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#include <c10/util/BFloat16.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 inline void swapBytes16(void* ptr) {
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
uint16_t output;
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 inline void swapBytes32(void* ptr) {
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
uint32_t output;
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 inline void swapBytes64(void* ptr) {
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
uint64_t output;
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 inline uint16_t decodeUInt16LE(const uint8_t* data) {
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
uint16_t output;
memcpy(&output, data, sizeof(uint16_t));
return output;
}
static inline uint16_t decodeUInt16BE(const uint8_t* data) {
uint16_t output = decodeUInt16LE(data);
swapBytes16(&output);
return output;
}
static inline uint32_t decodeUInt32LE(const uint8_t* data) {
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
uint32_t output;
memcpy(&output, data, sizeof(uint32_t));
return output;
}
static inline uint32_t decodeUInt32BE(const uint8_t* data) {
uint32_t output = decodeUInt32LE(data);
swapBytes32(&output);
return output;
}
static inline uint64_t decodeUInt64LE(const uint8_t* data) {
// NOLINTNEXTLINE(cppcoreguidelines-init-variables)
uint64_t output;
memcpy(&output, data, sizeof(uint64_t));
return output;
}
static inline uint64_t decodeUInt64BE(const uint8_t* data) {
uint64_t output = decodeUInt64LE(data);
swapBytes64(&output);
return output;
}
} // anonymous namespace
namespace torch {
namespace utils {
THPByteOrder THP_nativeByteOrder() {
uint32_t x = 1;
return *(uint8_t*)&x ? THP_LITTLE_ENDIAN : THP_BIG_ENDIAN;
}
void THP_decodeInt16Buffer(
int16_t* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
dst[i] =
(int16_t)(order == THP_BIG_ENDIAN ? decodeUInt16BE(src) : decodeUInt16LE(src));
src += sizeof(int16_t);
}
}
void THP_decodeInt32Buffer(
int32_t* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
dst[i] =
(int32_t)(order == THP_BIG_ENDIAN ? decodeUInt32BE(src) : decodeUInt32LE(src));
src += sizeof(int32_t);
}
}
void THP_decodeInt64Buffer(
int64_t* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
dst[i] =
(int64_t)(order == THP_BIG_ENDIAN ? decodeUInt64BE(src) : decodeUInt64LE(src));
src += sizeof(int64_t);
}
}
void THP_decodeHalfBuffer(
c10::Half* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint16_t x;
c10::Half f;
};
x = (order == THP_BIG_ENDIAN ? decodeUInt16BE(src) : decodeUInt16LE(src));
dst[i] = f;
src += sizeof(uint16_t);
}
}
void THP_decodeBFloat16Buffer(
at::BFloat16* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
uint16_t x =
(order == THP_BIG_ENDIAN ? decodeUInt16BE(src) : decodeUInt16LE(src));
std::memcpy(&dst[i], &x, sizeof(dst[i]));
src += sizeof(uint16_t);
}
}
void THP_decodeBoolBuffer(
bool* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
dst[i] = (int)src[i] != 0 ? true : false;
}
}
void THP_decodeFloatBuffer(
float* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint32_t x;
float f;
};
x = (order == THP_BIG_ENDIAN ? decodeUInt32BE(src) : decodeUInt32LE(src));
dst[i] = f;
src += sizeof(float);
}
}
void THP_decodeDoubleBuffer(
double* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint64_t x;
double d;
};
x = (order == THP_BIG_ENDIAN ? decodeUInt64BE(src) : decodeUInt64LE(src));
dst[i] = d;
src += sizeof(double);
}
}
void THP_decodeComplexFloatBuffer(
c10::complex<float>* dst,
const uint8_t* src,
THPByteOrder order,
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 = (order == THP_BIG_ENDIAN ? decodeUInt32BE(src) : decodeUInt32LE(src));
src += sizeof(float);
y = (order == THP_BIG_ENDIAN ? decodeUInt32BE(src) : decodeUInt32LE(src));
src += sizeof(float);
dst[i] = c10::complex<float>(re, im);
}
}
void THP_decodeComplexDoubleBuffer(
c10::complex<double>* dst,
const uint8_t* src,
THPByteOrder order,
size_t len) {
for (const auto i : c10::irange(len)) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint32_t x;
double re;
};
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union {
uint32_t y;
double im;
};
x = (order == THP_BIG_ENDIAN ? decodeUInt64BE(src) : decodeUInt64LE(src));
src += sizeof(double);
y = (order == THP_BIG_ENDIAN ? decodeUInt64BE(src) : decodeUInt64LE(src));
src += sizeof(double);
dst[i] = c10::complex<double>(re, im);
}
}
void THP_encodeInt16Buffer(
uint8_t* dst,
const int16_t* src,
THPByteOrder order,
size_t len) {
memcpy(dst, src, sizeof(int16_t) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(len)) {
(void)i;
swapBytes16(dst);
dst += sizeof(int16_t);
}
}
}
void THP_encodeInt32Buffer(
uint8_t* dst,
const int32_t* src,
THPByteOrder order,
size_t len) {
memcpy(dst, src, sizeof(int32_t) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(len)) {
(void)i;
swapBytes32(dst);
dst += sizeof(int32_t);
}
}
}
void THP_encodeInt64Buffer(
uint8_t* dst,
const int64_t* src,
THPByteOrder order,
size_t len) {
memcpy(dst, src, sizeof(int64_t) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(len)) {
(void)i;
swapBytes64(dst);
dst += sizeof(int64_t);
}
}
}
void THP_encodeFloatBuffer(
uint8_t* dst,
const float* src,
THPByteOrder order,
size_t len) {
memcpy(dst, src, sizeof(float) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(len)) {
(void)i;
swapBytes32(dst);
dst += sizeof(float);
}
}
}
void THP_encodeDoubleBuffer(
uint8_t* dst,
const double* src,
THPByteOrder order,
size_t len) {
memcpy(dst, src, sizeof(double) * len);
if (order != THP_nativeByteOrder()) {
for (const auto i : c10::irange(len)) {
(void)i;
swapBytes64(dst);
dst += sizeof(double);
}
}
}
template <typename T>
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;
}
void THP_encodeComplexFloatBuffer(
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);
}
}
}
void THP_encodeCompelxDoubleBuffer(
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);
}
}
}
} // namespace utils
} // namespace torch
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