OpenBLAS/kernel/power/dgemv_t_power10.c

/***************************************************************************
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its contributors may be used to endorse or promote products
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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
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 *****************************************************************************/

#include "common.h"

#define NBMAX 1024
//#define PREFETCH 1
#include <altivec.h> 

#define HAVE_KERNEL4x8_ASM 1


#if defined(HAVE_KERNEL4x8_ASM)
#if !__has_builtin(__builtin_vsx_disassemble_pair)
#define __builtin_vsx_disassemble_pair __builtin_mma_disassemble_pair
#endif
typedef __vector unsigned char vec_t;
static void dgemv_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_pair vx, vp;
    vec_t res[2],res1[2];
    register __vector double temp0 = {0, 0};
    register __vector double temp1 = {0, 0};
    register __vector double temp2 = {0, 0};
    register __vector double temp3 = {0, 0};
    register __vector double temp4 = {0, 0};
    register __vector double temp5 = {0, 0};
    register __vector double temp6 = {0, 0};
    register __vector double temp7 = {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;
    for (i = 0; i < n/2; i += 2) {
        vp = *((__vector_pair *)((void *)&a0[i*2]));
        vx = *((__vector_pair *)((void *)&x[i*2]));
        __builtin_vsx_disassemble_pair (res, &vx);
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp0 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp0);
        temp0 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp0);
        vp = *((__vector_pair *)((void *)&a1[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp1 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp1);
        temp1 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp1);
        vp = *((__vector_pair *)((void *)&a2[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp2 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp2);
        temp2 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp2);
        vp = *((__vector_pair *)((void *)&a3[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp3 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp3);
        temp3 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp3);
        vp = *((__vector_pair *)((void *)&a4[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp4 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp4);
        temp4 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp4);
        vp = *((__vector_pair *)((void *)&a5[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp5 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp5);
        temp5 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp5);
        vp = *((__vector_pair *)((void *)&a6[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp6 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp6);
        temp6 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp6);
        vp = *((__vector_pair *)((void *)&a7[i*2]));
        __builtin_vsx_disassemble_pair (res1, &vp);
        temp7 = vec_madd ((__vector double)res[0], (__vector double)res1[0], temp7);
        temp7 = vec_madd ((__vector double)res[1], (__vector double)res1[1], temp7);
    }
    y[0] += alpha * (temp0[0] + temp0[1]);
    y[1] += alpha * (temp1[0] + temp1[1]);
    y[2] += alpha * (temp2[0] + temp2[1]);
    y[3] += alpha * (temp3[0] + temp3[1]);
    y[4] += alpha * (temp4[0] + temp4[1]);
    y[5] += alpha * (temp5[0] + temp5[1]);
    y[6] += alpha * (temp6[0] + temp6[1]);
    y[7] += alpha * (temp7[0] + temp7[1]);
}
#else
static void dgemv_kernel_4x8(BLASLONG n, BLASLONG lda, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT alpha) {
    BLASLONG i;
#if defined(PREFETCH)  
    BLASLONG j, c, k;
#endif    
    FLOAT *a0, *a1, *a2, *a3, *a4, *a5, *a6, *a7;
    __vector double *va0, *va1, *va2, *va3, *va4, *va5, *va6, *va7, *v_x;
    register __vector double temp0 = {0, 0};
    register __vector double temp1 = {0, 0};
    register __vector double temp2 = {0, 0};
    register __vector double temp3 = {0, 0};
    register __vector double temp4 = {0, 0};
    register __vector double temp5 = {0, 0};
    register __vector double temp6 = {0, 0};
    register __vector double temp7 = {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 double*) a0;
    va1 = (__vector double*) a1;
    va2 = (__vector double*) a2;
    va3 = (__vector double*) a3;
    va4 = (__vector double*) a4;
    va5 = (__vector double*) a5;
    va6 = (__vector double*) a6;
    va7 = (__vector double*) a7;
    v_x = (__vector double*) x;
 
#if defined(PREFETCH)

    c = n >> 1;

    for (j = 0; j < c; j += 64) {
        k = (c - j) > 64 ? 64 : (c - j);
        __builtin_prefetch(v_x + 64);
        __builtin_prefetch(va0 + 64);
        __builtin_prefetch(va1 + 64);
        __builtin_prefetch(va2 + 64);
        __builtin_prefetch(va3 + 64);
        __builtin_prefetch(va4 + 64);
        __builtin_prefetch(va5 + 64);
        __builtin_prefetch(va6 + 64);
        __builtin_prefetch(va7 + 64); 
         for (i = 0; i < k; i += 2) {
#else
        
        for (i = 0; i < n/2; i += 2) {
#endif
            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];
            temp0 += v_x[i + 1] * va0[i + 1];
            temp1 += v_x[i + 1] * va1[i + 1];
            temp2 += v_x[i + 1] * va2[i + 1];
            temp3 += v_x[i + 1] * va3[i + 1];

            temp4 += v_x[i + 1] * va4[i + 1];
            temp5 += v_x[i + 1] * va5[i + 1];
            temp6 += v_x[i + 1] * va6[i + 1];
            temp7 += v_x[i + 1] * va7[i + 1];
        }
#if defined(PREFETCH)
        va0 += 64;
        va1 += 64;
        va2 += 64;
        va3 += 64;
        va4 += 64;
        va5 += 64;
        va6 += 64;
        va7 += 64;
        v_x += 64;

    }
#endif
    y[0] += alpha * (temp0[0] + temp0[1]);
    y[1] += alpha * (temp1[0] + temp1[1]);
    y[2] += alpha * (temp2[0] + temp2[1]);
    y[3] += alpha * (temp3[0] + temp3[1]);

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

}

#endif
 

static void dgemv_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 double* va0 = (__vector double*) a0;
    __vector double* va1 = (__vector double*) a1;
    __vector double* va2 = (__vector double*) a2;
    __vector double* va3 = (__vector double*) a3;
    __vector double* v_x = (__vector double*) x;
    register __vector double temp0 = {0, 0};
    register __vector double temp1 = {0, 0};
    register __vector double temp2 = {0, 0};
    register __vector double temp3 = {0, 0};
    register __vector double temp4 = {0, 0};
    register __vector double temp5 = {0, 0};
    register __vector double temp6 = {0, 0};
    register __vector double temp7 = {0, 0};

    for (i = 0; i < n / 2; i += 2) {
        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 + 1] * va0[i + 1];
        temp5 += v_x[i + 1] * va1[i + 1];
        temp6 += v_x[i + 1] * va2[i + 1];
        temp7 += v_x[i + 1] * va3[i + 1];
    }

    temp0 += temp4;
    temp1 += temp5;
    temp2 += temp6;
    temp3 += temp7;
    y[0] += alpha * (temp0[0] + temp0[1]);
    y[1] += alpha * (temp1[0] + temp1[1]);
    y[2] += alpha * (temp2[0] + temp2[1]);
    y[3] += alpha * (temp3[0] + temp3[1]);

}
 

static void dgemv_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 double* va0 = (__vector double*) a0;
    __vector double* va1 = (__vector double*) a1;
    __vector double* v_x = (__vector double*) x;
    __vector double temp0 = {0, 0};
    __vector double temp1 = {0, 0};
    for (i = 0; i < n / 2; i += 2) {
        temp0 += v_x[i] * va0[i] + v_x[i + 1] * va0[i + 1];
        temp1 += v_x[i] * va1[i] + v_x[i + 1] * va1[i + 1];
    }



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

static void dgemv_kernel_4x1(BLASLONG n, FLOAT *ap, FLOAT *x, FLOAT *y, FLOAT alpha) {

    BLASLONG i;
    FLOAT *a0;
    a0 = ap;
    __vector double* va0 = (__vector double*) a0;
    __vector double* v_x = (__vector double*) x;
    __vector double temp0 = {0, 0};
    for (i = 0; i < n / 2; i += 2) {
        temp0 += v_x[i] * va0[i] + v_x[i + 1] * va0[i + 1];
    }

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

}

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++) {
                 
                dgemv_kernel_4x8(NB, lda, a_ptr, xbuffer, y_ptr, alpha);
 
                y_ptr += 8;
                a_ptr += lda8;
#if defined(PREFETCH)                
               __builtin_prefetch(y_ptr+64);
#endif               
            }

        } 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;
                dgemv_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;
            dgemv_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) {
            dgemv_kernel_4x2(NB, lda, a_ptr, xbuffer, y_ptr, alpha, inc_y);
            a_ptr += lda << 1;
            y_ptr += 2 * inc_y;

        }

        if (n2 & 1) {
            dgemv_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);

}