Program Listing for File Device.h¶
↰ Return to documentation for file (c10/core/Device.h
)
#pragma once
#include <c10/core/DeviceType.h>
#include <c10/macros/Export.h>
#include <c10/util/Exception.h>
#include <cstddef>
#include <cstdint>
#include <functional>
#include <iosfwd>
#include <string>
namespace c10 {
using DeviceIndex = int8_t;
struct C10_API Device final {
using Type = DeviceType;
/* implicit */ Device(DeviceType type, DeviceIndex index = -1)
: type_(type), index_(index) {
validate();
}
/* implicit */ Device(const std::string& device_string);
bool operator==(const Device& other) const noexcept {
return this->type_ == other.type_ && this->index_ == other.index_;
}
bool operator!=(const Device& other) const noexcept {
return !(*this == other);
}
void set_index(DeviceIndex index) {
index_ = index;
}
DeviceType type() const noexcept {
return type_;
}
DeviceIndex index() const noexcept {
return index_;
}
bool has_index() const noexcept {
return index_ != -1;
}
bool is_cuda() const noexcept {
return type_ == DeviceType::CUDA;
}
bool is_privateuseone() const noexcept {
return type_ == DeviceType::PrivateUse1;
}
bool is_mps() const noexcept {
return type_ == DeviceType::MPS;
}
bool is_hip() const noexcept {
return type_ == DeviceType::HIP;
}
bool is_ve() const noexcept {
return type_ == DeviceType::VE;
}
bool is_xpu() const noexcept {
return type_ == DeviceType::XPU;
}
bool is_ipu() const noexcept {
return type_ == DeviceType::IPU;
}
bool is_xla() const noexcept {
return type_ == DeviceType::XLA;
}
bool is_mtia() const noexcept {
return type_ == DeviceType::MTIA;
}
bool is_hpu() const noexcept {
return type_ == DeviceType::HPU;
}
bool is_lazy() const noexcept {
return type_ == DeviceType::Lazy;
}
bool is_vulkan() const noexcept {
return type_ == DeviceType::Vulkan;
}
bool is_metal() const noexcept {
return type_ == DeviceType::Metal;
}
bool is_maia() const noexcept {
return type_ == DeviceType::MAIA;
}
bool is_meta() const noexcept {
return type_ == DeviceType::Meta;
}
bool is_cpu() const noexcept {
return type_ == DeviceType::CPU;
}
bool supports_as_strided() const noexcept {
return type_ != DeviceType::IPU && type_ != DeviceType::XLA &&
type_ != DeviceType::Lazy && type_ != DeviceType::MTIA;
}
std::string str() const;
private:
DeviceType type_;
DeviceIndex index_ = -1;
void validate() {
// Removing these checks in release builds noticeably improves
// performance in micro-benchmarks.
// This is safe to do, because backends that use the DeviceIndex
// have a later check when we actually try to switch to that device.
TORCH_INTERNAL_ASSERT_DEBUG_ONLY(
index_ >= -1,
"Device index must be -1 or non-negative, got ",
static_cast<int>(index_));
TORCH_INTERNAL_ASSERT_DEBUG_ONLY(
!is_cpu() || index_ <= 0,
"CPU device index must be -1 or zero, got ",
static_cast<int>(index_));
}
};
C10_API std::ostream& operator<<(std::ostream& stream, const Device& device);
} // namespace c10
namespace std {
template <>
struct hash<c10::Device> {
size_t operator()(c10::Device d) const noexcept {
// Are you here because this static assert failed? Make sure you ensure
// that the bitmasking code below is updated accordingly!
static_assert(sizeof(c10::DeviceType) == 1, "DeviceType is not 8-bit");
static_assert(sizeof(c10::DeviceIndex) == 1, "DeviceIndex is not 8-bit");
// Note [Hazard when concatenating signed integers]
// ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
// We must first convert to a same-sized unsigned type, before promoting to
// the result type, to prevent sign extension when any of the values is -1.
// If sign extension occurs, you'll clobber all of the values in the MSB
// half of the resulting integer.
//
// Technically, by C/C++ integer promotion rules, we only need one of the
// uint32_t casts to the result type, but we put in both for explicitness's
// sake.
uint32_t bits = static_cast<uint32_t>(static_cast<uint8_t>(d.type()))
<< 16 |
static_cast<uint32_t>(static_cast<uint8_t>(d.index()));
return std::hash<uint32_t>{}(bits);
}
};
} // namespace std