diff --git a/kernel/power/sgemv_n.c b/kernel/power/sgemv_n.c index 56f08c2bf..9704757fe 100644 --- a/kernel/power/sgemv_n.c +++ b/kernel/power/sgemv_n.c @@ -28,7 +28,7 @@ USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. #include "common.h" -#define NBMAX 2048 +#define NBMAX 4096 static void sgemv_kernel_4x8(BLASLONG n, FLOAT **ap, FLOAT *xo, FLOAT *y, BLASLONG lda4, FLOAT *alpha) { diff --git a/kernel/power/sgemv_n_8.c b/kernel/power/sgemv_n_8.c new file mode 100644 index 000000000..9bc93ced6 --- /dev/null +++ b/kernel/power/sgemv_n_8.c @@ -0,0 +1,513 @@ +/*************************************************************************** +Copyright (c) 2019, 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. +*****************************************************************************/ + + +/****Note*** +UnUsed kernel +This kernel works. But it was not competitive enough to be added in production +It could be used and tested in future or could provide barebone for switching to inline assembly +*/ + +#include "common.h" + +#define NBMAX 4096 + +static void sgemv_kernel_8x8(BLASLONG n, FLOAT **ap, FLOAT *xo, FLOAT *y, BLASLONG lda4, FLOAT *alpha) +{ + + BLASLONG i; + FLOAT *a0,*a1,*a2,*a3,*b0,*b1,*b2,*b3; + FLOAT x0,x1,x2,x3,x4,x5,x6,x7; + a0 = ap[0]; + a1 = ap[1]; + a2 = ap[2]; + a3 = ap[3]; + b0 = a0 + lda4 ; + b1 = a1 + lda4 ; + b2 = a2 + lda4 ; + b3 = a3 + lda4 ; + x0 = xo[0] * *alpha; + x1 = xo[1] * *alpha; + x2 = xo[2] * *alpha; + x3 = xo[3] * *alpha; + x4 = xo[4] * *alpha; + x5 = xo[5] * *alpha; + x6 = xo[6] * *alpha; + x7 = xo[7] * *alpha; + __vector float* va0 = (__vector float*)a0; + __vector float* va1 = (__vector float*)a1; + __vector float* va2 = (__vector float*)a2; + __vector float* va3 = (__vector float*)a3; + __vector float* vb0 = (__vector float*)b0; + __vector float* vb1 = (__vector float*)b1; + __vector float* vb2 = (__vector float*)b2; + __vector float* vb3 = (__vector float*)b3; + + register __vector float v_x0 = {x0,x0,x0,x0}; + register __vector float v_x1 = {x1,x1,x1,x1}; + register __vector float v_x2 = {x2,x2,x2,x2}; + register __vector float v_x3 = {x3,x3,x3,x3}; + register __vector float v_x4 = {x4,x4,x4,x4}; + register __vector float v_x5 = {x5,x5,x5,x5}; + register __vector float v_x6 = {x6,x6,x6,x6}; + register __vector float v_x7 = {x7,x7,x7,x7}; + __vector float* v_y =(__vector float*)y; + + for ( i=0; i< n/4; i+=2) + { + register __vector float vy_1=v_y[i]; + register __vector float vy_2=v_y[i+1]; + register __vector float va0_1=va0[i] ; + register __vector float va0_2=va0[i+1] ; + register __vector float va1_1=va1[i] ; + register __vector float va1_2=va1[i+1] ; + register __vector float va2_1=va2[i] ; + register __vector float va2_2=va2[i+1] ; + register __vector float va3_1=va3[i] ; + register __vector float va3_2=va3[i+1] ; + register __vector float vb0_1=vb0[i] ; + register __vector float vb0_2=vb0[i+1] ; + register __vector float vb1_1=vb1[i] ; + register __vector float vb1_2=vb1[i+1] ; + register __vector float vb2_1=vb2[i] ; + register __vector float vb2_2=vb2[i+1] ; + register __vector float vb3_1=vb3[i] ; + register __vector float vb3_2=vb3[i+1] ; + vy_1 += v_x0 * va0_1 + v_x1 * va1_1 + v_x2 * va2_1 + v_x3 * va3_1 ; + vy_1 += v_x4 * vb0_1 + v_x5 * vb1_1 + v_x6 * vb2_1 + v_x7 * vb3_1 ; + vy_2 += v_x0 * va0_2 + v_x1 * va1_2 + v_x2 * va2_2 + v_x3 * va3_2 ; + vy_2 += v_x4 * vb0_2 + v_x5 * vb1_2 + v_x6 * vb2_2 + v_x7 * vb3_2 ; + v_y[i] =vy_1; + v_y[i+1] =vy_2; + } + +} + +static void sgemv_kernel_8x4(BLASLONG n, FLOAT **ap, FLOAT *xo, FLOAT *y, FLOAT *alpha) +{ + BLASLONG i; + FLOAT x0,x1,x2,x3; + x0 = xo[0] * *alpha; + x1 = xo[1] * *alpha; + x2 = xo[2] * *alpha; + x3 = xo[3] * *alpha; + __vector float v_x0 = {x0,x0,x0,x0}; + __vector float v_x1 = {x1,x1,x1,x1}; + __vector float v_x2 = {x2,x2,x2,x2}; + __vector float v_x3 = {x3,x3,x3,x3}; + __vector float* v_y =(__vector float*)y; + __vector float* va0 = (__vector float*)ap[0]; + __vector float* va1 = (__vector float*)ap[1]; + __vector float* va2 = (__vector float*)ap[2]; + __vector float* va3 = (__vector float*)ap[3]; + + for ( i=0; i< n/4; i+=2 ) + { + register __vector float vy_1=v_y[i]; + register __vector float vy_2=v_y[i+1]; + register __vector float va0_1=va0[i] ; + register __vector float va0_2=va0[i+1] ; + register __vector float va1_1=va1[i] ; + register __vector float va1_2=va1[i+1] ; + register __vector float va2_1=va2[i] ; + register __vector float va2_2=va2[i+1] ; + register __vector float va3_1=va3[i] ; + register __vector float va3_2=va3[i+1] ; + vy_1 += v_x0 * va0_1 + v_x1 * va1_1 + v_x2 * va2_1 + v_x3 * va3_1 ; + vy_2 += v_x0 * va0_2 + v_x1 * va1_2 + v_x2 * va2_2 + v_x3 * va3_2 ; + v_y[i] =vy_1; + v_y[i+1] =vy_2; + } + +} + +static void sgemv_kernel_8x2( BLASLONG n, FLOAT **ap, FLOAT *x, FLOAT *y, FLOAT *alpha) +{ + + BLASLONG i; + FLOAT x0,x1; + x0 = x[0] * *alpha; + x1 = x[1] * *alpha; + __vector float v_x0 = {x0,x0,x0,x0}; + __vector float v_x1 = {x1,x1,x1,x1}; + __vector float* v_y =(__vector float*)y; + __vector float* va0 = (__vector float*)ap[0]; + __vector float* va1 = (__vector float*)ap[1]; + + for ( i=0; i< n/4; i+=2 ) + { + v_y[i] += v_x0 * va0[i] + v_x1 * va1[i] ; + v_y[i+1] += v_x0 * va0[i+1] + v_x1 * va1[i+1] ; + } + +} + + +static void sgemv_kernel_8x1(BLASLONG n, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT *alpha) +{ + + BLASLONG i; + FLOAT x0 ; + x0 = x[0] * *alpha; + __vector float v_x0 = {x0,x0,x0,x0}; + __vector float* v_y =(__vector float*)y; + __vector float* va0 = (__vector float*)ap; + + for ( i=0; i< n/4; i+=2 ) + { + v_y[i] += v_x0 * va0[i] ; + v_y[i+1] += v_x0 * va0[i+1] ; + } + +} + +static void add_y(BLASLONG n, FLOAT *src, FLOAT *dest, BLASLONG inc_dest) +{ + BLASLONG i; + + for ( i=0; i> 3 ; + n2 = n & 7 ; + } + else + { + n1 = n >> 2 ; + n2 = n & 3 ; + + } + + m3 = m & 7 ; + m1 = m - m3; + m2 = (m & (NBMAX-1)) - m3 ; + + + y_ptr = y; + + BLASLONG NB = NBMAX; + + while ( NB == NBMAX ) + { + + m1 -= NB; + if ( m1 < 0) + { + if ( m2 == 0 ) break; + NB = m2; + } + + a_ptr = a; + x_ptr = x; + + ap[0] = a_ptr; + ap[1] = a_ptr + lda; + ap[2] = ap[1] + lda; + ap[3] = ap[2] + lda; + + if ( inc_y != 1 ) + memset(ybuffer,0,NB*4); + else + ybuffer = y_ptr; + + if ( inc_x == 1 ) + { + + + for( i = 0; i < n1 ; i++) + { + sgemv_kernel_8x8(NB,ap,x_ptr,ybuffer,lda4,&alpha); + ap[0] += lda8; + ap[1] += lda8; + ap[2] += lda8; + ap[3] += lda8; + a_ptr += lda8; + x_ptr += 8; + } + + + if ( n2 & 4 ) + { + sgemv_kernel_8x4(NB,ap,x_ptr,ybuffer,&alpha); + ap[0] += lda4; + ap[1] += lda4; + ap[2] += lda4; + ap[3] += lda4; + a_ptr += lda4; + x_ptr += 4; + } + + if ( n2 & 2 ) + { + sgemv_kernel_8x2(NB,ap,x_ptr,ybuffer,&alpha); + a_ptr += lda*2; + x_ptr += 2; + } + + + if ( n2 & 1 ) + { + sgemv_kernel_8x1(NB,a_ptr,x_ptr,ybuffer,&alpha); + a_ptr += lda; + x_ptr += 1; + } + + + } + else + { + + for( i = 0; i < n1 ; i++) + { + xbuffer[0] = x_ptr[0]; + x_ptr += inc_x; + xbuffer[1] = x_ptr[0]; + x_ptr += inc_x; + xbuffer[2] = x_ptr[0]; + x_ptr += inc_x; + xbuffer[3] = x_ptr[0]; + x_ptr += inc_x; + sgemv_kernel_8x4(NB,ap,xbuffer,ybuffer,&alpha); + ap[0] += lda4; + ap[1] += lda4; + ap[2] += lda4; + ap[3] += lda4; + a_ptr += lda4; + } + + for( i = 0; i < n2 ; i++) + { + xbuffer[0] = x_ptr[0]; + x_ptr += inc_x; + sgemv_kernel_8x1(NB,a_ptr,xbuffer,ybuffer,&alpha); + a_ptr += lda; + + } + + } + + a += NB; + if ( inc_y != 1 ) + { + add_y(NB,ybuffer,y_ptr,inc_y); + y_ptr += NB * inc_y; + } + else + y_ptr += NB ; + + } + + + if ( m3 & 4 ) + { + a_ptr = a; + x_ptr = x; + FLOAT temp0 = 0.0; + FLOAT temp1 = 0.0; + FLOAT temp2 = 0.0; + FLOAT temp3 = 0.0; + if ( lda == 4 && inc_x ==1 ) + { + + for( i = 0; i < ( n & -4 ); i+=4 ) + { + + temp0 += a_ptr[0] * x_ptr[0] + a_ptr[4] * x_ptr[1]; + temp1 += a_ptr[1] * x_ptr[0] + a_ptr[5] * x_ptr[1]; + temp2 += a_ptr[2] * x_ptr[0] + a_ptr[6] * x_ptr[1]; + temp3 += a_ptr[3] * x_ptr[0] + a_ptr[7] * x_ptr[1]; + + temp0 += a_ptr[8] * x_ptr[2] + a_ptr[12] * x_ptr[3]; + temp1 += a_ptr[9] * x_ptr[2] + a_ptr[13] * x_ptr[3]; + temp2 += a_ptr[10] * x_ptr[2] + a_ptr[14] * x_ptr[3]; + temp3 += a_ptr[11] * x_ptr[2] + a_ptr[15] * x_ptr[3]; + + a_ptr += 16; + x_ptr += 4; + } + + for( ; i < n; i++ ) + { + temp0 += a_ptr[0] * x_ptr[0]; + temp1 += a_ptr[1] * x_ptr[0]; + temp2 += a_ptr[2] * x_ptr[0]; + temp3 += a_ptr[3] * x_ptr[0] ; + a_ptr +=4; + x_ptr ++; + } + + } + else + { + + for( i = 0; i < n; i++ ) + { + temp0 += a_ptr[0] * x_ptr[0]; + temp1 += a_ptr[1] * x_ptr[0]; + temp2 += a_ptr[2] * x_ptr[0]; + temp3 += a_ptr[3] * x_ptr[0]; + a_ptr += lda; + x_ptr += inc_x; + + + } + + } + y_ptr[0] += alpha * temp0; + y_ptr += inc_y; + y_ptr[0] += alpha * temp1; + y_ptr += inc_y; + y_ptr[0] += alpha * temp2; + y_ptr += inc_y; + y_ptr[0] += alpha * temp3; + y_ptr += inc_y; + a += 4; + } + + + if ( m3 & 2 ) + { + a_ptr = a; + x_ptr = x; + FLOAT temp0 = 0.0; + FLOAT temp1 = 0.0; + if ( lda == 2 && inc_x ==1 ) + { + + for( i = 0; i < (n & -4) ; i+=4 ) + { + temp0 += a_ptr[0] * x_ptr[0] + a_ptr[2] * x_ptr[1]; + temp1 += a_ptr[1] * x_ptr[0] + a_ptr[3] * x_ptr[1]; + temp0 += a_ptr[4] * x_ptr[2] + a_ptr[6] * x_ptr[3]; + temp1 += a_ptr[5] * x_ptr[2] + a_ptr[7] * x_ptr[3]; + a_ptr += 8; + x_ptr += 4; + + } + + + for( ; i < n; i++ ) + { + temp0 += a_ptr[0] * x_ptr[0]; + temp1 += a_ptr[1] * x_ptr[0]; + a_ptr += 2; + x_ptr ++; + } + + } + else + { + + for( i = 0; i < n; i++ ) + { + temp0 += a_ptr[0] * x_ptr[0]; + temp1 += a_ptr[1] * x_ptr[0]; + a_ptr += lda; + x_ptr += inc_x; + + + } + + } + y_ptr[0] += alpha * temp0; + y_ptr += inc_y; + y_ptr[0] += alpha * temp1; + y_ptr += inc_y; + a += 2; + } + + if ( m3 & 1 ) + { + a_ptr = a; + x_ptr = x; + FLOAT temp = 0.0; + if ( lda == 1 && inc_x ==1 ) + { + + for( i = 0; i < (n & -4); i+=4 ) + { + temp += a_ptr[i] * x_ptr[i] + a_ptr[i+1] * x_ptr[i+1] + a_ptr[i+2] * x_ptr[i+2] + a_ptr[i+3] * x_ptr[i+3]; + + } + + for( ; i < n; i++ ) + { + temp += a_ptr[i] * x_ptr[i]; + } + + } + else + { + + for( i = 0; i < n; i++ ) + { + temp += a_ptr[0] * x_ptr[0]; + a_ptr += lda; + x_ptr += inc_x; + } + + } + y_ptr[0] += alpha * temp; + + + } + + + return(0); +} + + diff --git a/kernel/power/sgemv_t_8.c b/kernel/power/sgemv_t_8.c index c9f928258..5e9cd63ac 100644 --- a/kernel/power/sgemv_t_8.c +++ b/kernel/power/sgemv_t_8.c @@ -25,9 +25,16 @@ 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. *****************************************************************************/ + +/****Note*** +UnUsed kernel +This kernel works. But it was not competitive enough to be added in production +It could be used and tested in future or could be used as base for switching to inline assembly +*/ + #include "common.h" #include -#define NBMAX 2048 +#define NBMAX 4096 #include