pytorch/torch/csrc/byte_order.cpp
Iurii Zdebskyi 444039c47b Bool tensor. Part 0: Boolean storage implementation (#16810)
Summary:
This is the first commit from a series of planned changes in order to add boolean tensors to PyTorch. The whole plan looks like this:

0. Storage Implementation (this change)
1. Tensor Creation.
2. Tensor Conversions.
3. Tensor Indexing.
4. Tensor Operations.
5. Back compatibility related changes.

This feature was requested by the community:
https://github.com/pytorch/pytorch/issues/4764
https://github.com/pytorch/pytorch/issues/4219
https://github.com/pytorch/pytorch/issues/4288

**Change**:
Added boolean type to the Storage class for CPU and CUDA backends.

**Tested via**:
1. unit tests
2. running this:
-> import torch
-> torch.BoolStorage
<class 'torch.BoolStorage'>
-> torch.cuda.BoolStorage
<class 'torch.cuda.BoolStorage'>
Pull Request resolved: https://github.com/pytorch/pytorch/pull/16810

Reviewed By: gchanan

Differential Revision: D14087246

Pulled By: izdeby

fbshipit-source-id: 042642ced1cb0fd1bb6bff05f9ca871a5c54ee5e
2019-02-19 08:22:13 -08:00

226 lines
6.3 KiB
C++

#include <torch/csrc/byte_order.h>
#include <cstring>
#if defined(_MSC_VER)
#include <stdlib.h>
#endif
static inline void swapBytes16(void *ptr)
{
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)
{
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)
{
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) {
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) {
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) {
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;
}
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 (size_t i = 0; i < len; i++) {
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 (size_t i = 0; i < len; i++) {
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 (size_t i = 0; i < len; i++) {
dst[i] = (int64_t) (order == THP_BIG_ENDIAN ? decodeUInt64BE(src) : decodeUInt64LE(src));
src += sizeof(int64_t);
}
}
void THP_decodeHalfBuffer(THHalf* dst, const uint8_t* src, THPByteOrder order, size_t len)
{
for (size_t i = 0; i < len; i++) {
// NOLINTNEXTLINE(cppcoreguidelines-pro-type-member-init)
union { uint16_t x; THHalf f; };
x = (order == THP_BIG_ENDIAN ? decodeUInt16BE(src) : decodeUInt16LE(src));
dst[i] = f;
src += sizeof(uint16_t);
}
}
void THP_decodeBoolBuffer(bool* dst, const uint8_t* src, THPByteOrder order, size_t len)
{
for (size_t i = 0; i < len; i++) {
dst[i] = (int)src[i] != 0 ? true : false;
}
}
void THP_decodeFloatBuffer(float* dst, const uint8_t* src, THPByteOrder order, size_t len)
{
for (size_t i = 0; i < len; i++) {
// 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 (size_t i = 0; i < len; i++) {
// 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_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 (size_t i = 0; i < len; 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 (size_t i = 0; i < len; 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 (size_t i = 0; i < len; 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 (size_t i = 0; i < len; 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 (size_t i = 0; i < len; i++) {
swapBytes64(dst);
dst += sizeof(double);
}
}
}