OpenBLAS/kernel/power/sgemv_t.c

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#if !defined(__VEC__) || !defined(__ALTIVEC__)
#include "../arm/gemv_t.c"

#else

#include "common.h"

#define NBMAX 2048

#include <altivec.h> 
 
static void sgemv_kernel_4x8(BLASLONG n, BLASLONG lda, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT alpha) {
    BLASLONG i;  
    FLOAT *a0, *a1, *a2, *a3, *a4, *a5, *a6, *a7;
    __vector float *va0, *va1, *va2, *va3, *va4, *va5, *va6, *va7, *v_x;
    register __vector float temp0 = {0,0,0,0};
    register __vector float temp1 = {0,0,0,0};
    register __vector float temp2 = {0,0,0,0};
    register __vector float temp3 = {0,0,0,0};
    register __vector float temp4 = {0,0,0,0};
    register __vector float temp5 = {0,0,0,0};
    register __vector float temp6 = {0,0,0,0};
    register __vector float temp7 = {0,0,0,0};

    a0 = ap;
    a1 = ap + lda;
    a2 = a1 + lda;
    a3 = a2 + lda;
    a4 = a3 + lda;
    a5 = a4 + lda;
    a6 = a5 + lda;
    a7 = a6 + lda;
    va0 = (__vector float*) a0;
    va1 = (__vector float*) a1;
    va2 = (__vector float*) a2;
    va3 = (__vector float*) a3;
    va4 = (__vector float*) a4;
    va5 = (__vector float*) a5;
    va6 = (__vector float*) a6;
    va7 = (__vector float*) a7;
    v_x = (__vector float*) x;
 
   
        for (i = 0; i < n/4; i ++) {
            temp0 += v_x[i] * va0[i];
            temp1 += v_x[i] * va1[i];
            temp2 += v_x[i] * va2[i];
            temp3 += v_x[i] * va3[i];
            temp4 += v_x[i] * va4[i];
            temp5 += v_x[i] * va5[i];
            temp6 += v_x[i] * va6[i];
            temp7 += v_x[i] * va7[i]; 
        }
    
  
    y[0] += alpha * (temp0[0] + temp0[1]+temp0[2] + temp0[3]);
    y[1] += alpha * (temp1[0] + temp1[1]+temp1[2] + temp1[3]);
    y[2] += alpha * (temp2[0] + temp2[1]+temp2[2] + temp2[3]);
    y[3] += alpha * (temp3[0] + temp3[1]+temp3[2] + temp3[3]);

    y[4] += alpha * (temp4[0] + temp4[1]+temp4[2] + temp4[3]);
    y[5] += alpha * (temp5[0] + temp5[1]+temp5[2] + temp5[3]);
    y[6] += alpha * (temp6[0] + temp6[1]+temp6[2] + temp6[3]);
    y[7] += alpha * (temp7[0] + temp7[1]+temp7[2] + temp7[3]);

}
 

static void sgemv_kernel_4x4(BLASLONG n, BLASLONG lda, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT alpha) {
    BLASLONG i = 0;
    FLOAT *a0, *a1, *a2, *a3;
    a0 = ap;
    a1 = ap + lda;
    a2 = a1 + lda;
    a3 = a2 + lda;
    __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* v_x = (__vector float*) x;
    register __vector float temp0 = {0,0,0,0};
    register __vector float temp1 = {0,0,0,0};
    register __vector float temp2 = {0,0,0,0};
    register __vector float temp3 = {0,0,0,0}; 

    for (i = 0; i < n / 4; i ++) {
        temp0 += v_x[i] * va0[i];
        temp1 += v_x[i] * va1[i];
        temp2 += v_x[i] * va2[i];
        temp3 += v_x[i] * va3[i]; 
    }
 
    y[0] += alpha * (temp0[0] + temp0[1]+temp0[2] + temp0[3]);
    y[1] += alpha * (temp1[0] + temp1[1]+temp1[2] + temp1[3]);
    y[2] += alpha * (temp2[0] + temp2[1]+temp2[2] + temp2[3]);
    y[3] += alpha * (temp3[0] + temp3[1]+temp3[2] + temp3[3]);

}
 

static void sgemv_kernel_4x2(BLASLONG n, BLASLONG lda, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT alpha, BLASLONG inc_y) {

    BLASLONG i;
    FLOAT *a0, *a1;
    a0 = ap;
    a1 = ap + lda;
    __vector float* va0 = (__vector float*) a0;
    __vector float* va1 = (__vector float*) a1;
    __vector float* v_x = (__vector float*) x;
    __vector float temp0 = {0,0,0,0};
    __vector float temp1 = {0,0,0,0};
    for (i = 0; i < n / 4; i ++) {
        temp0 += v_x[i] * va0[i];
        temp1 += v_x[i] * va1[i];
    }



    y[0] += alpha * (temp0[0] + temp0[1]+temp0[2] + temp0[3]);
    y[inc_y] += alpha * (temp1[0] + temp1[1]+temp1[2] + temp1[3]); 
}

static void sgemv_kernel_4x1(BLASLONG n, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT alpha) {

    BLASLONG i;
    FLOAT *a0;
    a0 = ap;
    __vector float* va0 = (__vector float*) a0;
    __vector float* v_x = (__vector float*) x;
    __vector float temp0 = {0,0,0,0};
    for (i = 0; i < n / 4; i ++) {
        temp0 += v_x[i] * va0[i] ;
    }

    y[0] += alpha * (temp0[0] + temp0[1]+temp0[2] + temp0[3]);

}

static void copy_x(BLASLONG n, FLOAT *src, FLOAT *dest, BLASLONG inc_src) {
    BLASLONG i;
    for (i = 0; i < n; i++) {
        *dest++ = *src;
        src += inc_src;
    }
}

int CNAME(BLASLONG m, BLASLONG n, BLASLONG dummy1, FLOAT alpha, FLOAT *a, BLASLONG lda, FLOAT *x, BLASLONG inc_x, FLOAT *y, BLASLONG inc_y, FLOAT *buffer) {
    BLASLONG i;
    BLASLONG j;
    FLOAT *a_ptr;
    FLOAT *x_ptr;
    FLOAT *y_ptr;

    BLASLONG n1;
    BLASLONG m1;
    BLASLONG m2;
    BLASLONG m3;
    BLASLONG n2; 
    FLOAT ybuffer[8] __attribute__((aligned(16)));
    FLOAT *xbuffer; 
    if (m < 1) return (0);
    if (n < 1) return (0);

    xbuffer = buffer;

    n1 = n >> 3;
    n2 = n & 7;

    m3 = m & 3;
    m1 = m - m3;
    m2 = (m & (NBMAX - 1)) - m3;

    BLASLONG NB = NBMAX;

    while (NB == NBMAX) {

        m1 -= NB;
        if (m1 < 0) {
            if (m2 == 0) break;
            NB = m2;
        }

        y_ptr = y;
        a_ptr = a;
        x_ptr = x;

        if (inc_x != 1)
            copy_x(NB, x_ptr, xbuffer, inc_x);
        else
            xbuffer = x_ptr;

        BLASLONG lda8 = lda << 3;


        if (inc_y == 1) {

            for (i = 0; i < n1; i++) {
                 
                sgemv_kernel_4x8(NB, lda, a_ptr, xbuffer, y_ptr, alpha);
 
                y_ptr += 8;
                a_ptr += lda8;
        
            }

        } else {
                   
            for (i = 0; i < n1; i++) {
                ybuffer[0] = 0;
                ybuffer[1] = 0;
                ybuffer[2] = 0;
                ybuffer[3] = 0;
                ybuffer[4] = 0;
                ybuffer[5] = 0;
                ybuffer[6] = 0;
                ybuffer[7] = 0;
                sgemv_kernel_4x8(NB, lda, a_ptr, xbuffer, ybuffer, alpha);

 

                *y_ptr += ybuffer[0];
                y_ptr += inc_y;
                *y_ptr += ybuffer[1];
                y_ptr += inc_y;
                *y_ptr += ybuffer[2];
                y_ptr += inc_y;
                *y_ptr += ybuffer[3];
                y_ptr += inc_y;

                *y_ptr += ybuffer[4];
                y_ptr += inc_y;
                *y_ptr += ybuffer[5];
                y_ptr += inc_y;
                *y_ptr += ybuffer[6];
                y_ptr += inc_y;
                *y_ptr += ybuffer[7];
                y_ptr += inc_y;

                a_ptr += lda8;
            }

        }


        if (n2 & 4) {
            ybuffer[0] = 0;
            ybuffer[1] = 0;
            ybuffer[2] = 0;
            ybuffer[3] = 0;
            sgemv_kernel_4x4(NB, lda, a_ptr, xbuffer, ybuffer, alpha);

            a_ptr += lda<<2;

            *y_ptr += ybuffer[0];
            y_ptr += inc_y;
            *y_ptr += ybuffer[1];
            y_ptr += inc_y;
            *y_ptr += ybuffer[2];
            y_ptr += inc_y;
            *y_ptr += ybuffer[3];
            y_ptr += inc_y;
        }

        if (n2 & 2) {
            sgemv_kernel_4x2(NB, lda, a_ptr, xbuffer, y_ptr, alpha, inc_y);
            a_ptr += lda << 1;
            y_ptr += 2 * inc_y;

        }

        if (n2 & 1) {
            sgemv_kernel_4x1(NB, a_ptr, xbuffer, y_ptr, alpha);
            a_ptr += lda;
            y_ptr += inc_y;

        }

        a += NB;
        x += NB * inc_x;


    }

    if (m3 == 0) return (0);

    x_ptr = x;
    a_ptr = a;
    if (m3 == 3) {
        FLOAT xtemp0 = *x_ptr * alpha;
        x_ptr += inc_x;
        FLOAT xtemp1 = *x_ptr * alpha;
        x_ptr += inc_x;
        FLOAT xtemp2 = *x_ptr * alpha;

        FLOAT *aj = a_ptr;
        y_ptr = y;

        if (lda == 3 && inc_y == 1) {

            for (j = 0; j < (n & -4); j += 4) {

                y_ptr[j] += aj[0] * xtemp0 + aj[1] * xtemp1 + aj[2] * xtemp2;
                y_ptr[j + 1] += aj[3] * xtemp0 + aj[4] * xtemp1 + aj[5] * xtemp2;
                y_ptr[j + 2] += aj[6] * xtemp0 + aj[7] * xtemp1 + aj[8] * xtemp2;
                y_ptr[j + 3] += aj[9] * xtemp0 + aj[10] * xtemp1 + aj[11] * xtemp2;
                aj += 12;
            }

            for (; j < n; j++) {
                y_ptr[j] += aj[0] * xtemp0 + aj[1] * xtemp1 + aj[2] * xtemp2;
                aj += 3;
            }

        } else {

            if (inc_y == 1) {

                BLASLONG register lda2 = lda << 1;
                BLASLONG register lda4 = lda << 2;
                BLASLONG register lda3 = lda2 + lda;

                for (j = 0; j < (n & -4); j += 4) {

                    y_ptr[j] += *aj * xtemp0 + *(aj + 1) * xtemp1 + *(aj + 2) * xtemp2;
                    y_ptr[j + 1] += *(aj + lda) * xtemp0 + *(aj + lda + 1) * xtemp1 + *(aj + lda + 2) * xtemp2;
                    y_ptr[j + 2] += *(aj + lda2) * xtemp0 + *(aj + lda2 + 1) * xtemp1 + *(aj + lda2 + 2) * xtemp2;
                    y_ptr[j + 3] += *(aj + lda3) * xtemp0 + *(aj + lda3 + 1) * xtemp1 + *(aj + lda3 + 2) * xtemp2;
                    aj += lda4;
                }

                for (; j < n; j++) {

                    y_ptr[j] += *aj * xtemp0 + *(aj + 1) * xtemp1 + *(aj + 2) * xtemp2;
                    aj += lda;
                }

            } else {

                for (j = 0; j < n; j++) {
                    *y_ptr += *aj * xtemp0 + *(aj + 1) * xtemp1 + *(aj + 2) * xtemp2;
                    y_ptr += inc_y;
                    aj += lda;
                }

            }

        }
        return (0);
    }

    if (m3 == 2) {
        FLOAT xtemp0 = *x_ptr * alpha;
        x_ptr += inc_x;
        FLOAT xtemp1 = *x_ptr * alpha;

        FLOAT *aj = a_ptr;
        y_ptr = y;

        if (lda == 2 && inc_y == 1) {

            for (j = 0; j < (n & -4); j += 4) {
                y_ptr[j] += aj[0] * xtemp0 + aj[1] * xtemp1;
                y_ptr[j + 1] += aj[2] * xtemp0 + aj[3] * xtemp1;
                y_ptr[j + 2] += aj[4] * xtemp0 + aj[5] * xtemp1;
                y_ptr[j + 3] += aj[6] * xtemp0 + aj[7] * xtemp1;
                aj += 8;

            }

            for (; j < n; j++) {
                y_ptr[j] += aj[0] * xtemp0 + aj[1] * xtemp1;
                aj += 2;
            }

        } else {
            if (inc_y == 1) {

                BLASLONG register lda2 = lda << 1;
                BLASLONG register lda4 = lda << 2;
                BLASLONG register lda3 = lda2 + lda;

                for (j = 0; j < (n & -4); j += 4) {

                    y_ptr[j] += *aj * xtemp0 + *(aj + 1) * xtemp1;
                    y_ptr[j + 1] += *(aj + lda) * xtemp0 + *(aj + lda + 1) * xtemp1;
                    y_ptr[j + 2] += *(aj + lda2) * xtemp0 + *(aj + lda2 + 1) * xtemp1;
                    y_ptr[j + 3] += *(aj + lda3) * xtemp0 + *(aj + lda3 + 1) * xtemp1;
                    aj += lda4;
                }

                for (; j < n; j++) {

                    y_ptr[j] += *aj * xtemp0 + *(aj + 1) * xtemp1;
                    aj += lda;
                }

            } else {
                for (j = 0; j < n; j++) {
                    *y_ptr += *aj * xtemp0 + *(aj + 1) * xtemp1;
                    y_ptr += inc_y;
                    aj += lda;
                }
            }

        }
        return (0);

    }

    FLOAT xtemp = *x_ptr * alpha;
    FLOAT *aj = a_ptr;
    y_ptr = y;
    if (lda == 1 && inc_y == 1) {
        for (j = 0; j < (n & -4); j += 4) {
            y_ptr[j] += aj[j] * xtemp;
            y_ptr[j + 1] += aj[j + 1] * xtemp;
            y_ptr[j + 2] += aj[j + 2] * xtemp;
            y_ptr[j + 3] += aj[j + 3] * xtemp;
        }
        for (; j < n; j++) {
            y_ptr[j] += aj[j] * xtemp;
        }


    } else {
        if (inc_y == 1) {

            BLASLONG register lda2 = lda << 1;
            BLASLONG register lda4 = lda << 2;
            BLASLONG register lda3 = lda2 + lda;
            for (j = 0; j < (n & -4); j += 4) {
                y_ptr[j] += *aj * xtemp;
                y_ptr[j + 1] += *(aj + lda) * xtemp;
                y_ptr[j + 2] += *(aj + lda2) * xtemp;
                y_ptr[j + 3] += *(aj + lda3) * xtemp;
                aj += lda4;
            }

            for (; j < n; j++) {
                y_ptr[j] += *aj * xtemp;
                aj += lda;
            }

        } else {
            for (j = 0; j < n; j++) {
                *y_ptr += *aj * xtemp;
                y_ptr += inc_y;
                aj += lda;
            }

        }
    }

    return (0);

}

#endif