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#include <c10/util/BFloat16.h>
#include <c10/util/complex.h>
#include <c10/util/irange.h>
#include <torch/csrc/utils/byte_order.h>
#include <cstring>
#include <vector>
#if defined(_MSC_VER)
#include <stdlib.h>
#endif
namespace {
static void swapBytes16(void* ptr) {
uint16_t output = 0;
memcpy(&output, ptr, sizeof(uint16_t));
#if defined(_MSC_VER) && !defined(_DEBUG)
output = _byteswap_ushort(output);
#elif defined(__llvm__) || defined(__GNUC__) && !defined(__ICC)
output = __builtin_bswap16(output);
#else
uint16_t Hi = output >> 8;
uint16_t Lo = output << 8;
output = Hi | Lo;
#endif
memcpy(ptr, &output, sizeof(uint16_t));
}
static void swapBytes32(void* ptr) {
uint32_t output = 0;
memcpy(&output, ptr, sizeof(uint32_t));
#if defined(_MSC_VER) && !defined(_DEBUG)
output = _byteswap_ulong(output);
#elif defined(__llvm__) || defined(__GNUC__) && !defined(__ICC)
output = __builtin_bswap32(output);
#else
uint32_t Byte0 = output & 0x000000FF;
uint32_t Byte1 = output & 0x0000FF00;
uint32_t Byte2 = output & 0x00FF0000;
uint32_t Byte3 = output & 0xFF000000;
output = (Byte0 << 24) | (Byte1 << 8) | (Byte2 >> 8) | (Byte3 >> 24);
#endif
memcpy(ptr, &output, sizeof(uint32_t));
}
static void swapBytes64(void* ptr) {
uint64_t output = 0;
memcpy(&output, ptr, sizeof(uint64_t));
#if defined(_MSC_VER)
output = _byteswap_uint64(output);
#elif defined(__llvm__) || defined(__GNUC__) && !defined(__ICC)
output = __builtin_bswap64(output);
#else
uint64_t Byte0 = output & 0x00000000000000FF;
uint64_t Byte1 = output & 0x000000000000FF00;
uint64_t Byte2 = output & 0x0000000000FF0000;
uint64_t Byte3 = output & 0x00000000FF000000;
uint64_t Byte4 = output & 0x000000FF00000000;
uint64_t Byte5 = output & 0x0000FF0000000000;
uint64_t Byte6 = output & 0x00FF000000000000;
uint64_t Byte7 = output & 0xFF00000000000000;
output = (Byte0 << (7 * 8)) | (Byte1 << (5 * 8)) | (Byte2 << (3 * 8)) |
(Byte3 << (1 * 8)) | (Byte7 >> (7 * 8)) | (Byte6 >> (5 * 8)) |
(Byte5 >> (3 * 8)) | (Byte4 >> (1 * 8));
#endif
memcpy(ptr, &output, sizeof(uint64_t));
}
static uint16_t decodeUInt16(const uint8_t* data) {
uint16_t output = 0;
memcpy(&output, data, sizeof(uint16_t));
return output;
}
static uint16_t decodeUInt16ByteSwapped(const uint8_t* data) {
uint16_t output = decodeUInt16(data);
swapBytes16(&output);
return output;
}
static uint32_t decodeUInt32(const uint8_t* data) {
uint32_t output = 0;
memcpy(&output, data, sizeof(uint32_t));
return output;
}
static uint32_t decodeUInt32ByteSwapped(const uint8_t* data) {
uint32_t output = decodeUInt32(data);
swapBytes32(&output);
return output;
}
static uint64_t decodeUInt64(const uint8_t* data) {
uint64_t output = 0;
memcpy(&output, data, sizeof(uint64_t));
return output;
}
static uint64_t decodeUInt64ByteSwapped(const uint8_t* data) {
uint64_t output = decodeUInt64(data);
swapBytes64(&output);
return output;
}
} // anonymous namespace
namespace torch::utils {
THPByteOrder THP_nativeByteOrder() {
uint32_t x = 1;
return *(uint8_t*)&x ? THP_LITTLE_ENDIAN : THP_BIG_ENDIAN;
}
template <typename T, typename U>
void THP_decodeBuffer(T* dst, const uint8_t* src, U type, size_t len) {
if constexpr (std::is_same_v<U, THPByteOrder>)
THP_decodeBuffer(dst, src, type != THP_nativeByteOrder(), len);
else {
auto func = [&](const uint8_t* src_data) {
if constexpr (std::is_same_v<T, int16_t>) {
return type ? decodeUInt16ByteSwapped(src_data)
: decodeUInt16(src_data);
} else if constexpr (std::is_same_v<T, int32_t>) {
return type ? decodeUInt32ByteSwapped(src_data)
: decodeUInt32(src_data);
} else if constexpr (std::is_same_v<T, int64_t>) {
return type ? decodeUInt64ByteSwapped(src_data)
: decodeUInt64(src_data);
}
};
for (const auto i : c10::irange(len)) {
dst[i] = static_cast<T>(func(src));
src += sizeof(T);
}
}
}
template <>
TORCH_API void THP_decodeBuffer<c10::Half, bool>(
c10::Half* dst,
const uint8_t* src,
bool do_byte_swap,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint16_t x;
c10::Half f;
};
x = (do_byte_swap ? decodeUInt16ByteSwapped(src) : decodeUInt16(src));
dst[i] = f;
src += sizeof(uint16_t);
}
}
template <>
TORCH_API void THP_decodeBuffer<at::BFloat16, bool>(
at::BFloat16* dst,
const uint8_t* src,
bool do_byte_swap,
size_t len) {
for (const auto i : c10::irange(len)) {
uint16_t x =
(do_byte_swap ? decodeUInt16ByteSwapped(src) : decodeUInt16(src));
std::memcpy(&dst[i], &x, sizeof(dst[i]));
src += sizeof(uint16_t);
}
}
template <>
TORCH_API void THP_decodeBuffer<bool, bool>(
bool* dst,
const uint8_t* src,
bool,
size_t len) {
for (const auto i : c10::irange(len)) {
dst[i] = (int)src[i] != 0 ? true : false;
}
}
template <>
TORCH_API void THP_decodeBuffer<float, bool>(
float* dst,
const uint8_t* src,
bool do_byte_swap,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint32_t x;
float f;
};
x = (do_byte_swap ? decodeUInt32ByteSwapped(src) : decodeUInt32(src));
dst[i] = f;
src += sizeof(float);
}
}
template <>
TORCH_API void THP_decodeBuffer<double, bool>(
double* dst,
const uint8_t* src,
bool do_byte_swap,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint64_t x;
double d;
};
x = (do_byte_swap ? decodeUInt64ByteSwapped(src) : decodeUInt64(src));
dst[i] = d;
src += sizeof(double);
}
}
template <>
TORCH_API void THP_decodeBuffer<c10::complex<float>, bool>(
c10::complex<float>* dst,
const uint8_t* src,
bool do_byte_swap,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint32_t x;
float re;
};
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint32_t y;
float im;
};
x = (do_byte_swap ? decodeUInt32ByteSwapped(src) : decodeUInt32(src));
src += sizeof(float);
y = (do_byte_swap ? decodeUInt32ByteSwapped(src) : decodeUInt32(src));
src += sizeof(float);
dst[i] = c10::complex<float>(re, im);
}
}
template <>
TORCH_API void THP_decodeBuffer<c10::complex<double>, bool>(
c10::complex<double>* dst,
const uint8_t* src,
bool do_byte_swap,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint64_t x;
double re;
};
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint64_t y;
double im;
};
static_assert(sizeof(uint64_t) == sizeof(double));
x = (do_byte_swap ? decodeUInt64ByteSwapped(src) : decodeUInt64(src));
src += sizeof(double);
y = (do_byte_swap ? decodeUInt64ByteSwapped(src) : decodeUInt64(src));
src += sizeof(double);
dst[i] = c10::complex<double>(re, im);
}
}
#define DEFINE_DECODE(TYPE, ORDER) \
template TORCH_API void THP_decodeBuffer<TYPE, ORDER>( \
TYPE * dst, const uint8_t* src, ORDER type, size_t len);
DEFINE_DECODE(int16_t, THPByteOrder)
DEFINE_DECODE(int32_t, THPByteOrder)
DEFINE_DECODE(int64_t, THPByteOrder)
DEFINE_DECODE(c10::Half, THPByteOrder)
DEFINE_DECODE(float, THPByteOrder)
DEFINE_DECODE(double, THPByteOrder)
DEFINE_DECODE(c10::BFloat16, THPByteOrder)
DEFINE_DECODE(c10::complex<float>, THPByteOrder)
DEFINE_DECODE(c10::complex<double>, THPByteOrder)
DEFINE_DECODE(int16_t, bool)
DEFINE_DECODE(int32_t, bool)
DEFINE_DECODE(int64_t, bool)
#undef DEFINE_DECODE
template <typename T>
void THP_encodeBuffer(
uint8_t* dst,
const T* src,
THPByteOrder order,
size_t len) {
memcpy(dst, src, sizeof(T) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(len)) {
(void)i;
if constexpr (std::is_same_v<T, int16_t>) {
swapBytes16(dst);
} else if constexpr (
std::is_same_v<T, int32_t> || std::is_same_v<T, float>) {
swapBytes32(dst);
} else if constexpr (
std::is_same_v<T, int64_t> || std::is_same_v<T, double>) {
swapBytes64(dst);
}
dst += sizeof(T);
}
}
}
template <typename T>
static std::vector<T> complex_to_float(const c10::complex<T>* src, size_t len) {
std::vector<T> new_src;
new_src.reserve(2 * len);
for (const auto i : c10::irange(len)) {
auto elem = src[i];
new_src.emplace_back(elem.real());
new_src.emplace_back(elem.imag());
}
return new_src;
}
template <>
TORCH_API void THP_encodeBuffer<c10::complex<float>>(
uint8_t* dst,
const c10::complex<float>* src,
THPByteOrder order,
size_t len) {
auto new_src = complex_to_float(src, len);
memcpy(dst, static_cast<void*>(&new_src), 2 * sizeof(float) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(2 * len)) {
(void)i; // Suppress unused variable warning
swapBytes32(dst);
dst += sizeof(float);
}
}
}
template <>
TORCH_API void THP_encodeBuffer<c10::complex<double>>(
uint8_t* dst,
const c10::complex<double>* src,
THPByteOrder order,
size_t len) {
auto new_src = complex_to_float(src, len);
memcpy(dst, static_cast<void*>(&new_src), 2 * sizeof(double) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(2 * len)) {
(void)i; // Suppress unused variable warning
swapBytes64(dst);
dst += sizeof(double);
}
}
}
#define DEFINE_ENCODE(TYPE) \
template TORCH_API void THP_encodeBuffer<TYPE>( \
uint8_t * dst, const TYPE* src, THPByteOrder order, size_t len);
DEFINE_ENCODE(int16_t)
DEFINE_ENCODE(int32_t)
DEFINE_ENCODE(int64_t)
DEFINE_ENCODE(float)
DEFINE_ENCODE(double)
#undef DEFINE_ENCODE
} // namespace torch::utils
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