \
rowC[0] += result[0] * alpha; \
rowC = (v2sf_t *) &CO[1* ldc+J]; \
rowC[0] += result[2] * alpha; \
rowC = (v2sf_t *) &CO[2* ldc+J]; \
rowC[0] += result[4] * alpha; \
rowC = (v2sf_t *) &CO[3* ldc+J]; \
rowC[0] += result[6] * alpha;
#define SAVE4x2_ACC1(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v2sf_t *) &CO[4* ldc+J]; \
rowC[0] += result[0] * alpha; \
rowC = (v2sf_t *) &CO[5* ldc+J]; \
rowC[0] += result[2] * alpha; \
rowC = (v2sf_t *) &CO[6* ldc+J]; \
rowC[0] += result[4] * alpha; \
rowC = (v2sf_t *) &CO[7* ldc+J]; \
rowC[0] += result[6] * alpha;
#define SAVE2x4_ACC(ACC, J) \
__builtin_mma_disassemble_acc ((void *)result, ACC); \
rowC = (v4sf_t *) &CO[0* ldc+J]; \
rowC[0] += result[0] * alpha; \
rowC = (v4sf_t *) &CO[1* ldc+J]; \
rowC[0] += result[1] * alpha;
#endif
#define KERNEL(i, j) \
__builtin_mma_xvf32gerpp (&acc0, rowB[i], rowA[j]); \
__builtin_mma_xvf32gerpp (&acc1, rowB[i+1], rowA[j]); \
__builtin_mma_xvf32gerpp (&acc2, rowB[i], rowA[j+1]); \
__builtin_mma_xvf32gerpp (&acc3, rowB[i+1], rowA[j+1]); \
__builtin_mma_xvf32gerpp (&acc4, rowB[i], rowA[j+2]); \
__builtin_mma_xvf32gerpp (&acc5, rowB[i+1], rowA[j+2]); \
__builtin_mma_xvf32gerpp (&acc6, rowB[i], rowA[j+3]); \
__builtin_mma_xvf32gerpp (&acc7, rowB[i+1], rowA[j+3]);
#define PREFETCH1(x, y) asm volatile ("dcbt %0, %1" : : "b" (x), "r" (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 * x; \
BO = B + off * 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 * x; \
BO += temp * 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, FLOAT * A, FLOAT * B,
FLOAT * C, BLASLONG ldc
#ifdef TRMMKERNEL
, BLASLONG offset
#endif
)
{
BLASLONG i1;
#if defined(TRMMKERNEL)
BLASLONG off;
#endif
#if defined(TRMMKERNEL) && !defined(LEFT)
off = -offset;
#endif
v4sf_t valpha = { alpha, alpha, alpha, alpha };
for (i1 = 0; i1 < (n >> 3); i1++)
{
BLASLONG j, temp;
FLOAT *CO;
FLOAT *AO;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
CO = C;
C += ldc << 3;
AO = A;
PREFETCH1 (A, 128);
PREFETCH1 (A, 256);
for (j = 0; j < (m >> 4); j++)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (16, 8);
#else
BO = B;
temp = k;
#endif
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1, acc2, acc3, acc4, acc5, acc6, acc7;
BLASLONG l = 0;
vec_t *rowA1 = (vec_t *) & AO[0];
vec_t *rowB1 = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB1[0], rowA1[0]);
__builtin_mma_xvf32ger (&acc1, rowB1[1], rowA1[0]);
__builtin_mma_xvf32ger (&acc2, rowB1[0], rowA1[1]);
__builtin_mma_xvf32ger (&acc3, rowB1[1], rowA1[1]);
__builtin_mma_xvf32ger (&acc4, rowB1[0], rowA1[2]);
__builtin_mma_xvf32ger (&acc5, rowB1[1], rowA1[2]);
__builtin_mma_xvf32ger (&acc6, rowB1[0], rowA1[3]);
__builtin_mma_xvf32ger (&acc7, rowB1[1], rowA1[3]);
AO += 16;
BO += 8;
temp--;
BLASLONG K = temp / 16;
for (l = 0; l < K; l++)
{
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
KERNEL (0, 0);
KERNEL (2, 4);
KERNEL (4, 8);
KERNEL (6, 12);
KERNEL (8, 16);
KERNEL (10, 20);
KERNEL (12, 24);
KERNEL (14, 28);
KERNEL (16, 32);
KERNEL (18, 36);
KERNEL (20, 40);
KERNEL (22, 44);
KERNEL (24, 48);
KERNEL (26, 52);
KERNEL (28, 56);
KERNEL (30, 60);
AO += 256;
BO += 128;
}
if ((temp & 15) >> 3)
{
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
KERNEL (0, 0);
KERNEL (2, 4);
KERNEL (4, 8);
KERNEL (6, 12);
KERNEL (8, 16);
KERNEL (10, 20);
KERNEL (12, 24);
KERNEL (14, 28);
AO += 128;
BO += 64;
}
if ((temp & 7) >> 2)
{
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
KERNEL (0, 0);
KERNEL (2, 4);
KERNEL (4, 8);
KERNEL (6, 12);
AO += 64;
BO += 32;
}
if ((temp & 3) >> 1)
{
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
KERNEL (0, 0);
KERNEL (2, 4);
AO += 32;
BO += 16;
}
if ((temp & 1) >> 0)
{
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
KERNEL (0, 0);
AO += 16;
BO += 8;
}
SAVE_ACC (&acc0, 0);
SAVE_ACC (&acc2, 4);
SAVE_ACC1 (&acc1, 0);
SAVE_ACC1 (&acc3, 4);
SAVE_ACC (&acc4, 8);
SAVE_ACC (&acc6, 12);
SAVE_ACC1 (&acc5, 8);
SAVE_ACC1 (&acc7, 12);
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (16, 8)
#endif
CO += 16;
}
if (m & 8)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (8, 8);
#else
BO = B;
temp = k;
#endif
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1, acc2, acc3;
BLASLONG l = 0;
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[1], rowA[0]);
__builtin_mma_xvf32ger (&acc2, rowB[0], rowA[1]);
__builtin_mma_xvf32ger (&acc3, rowB[1], rowA[1]);
for (l = 1; l < temp; l++)
{
rowA = (vec_t *) & AO[l << 3];
rowB = (vec_t *) & BO[l << 3];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[1], rowA[0]);
__builtin_mma_xvf32gerpp (&acc2, rowB[0], rowA[1]);
__builtin_mma_xvf32gerpp (&acc3, rowB[1], rowA[1]);
}
SAVE_ACC (&acc0, 0);
SAVE_ACC (&acc2, 4);
SAVE_ACC1 (&acc1, 0);
SAVE_ACC1 (&acc3, 4);
AO += (temp << 3);
BO += (temp << 3);
CO += 8;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (8, 8)
#endif
}
if (m & 4)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (4, 8);
#else
BO = B;
temp = k;
#endif
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1;
BLASLONG l = 0;
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[1], rowA[0]);
for (l = 1; l < temp; l++)
{
rowA = (vec_t *) & AO[l << 2];
rowB = (vec_t *) & BO[l << 3];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[1], rowA[0]);
}
SAVE_ACC (&acc0, 0);
SAVE_ACC1 (&acc1, 0);
CO += 4;
AO += (temp << 2);
BO += (temp << 3);
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (4, 8)
#endif
}
if (m & 2)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (2, 8);
#else
BO = B;
temp = k;
#endif
v2sf_t *rowC;
v2sf_t result[8];
__vector_quad acc0, acc1;
BLASLONG l = 0;
FLOAT t[4] = { 0 };
t[0] = AO[0], t[1] = AO[1];
vec_t *rowA = (vec_t *) & t[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[1], rowA[0]);
for (l = 1; l < temp; l++)
{
t[0] = AO[l << 1], t[1] = AO[(l << 1) + 1];
rowA = (vec_t *) & t[0];
rowB = (vec_t *) & BO[l << 3];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[1], rowA[0]);
}
SAVE4x2_ACC (&acc0, 0);
SAVE4x2_ACC1 (&acc1, 0);
CO += 2;
AO += (temp << 1);
BO += (temp << 3);
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (2, 8)
#endif
}
if (m & 1)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (1, 8);
#else
BO = B;
temp = k;
#endif
BLASLONG l = 0;
v4sf_t t = { 0, 0, 0, 0 };
v4sf_t t1 = { 0, 0, 0, 0 };
for (l = 0; l < temp; l++)
{
v4sf_t rowA = { AO[l], AO[l], AO[l], AO[l] };
v4sf_t rowB = { BO[l << 3], BO[(l << 3) + 1], BO[(l << 3) + 2],
BO[(l << 3) + 3]
};
v4sf_t rowB1 =
{ BO[(l << 3) + 4], BO[(l << 3) + 5], BO[(l << 3) + 6],
BO[(l << 3) + 7]
};
t += rowA * rowB;
t1 += rowA * rowB1;
}
t = t * valpha;
t1 = t1 * valpha;
#if defined(TRMMKERNEL)
CO[0 * ldc] = t[0];
CO[1 * ldc] = t[1];
CO[2 * ldc] = t[2];
CO[3 * ldc] = t[3];
CO[4 * ldc] = t1[0];
CO[5 * ldc] = t1[1];
CO[6 * ldc] = t1[2];
CO[7 * ldc] = t1[3];
#else
CO[0 * ldc] += t[0];
CO[1 * ldc] += t[1];
CO[2 * ldc] += t[2];
CO[3 * ldc] += t[3];
CO[4 * ldc] += t1[0];
CO[5 * ldc] += t1[1];
CO[6 * ldc] += t1[2];
CO[7 * ldc] += t1[3];
#endif
CO += 1;
AO += temp;
BO += (temp << 3);
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (1, 8)
#endif
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 8; // number of values in A
#endif
B += k << 3;
}
if (n & 4)
{
BLASLONG i, j, temp;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
FLOAT *CO;
FLOAT *AO;
CO = C;
C += ldc << 2;
AO = A;
#if !defined(TRMMKERNEL)
i = m >> 5;
for (j = 0; j < i; j++)
{
FLOAT *BO = B;
v4sf_t *rowC;
v4sf_t result[4];
FLOAT *A1;
A1 = AO + (16 * k);
__vector_quad acc0, acc1, acc2, acc3, acc4, acc5, acc6, acc7;
BLASLONG l = 0;
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowA1 = (vec_t *) & A1[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32ger (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32ger (&acc3, rowB[0], rowA[3]);
__builtin_mma_xvf32ger (&acc4, rowB[0], rowA1[0]);
__builtin_mma_xvf32ger (&acc5, rowB[0], rowA1[1]);
__builtin_mma_xvf32ger (&acc6, rowB[0], rowA1[2]);
__builtin_mma_xvf32ger (&acc7, rowB[0], rowA1[3]);
for (l = 1; l < k; l++)
{
rowA = (vec_t *) & AO[l << 4];
rowA1 = (vec_t *) & A1[l << 4];
rowB = (vec_t *) & BO[l << 2];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32gerpp (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32gerpp (&acc3, rowB[0], rowA[3]);
__builtin_mma_xvf32gerpp (&acc4, rowB[0], rowA1[0]);
__builtin_mma_xvf32gerpp (&acc5, rowB[0], rowA1[1]);
__builtin_mma_xvf32gerpp (&acc6, rowB[0], rowA1[2]);
__builtin_mma_xvf32gerpp (&acc7, rowB[0], rowA1[3]);
}
SAVE_ACC (&acc0, 0);
SAVE_ACC (&acc1, 4);
CO += 8;
SAVE_ACC (&acc2, 0);
SAVE_ACC (&acc3, 4);
CO += 8;
SAVE_ACC (&acc4, 0);
SAVE_ACC (&acc5, 4);
CO += 8;
SAVE_ACC (&acc6, 0);
SAVE_ACC (&acc7, 4);
CO += 8;
AO += k << 5;
BO += k << 2;
}
i = (m & 31) >> 4;
#else
i = m >> 4;
#endif
for (j = 0; j < i; j++)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (16, 4);
#else
BO = B;
temp = k;
#endif
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1, acc2, acc3;
BLASLONG l = 0;
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32ger (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32ger (&acc3, rowB[0], rowA[3]);
for (l = 1; l < temp; l++)
{
rowA = (vec_t *) & AO[l << 4];
rowB = (vec_t *) & BO[l << 2];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32gerpp (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32gerpp (&acc3, rowB[0], rowA[3]);
}
SAVE_ACC (&acc0, 0);
SAVE_ACC (&acc1, 4);
CO += 8;
SAVE_ACC (&acc2, 0);
SAVE_ACC (&acc3, 4);
CO += 8;
AO += temp << 4;
BO += temp << 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (16, 4)
#endif
}
if (m & 8)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (8, 4);
#else
BO = B;
temp = k;
#endif
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1;
BLASLONG l = 0;
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[0], rowA[1]);
for (l = 1; l < temp; l++)
{
rowA = (vec_t *) & AO[l << 3];
rowB = (vec_t *) & BO[l << 2];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[0], rowA[1]);
}
SAVE_ACC (&acc0, 0);
SAVE_ACC (&acc1, 4);
CO += 8;
AO += temp << 3;
BO += temp << 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (8, 4)
#endif
}
if (m & 4)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (4, 4);
#else
BO = B;
temp = k;
#endif
v4sf_t *rowC;
__vector_quad acc0;
v4sf_t result[4];
BLASLONG l = 0;
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
for (l = 1; l < temp; l++)
{
rowA = (vec_t *) & AO[l << 2];
rowB = (vec_t *) & BO[l << 2];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
}
SAVE_ACC (&acc0, 0);
CO += 4;
AO += temp << 2;
BO += temp << 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (4, 4)
#endif
}
if (m & 2)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (2, 4);
#else
BO = B;
temp = k;
#endif
v2sf_t *rowC;
v2sf_t result[8];
__vector_quad acc0;
BLASLONG l = 0;
FLOAT t[4] = { 0 };
t[0] = AO[0], t[1] = AO[1];
vec_t *rowA = (vec_t *) & t[0];
vec_t *rowB = (vec_t *) & BO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
for (l = 1; l < temp; l++)
{
t[0] = AO[l << 1], t[1] = AO[(l << 1) + 1];
rowA = (vec_t *) & t[0];
rowB = (vec_t *) & BO[l << 2];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
}
SAVE4x2_ACC (&acc0, 0);
CO += 2;
AO += temp << 1;
BO += temp << 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (2, 4)
#endif
}
if (m & 1)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (1, 4)
#else
BO = B;
temp = k;
#endif
BLASLONG l = 0;
v4sf_t t = { 0, 0, 0, 0 };
for (l = 0; l < temp; l++)
{
v4sf_t rowA = { AO[l], AO[l], AO[l], AO[l] };
v4sf_t rowB = { BO[l << 2], BO[(l << 2) + 1], BO[(l << 2) + 2],
BO[(l << 2) + 3]
};
t += rowA * rowB;
}
t = t * valpha;
#if defined(TRMMKERNEL)
CO[0 * ldc] = t[0];
CO[1 * ldc] = t[1];
CO[2 * ldc] = t[2];
CO[3 * ldc] = t[3];
#else
CO[0 * ldc] += t[0];
CO[1 * ldc] += t[1];
CO[2 * ldc] += t[2];
CO[3 * ldc] += t[3];
#endif
CO += 1;
AO += temp;
BO += temp << 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (1, 4)
#endif
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 4; // number of values in A
#endif
B += k << 2;
}
if (n & 2)
{
BLASLONG i, j, temp;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
FLOAT *CO;
FLOAT *AO;
CO = C;
C += ldc << 1;
AO = A;
#if !defined(TRMMKERNEL)
i = m >> 5;
for (j = 0; j < i; j++)
{
FLOAT *BO = B;
v4sf_t *rowC;
v4sf_t result[4];
FLOAT *A1;
A1 = AO + (16 * k);
__vector_quad acc0, acc1, acc2, acc3, acc4, acc5, acc6, acc7;
BLASLONG l = 0;
FLOAT t[4] = { 0 };
t[0] = BO[0], t[1] = BO[1];
vec_t *rowB = (vec_t *) & t[0];
vec_t *rowA = (vec_t *) & AO[0];
vec_t *rowA1 = (vec_t *) & A1[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32ger (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32ger (&acc3, rowB[0], rowA[3]);
__builtin_mma_xvf32ger (&acc4, rowB[0], rowA1[0]);
__builtin_mma_xvf32ger (&acc5, rowB[0], rowA1[1]);
__builtin_mma_xvf32ger (&acc6, rowB[0], rowA1[2]);
__builtin_mma_xvf32ger (&acc7, rowB[0], rowA1[3]);
for (l = 1; l < k; l++)
{
t[0] = BO[l << 1], t[1] = BO[(l << 1) + 1];
rowB = (vec_t *) & t[0];
rowA = (vec_t *) & AO[l << 4];
rowA1 = (vec_t *) & A1[l << 4];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32gerpp (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32gerpp (&acc3, rowB[0], rowA[3]);
__builtin_mma_xvf32gerpp (&acc4, rowB[0], rowA1[0]);
__builtin_mma_xvf32gerpp (&acc5, rowB[0], rowA1[1]);
__builtin_mma_xvf32gerpp (&acc6, rowB[0], rowA1[2]);
__builtin_mma_xvf32gerpp (&acc7, rowB[0], rowA1[3]);
}
SAVE2x4_ACC (&acc0, 0);
SAVE2x4_ACC (&acc1, 4);
SAVE2x4_ACC (&acc2, 8);
SAVE2x4_ACC (&acc3, 12);
CO += 16;
SAVE2x4_ACC (&acc4, 0);
SAVE2x4_ACC (&acc5, 4);
SAVE2x4_ACC (&acc6, 8);
SAVE2x4_ACC (&acc7, 12);
CO += 16;
AO += k << 5;
BO += k << 1;
}
i = (m & 31) >> 4;
#else
i = m >> 4;
#endif
for (j = 0; j < i; j++)
{
FLOAT *BO;
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1, acc2, acc3;
BLASLONG l = 0;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (16, 2)
#else
BO = B;
temp = k;
#endif
FLOAT t[4] = { 0 };
t[0] = BO[0], t[1] = BO[1];
vec_t *rowB = (vec_t *) & t[0];
vec_t *rowA = (vec_t *) & AO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32ger (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32ger (&acc3, rowB[0], rowA[3]);
for (l = 1; l < temp; l++)
{
t[0] = BO[l << 1], t[1] = BO[(l << 1) + 1];
rowB = (vec_t *) & t[0];
rowA = (vec_t *) & AO[l << 4];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[0], rowA[1]);
__builtin_mma_xvf32gerpp (&acc2, rowB[0], rowA[2]);
__builtin_mma_xvf32gerpp (&acc3, rowB[0], rowA[3]);
}
SAVE2x4_ACC (&acc0, 0);
SAVE2x4_ACC (&acc1, 4);
SAVE2x4_ACC (&acc2, 8);
SAVE2x4_ACC (&acc3, 12);
CO += 16;
AO += temp << 4;
BO += temp << 1;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (16, 2)
#endif
}
if (m & 8)
{
FLOAT *BO;
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0, acc1;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (8, 2)
#else
BO = B;
temp = k;
#endif
BLASLONG l = 0;
FLOAT t[4] = { 0 };
t[0] = BO[0], t[1] = BO[1];
vec_t *rowB = (vec_t *) & t[0];
vec_t *rowA = (vec_t *) & AO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32ger (&acc1, rowB[0], rowA[1]);
for (l = 1; l < temp; l++)
{
t[0] = BO[l << 1], t[1] = BO[(l << 1) + 1];
rowB = (vec_t *) & t[0];
rowA = (vec_t *) & AO[l << 3];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
__builtin_mma_xvf32gerpp (&acc1, rowB[0], rowA[1]);
}
SAVE2x4_ACC (&acc0, 0);
SAVE2x4_ACC (&acc1, 4);
CO += 8;
AO += temp << 3;
BO += temp << 1;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (8, 2)
#endif
}
if (m & 4)
{
FLOAT *BO;
v4sf_t *rowC;
v4sf_t result[4];
__vector_quad acc0;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (4, 2)
#else
BO = B;
temp = k;
#endif
BLASLONG l = 0;
FLOAT t[4] = { 0 };
t[0] = BO[0], t[1] = BO[1];
vec_t *rowB = (vec_t *) & t[0];
vec_t *rowA = (vec_t *) & AO[0];
__builtin_mma_xvf32ger (&acc0, rowB[0], rowA[0]);
for (l = 1; l < temp; l++)
{
t[0] = BO[l << 1], t[1] = BO[(l << 1) + 1];
rowB = (vec_t *) & t[0];
rowA = (vec_t *) & AO[l << 2];
__builtin_mma_xvf32gerpp (&acc0, rowB[0], rowA[0]);
}
SAVE2x4_ACC (&acc0, 0);
CO += 4;
AO += temp << 2;
BO += temp << 1;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (4, 2)
#endif
}
if (m & 2)
{
FLOAT *BO;
BLASLONG l = 0;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (2, 2)
#else
BO = B;
temp = k;
#endif
v4sf_t t = { 0, 0, 0, 0 };
for (l = 0; l < (temp << 1); l += 2)
{
v4sf_t rowA = { AO[l], AO[l], AO[l + 1], AO[l + 1] };
v4sf_t rowB = { BO[l], BO[l + 1], BO[l], BO[l + 1] };
t += rowA * rowB;
}
t = t * valpha;
#if defined(TRMMKERNEL)
CO[0 * ldc] = t[0];
CO[1 * ldc] = t[1];
CO[0 * ldc + 1] = t[2];
CO[1 * ldc + 1] = t[3];
#else
CO[0 * ldc] += t[0];
CO[1 * ldc] += t[1];
CO[0 * ldc + 1] += t[2];
CO[1 * ldc + 1] += t[3];
#endif
CO += 2;
AO += temp << 1;
BO += temp << 1;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (2, 2)
#endif
}
if (m & 1)
{
FLOAT *BO;
BLASLONG l = 0;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (1, 2)
#else
BO = B;
temp = k;
#endif
v4sf_t t = { 0, 0, 0, 0 };
for (l = 0; l < temp; l++)
{
v4sf_t rowA = { AO[l], AO[l], 0, 0 };
v4sf_t rowB = { BO[l << 1], BO[(l << 1) + 1], 0, 0 };
t += rowA * rowB;
}
t = t * valpha;
#if defined(TRMMKERNEL)
CO[0 * ldc] = t[0];
CO[1 * ldc] = t[1];
#else
CO[0 * ldc] += t[0];
CO[1 * ldc] += t[1];
#endif
CO += 1;
AO += temp;
BO += temp << 1;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (1, 2)
#endif
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 2; // number of values in A
#endif
B += k << 1;
}
if (n & 1)
{
BLASLONG i, temp;
#if defined(TRMMKERNEL) && defined(LEFT)
off = offset;
#endif
FLOAT *CO;
FLOAT *AO;
CO = C;
C += ldc;
AO = A;
for (i = 0; i < (m >> 4); i++)
{
FLOAT *BO;
BLASLONG l = 0;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (16, 1)
#else
BO = B;
temp = k;
#endif
v4sf_t t = { 0, 0, 0, 0 };
v4sf_t t1 = { 0, 0, 0, 0 };
v4sf_t t2 = { 0, 0, 0, 0 };
v4sf_t t3 = { 0, 0, 0, 0 };
for (l = 0; l < temp; l++)
{
v4sf_t rowB = { BO[l], BO[l], BO[l], BO[l] };
v4sf_t rowA = { AO[l << 4], AO[(l << 4) + 1], AO[(l << 4) + 2],
AO[(l << 4) + 3]
};
v4sf_t rowA1 =
{ AO[(l << 4) + 4], AO[(l << 4) + 5], AO[(l << 4) + 6],
AO[(l << 4) + 7]
};
v4sf_t rowA2 =
{ AO[(l << 4) + 8], AO[(l << 4) + 9], AO[(l << 4) + 10],
AO[(l << 4) + 11]
};
v4sf_t rowA3 =
{ AO[(l << 4) + 12], AO[(l << 4) + 13], AO[(l << 4) + 14],
AO[(l << 4) + 15]
};
t += rowA * rowB;
t1 += rowA1 * rowB;
t2 += rowA2 * rowB;
t3 += rowA3 * rowB;
}
t = t * valpha;
t1 = t1 * valpha;
t2 = t2 * valpha;
t3 = t3 * valpha;
#if defined(TRMMKERNEL)
CO[0] = t[0];
CO[1] = t[1];
CO[2] = t[2];
CO[3] = t[3];
CO[4] = t1[0];
CO[5] = t1[1];
CO[6] = t1[2];
CO[7] = t1[3];
CO[8] = t2[0];
CO[9] = t2[1];
CO[10] = t2[2];
CO[11] = t2[3];
CO[12] = t3[0];
CO[13] = t3[1];
CO[14] = t3[2];
CO[15] = t3[3];
#else
CO[0] += t[0];
CO[1] += t[1];
CO[2] += t[2];
CO[3] += t[3];
CO[4] += t1[0];
CO[5] += t1[1];
CO[6] += t1[2];
CO[7] += t1[3];
CO[8] += t2[0];
CO[9] += t2[1];
CO[10] += t2[2];
CO[11] += t2[3];
CO[12] += t3[0];
CO[13] += t3[1];
CO[14] += t3[2];
CO[15] += t3[3];
#endif
AO += temp << 4;
BO += temp;
CO += 16;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (16, 1)
#endif
}
if (m & 8)
{
FLOAT *BO;
BLASLONG l = 0;
v4sf_t t = { 0, 0, 0, 0 };
v4sf_t t1 = { 0, 0, 0, 0 };
#if defined(TRMMKERNEL)
REFRESH_POINTERS (8, 1)
#else
BO = B;
temp = k;
#endif
for (l = 0; l < temp; l++)
{
v4sf_t rowB = { BO[l], BO[l], BO[l], BO[l] };
v4sf_t rowA = { AO[l << 3], AO[(l << 3) + 1], AO[(l << 3) + 2],
AO[(l << 3) + 3]
};
v4sf_t rowA1 =
{ AO[(l << 3) + 4], AO[(l << 3) + 5], AO[(l << 3) + 6],
AO[(l << 3) + 7]
};
t += rowA * rowB;
t1 += rowA1 * rowB;
}
t = t * valpha;
t1 = t1 * valpha;
#if defined(TRMMKERNEL)
CO[0] = t[0];
CO[1] = t[1];
CO[2] = t[2];
CO[3] = t[3];
CO[4] = t1[0];
CO[5] = t1[1];
CO[6] = t1[2];
CO[7] = t1[3];
#else
CO[0] += t[0];
CO[1] += t[1];
CO[2] += t[2];
CO[3] += t[3];
CO[4] += t1[0];
CO[5] += t1[1];
CO[6] += t1[2];
CO[7] += t1[3];
#endif
AO += temp << 3;
BO += temp;
CO += 8;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (8, 1)
#endif
}
if (m & 4)
{
FLOAT *BO;
BLASLONG l = 0;
v4sf_t t = { 0, 0, 0, 0 };
#if defined(TRMMKERNEL)
REFRESH_POINTERS (4, 1)
#else
BO = B;
temp = k;
#endif
for (l = 0; l < temp; l++)
{
v4sf_t rowB = { BO[l], BO[l], BO[l], BO[l] };
v4sf_t rowA = { AO[l << 2], AO[(l << 2) + 1], AO[(l << 2) + 2],
AO[(l << 2) + 3]
};
t += rowA * rowB;
}
t = t * valpha;
#if defined(TRMMKERNEL)
CO[0] = t[0];
CO[1] = t[1];
CO[2] = t[2];
CO[3] = t[3];
#else
CO[0] += t[0];
CO[1] += t[1];
CO[2] += t[2];
CO[3] += t[3];
#endif
AO += temp << 2;
BO += temp;
CO += 4;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (4, 1)
#endif
}
if (m & 2)
{
FLOAT *BO;
BLASLONG l = 0;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (2, 1)
#else
BO = B;
temp = k;
#endif
v4sf_t t = { 0, 0, 0, 0 };
for (l = 0; l < temp; l++)
{
v4sf_t rowB = { BO[l], BO[l], 0, 0 };
v4sf_t rowA = { AO[l << 1], AO[(l << 1) + 1], 0, 0 };
t += rowA * rowB;
}
t = t * valpha;
#if defined(TRMMKERNEL)
CO[0] = t[0];
CO[1] = t[1];
#else
CO[0] += t[0];
CO[1] += t[1];
#endif
AO += temp << 1;
BO += temp;
CO += 2;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (2, 1)
#endif
}
if (m & 1)
{
FLOAT *BO;
#if defined(TRMMKERNEL)
REFRESH_POINTERS (1, 1)
#else
BO = B;
temp = k;
#endif
BLASLONG l = 0;
FLOAT t = 0;
for (l = 0; l < temp; l++)
{
t += AO[l] * BO[l];
}
AO += temp;
BO += temp;
#if defined(TRMMKERNEL)
CO[0] = t * alpha;
#else
CO[0] += t * alpha;
#endif
CO += 1;
#if defined(TRMMKERNEL)
REFRESH_AFTER_SAVE (1, 1)
#endif
}
#if defined(TRMMKERNEL) && !defined(LEFT)
off += 1; // number of values in A
#endif
B += k;
}
return 0;
}
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