OpenBLAS/kernel/x86_64/dtobf16_microk_cooperlake.c

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/* need a new enough GCC for avx512 support */
#if (( defined(__GNUC__)  && __GNUC__   >= 10 && defined(__AVX512BF16__)) || (defined(__clang__) && __clang_major__ >= 9))

#define HAVE_TOBF16_ACCL_KERNEL 1
#include "common.h"
#include <immintrin.h>

static void tobf16_accl_kernel(BLASLONG n, const double * in, bfloat16 * out)
{
    /* Get the 64-bytes unaligned header number targeting for avx512
     * processing (Assume input float array is natural aligned) */
    int align_header = ((64 - ((uintptr_t)in & (uintptr_t)0x3f)) >> 3) & 0x7;

    if (n < align_header) {align_header = n;}

    if (align_header != 0) {
        unsigned char align_mask8 = (((unsigned char)0xff) >> (8-align_header));
        __m512d a = _mm512_maskz_loadu_pd(*((__mmask8*) &align_mask8), &in[0]);
        _mm_mask_storeu_epi16(&out[0], *((__mmask8*) &align_mask8), (__m128i) _mm256_cvtneps_pbh(_mm512_cvtpd_ps(a)));
    }

    if (n == align_header) {
        return;
    } else {
        n -= align_header;
        in += align_header;
        out += align_header;
    }

    int tail_index_8   = n&(~7);
    int tail_index_32  = n&(~31);
    int tail_index_128 = n&(~127);
    unsigned char tail_mask8 = (((unsigned char) 0xff) >> (8 -(n&7)));

    /* Processing the main chunk with 128-elements per round */
    for (int i = 0; i < tail_index_128; i += 128) {
	// Fold 1
        __m512 data1_512_low  = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+ 0]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+ 8])), 1);
        __m512 data1_512_high = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+16]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+24])), 1);
        _mm512_storeu_si512(&out[i+ 0], (__m512i) _mm512_cvtne2ps_pbh(data1_512_high, data1_512_low));

	// Fold 2
        __m512 data2_512_low  = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+32]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+40])), 1);
        __m512 data2_512_high = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+48]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+56])), 1);
        _mm512_storeu_si512(&out[i+32], (__m512i) _mm512_cvtne2ps_pbh(data2_512_high, data2_512_low));

	// Fold 3
        __m512 data3_512_low  = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+64]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+72])), 1);
        __m512 data3_512_high = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+80]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+88])), 1);
        _mm512_storeu_si512(&out[i+64], (__m512i) _mm512_cvtne2ps_pbh(data3_512_high, data3_512_low));

	// Fold 4
        __m512 data4_512_low  = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+96]))),  _mm512_cvtpd_ps(_mm512_load_pd(&in[i+104])), 1);
        __m512 data4_512_high = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[i+112]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[i+120])), 1);
        _mm512_storeu_si512(&out[i+96], (__m512i) _mm512_cvtne2ps_pbh(data4_512_high, data4_512_low));
    }

    /* Processing the remaining <128 chunk with 32-elements per round */
    for (int j = tail_index_128; j < tail_index_32; j += 32) {
        __m512 data1_512_low  = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[j+ 0]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[j+ 8])), 1);
        __m512 data1_512_high = _mm512_insertf32x8(_mm512_castps256_ps512(_mm512_cvtpd_ps(_mm512_load_pd(&in[j+16]))), _mm512_cvtpd_ps(_mm512_load_pd(&in[j+24])), 1);
        _mm512_storeu_si512(&out[j], (__m512i) _mm512_cvtne2ps_pbh(data1_512_high, data1_512_low));
    }

    /* Processing the remaining <32 chunk with 8-elements per round */
    for (int j = tail_index_32; j < tail_index_8; j += 8) {
        _mm_storeu_si128((__m128i *)&out[j], (__m128i) _mm256_cvtneps_pbh(_mm512_cvtpd_ps(_mm512_load_pd(&in[j]))));
    }

    /* Processing the remaining <8 chunk with masked processing */
    if ((n&7) > 0) {
        __m512d data_512 = _mm512_maskz_load_pd(*((__mmask8*) &tail_mask8), &in[tail_index_8]);
        _mm_mask_storeu_epi16(&out[tail_index_8], *((__mmask8*) &tail_mask8), (__m128i) _mm256_cvtneps_pbh(_mm512_cvtpd_ps(data_512)));
    }
}

#endif