OpenBLAS/kernel/x86_64/sbdot_microk_cooperlake.c

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/* need a new enough GCC for avx512 support */
#ifdef __NVCOMPILER
#define NVCOMPVERS ( __NVCOMPILER_MAJOR__ * 100 + __NVCOMPILER_MINOR__ )
#endif
#if (( defined(__GNUC__)  && __GNUC__   >= 10 && defined(__AVX512BF16__)) || (defined(__clang__) && __clang_major__ >= 9)) || (defined(__NVCOMPILER) && NVCOMPVERS >= 2203 )

#define HAVE_SBDOT_ACCL_KERNEL 1
#include "common.h"
#include <immintrin.h>

static float sbdot_accl_kernel(BLASLONG n, bfloat16 *x, bfloat16 *y)
{
    __m128 accum128   = _mm_setzero_ps();
    if (n> 127) { /* n range from 128 to inf. */
        long tail_index_32  = n&(~31);
        long tail_index_128 = n&(~127);
        unsigned int tail_mask_uint = (((unsigned int)0xffffffff) >> (32-(n&31)));
        __mmask32 tail_mask = *((__mmask32*) &tail_mask_uint);

        __m512 accum512_0 = _mm512_setzero_ps();
        __m512 accum512_1 = _mm512_setzero_ps();
        __m512 accum512_2 = _mm512_setzero_ps();
        __m512 accum512_3 = _mm512_setzero_ps();

        /* Processing the main chunk with 128-elements per round */
        for (long i = 0; i < tail_index_128; i += 128) {
            accum512_0 = _mm512_dpbf16_ps(accum512_0, (__m512bh) _mm512_loadu_si512(&x[i+ 0]), (__m512bh) _mm512_loadu_si512(&y[i+ 0]));
            accum512_1 = _mm512_dpbf16_ps(accum512_1, (__m512bh) _mm512_loadu_si512(&x[i+32]), (__m512bh) _mm512_loadu_si512(&y[i+32]));
            accum512_2 = _mm512_dpbf16_ps(accum512_2, (__m512bh) _mm512_loadu_si512(&x[i+64]), (__m512bh) _mm512_loadu_si512(&y[i+64]));
            accum512_3 = _mm512_dpbf16_ps(accum512_3, (__m512bh) _mm512_loadu_si512(&x[i+96]), (__m512bh) _mm512_loadu_si512(&y[i+96]));
        }

        /* Processing the remaining <128 chunk with 32-elements per round */
        for (long j = tail_index_128; j < tail_index_32; j += 32) {
            accum512_0 = _mm512_dpbf16_ps(accum512_0, (__m512bh) _mm512_loadu_si512(&x[j]), (__m512bh) _mm512_loadu_si512(&y[j]));
        }

        /* Processing the remaining <32 chunk with masked 32-elements processing */
        if ((n&31) != 0) {
            accum512_2 = _mm512_dpbf16_ps(accum512_2,
                                          (__m512bh) _mm512_maskz_loadu_epi16(tail_mask, &x[tail_index_32]),
                                          (__m512bh) _mm512_maskz_loadu_epi16(tail_mask, &y[tail_index_32]));
        }

        /* Accumulate the 4 registers into 1 register */
        accum512_0 = _mm512_add_ps(accum512_0, accum512_1);
        accum512_2 = _mm512_add_ps(accum512_2, accum512_3);
        accum512_0 = _mm512_add_ps(accum512_0, accum512_2);

        __m256 accum256 = _mm256_add_ps(_mm512_castps512_ps256(accum512_0), _mm512_extractf32x8_ps(accum512_0, 1));
        accum128 = _mm_add_ps(_mm256_castps256_ps128(accum256), _mm256_extractf128_ps(accum256, 1));
    } else if (n > 31) { /* n range from 32 to 127 */
        /* Processing <128 chunk with 32-elements per round */
        __m256 accum256   = _mm256_setzero_ps();
        __m256 accum256_1 = _mm256_setzero_ps();
        int tail_index_32  = n&(~31);
        for (int j = 0; j < tail_index_32; j += 32) {
            accum256   = _mm256_dpbf16_ps(accum256,   (__m256bh) _mm256_loadu_si256((__m256i *)&x[j+ 0]), (__m256bh) _mm256_loadu_si256((__m256i *)&y[j+ 0]));
            accum256_1 = _mm256_dpbf16_ps(accum256_1, (__m256bh) _mm256_loadu_si256((__m256i *)&x[j+16]), (__m256bh) _mm256_loadu_si256((__m256i *)&y[j+16]));
        }
        accum256 = _mm256_add_ps(accum256, accum256_1);

        /* Processing the remaining <32 chunk with 16-elements processing */
        if ((n&16) != 0) {
            accum256 = _mm256_dpbf16_ps(accum256, (__m256bh) _mm256_loadu_si256((__m256i *)&x[tail_index_32]), (__m256bh) _mm256_loadu_si256((__m256i *)&y[tail_index_32]));
        }
        accum128 = _mm_add_ps(_mm256_castps256_ps128(accum256), _mm256_extractf128_ps(accum256, 1));

        /* Processing the remaining <16 chunk with 8-elements processing */
        if ((n&8) != 0) {
            int tail_index_16  = n&(~15);
            accum128 = _mm_dpbf16_ps(accum128, (__m128bh) _mm_loadu_si128((__m128i *)&x[tail_index_16]), (__m128bh) _mm_loadu_si128((__m128i *)&y[tail_index_16]));
        }

        /* Processing the remaining <8 chunk with masked 8-elements processing */
        if ((n&7) != 0) {
            unsigned char tail_mask_uint = (((unsigned char)0xff) >> (8-(n&7)));
            __mmask8 tail_mask = *((__mmask8*) &tail_mask_uint);
            int tail_index_8   = n&(~7);
            accum128 = _mm_dpbf16_ps(accum128,
                                     (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &x[tail_index_8]),
                                     (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &y[tail_index_8]));
        }
    } else if (n > 15) { /* n range from 16 to 31 */
        /* Processing <32 chunk with 16-elements processing */
        __m256 accum256   = _mm256_setzero_ps();
        accum256 = _mm256_dpbf16_ps(accum256, (__m256bh) _mm256_loadu_si256((__m256i *)&x[0]), (__m256bh) _mm256_loadu_si256((__m256i *)&y[0]));
        accum128 += _mm_add_ps(_mm256_castps256_ps128(accum256), _mm256_extractf128_ps(accum256, 1));

        /* Processing the remaining <16 chunk with 8-elements processing */
        if ((n&8) != 0) {
            int tail_index_16  = n&(~15);
            accum128 = _mm_dpbf16_ps(accum128, (__m128bh) _mm_loadu_si128((__m128i *)&x[tail_index_16]), (__m128bh) _mm_loadu_si128((__m128i *)&y[tail_index_16]));
        }

        /* Processing the remaining <8 chunk with masked 8-elements processing */
        if ((n&7) != 0) {
            unsigned char tail_mask_uint = (((unsigned char)0xff) >> (8-(n&7)));
            __mmask8 tail_mask = *((__mmask8*) &tail_mask_uint);
            int tail_index_8   = n&(~7);
            accum128 = _mm_dpbf16_ps(accum128,
                                     (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &x[tail_index_8]),
                                     (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &y[tail_index_8]));
        }
    } else if (n > 7) { /* n range from 8 to 15 */
        /* Processing <16 chunk with 8-elements processing */
        accum128 = _mm_dpbf16_ps(accum128, (__m128bh) _mm_loadu_si128((__m128i *)&x[0]), (__m128bh) _mm_loadu_si128((__m128i *)&y[0]));

        /* Processing the remaining <8 chunk with masked 8-elements processing */
        if ((n&7) != 0) {
            unsigned char tail_mask_uint = (((unsigned char)0xff) >> (8-(n&7)));
            __mmask8 tail_mask = *((__mmask8*) &tail_mask_uint);
            int tail_index_8   = n&(~7);
            accum128 = _mm_dpbf16_ps(accum128,
                                     (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &x[tail_index_8]),
                                     (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &y[tail_index_8]));
        }
    } else { /* n range from 1 to 7 */
        unsigned char tail_mask_uint = (((unsigned char)0xff) >> (8-(n&7)));
        __mmask8 tail_mask = *((__mmask8*) &tail_mask_uint);
        accum128 = _mm_dpbf16_ps(accum128,
                                 (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &x[0]),
                                 (__m128bh) _mm_maskz_loadu_epi16(tail_mask, &y[0]));
    }

    /* Add up the 4 elements into lowest entry */
    __m128 accum128_1 = _mm_shuffle_ps(accum128, accum128, 14);
    accum128 = _mm_add_ps(accum128, accum128_1);
    accum128_1 = _mm_shuffle_ps(accum128, accum128, 1);
    accum128 = _mm_add_ps(accum128, accum128_1);

    return accum128[0];
}

#endif