zhagnlu d07197ab1a
enhance: add compare simd function (#29432)
#26137

Signed-off-by: luzhang <luzhang@zilliz.com>
Co-authored-by: luzhang <luzhang@zilliz.com>
2024-01-07 20:20:57 +08:00

596 lines
21 KiB
C++

// Copyright (C) 2019-2023 Zilliz. All rights reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance
// with the License. You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software distributed under the License
// is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
// or implied. See the License for the specific language governing permissions and limitations under the License.
// -*- c++ -*-
#include "hook.h"
#include <iostream>
#include <mutex>
#include <string>
#include "ref.h"
#include "log/Log.h"
#if defined(__x86_64__)
#include "avx2.h"
#include "avx512.h"
#include "sse2.h"
#include "sse4.h"
#include "instruction_set.h"
#elif defined(__ARM_NEON)
#include "neon.h"
#endif
namespace milvus {
namespace simd {
decltype(get_bitset_block) get_bitset_block = GetBitsetBlockRef;
decltype(all_false) all_false = AllFalseRef;
decltype(all_true) all_true = AllTrueRef;
decltype(invert_bool) invert_bool = InvertBoolRef;
decltype(and_bool) and_bool = AndBoolRef;
decltype(or_bool) or_bool = OrBoolRef;
#define DECLARE_FIND_TERM_PTR(type) \
FindTermPtr<type> find_term_##type = FindTermRef<type>;
DECLARE_FIND_TERM_PTR(bool)
DECLARE_FIND_TERM_PTR(int8_t)
DECLARE_FIND_TERM_PTR(int16_t)
DECLARE_FIND_TERM_PTR(int32_t)
DECLARE_FIND_TERM_PTR(int64_t)
DECLARE_FIND_TERM_PTR(float)
DECLARE_FIND_TERM_PTR(double)
#define DECLARE_COMPARE_VAL_PTR(prefix, RefFunc, type) \
CompareValPtr<type> prefix##_##type = RefFunc<type>;
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, bool)
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, int8_t)
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, int16_t)
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, int32_t)
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, int64_t)
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, float)
DECLARE_COMPARE_VAL_PTR(equal_val, EqualValRef, double)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, bool)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, int8_t)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, int16_t)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, int32_t)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, int64_t)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, float)
DECLARE_COMPARE_VAL_PTR(less_val, LessValRef, double)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, bool)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, int8_t)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, int16_t)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, int32_t)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, int64_t)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, float)
DECLARE_COMPARE_VAL_PTR(greater_val, GreaterValRef, double)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, bool)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, int8_t)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, int16_t)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, int32_t)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, int64_t)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, float)
DECLARE_COMPARE_VAL_PTR(less_equal_val, LessEqualValRef, double)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, bool)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, int8_t)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, int16_t)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, int32_t)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, int64_t)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, float)
DECLARE_COMPARE_VAL_PTR(greater_equal_val, GreaterEqualValRef, double)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, bool)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, int8_t)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, int16_t)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, int32_t)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, int64_t)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, float)
DECLARE_COMPARE_VAL_PTR(not_equal_val, NotEqualValRef, double)
#define DECLARE_COMPARE_COL_PTR(prefix, RefFunc, type) \
CompareColPtr<type> prefix##_##type = RefFunc<type>;
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, bool)
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, int8_t)
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, int16_t)
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, int32_t)
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, int64_t)
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, float)
DECLARE_COMPARE_COL_PTR(equal_col, EqualColumnRef, double)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, bool)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, int8_t)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, int16_t)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, int32_t)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, int64_t)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, float)
DECLARE_COMPARE_COL_PTR(less_col, LessColumnRef, double)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, bool)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, int8_t)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, int16_t)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, int32_t)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, int64_t)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, float)
DECLARE_COMPARE_COL_PTR(greater_col, GreaterColumnRef, double)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, bool)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, int8_t)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, int16_t)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, int32_t)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, int64_t)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, float)
DECLARE_COMPARE_COL_PTR(less_equal_col, LessEqualColumnRef, double)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, bool)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, int8_t)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, int16_t)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, int32_t)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, int64_t)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, float)
DECLARE_COMPARE_COL_PTR(greater_equal_col, GreaterEqualColumnRef, double)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, bool)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, int8_t)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, int16_t)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, int32_t)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, int64_t)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, float)
DECLARE_COMPARE_COL_PTR(not_equal_col, NotEqualColumnRef, double)
#if defined(__x86_64__)
bool
cpu_support_avx512() {
InstructionSet& instruction_set_inst = InstructionSet::GetInstance();
return (instruction_set_inst.AVX512F() && instruction_set_inst.AVX512DQ() &&
instruction_set_inst.AVX512BW() && instruction_set_inst.AVX512VL());
}
bool
cpu_support_avx2() {
InstructionSet& instruction_set_inst = InstructionSet::GetInstance();
return (instruction_set_inst.AVX2());
}
bool
cpu_support_sse4_2() {
InstructionSet& instruction_set_inst = InstructionSet::GetInstance();
return (instruction_set_inst.SSE42());
}
bool
cpu_support_sse2() {
InstructionSet& instruction_set_inst = InstructionSet::GetInstance();
return (instruction_set_inst.SSE2());
}
#endif
static void
bitset_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// SSE2 have best performance in test.
if (cpu_support_sse2()) {
simd_type = "SSE2";
get_bitset_block = GetBitsetBlockSSE2;
}
#endif
// TODO: support arm cpu
LOG_INFO("bitset hook simd type: {}", simd_type);
}
static void
find_term_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
if (cpu_support_avx512()) {
simd_type = "AVX512";
find_term_bool = FindTermAVX512<bool>;
find_term_int8_t = FindTermAVX512<int8_t>;
find_term_int16_t = FindTermAVX512<int16_t>;
find_term_int32_t = FindTermAVX512<int32_t>;
find_term_int64_t = FindTermAVX512<int64_t>;
find_term_float = FindTermAVX512<float>;
find_term_double = FindTermAVX512<double>;
} else if (cpu_support_avx2()) {
simd_type = "AVX2";
find_term_bool = FindTermAVX2<bool>;
find_term_int8_t = FindTermAVX2<int8_t>;
find_term_int16_t = FindTermAVX2<int16_t>;
find_term_int32_t = FindTermAVX2<int32_t>;
find_term_int64_t = FindTermAVX2<int64_t>;
find_term_float = FindTermAVX2<float>;
find_term_double = FindTermAVX2<double>;
} else if (cpu_support_sse4_2()) {
simd_type = "SSE4";
find_term_bool = FindTermSSE4<bool>;
find_term_int8_t = FindTermSSE4<int8_t>;
find_term_int16_t = FindTermSSE4<int16_t>;
find_term_int32_t = FindTermSSE4<int32_t>;
find_term_int64_t = FindTermSSE4<int64_t>;
find_term_float = FindTermSSE4<float>;
find_term_double = FindTermSSE4<double>;
} else if (cpu_support_sse2()) {
simd_type = "SSE2";
find_term_bool = FindTermSSE2<bool>;
find_term_int8_t = FindTermSSE2<int8_t>;
find_term_int16_t = FindTermSSE2<int16_t>;
find_term_int32_t = FindTermSSE2<int32_t>;
find_term_int64_t = FindTermSSE2<int64_t>;
find_term_float = FindTermSSE2<float>;
find_term_double = FindTermSSE2<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("find term hook simd type: {}", simd_type);
}
static void
all_boolean_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
if (cpu_support_sse2()) {
simd_type = "SSE2";
all_false = AllFalseSSE2;
all_true = AllTrueSSE2;
}
#elif defined(__ARM_NEON)
simd_type = "NEON";
all_false = AllFalseNEON;
all_true = AllTrueNEON;
#endif
// TODO: support arm cpu
LOG_INFO("AllFalse/AllTrue hook simd type: {}", simd_type);
}
static void
invert_boolean_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
if (cpu_support_sse2()) {
simd_type = "SSE2";
invert_bool = InvertBoolSSE2;
}
#elif defined(__ARM_NEON)
simd_type = "NEON";
invert_bool = InvertBoolNEON;
#endif
// TODO: support arm cpu
LOG_INFO("InvertBoolean hook simd type: {}", simd_type);
}
static void
logical_boolean_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
if (cpu_support_avx512()) {
simd_type = "AVX512";
and_bool = AndBoolAVX512;
or_bool = OrBoolAVX512;
} else if (cpu_support_avx2()) {
simd_type = "AVX2";
and_bool = AndBoolAVX2;
or_bool = OrBoolAVX2;
} else if (cpu_support_sse2()) {
simd_type = "SSE2";
and_bool = AndBoolSSE2;
or_bool = OrBoolSSE2;
}
#elif defined(__ARM_NEON)
simd_type = "NEON";
and_bool = AndBoolNEON;
or_bool = OrBoolNEON;
#endif
// TODO: support arm cpu
LOG_INFO("InvertBoolean hook simd type: {}", simd_type);
}
static void
boolean_hook() {
all_boolean_hook();
invert_boolean_hook();
logical_boolean_hook();
}
static void
equal_val_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
equal_val_int8_t = EqualValAVX512<int8_t>;
equal_val_int16_t = EqualValAVX512<int16_t>;
equal_val_int32_t = EqualValAVX512<int32_t>;
equal_val_int64_t = EqualValAVX512<int64_t>;
equal_val_float = EqualValAVX512<float>;
equal_val_double = EqualValAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("equal val hook simd type: {} ", simd_type);
}
static void
less_val_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
less_val_int8_t = LessValAVX512<int8_t>;
less_val_int16_t = LessValAVX512<int16_t>;
less_val_int32_t = LessValAVX512<int32_t>;
less_val_int64_t = LessValAVX512<int64_t>;
less_val_float = LessValAVX512<float>;
less_val_double = LessValAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("less than val hook simd type:{} ", simd_type);
}
static void
greater_val_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
greater_val_int8_t = GreaterValAVX512<int8_t>;
greater_val_int16_t = GreaterValAVX512<int16_t>;
greater_val_int32_t = GreaterValAVX512<int32_t>;
greater_val_int64_t = GreaterValAVX512<int64_t>;
greater_val_float = GreaterValAVX512<float>;
greater_val_double = GreaterValAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("greater than val hook simd type: {} ", simd_type);
}
static void
less_equal_val_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
less_equal_val_int8_t = LessEqualValAVX512<int8_t>;
less_equal_val_int16_t = LessEqualValAVX512<int16_t>;
less_equal_val_int32_t = LessEqualValAVX512<int32_t>;
less_equal_val_int64_t = LessEqualValAVX512<int64_t>;
less_equal_val_float = LessEqualValAVX512<float>;
less_equal_val_double = LessEqualValAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("less equal than val hook simd type: {} ", simd_type);
}
static void
greater_equal_val_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
greater_equal_val_int8_t = GreaterEqualValAVX512<int8_t>;
greater_equal_val_int16_t = GreaterEqualValAVX512<int16_t>;
greater_equal_val_int32_t = GreaterEqualValAVX512<int32_t>;
greater_equal_val_int64_t = GreaterEqualValAVX512<int64_t>;
greater_equal_val_float = GreaterEqualValAVX512<float>;
greater_equal_val_double = GreaterEqualValAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("greater equal than val hook simd type: {} ", simd_type);
}
static void
not_equal_val_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
not_equal_val_int8_t = NotEqualValAVX512<int8_t>;
not_equal_val_int16_t = NotEqualValAVX512<int16_t>;
not_equal_val_int32_t = NotEqualValAVX512<int32_t>;
not_equal_val_int64_t = NotEqualValAVX512<int64_t>;
not_equal_val_float = NotEqualValAVX512<float>;
not_equal_val_double = NotEqualValAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("not equal val hook simd type: {}", simd_type);
}
static void
equal_col_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
equal_col_int8_t = EqualColumnAVX512<int8_t>;
equal_col_int16_t = EqualColumnAVX512<int16_t>;
equal_col_int32_t = EqualColumnAVX512<int32_t>;
equal_col_int64_t = EqualColumnAVX512<int64_t>;
equal_col_float = EqualColumnAVX512<float>;
equal_col_double = EqualColumnAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("equal column hook simd type:{} ", simd_type);
}
static void
less_col_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
less_col_int8_t = LessColumnAVX512<int8_t>;
less_col_int16_t = LessColumnAVX512<int16_t>;
less_col_int32_t = LessColumnAVX512<int32_t>;
less_col_int64_t = LessColumnAVX512<int64_t>;
less_col_float = LessColumnAVX512<float>;
less_col_double = LessColumnAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("less than column hook simd type:{} ", simd_type);
}
static void
greater_col_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
greater_col_int8_t = GreaterColumnAVX512<int8_t>;
greater_col_int16_t = GreaterColumnAVX512<int16_t>;
greater_col_int32_t = GreaterColumnAVX512<int32_t>;
greater_col_int64_t = GreaterColumnAVX512<int64_t>;
greater_col_float = GreaterColumnAVX512<float>;
greater_col_double = GreaterColumnAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("greater than column hook simd type:{} ", simd_type);
}
static void
less_equal_col_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
less_equal_col_int8_t = LessEqualColumnAVX512<int8_t>;
less_equal_col_int16_t = LessEqualColumnAVX512<int16_t>;
less_equal_col_int32_t = LessEqualColumnAVX512<int32_t>;
less_equal_col_int64_t = LessEqualColumnAVX512<int64_t>;
less_equal_col_float = LessEqualColumnAVX512<float>;
less_equal_col_double = LessEqualColumnAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("less equal than column hook simd type: {}", simd_type);
}
static void
greater_equal_col_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
greater_equal_col_int8_t = GreaterEqualColumnAVX512<int8_t>;
greater_equal_col_int16_t = GreaterEqualColumnAVX512<int16_t>;
greater_equal_col_int32_t = GreaterEqualColumnAVX512<int32_t>;
greater_equal_col_int64_t = GreaterEqualColumnAVX512<int64_t>;
greater_equal_col_float = GreaterEqualColumnAVX512<float>;
greater_equal_col_double = GreaterEqualColumnAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("greater equal than column hook simd type:{} ", simd_type);
}
static void
not_equal_col_hook() {
static std::mutex hook_mutex;
std::lock_guard<std::mutex> lock(hook_mutex);
std::string simd_type = "REF";
#if defined(__x86_64__)
// Only support avx512 for now
if (cpu_support_avx512()) {
simd_type = "AVX512";
not_equal_col_int8_t = NotEqualColumnAVX512<int8_t>;
not_equal_col_int16_t = NotEqualColumnAVX512<int16_t>;
not_equal_col_int32_t = NotEqualColumnAVX512<int32_t>;
not_equal_col_int64_t = NotEqualColumnAVX512<int64_t>;
not_equal_col_float = NotEqualColumnAVX512<float>;
not_equal_col_double = NotEqualColumnAVX512<double>;
}
#endif
// TODO: support arm cpu
LOG_INFO("not equal column hook simd type: {}", simd_type);
}
static void
compare_hook() {
equal_val_hook();
less_val_hook();
greater_val_hook();
less_equal_val_hook();
greater_equal_val_hook();
not_equal_val_hook();
equal_col_hook();
less_col_hook();
greater_col_hook();
less_equal_col_hook();
greater_equal_col_hook();
not_equal_col_hook();
}
static int init_hook_ = []() {
bitset_hook();
boolean_hook();
find_term_hook();
compare_hook();
return 0;
}();
} // namespace simd
} // namespace milvus