File: op_avx_functions.c

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/*
 * Copyright (c) 2019-2021 The University of Tennessee and The University
 *                         of Tennessee Research Foundation.  All rights
 *                         reserved.
 * Copyright (c) 2020      Research Organization for Information Science
 *                         and Technology (RIST).  All rights reserved.
 * $COPYRIGHT$
 *
 * Additional copyrights may follow
 *
 * $HEADER$
 */

#include "ompi_config.h"

#ifdef HAVE_SYS_TYPES_H
#include <sys/types.h>
#endif
#include "opal/util/output.h"

#include "ompi/op/op.h"
#include "ompi/mca/op/op.h"
#include "ompi/mca/op/base/base.h"
#include "ompi/mca/op/avx/op_avx.h"

#include <immintrin.h>
/**
 * The following logic is necessary to cope with distro maintainer's desire to change the compilation
 * flags after the configure step, leading to inconsistencies between what OMPI has detected and what
 * code can be generated during make. If we detect that the current code generation architecture has
 * been changed from our own setting and cannot generate the code we need (AVX512, AVX2) we fall back
 * to a lesser support (AVX512 -> AVX2, AVX2 -> AVX, AVX -> error out).
 */
#if defined(GENERATE_AVX512_CODE)
#  define PREPEND _avx512
#  if defined(__AVX512BW__) && defined(__AVX512F__) && defined(__AVX512VL__)
/* all good */
#  else
#    undef GENERATE_AVX512_CODE
#  endif  /* defined(__AVX512BW__) && defined(__AVX512F__) && defined(__AVX512VL__) */
#endif  /* defined(GENERATE_AVX512_CODE) */

#if !defined(PREPEND) && defined(GENERATE_AVX2_CODE)
#  define PREPEND _avx2
#  if defined(__AVX2__)
/* all good */
#  else
#    undef GENERATE_AVX2_CODE
#  endif  /* defined(__AVX2__) */
#endif  /* !defined(PREPEND) && defined(GENERATE_AVX2_CODE) */

#if !defined(PREPEND) && defined(GENERATE_AVX_CODE)
#  if defined(__AVX__)
#    define PREPEND _avx
#  endif
#endif  /* !defined(PREPEND) && defined(GENERATE_AVX_CODE) */

#if !defined(PREPEND)
#  if OMPI_MCA_OP_HAVE_AVX512 || OMPI_MCA_OP_HAVE_AVX2
#    error The configure step has detected possible support for AVX512 and/or AVX2 but the compiler flags during make are too restrictive. Please disable the AVX component by adding --enable-mca-no-build=op-avx to your configure step.
#  else
#    error This file should not be compiled in this conditions. Please provide the config.log file to the OMPI developers.
#  endif  /* OMPI_MCA_OP_HAVE_AVX512 || OMPI_MCA_OP_HAVE_AVX2 */
#endif  /* !defined(PREPEND) */

/*
 * Concatenate preprocessor tokens A and B without expanding macro definitions
 * (however, if invoked from a macro, macro arguments are expanded).
 */
#define OP_CONCAT_NX(A, B) A ## B

/*
 * Concatenate preprocessor tokens A and B after macro-expanding them.
 */
#define OP_CONCAT(A, B) OP_CONCAT_NX(A, B)

/*
 * grep -e "_mm[125][251][862]_.*(" avx512.c -o | sed 's/(//g' | sort | uniq
 *
 * https://software.intel.com/sites/landingpage/IntrinsicsGuide
 *
 * _mm_add_epi[8,16,32,64]         SSE2
 * _mm_add_pd                      SSE2
 * _mm_add_ps                      SSE
 * _mm_adds_epi[8,16]              SSE2
 * _mm_adds_epu[8,16]              SSE2
 * _mm_and_si128                   SSE2
 * _mm_lddqu_si128                 SSE3
 * _mm_loadu_pd                    SSE2
 * _mm_loadu_ps                    SSE
 * _mm_max_epi8                    SSE4.1
 * _mm_max_epi16                   SSE2
 * _mm_max_epi32                   SSE4.1
 * _mm_max_epi64                   AVX512VL + AVX512F
 * _mm_max_epu8                    SSE2
 * _mm_max_epu[16,32]              SSE4.1
 * _mm_max_epu64                   AVX512VL + AVX512F
 * _mm_max_pd                      SSE2
 * _mm_max_ps                      SSE
 * _mm_min_epi8                    SSE4.1
 * _mm_min_epi16                   SSE2
 * _mm_min_epi32                   SSE4.1
 * _mm_min_epi64                   AVX512VL + AVX512F
 * _mm_min_epu8                    SSE2
 * _mm_min_epu[16,32]              SSE4.1
 * _mm_min_epu64                   AVX512VL + AVX512F
 * _mm_min_pd                      SSE2
 * _mm_min_ps                      SSE
 * _mm_mul_pd                      SSE2
 * _mm_mul_ps                      SSE
 * _mm_mullo_epi16                 SSE2
 * _mm_mullo_epi32                 SSE4.1
 * _mm_mullo_epi64                 AVX512VL + AVX512DQ
 * _mm_or_si128                    SSE2
 * _mm_storeu_pd                   SSE2
 * _mm_storeu_ps                   SSE
 * _mm_storeu_si128                SSE2
 * _mm_xor_si128                   SSE2
 * _mm256_add_epi[8,16,32,64]      AVX2
 * _mm256_add_p[s,d]               AVX
 * _mm256_adds_epi[8,16]           AVX2
 * _mm256_adds_epu[8,16]           AVX2
 * _mm256_and_si256                AVX2
 * _mm256_loadu_p[s,d]             AVX
 * _mm256_loadu_si256              AVX
 * _mm256_max_epi[8,16,32]         AVX2
 * _mm256_max_epi64                AVX512VL + AVX512F
 * _mm256_max_epu[8,16,32]         AVX2
 * _mm256_max_epu64                AVX512VL + AVX512F
 * _mm256_max_p[s,d]               AVX
 * _mm256_min_epi[8,16,32]         AVX2
 * _mm256_min_epi64                AVX512VL + AVX512F
 * _mm256_min_epu[8,16,32]         AVX2
 * _mm256_min_epu64                AVX512VL + AVX512F
 * _mm256_min_p[s,d]               AVX
 * _mm256_mul_p[s,d]               AVX
 * _mm256_mullo_epi[16,32]         AVX2
 * _mm256_mullo_epi64              AVX512VL + AVX512DQ
 * _mm256_or_si256                 AVX2
 * _mm256_storeu_p[s,d]            AVX
 * _mm256_storeu_si256             AVX
 * _mm256_xor_si256                AVX2
 * _mm512_add_epi[8,16]            AVX512BW
 * _mm512_add_epi[32,64]           AVX512F
 * _mm512_add_p[s,d]               AVX512F
 * _mm512_adds_epi[8,16]           AVX512BW
 * _mm512_adds_epu[8,16]           AVX512BW
 * _mm512_and_si512                AVX512F
 * _mm512_cvtepi16_epi8            AVX512BW
 * _mm512_cvtepi8_epi16            AVX512BW
 * _mm512_loadu_p[s,d]             AVX512F
 * _mm512_loadu_si512              AVX512F
 * _mm512_max_epi[8,16]            AVX512BW
 * _mm512_max_epi[32,64]           AVX512F
 * _mm512_max_epu[8,16]            AVX512BW
 * _mm512_max_epu[32,64]           AVX512F
 * _mm512_max_p[s,d]               AVX512F
 * _mm512_min_epi[8,16]            AVX512BW
 * _mm512_min_epi[32,64]           AVX512F
 * _mm512_min_epu[8,16]            AVX512BW
 * _mm512_min_epu[32,64]           AVX512F
 * _mm512_min_p[s,d]               AVX512F
 * _mm512_mul_p[s,d]               AVX512F
 * _mm512_mullo_epi16              AVX512BW
 * _mm512_mullo_epi32              AVX512F
 * _mm512_mullo_epi64              AVX512DQ
 * _mm512_or_si512                 AVX512F
 * _mm512_storeu_p[s,d]            AVX512F
 * _mm512_storeu_si512             AVX512F
 * _mm512_xor_si512                AVX512F
 */

/*
 * Since all the functions in this file are essentially identical, we
 * use a macro to substitute in names and types.  The core operation
 * in all functions that use this macro is the same.
 *
 * This macro is for (out op in).
 *
 * Support ops: max, min, for signed/unsigned 8,16,32,64
 *              sum, for integer 8,16,32,64
 *
 */

#define OMPI_OP_AVX_HAS_FLAGS(_flag) \
  (((_flag) & mca_op_avx_component.flags) == (_flag))

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_FUNC(name, type_sign, type_size, type, op)               \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG|OMPI_OP_AVX_HAS_AVX512BW_FLAG) ) { \
        int types_per_step = (512 / 8) / sizeof(type);                         \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) {    \
            __m512i vecA = _mm512_loadu_si512((__m512*)in);                    \
            in += types_per_step;                                              \
            __m512i vecB = _mm512_loadu_si512((__m512*)out);                   \
            __m512i res = _mm512_##op##_ep##type_sign##type_size(vecA, vecB);  \
            _mm512_storeu_si512((__m512*)out, res);                            \
            out += types_per_step;                                             \
        }                                                                      \
        if( 0 == left_over ) return;                                           \
    }
#else
#error Target architecture lacks AVX512F support needed for _mm512_loadu_si512 and _mm512_storeu_si512
#endif  /* __AVX512F__ */
#else
#define OP_AVX_AVX512_FUNC(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX2_FUNC(name, type_sign, type_size, type, op)                 \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX2_FLAG | OMPI_OP_AVX_HAS_AVX_FLAG) ) {  \
        int types_per_step = (256 / 8) / sizeof(type);  /* AVX2 */             \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) {    \
            __m256i vecA = _mm256_loadu_si256((__m256i*)in);                   \
            in += types_per_step;                                              \
            __m256i vecB = _mm256_loadu_si256((__m256i*)out);                  \
            __m256i res = _mm256_##op##_ep##type_sign##type_size(vecA, vecB);  \
            _mm256_storeu_si256((__m256i*)out, res);                           \
            out += types_per_step;                                             \
        }                                                                      \
        if( 0 == left_over ) return;                                           \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_si256 and _mm256_storeu_si256
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX2_FUNC(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_SSE3_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE3__
#define OP_AVX_SSE4_1_FUNC(name, type_sign, type_size, type, op)               \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE3_FLAG | OMPI_OP_AVX_HAS_SSE4_1_FLAG) ) { \
        int types_per_step = (128 / 8) / sizeof(type);                         \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) {    \
            __m128i vecA = _mm_lddqu_si128((__m128i*)in);                      \
            in += types_per_step;                                              \
            __m128i vecB = _mm_lddqu_si128((__m128i*)out);                     \
            __m128i res = _mm_##op##_ep##type_sign##type_size(vecA, vecB);     \
            _mm_storeu_si128((__m128i*)out, res);                              \
            out += types_per_step;                                             \
        }                                                                      \
    }
#else
#error Target architecture lacks SSE3 support needed for _mm_lddqu_si128 and _mm_storeu_si128
#endif  /* __SSE3__ */
#else
#define OP_AVX_SSE4_1_FUNC(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_FUNC(name, type_sign, type_size, type, op)                      \
static void OP_CONCAT(ompi_op_avx_2buff_##name##_##type,PREPEND)(const void *_in, void *_out, int *count, \
                                                                 struct ompi_datatype_t **dtype, \
                                                                 struct ompi_op_base_module_1_0_0_t *module) \
{                                                                              \
    int left_over = *count;                                                    \
    type *in = (type*)_in, *out = (type*)_out;                                 \
    OP_AVX_AVX512_FUNC(name, type_sign, type_size, type, op);                  \
    OP_AVX_AVX2_FUNC(name, type_sign, type_size, type, op);                    \
    OP_AVX_SSE4_1_FUNC(name, type_sign, type_size, type, op);                  \
    while( left_over > 0 ) {                                                   \
        int how_much = (left_over > 8) ? 8 : left_over;                        \
        switch(how_much) {                                                     \
        case 8: out[7] = current_func(out[7], in[7]);                          \
        case 7: out[6] = current_func(out[6], in[6]);                          \
        case 6: out[5] = current_func(out[5], in[5]);                          \
        case 5: out[4] = current_func(out[4], in[4]);                          \
        case 4: out[3] = current_func(out[3], in[3]);                          \
        case 3: out[2] = current_func(out[2], in[2]);                          \
        case 2: out[1] = current_func(out[1], in[1]);                          \
        case 1: out[0] = current_func(out[0], in[0]);                          \
        }                                                                      \
        left_over -= how_much;                                                 \
        out += how_much;                                                       \
        in += how_much;                                                        \
    }                                                                          \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512BW__ && __AVX__
#define OP_AVX_AVX512_MUL(name, type_sign, type_size, type, op)         \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG | OMPI_OP_AVX_HAS_AVX512BW_FLAG) ) {  \
        int types_per_step = (256 / 8) / sizeof(type);                  \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m256i vecA_tmp = _mm256_loadu_si256((__m256i*)in);        \
            __m256i vecB_tmp = _mm256_loadu_si256((__m256i*)out);       \
            in += types_per_step;                                       \
            __m512i vecA = _mm512_cvtepi8_epi16(vecA_tmp);              \
            __m512i vecB = _mm512_cvtepi8_epi16(vecB_tmp);              \
            __m512i res = _mm512_##op##_ep##type_sign##16(vecA, vecB);  \
            vecB_tmp = _mm512_cvtepi16_epi8(res);                       \
            _mm256_storeu_si256((__m256i*)out, vecB_tmp);               \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX512BW and AVX support needed for _mm256_loadu_si256, _mm256_storeu_si256 and _mm512_cvtepi8_epi16
#endif  /* __AVX512BW__ && __AVX__ */
#else
#define OP_AVX_AVX512_MUL(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */
/**
 * There is no support for 16 to 8 conversion without AVX512BW and AVX512VL, so
 * there is no AVX-only optimized function possible for OP_AVX_AVX2_MUL.
 */

/* special case for int8 mul */
#define OP_AVX_MUL(name, type_sign, type_size, type, op)                \
static void OP_CONCAT( ompi_op_avx_2buff_##name##_##type, PREPEND)(const void *_in, void *_out, int *count, \
                                                                   struct ompi_datatype_t **dtype, \
                                                                   struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int left_over = *count;                                             \
    type *in = (type*)_in, *out = (type*)_out;                          \
    OP_AVX_AVX512_MUL(name, type_sign, type_size, type, op);            \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(out[7], in[7]);                   \
        case 7: out[6] = current_func(out[6], in[6]);                   \
        case 6: out[5] = current_func(out[5], in[5]);                   \
        case 5: out[4] = current_func(out[4], in[4]);                   \
        case 4: out[3] = current_func(out[3], in[3]);                   \
        case 3: out[2] = current_func(out[2], in[2]);                   \
        case 2: out[1] = current_func(out[1], in[1]);                   \
        case 1: out[0] = current_func(out[0], in[0]);                   \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in += how_much;                                                 \
    }                                                                   \
}

/*
 *  This macro is for bit-wise operations (out op in).
 *
 *  Support ops: or, xor, and of 512 bits (representing integer data)
 *
 */
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_BIT_FUNC(name, type_size, type, op)               \
    if( OMPI_OP_AVX_HAS_FLAGS( OMPI_OP_AVX_HAS_AVX512F_FLAG) ) {        \
        types_per_step = (512 / 8) / sizeof(type);                      \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m512i vecA = _mm512_loadu_si512((__m512i*)in);            \
            in += types_per_step;                                       \
            __m512i vecB = _mm512_loadu_si512((__m512i*)out);           \
            __m512i res = _mm512_##op##_si512(vecA, vecB);              \
            _mm512_storeu_si512((__m512i*)out, res);                    \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX512F support needed for _mm512_loadu_si512 and _mm512_storeu_si512
#endif  /* __AVX512F__ */
#else
#define OP_AVX_AVX512_BIT_FUNC(name, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX2_BIT_FUNC(name, type_size, type, op)                 \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX2_FLAG | OMPI_OP_AVX_HAS_AVX_FLAG) ) { \
        types_per_step = (256 / 8) / sizeof(type);                      \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m256i vecA = _mm256_loadu_si256((__m256i*)in);            \
            in += types_per_step;                                       \
            __m256i vecB = _mm256_loadu_si256((__m256i*)out);           \
            __m256i res = _mm256_##op##_si256(vecA, vecB);              \
            _mm256_storeu_si256((__m256i*)out, res);                    \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_si256 and _mm256_storeu_si256
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX2_BIT_FUNC(name, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_SSE3_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE3__ && __SSE2__
#define OP_AVX_SSE3_BIT_FUNC(name, type_size, type, op)                 \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE3_FLAG) ) {            \
        types_per_step = (128 / 8) / sizeof(type);                      \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m128i vecA = _mm_lddqu_si128((__m128i*)in);               \
            in += types_per_step;                                       \
            __m128i vecB = _mm_lddqu_si128((__m128i*)out);              \
            __m128i res = _mm_##op##_si128(vecA, vecB);                 \
            _mm_storeu_si128((__m128i*)out, res);                       \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE2 and SSE3 support needed for _mm_lddqu_si128 and _mm_storeu_si128
#endif  /* __SSE3__ && __SSE2__ */
#else
#define OP_AVX_SSE3_BIT_FUNC(name, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_BIT_FUNC(name, type_size, type, op)                      \
static void OP_CONCAT(ompi_op_avx_2buff_##name##_##type,PREPEND)(const void *_in, void *_out, int *count, \
                                                       struct ompi_datatype_t **dtype, \
                                                       struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int types_per_step, left_over = *count;                             \
    type *in = (type*)_in, *out = (type*)_out;                          \
    OP_AVX_AVX512_BIT_FUNC(name, type_size, type, op);                  \
    OP_AVX_AVX2_BIT_FUNC(name, type_size, type, op);                    \
    OP_AVX_SSE3_BIT_FUNC(name, type_size, type, op);                    \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(out[7], in[7]);                   \
        case 7: out[6] = current_func(out[6], in[6]);                   \
        case 6: out[5] = current_func(out[5], in[5]);                   \
        case 5: out[4] = current_func(out[4], in[4]);                   \
        case 4: out[3] = current_func(out[3], in[3]);                   \
        case 3: out[2] = current_func(out[2], in[2]);                   \
        case 2: out[1] = current_func(out[1], in[1]);                   \
        case 1: out[0] = current_func(out[0], in[0]);                   \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in += how_much;                                                 \
    }                                                                   \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_FLOAT_FUNC(op)                                    \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG) ) {         \
        types_per_step = (512 / 8) / sizeof(float);                     \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m512 vecA = _mm512_loadu_ps((__m512*)in);                 \
            __m512 vecB = _mm512_loadu_ps((__m512*)out);                \
            in += types_per_step;                                       \
            __m512 res = _mm512_##op##_ps(vecA, vecB);                  \
            _mm512_storeu_ps((__m512*)out, res);                        \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX512F support needed for _mm512_loadu_ps and _mm512_storeu_ps
#endif  /* __AVX512F__ */
#else
#define OP_AVX_AVX512_FLOAT_FUNC(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX_FLOAT_FUNC(op)                                       \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX_FLAG) ) {             \
        types_per_step = (256 / 8) / sizeof(float);                     \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m256 vecA = _mm256_loadu_ps(in);                          \
            in += types_per_step;                                       \
            __m256 vecB = _mm256_loadu_ps(out);                         \
            __m256 res = _mm256_##op##_ps(vecA, vecB);                  \
            _mm256_storeu_ps(out, res);                                 \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_ps and _mm256_storeu_ps
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX_FLOAT_FUNC(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_AVX_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE__
#define OP_AVX_SSE_FLOAT_FUNC(op)                                       \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE_FLAG) ) {             \
        types_per_step = (128 / 8) / sizeof(float);                     \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m128 vecA = _mm_loadu_ps(in);                             \
            in += types_per_step;                                       \
            __m128 vecB = _mm_loadu_ps(out);                            \
            __m128 res = _mm_##op##_ps(vecA, vecB);                     \
            _mm_storeu_ps(out, res);                                    \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE support needed for _mm_loadu_ps and _mm_storeu_ps
#endif  /* __SSE__ */
#else
#define OP_AVX_SSE_FLOAT_FUNC(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_FLOAT_FUNC(op) \
static void OP_CONCAT(ompi_op_avx_2buff_##op##_float,PREPEND)(const void *_in, void *_out, int *count, \
                                                              struct ompi_datatype_t **dtype, \
                                                              struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int types_per_step, left_over = *count;                             \
    float *in = (float*)_in, *out = (float*)_out;                       \
    OP_AVX_AVX512_FLOAT_FUNC(op);                                       \
    OP_AVX_AVX_FLOAT_FUNC(op);                                          \
    OP_AVX_SSE_FLOAT_FUNC(op);                                          \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(out[7], in[7]);                   \
        case 7: out[6] = current_func(out[6], in[6]);                   \
        case 6: out[5] = current_func(out[5], in[5]);                   \
        case 5: out[4] = current_func(out[4], in[4]);                   \
        case 4: out[3] = current_func(out[3], in[3]);                   \
        case 3: out[2] = current_func(out[2], in[2]);                   \
        case 2: out[1] = current_func(out[1], in[1]);                   \
        case 1: out[0] = current_func(out[0], in[0]);                   \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in += how_much;                                                 \
    }                                                                   \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_DOUBLE_FUNC(op)                                   \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG) ) {         \
        types_per_step = (512 / 8)  / sizeof(double);                   \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m512d vecA = _mm512_loadu_pd(in);                         \
            in += types_per_step;                                       \
            __m512d vecB = _mm512_loadu_pd(out);                        \
            __m512d res = _mm512_##op##_pd(vecA, vecB);                 \
            _mm512_storeu_pd((out), res);                               \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVXF512 support needed for _mm512_loadu_pd and _mm512_storeu_pd
#endif  /* __AVXF512__ */
#else
#define OP_AVX_AVX512_DOUBLE_FUNC(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX_DOUBLE_FUNC(op)                                      \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX_FLAG) ) {             \
        types_per_step = (256 / 8)  / sizeof(double);                   \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m256d vecA = _mm256_loadu_pd(in);                         \
            in += types_per_step;                                       \
            __m256d vecB = _mm256_loadu_pd(out);                        \
            __m256d res = _mm256_##op##_pd(vecA, vecB);                 \
            _mm256_storeu_pd(out, res);                                 \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
      }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_pd and _mm256_storeu_pd
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX_DOUBLE_FUNC(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_AVX_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE2__
#define OP_AVX_SSE2_DOUBLE_FUNC(op)                                     \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE2_FLAG) ) {            \
        types_per_step = (128 / 8)  / sizeof(double);                   \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m128d vecA = _mm_loadu_pd(in);                            \
            in += types_per_step;                                       \
            __m128d vecB = _mm_loadu_pd(out);                           \
            __m128d res = _mm_##op##_pd(vecA, vecB);                    \
            _mm_storeu_pd(out, res);                                    \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE2 support needed for _mm_loadu_pd and _mm_storeu_pd
#endif  /* __SSE2__ */
#else
#define OP_AVX_SSE2_DOUBLE_FUNC(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_DOUBLE_FUNC(op) \
static void OP_CONCAT(ompi_op_avx_2buff_##op##_double,PREPEND)(const void *_in, void *_out, int *count, \
                                                               struct ompi_datatype_t **dtype, \
                                                               struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int types_per_step = (512 / 8)  / sizeof(double);                   \
    int left_over = *count;                                             \
    double* in = (double*)_in;                                          \
    double* out = (double*)_out;                                        \
    OP_AVX_AVX512_DOUBLE_FUNC(op);                                      \
    OP_AVX_AVX_DOUBLE_FUNC(op);                                         \
    OP_AVX_SSE2_DOUBLE_FUNC(op);                                        \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(out[7], in[7]);                   \
        case 7: out[6] = current_func(out[6], in[6]);                   \
        case 6: out[5] = current_func(out[5], in[5]);                   \
        case 5: out[4] = current_func(out[4], in[4]);                   \
        case 4: out[3] = current_func(out[3], in[3]);                   \
        case 3: out[2] = current_func(out[2], in[2]);                   \
        case 2: out[1] = current_func(out[1], in[1]);                   \
        case 1: out[0] = current_func(out[0], in[0]);                   \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in += how_much;                                                 \
    }                                                                   \
}


/*************************************************************************
 * Max
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) > (b) ? (a) : (b))
    OP_AVX_FUNC(max, i, 8,    int8_t, max)
    OP_AVX_FUNC(max, u, 8,   uint8_t, max)
    OP_AVX_FUNC(max, i, 16,  int16_t, max)
    OP_AVX_FUNC(max, u, 16, uint16_t, max)
    OP_AVX_FUNC(max, i, 32,  int32_t, max)
    OP_AVX_FUNC(max, u, 32, uint32_t, max)
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
    OP_AVX_FUNC(max, i, 64,  int64_t, max)
    OP_AVX_FUNC(max, u, 64, uint64_t, max)
#endif

    /* Floating point */
    OP_AVX_FLOAT_FUNC(max)
    OP_AVX_DOUBLE_FUNC(max)

/*************************************************************************
 * Min
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) < (b) ? (a) : (b))
    OP_AVX_FUNC(min, i, 8,    int8_t, min)
    OP_AVX_FUNC(min, u, 8,   uint8_t, min)
    OP_AVX_FUNC(min, i, 16,  int16_t, min)
    OP_AVX_FUNC(min, u, 16, uint16_t, min)
    OP_AVX_FUNC(min, i, 32,  int32_t, min)
    OP_AVX_FUNC(min, u, 32, uint32_t, min)
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
    OP_AVX_FUNC(min, i, 64,  int64_t, min)
    OP_AVX_FUNC(min, u, 64, uint64_t, min)
#endif

    /* Floating point */
    OP_AVX_FLOAT_FUNC(min)
    OP_AVX_DOUBLE_FUNC(min)

/*************************************************************************
 * Sum
 ************************************************************************/
#undef current_func
#define current_func(a, b) ((a) + (b))
    OP_AVX_FUNC(sum, i, 8,    int8_t, adds)
    OP_AVX_FUNC(sum, u, 8,   uint8_t, adds)
    OP_AVX_FUNC(sum, i, 16,  int16_t, adds)
    OP_AVX_FUNC(sum, u, 16, uint16_t, adds)
    OP_AVX_FUNC(sum, i, 32,  int32_t, add)
    OP_AVX_FUNC(sum, i, 32, uint32_t, add)
    OP_AVX_FUNC(sum, i, 64,  int64_t, add)
    OP_AVX_FUNC(sum, i, 64, uint64_t, add)

    /* Floating point */
    OP_AVX_FLOAT_FUNC(add)
    OP_AVX_DOUBLE_FUNC(add)

/*************************************************************************
 * Product
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) * (b))
    OP_AVX_MUL(prod, i, 8, int8_t, mullo)
    OP_AVX_MUL(prod, i, 8, uint8_t, mullo)
    OP_AVX_FUNC(prod, i, 16,  int16_t, mullo)
    OP_AVX_FUNC(prod, i, 16, uint16_t, mullo)
    OP_AVX_FUNC(prod, i, 32,  int32_t, mullo)
    OP_AVX_FUNC(prod, i ,32, uint32_t, mullo)
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
    OP_AVX_FUNC(prod, i, 64,  int64_t, mullo)
    OP_AVX_FUNC(prod, i, 64, uint64_t, mullo)
#endif

    /* Floating point */
    OP_AVX_FLOAT_FUNC(mul)
    OP_AVX_DOUBLE_FUNC(mul)

/*************************************************************************
 * Bitwise AND
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) & (b))
    OP_AVX_BIT_FUNC(band, 8,    int8_t, and)
    OP_AVX_BIT_FUNC(band, 8,   uint8_t, and)
    OP_AVX_BIT_FUNC(band, 16,  int16_t, and)
    OP_AVX_BIT_FUNC(band, 16, uint16_t, and)
    OP_AVX_BIT_FUNC(band, 32,  int32_t, and)
    OP_AVX_BIT_FUNC(band, 32, uint32_t, and)
    OP_AVX_BIT_FUNC(band, 64,  int64_t, and)
    OP_AVX_BIT_FUNC(band, 64, uint64_t, and)

    // not defined - OP_AVX_FLOAT_FUNC(and)
    // not defined - OP_AVX_DOUBLE_FUNC(and)

/*************************************************************************
 * Bitwise OR
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) | (b))
    OP_AVX_BIT_FUNC(bor, 8,    int8_t, or)
    OP_AVX_BIT_FUNC(bor, 8,   uint8_t, or)
    OP_AVX_BIT_FUNC(bor, 16,  int16_t, or)
    OP_AVX_BIT_FUNC(bor, 16, uint16_t, or)
    OP_AVX_BIT_FUNC(bor, 32,  int32_t, or)
    OP_AVX_BIT_FUNC(bor, 32, uint32_t, or)
    OP_AVX_BIT_FUNC(bor, 64,  int64_t, or)
    OP_AVX_BIT_FUNC(bor, 64, uint64_t, or)

    // not defined - OP_AVX_FLOAT_FUNC(or)
    // not defined - OP_AVX_DOUBLE_FUNC(or)

/*************************************************************************
 * Bitwise XOR
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) ^ (b))
    OP_AVX_BIT_FUNC(bxor, 8,    int8_t, xor)
    OP_AVX_BIT_FUNC(bxor, 8,   uint8_t, xor)
    OP_AVX_BIT_FUNC(bxor, 16,  int16_t, xor)
    OP_AVX_BIT_FUNC(bxor, 16, uint16_t, xor)
    OP_AVX_BIT_FUNC(bxor, 32,  int32_t, xor)
    OP_AVX_BIT_FUNC(bxor, 32, uint32_t, xor)
    OP_AVX_BIT_FUNC(bxor, 64,  int64_t, xor)
    OP_AVX_BIT_FUNC(bxor, 64, uint64_t, xor)

    // not defined - OP_AVX_FLOAT_FUNC(xor)
    // not defined - OP_AVX_DOUBLE_FUNC(xor)

/*
 *  This is a three buffer (2 input and 1 output) version of the reduction
 *  routines, needed for some optimizations.
 */
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_FUNC_3(name, type_sign, type_size, type, op)      \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG|OMPI_OP_AVX_HAS_AVX512BW_FLAG) ) {   \
        int types_per_step = (512 / 8) / sizeof(type);                  \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m512i vecA = _mm512_loadu_si512(in1);                     \
            __m512i vecB = _mm512_loadu_si512(in2);                     \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m512i res = _mm512_##op##_ep##type_sign##type_size(vecA, vecB); \
            _mm512_storeu_si512((out), res);                            \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX512F support needed for _mm512_loadu_si512 and _mm512_storeu_si512
#endif  /* __AVX512F__ */
#else
#define OP_AVX_AVX512_FUNC_3(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX2_FUNC_3(name, type_sign, type_size, type, op)        \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX2_FLAG | OMPI_OP_AVX_HAS_AVX_FLAG) ) { \
        int types_per_step = (256 / 8) / sizeof(type);                  \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m256i vecA = _mm256_loadu_si256((__m256i*)in1);           \
            __m256i vecB = _mm256_loadu_si256((__m256i*)in2);           \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m256i res = _mm256_##op##_ep##type_sign##type_size(vecA, vecB); \
            _mm256_storeu_si256((__m256i*)out, res);                    \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_si256 and _mm256_storeu_si256
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX2_FUNC_3(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_SSE3_CODE) && defined(OMPI_MCA_OP_HAVE_SSE41) && (1 == OMPI_MCA_OP_HAVE_SSE41) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE3__ && __SSE2__
#define OP_AVX_SSE4_1_FUNC_3(name, type_sign, type_size, type, op)      \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE3_FLAG | OMPI_OP_AVX_HAS_SSE4_1_FLAG) ) {       \
        int types_per_step = (128 / 8) / sizeof(type);                  \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m128i vecA = _mm_lddqu_si128((__m128i*)in1);              \
            __m128i vecB = _mm_lddqu_si128((__m128i*)in2);              \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m128i res = _mm_##op##_ep##type_sign##type_size(vecA, vecB); \
            _mm_storeu_si128((__m128i*)out, res);                       \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE2 and SSE3 support needed for _mm_lddqu_si128 and _mm_storeu_si128
#endif  /* __SSE3__ && __SSE2__ */
#else
#define OP_AVX_SSE4_1_FUNC_3(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_FUNC_3(name, type_sign, type_size, type, op)               \
static void OP_CONCAT(ompi_op_avx_3buff_##name##_##type,PREPEND)(const void * restrict _in1, \
                                                                 const void * restrict _in2, \
                                                                 void * restrict _out, int *count, \
                                                                 struct ompi_datatype_t **dtype, \
                                                                 struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    type *in1 = (type*)_in1, *in2 = (type*)_in2, *out = (type*)_out;    \
    int left_over = *count;                                             \
    OP_AVX_AVX512_FUNC_3(name, type_sign, type_size, type, op);         \
    OP_AVX_AVX2_FUNC_3(name, type_sign, type_size, type, op);           \
    OP_AVX_SSE4_1_FUNC_3(name, type_sign, type_size, type, op);         \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(in1[7], in2[7]);                  \
        case 7: out[6] = current_func(in1[6], in2[6]);                  \
        case 6: out[5] = current_func(in1[5], in2[5]);                  \
        case 5: out[4] = current_func(in1[4], in2[4]);                  \
        case 4: out[3] = current_func(in1[3], in2[3]);                  \
        case 3: out[2] = current_func(in1[2], in2[2]);                  \
        case 2: out[1] = current_func(in1[1], in2[1]);                  \
        case 1: out[0] = current_func(in1[0], in2[0]);                  \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in1 += how_much;                                                \
        in2 += how_much;                                                \
    }                                                                   \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512BW__ && __AVX__
#define OP_AVX_AVX512_MUL_3(name, type_sign, type_size, type, op)       \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG | OMPI_OP_AVX_HAS_AVX512BW_FLAG) ) { \
        int types_per_step = (256 / 8) / sizeof(type);                  \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m256i vecA_tmp = _mm256_loadu_si256((__m256i*)in1);       \
            __m256i vecB_tmp = _mm256_loadu_si256((__m256i*)in2);       \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m512i vecA = _mm512_cvtepi8_epi16(vecA_tmp);              \
            __m512i vecB = _mm512_cvtepi8_epi16(vecB_tmp);              \
            __m512i res = _mm512_##op##_ep##type_sign##16(vecA, vecB);  \
            vecB_tmp = _mm512_cvtepi16_epi8(res);                       \
            _mm256_storeu_si256((__m256i*)out, vecB_tmp);               \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
  }
#else
#error Target architecture lacks AVX512BW and AVX support needed for _mm256_loadu_si256, _mm256_storeu_si256 and _mm512_cvtepi8_epi16
#endif  /* __AVX512BW__ && __AVX__ */
#else
#define OP_AVX_AVX512_MUL_3(name, type_sign, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */
/**
 * There is no support for 16 to 8 conversion without AVX512BW and AVX512VL, so
 * there is no AVX-only optimized function possible for OP_AVX_AVX2_MUL.
 */

/* special case for int8 mul */
#define OP_AVX_MUL_3(name, type_sign, type_size, type, op)              \
static void OP_CONCAT(ompi_op_avx_3buff_##name##_##type,PREPEND)(const void * restrict _in1, \
                                                                 const void * restrict _in2, \
                                                                 void * restrict _out, int *count, \
                                                                 struct ompi_datatype_t **dtype, \
                                                                 struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    type *in1 = (type*)_in1, *in2 = (type*)_in2, *out = (type*)_out;    \
    int left_over = *count;                                             \
    OP_AVX_AVX512_MUL_3(name, type_sign, type_size, type, op);          \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(in1[7], in2[7]);                  \
        case 7: out[6] = current_func(in1[6], in2[6]);                  \
        case 6: out[5] = current_func(in1[5], in2[5]);                  \
        case 5: out[4] = current_func(in1[4], in2[4]);                  \
        case 4: out[3] = current_func(in1[3], in2[3]);                  \
        case 3: out[2] = current_func(in1[2], in2[2]);                  \
        case 2: out[1] = current_func(in1[1], in2[1]);                  \
        case 1: out[0] = current_func(in1[0], in2[0]);                  \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in1 += how_much;                                                \
        in2 += how_much;                                                \
    }                                                                   \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_BIT_FUNC_3(name, type_size, type, op)             \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG) ) {         \
        types_per_step = (512 / 8) / sizeof(type);                      \
        for (; left_over >= types_per_step; left_over -= types_per_step) {  \
            __m512i vecA = _mm512_loadu_si512(in1);                     \
            __m512i vecB = _mm512_loadu_si512(in2);                     \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m512i res = _mm512_##op##_si512(vecA, vecB);              \
            _mm512_storeu_si512(out, res);                              \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX512F support needed for _mm512_loadu_si512 and _mm512_storeu_si512
#endif  /* __AVX512F__ */
#else
#define OP_AVX_AVX512_BIT_FUNC_3(name, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX2_BIT_FUNC_3(name, type_size, type, op)               \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX2_FLAG | OMPI_OP_AVX_HAS_AVX_FLAG) ) { \
        types_per_step = (256 / 8) / sizeof(type);                      \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) {     \
            __m256i vecA = _mm256_loadu_si256((__m256i*)in1);           \
            __m256i vecB = _mm256_loadu_si256((__m256i*)in2);           \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m256i res = _mm256_##op##_si256(vecA, vecB);              \
            _mm256_storeu_si256((__m256i*)out, res);                    \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_si256 and _mm256_storeu_si256
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX2_BIT_FUNC_3(name, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_SSE3_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE3__ && __SSE2__
#define OP_AVX_SSE3_BIT_FUNC_3(name, type_size, type, op)               \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE3_FLAG) ) {            \
        types_per_step = (128 / 8) / sizeof(type);                      \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) {     \
            __m128i vecA = _mm_lddqu_si128((__m128i*)in1);              \
            __m128i vecB = _mm_lddqu_si128((__m128i*)in2);              \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m128i res = _mm_##op##_si128(vecA, vecB);                 \
            _mm_storeu_si128((__m128i*)out, res);                       \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE2 and SSE3 support needed for _mm_lddqu_si128 and _mm_storeu_si128
#endif  /* __SSE3__ && __SSE2__ */
#else
#define OP_AVX_SSE3_BIT_FUNC_3(name, type_size, type, op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_BIT_FUNC_3(name, type_size, type, op)                    \
static void OP_CONCAT(ompi_op_avx_3buff_##op##_##type,PREPEND)(const void *_in1, const void *_in2, \
                                                               void *_out, int *count, \
                                                               struct ompi_datatype_t **dtype, \
                                                               struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int types_per_step, left_over = *count;                             \
    type *in1 = (type*)_in1, *in2 = (type*)_in2, *out = (type*)_out;    \
    OP_AVX_AVX512_BIT_FUNC_3(name, type_size, type, op);                \
    OP_AVX_AVX2_BIT_FUNC_3(name, type_size, type, op);                  \
    OP_AVX_SSE3_BIT_FUNC_3(name, type_size, type, op);                  \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(in1[7], in2[7]);                  \
        case 7: out[6] = current_func(in1[6], in2[6]);                  \
        case 6: out[5] = current_func(in1[5], in2[5]);                  \
        case 5: out[4] = current_func(in1[4], in2[4]);                  \
        case 4: out[3] = current_func(in1[3], in2[3]);                  \
        case 3: out[2] = current_func(in1[2], in2[2]);                  \
        case 2: out[1] = current_func(in1[1], in2[1]);                  \
        case 1: out[0] = current_func(in1[0], in2[0]);                  \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in1 += how_much;                                                \
        in2 += how_much;                                                \
    }                                                                   \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_FLOAT_FUNC_3(op)                                  \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG) ) {         \
        types_per_step = (512 / 8) / sizeof(float);                     \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m512 vecA = _mm512_loadu_ps(in1);                         \
            __m512 vecB = _mm512_loadu_ps(in2);                         \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m512 res = _mm512_##op##_ps(vecA, vecB);                  \
            _mm512_storeu_ps(out, res);                                 \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX512F support needed for _mm512_loadu_ps and _mm512_storeu_ps
#endif  /* __AVX512F__ */
#else
#define OP_AVX_AVX512_FLOAT_FUNC_3(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX_FLOAT_FUNC_3(op)                                     \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX_FLAG) ) {             \
        types_per_step = (256 / 8) / sizeof(float);                     \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m256 vecA = _mm256_loadu_ps(in1);                         \
            __m256 vecB = _mm256_loadu_ps(in2);                         \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m256 res = _mm256_##op##_ps(vecA, vecB);                  \
            _mm256_storeu_ps(out, res);                                 \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_ps and _mm256_storeu_ps
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX_FLOAT_FUNC_3(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_AVX_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE__
#define OP_AVX_SSE_FLOAT_FUNC_3(op)                  \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE_FLAG) ) {             \
        types_per_step = (128 / 8) / sizeof(float);                     \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m128 vecA = _mm_loadu_ps(in1);                            \
            __m128 vecB = _mm_loadu_ps(in2);                            \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m128 res = _mm_##op##_ps(vecA, vecB);                     \
            _mm_storeu_ps(out, res);                                    \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE support needed for _mm_loadu_ps and _mm_storeu_ps
#endif  /* __SSE__ */
#else
#define OP_AVX_SSE_FLOAT_FUNC_3(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_FLOAT_FUNC_3(op)                                         \
static void OP_CONCAT(ompi_op_avx_3buff_##op##_float,PREPEND)(const void *_in1, const void *_in2, \
                                                              void *_out, int *count, \
                                                              struct ompi_datatype_t **dtype, \
                                                              struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int types_per_step, left_over = *count;                             \
    float *in1 = (float*)_in1, *in2 = (float*)_in2, *out = (float*)_out; \
    OP_AVX_AVX512_FLOAT_FUNC_3(op);                                     \
    OP_AVX_AVX_FLOAT_FUNC_3(op);                                        \
    OP_AVX_SSE_FLOAT_FUNC_3(op);                                        \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(in1[7], in2[7]);                  \
        case 7: out[6] = current_func(in1[6], in2[6]);                  \
        case 6: out[5] = current_func(in1[5], in2[5]);                  \
        case 5: out[4] = current_func(in1[4], in2[4]);                  \
        case 4: out[3] = current_func(in1[3], in2[3]);                  \
        case 3: out[2] = current_func(in1[2], in2[2]);                  \
        case 2: out[1] = current_func(in1[1], in2[1]);                  \
        case 1: out[0] = current_func(in1[0], in2[0]);                  \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in1 += how_much;                                                \
        in2 += how_much;                                                \
    }                                                                   \
}

#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
#if __AVX512F__
#define OP_AVX_AVX512_DOUBLE_FUNC_3(op)                                 \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX512F_FLAG) ) {         \
        types_per_step = (512 / 8) / sizeof(double);                    \
        for (; left_over >= types_per_step; left_over -= types_per_step) { \
            __m512d vecA = _mm512_loadu_pd((in1));                      \
            __m512d vecB = _mm512_loadu_pd((in2));                      \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m512d res = _mm512_##op##_pd(vecA, vecB);                 \
            _mm512_storeu_pd((out), res);                               \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVXF512 support needed for _mm512_loadu_pd and _mm512_storeu_pd
#endif  /* __AVXF512__ */
#else
#define OP_AVX_AVX512_DOUBLE_FUNC_3(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512) */

#if defined(GENERATE_AVX2_CODE) && defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2)
#if __AVX__
#define OP_AVX_AVX_DOUBLE_FUNC_3(op)                                    \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_AVX_FLAG) ) {             \
        types_per_step = (256 / 8) / sizeof(double);                    \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m256d vecA = _mm256_loadu_pd(in1);                        \
            __m256d vecB = _mm256_loadu_pd(in2);                        \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m256d res = _mm256_##op##_pd(vecA, vecB);                 \
            _mm256_storeu_pd(out, res);                                 \
            out += types_per_step;                                      \
        }                                                               \
        if( 0 == left_over ) return;                                    \
    }
#else
#error Target architecture lacks AVX support needed for _mm256_loadu_pd and _mm256_storeu_pd
#endif  /* __AVX__ */
#else
#define OP_AVX_AVX_DOUBLE_FUNC_3(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX2) && (1 == OMPI_MCA_OP_HAVE_AVX2) */

#if defined(GENERATE_AVX_CODE) && defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX)
#if __SSE2__
#define OP_AVX_SSE2_DOUBLE_FUNC_3(op)                                   \
    if( OMPI_OP_AVX_HAS_FLAGS(OMPI_OP_AVX_HAS_SSE2_FLAG) ) {            \
        types_per_step = (128 / 8) / sizeof(double);                    \
        for( ; left_over >= types_per_step; left_over -= types_per_step ) { \
            __m128d vecA = _mm_loadu_pd(in1);                           \
            __m128d vecB = _mm_loadu_pd(in2);                           \
            in1 += types_per_step;                                      \
            in2 += types_per_step;                                      \
            __m128d res = _mm_##op##_pd(vecA, vecB);                    \
            _mm_storeu_pd(out, res);                                    \
            out += types_per_step;                                      \
        }                                                               \
    }
#else
#error Target architecture lacks SSE2 support needed for _mm_loadu_pd and _mm_storeu_pd
#endif  /* __SSE2__ */
#else
#define OP_AVX_SSE2_DOUBLE_FUNC_3(op) {}
#endif  /* defined(OMPI_MCA_OP_HAVE_AVX) && (1 == OMPI_MCA_OP_HAVE_AVX) */

#define OP_AVX_DOUBLE_FUNC_3(op)                                        \
static void OP_CONCAT(ompi_op_avx_3buff_##op##_double,PREPEND)(const void *_in1, const void *_in2, \
                                                               void *_out, int *count, \
                                                               struct ompi_datatype_t **dtype, \
                                                               struct ompi_op_base_module_1_0_0_t *module) \
{                                                                       \
    int types_per_step, left_over = *count;                             \
    double *in1 = (double*)_in1, *in2 = (double*)_in2, *out = (double*)_out; \
    OP_AVX_AVX512_DOUBLE_FUNC_3(op);                                    \
    OP_AVX_AVX_DOUBLE_FUNC_3(op);                                       \
    OP_AVX_SSE2_DOUBLE_FUNC_3(op);                                      \
    while( left_over > 0 ) {                                            \
        int how_much = (left_over > 8) ? 8 : left_over;                 \
        switch(how_much) {                                              \
        case 8: out[7] = current_func(in1[7], in2[7]);                  \
        case 7: out[6] = current_func(in1[6], in2[6]);                  \
        case 6: out[5] = current_func(in1[5], in2[5]);                  \
        case 5: out[4] = current_func(in1[4], in2[4]);                  \
        case 4: out[3] = current_func(in1[3], in2[3]);                  \
        case 3: out[2] = current_func(in1[2], in2[2]);                  \
        case 2: out[1] = current_func(in1[1], in2[1]);                  \
        case 1: out[0] = current_func(in1[0], in2[0]);                  \
        }                                                               \
        left_over -= how_much;                                          \
        out += how_much;                                                \
        in1 += how_much;                                                \
        in2 += how_much;                                                \
    }                                                                   \
}

/*************************************************************************
 * Max
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) > (b) ? (a) : (b))

    OP_AVX_FUNC_3(max, i, 8,    int8_t, max)
    OP_AVX_FUNC_3(max, u, 8,   uint8_t, max)
    OP_AVX_FUNC_3(max, i, 16,  int16_t, max)
    OP_AVX_FUNC_3(max, u, 16, uint16_t, max)
    OP_AVX_FUNC_3(max, i, 32,  int32_t, max)
    OP_AVX_FUNC_3(max, u, 32, uint32_t, max)
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
    OP_AVX_FUNC_3(max, i, 64,  int64_t, max)
    OP_AVX_FUNC_3(max, u, 64, uint64_t, max)
#endif

    /* Floating point */
    OP_AVX_FLOAT_FUNC_3(max)
    OP_AVX_DOUBLE_FUNC_3(max)

/*************************************************************************
 * Min
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) < (b) ? (a) : (b))
    OP_AVX_FUNC_3(min, i, 8,    int8_t, min)
    OP_AVX_FUNC_3(min, u, 8,   uint8_t, min)
    OP_AVX_FUNC_3(min, i, 16,  int16_t, min)
    OP_AVX_FUNC_3(min, u, 16, uint16_t, min)
    OP_AVX_FUNC_3(min, i, 32,  int32_t, min)
    OP_AVX_FUNC_3(min, u, 32, uint32_t, min)
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
    OP_AVX_FUNC_3(min, i, 64,  int64_t, min)
    OP_AVX_FUNC_3(min, u, 64, uint64_t, min)
#endif

    /* Floating point */
    OP_AVX_FLOAT_FUNC_3(min)
    OP_AVX_DOUBLE_FUNC_3(min)

/*************************************************************************
 * Sum
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) + (b))

    OP_AVX_FUNC_3(sum, i, 8,    int8_t, add)
    OP_AVX_FUNC_3(sum, i, 8,   uint8_t, add)
    OP_AVX_FUNC_3(sum, i, 16,  int16_t, add)
    OP_AVX_FUNC_3(sum, i, 16, uint16_t, add)
    OP_AVX_FUNC_3(sum, i, 32,  int32_t, add)
    OP_AVX_FUNC_3(sum, i, 32, uint32_t, add)
    OP_AVX_FUNC_3(sum, i, 64,  int64_t, add)
    OP_AVX_FUNC_3(sum, i, 64, uint64_t, add)

    /* Floating point */
    OP_AVX_FLOAT_FUNC_3(add)
    OP_AVX_DOUBLE_FUNC_3(add)

/*************************************************************************
 * Product
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) * (b))
    OP_AVX_MUL_3(prod, i, 8, int8_t, mullo)
    OP_AVX_MUL_3(prod, i, 8, uint8_t, mullo)
    OP_AVX_FUNC_3(prod, i, 16,  int16_t, mullo)
    OP_AVX_FUNC_3(prod, i, 16, uint16_t, mullo)
    OP_AVX_FUNC_3(prod, i, 32,  int32_t, mullo)
    OP_AVX_FUNC_3(prod, i ,32, uint32_t, mullo)
#if defined(GENERATE_AVX512_CODE) && defined(OMPI_MCA_OP_HAVE_AVX512) && (1 == OMPI_MCA_OP_HAVE_AVX512)
    OP_AVX_FUNC_3(prod, i, 64,  int64_t, mullo)
    OP_AVX_FUNC_3(prod, i, 64, uint64_t, mullo)
#endif

    /* Floating point */
    OP_AVX_FLOAT_FUNC_3(mul)
    OP_AVX_DOUBLE_FUNC_3(mul)

/*************************************************************************
 * Bitwise AND
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) & (b))
    OP_AVX_BIT_FUNC_3(band, 8,    int8_t, and)
    OP_AVX_BIT_FUNC_3(band, 8,   uint8_t, and)
    OP_AVX_BIT_FUNC_3(band, 16,  int16_t, and)
    OP_AVX_BIT_FUNC_3(band, 16, uint16_t, and)
    OP_AVX_BIT_FUNC_3(band, 32,  int32_t, and)
    OP_AVX_BIT_FUNC_3(band, 32, uint32_t, and)
    OP_AVX_BIT_FUNC_3(band, 64,  int64_t, and)
    OP_AVX_BIT_FUNC_3(band, 64, uint64_t, and)

    // not defined - OP_AVX_FLOAT_FUNC_3(and)
    // not defined - OP_AVX_DOUBLE_FUNC_3(and)

/*************************************************************************
 * Bitwise OR
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) | (b))
    OP_AVX_BIT_FUNC_3(bor, 8,    int8_t, or)
    OP_AVX_BIT_FUNC_3(bor, 8,   uint8_t, or)
    OP_AVX_BIT_FUNC_3(bor, 16,  int16_t, or)
    OP_AVX_BIT_FUNC_3(bor, 16, uint16_t, or)
    OP_AVX_BIT_FUNC_3(bor, 32,  int32_t, or)
    OP_AVX_BIT_FUNC_3(bor, 32, uint32_t, or)
    OP_AVX_BIT_FUNC_3(bor, 64,  int64_t, or)
    OP_AVX_BIT_FUNC_3(bor, 64, uint64_t, or)

    // not defined - OP_AVX_FLOAT_FUNC_3(or)
    // not defined - OP_AVX_DOUBLE_FUNC_3(or)

/*************************************************************************
 * Bitwise XOR
 *************************************************************************/
#undef current_func
#define current_func(a, b) ((a) ^ (b))
    OP_AVX_BIT_FUNC_3(bxor, 8,    int8_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 8,   uint8_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 16,  int16_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 16, uint16_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 32,  int32_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 32, uint32_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 64,  int64_t, xor)
    OP_AVX_BIT_FUNC_3(bxor, 64, uint64_t, xor)

    // not defined - OP_AVX_FLOAT_FUNC_3(xor)
    // not defined - OP_AVX_DOUBLE_FUNC_3(xor)

/** C integer ***********************************************************/
#define C_INTEGER_8_16_32(name, ftype)                                                         \
    [OMPI_OP_BASE_TYPE_INT8_T]   = OP_CONCAT(ompi_op_avx_##ftype##_##name##_int8_t,PREPEND),   \
    [OMPI_OP_BASE_TYPE_UINT8_T]  = OP_CONCAT(ompi_op_avx_##ftype##_##name##_uint8_t,PREPEND),  \
    [OMPI_OP_BASE_TYPE_INT16_T]  = OP_CONCAT(ompi_op_avx_##ftype##_##name##_int16_t,PREPEND),  \
    [OMPI_OP_BASE_TYPE_UINT16_T] = OP_CONCAT(ompi_op_avx_##ftype##_##name##_uint16_t,PREPEND), \
    [OMPI_OP_BASE_TYPE_INT32_T]  = OP_CONCAT(ompi_op_avx_##ftype##_##name##_int32_t,PREPEND),  \
    [OMPI_OP_BASE_TYPE_UINT32_T] = OP_CONCAT(ompi_op_avx_##ftype##_##name##_uint32_t,PREPEND)

#define C_INTEGER(name, ftype)                                                                 \
    C_INTEGER_8_16_32(name, ftype),                                                            \
    [OMPI_OP_BASE_TYPE_INT64_T]  = OP_CONCAT(ompi_op_avx_##ftype##_##name##_int64_t,PREPEND),  \
    [OMPI_OP_BASE_TYPE_UINT64_T] = OP_CONCAT(ompi_op_avx_##ftype##_##name##_uint64_t,PREPEND)

#if defined(GENERATE_AVX512_CODE)
#define C_INTEGER_OPTIONAL(name, ftype)                                                        \
    C_INTEGER_8_16_32(name, ftype),                                                            \
    [OMPI_OP_BASE_TYPE_INT64_T]  = OP_CONCAT(ompi_op_avx_##ftype##_##name##_int64_t,PREPEND),  \
    [OMPI_OP_BASE_TYPE_UINT64_T] = OP_CONCAT(ompi_op_avx_##ftype##_##name##_uint64_t,PREPEND)
#else
#define C_INTEGER_OPTIONAL(name, ftype)                                                        \
    C_INTEGER_8_16_32(name, ftype)
#endif

/** Floating point, including all the Fortran reals *********************/
#define FLOAT(name, ftype) OP_CONCAT(ompi_op_avx_##ftype##_##name##_float,PREPEND)
#define DOUBLE(name, ftype) OP_CONCAT(ompi_op_avx_##ftype##_##name##_double,PREPEND)

#define FLOATING_POINT(name, ftype)                                         \
    [OMPI_OP_BASE_TYPE_SHORT_FLOAT] = NULL,                                 \
    [OMPI_OP_BASE_TYPE_FLOAT] = FLOAT(name, ftype),                         \
    [OMPI_OP_BASE_TYPE_DOUBLE] = DOUBLE(name, ftype)

/*
 * MPI_OP_NULL
 * All types
 */
#define FLAGS_NO_FLOAT \
        (OMPI_OP_FLAGS_INTRINSIC | OMPI_OP_FLAGS_ASSOC | OMPI_OP_FLAGS_COMMUTE)
#define FLAGS \
        (OMPI_OP_FLAGS_INTRINSIC | OMPI_OP_FLAGS_ASSOC | \
         OMPI_OP_FLAGS_FLOAT_ASSOC | OMPI_OP_FLAGS_COMMUTE)

ompi_op_base_handler_fn_t OP_CONCAT(ompi_op_avx_functions, PREPEND)[OMPI_OP_BASE_FORTRAN_OP_MAX][OMPI_OP_BASE_TYPE_MAX] =
{
    /* Corresponds to MPI_OP_NULL */
    [OMPI_OP_BASE_FORTRAN_NULL] = {
        /* Leaving this empty puts in NULL for all entries */
        NULL,
    },
    /* Corresponds to MPI_MAX */
    [OMPI_OP_BASE_FORTRAN_MAX] = {
        C_INTEGER_OPTIONAL(max, 2buff),
        FLOATING_POINT(max, 2buff),
    },
    /* Corresponds to MPI_MIN */
    [OMPI_OP_BASE_FORTRAN_MIN] = {
        C_INTEGER_OPTIONAL(min, 2buff),
        FLOATING_POINT(min, 2buff),
    },
    /* Corresponds to MPI_SUM */
    [OMPI_OP_BASE_FORTRAN_SUM] = {
        C_INTEGER(sum, 2buff),
        FLOATING_POINT(add, 2buff),
    },
    /* Corresponds to MPI_PROD */
    [OMPI_OP_BASE_FORTRAN_PROD] = {
        C_INTEGER_OPTIONAL(prod, 2buff),
        FLOATING_POINT(mul, 2buff),
    },
    /* Corresponds to MPI_LAND */
    [OMPI_OP_BASE_FORTRAN_LAND] = {
        NULL,
    },
    /* Corresponds to MPI_BAND */
    [OMPI_OP_BASE_FORTRAN_BAND] = {
        C_INTEGER(band, 2buff),
    },
    /* Corresponds to MPI_LOR */
    [OMPI_OP_BASE_FORTRAN_LOR] = {
        NULL,
    },
    /* Corresponds to MPI_BOR */
    [OMPI_OP_BASE_FORTRAN_BOR] = {
        C_INTEGER(bor, 2buff),
    },
    /* Corresponds to MPI_LXOR */
    [OMPI_OP_BASE_FORTRAN_LXOR] = {
        NULL,
    },
    /* Corresponds to MPI_BXOR */
    [OMPI_OP_BASE_FORTRAN_BXOR] = {
        C_INTEGER(bxor, 2buff),
    },
    /* Corresponds to MPI_REPLACE */
    [OMPI_OP_BASE_FORTRAN_REPLACE] = {
        /* (MPI_ACCUMULATE is handled differently than the other
           reductions, so just zero out its function
           implementations here to ensure that users don't invoke
           MPI_REPLACE with any reduction operations other than
           ACCUMULATE) */
        NULL,
    },

};

ompi_op_base_3buff_handler_fn_t OP_CONCAT(ompi_op_avx_3buff_functions, PREPEND)[OMPI_OP_BASE_FORTRAN_OP_MAX][OMPI_OP_BASE_TYPE_MAX] =
{
    /* Corresponds to MPI_OP_NULL */
    [OMPI_OP_BASE_FORTRAN_NULL] = {
        /* Leaving this empty puts in NULL for all entries */
        NULL,
    },
    /* Corresponds to MPI_MAX */
    [OMPI_OP_BASE_FORTRAN_MAX] = {
        C_INTEGER_OPTIONAL(max, 3buff),
        FLOATING_POINT(max, 3buff),
    },
    /* Corresponds to MPI_MIN */
    [OMPI_OP_BASE_FORTRAN_MIN] = {
        C_INTEGER_OPTIONAL(min, 3buff),
        FLOATING_POINT(min, 3buff),
    },
    /* Corresponds to MPI_SUM */
    [OMPI_OP_BASE_FORTRAN_SUM] = {
        C_INTEGER(sum, 3buff),
        FLOATING_POINT(add, 3buff),
    },
    /* Corresponds to MPI_PROD */
    [OMPI_OP_BASE_FORTRAN_PROD] = {
        C_INTEGER_OPTIONAL(prod, 3buff),
        FLOATING_POINT(mul, 3buff),
    },
    /* Corresponds to MPI_LAND */
    [OMPI_OP_BASE_FORTRAN_LAND] ={
        NULL,
    },
    /* Corresponds to MPI_BAND */
    [OMPI_OP_BASE_FORTRAN_BAND] = {
        C_INTEGER(and, 3buff),
    },
    /* Corresponds to MPI_LOR */
    [OMPI_OP_BASE_FORTRAN_LOR] = {
        NULL,
    },
    /* Corresponds to MPI_BOR */
    [OMPI_OP_BASE_FORTRAN_BOR] = {
        C_INTEGER(or, 3buff),
    },
    /* Corresponds to MPI_LXOR */
    [OMPI_OP_BASE_FORTRAN_LXOR] = {
        NULL,
    },
    /* Corresponds to MPI_BXOR */
    [OMPI_OP_BASE_FORTRAN_BXOR] = {
        C_INTEGER(xor, 3buff),
    },
    /* Corresponds to MPI_REPLACE */
    [OMPI_OP_BASE_FORTRAN_REPLACE] = {
        /* MPI_ACCUMULATE is handled differently than the other
           reductions, so just zero out its function
           implementations here to ensure that users don't invoke
           MPI_REPLACE with any reduction operations other than
           ACCUMULATE */
        NULL,
    },
};