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- #pragma once
- #include <ATen/cuda/ATenCUDAGeneral.h>
- #include <ATen/cuda/CUDAContext.h>
- #include <c10/core/impl/GPUTrace.h>
- #include <c10/cuda/CUDAStream.h>
- #include <c10/cuda/CUDAGuard.h>
- #include <ATen/cuda/Exceptions.h>
- #include <c10/util/Exception.h>
- #include <cuda_runtime_api.h>
- #include <cstdint>
- #include <utility>
- namespace at { namespace cuda {
- /*
- * CUDAEvents are movable not copyable wrappers around CUDA's events.
- *
- * CUDAEvents are constructed lazily when first recorded unless it is
- * reconstructed from a cudaIpcEventHandle_t. The event has a device, and this
- * device is acquired from the first recording stream. However, if reconstructed
- * from a handle, the device should be explicitly specified; or if ipc_handle() is
- * called before the event is ever recorded, it will use the current device.
- * Later streams that record the event must match this device.
- */
- struct TORCH_CUDA_CPP_API CUDAEvent {
- // Constructors
- // Default value for `flags` is specified below - it's cudaEventDisableTiming
- CUDAEvent() noexcept = default;
- CUDAEvent(unsigned int flags) noexcept : flags_{flags} {}
- CUDAEvent(
- DeviceIndex device_index, const cudaIpcEventHandle_t* handle) {
- device_index_ = device_index;
- CUDAGuard guard(device_index_);
- AT_CUDA_CHECK(cudaIpcOpenEventHandle(&event_, *handle));
- is_created_ = true;
- }
- // Note: event destruction done on creating device to avoid creating a
- // CUDA context on other devices.
- ~CUDAEvent() {
- try {
- if (is_created_) {
- CUDAGuard guard(device_index_);
- const c10::impl::PyInterpreter* interp = c10::impl::GPUTrace::get_trace();
- if (C10_UNLIKELY(interp)) {
- (*interp)->trace_gpu_event_deletion(reinterpret_cast<uintptr_t>(event_));
- }
- cudaEventDestroy(event_);
- }
- } catch (...) { /* No throw */ }
- }
- CUDAEvent(const CUDAEvent&) = delete;
- CUDAEvent& operator=(const CUDAEvent&) = delete;
- CUDAEvent(CUDAEvent&& other) noexcept { moveHelper(std::move(other)); }
- CUDAEvent& operator=(CUDAEvent&& other) noexcept {
- if (this != &other) {
- moveHelper(std::move(other));
- }
- return *this;
- }
- operator cudaEvent_t() const { return event(); }
- // Less than operator (to allow use in sets)
- friend bool operator<(const CUDAEvent& left, const CUDAEvent& right) {
- return left.event_ < right.event_;
- }
- optional<at::Device> device() const {
- if (is_created_) {
- return at::Device(at::kCUDA, device_index_);
- } else {
- return {};
- }
- }
- bool isCreated() const { return is_created_; }
- DeviceIndex device_index() const {return device_index_;}
- cudaEvent_t event() const { return event_; }
- // Note: cudaEventQuery can be safely called from any device
- bool query() const {
- if (!is_created_) {
- return true;
- }
- cudaError_t err = cudaEventQuery(event_);
- if (err == cudaSuccess) {
- return true;
- } else if (err != cudaErrorNotReady) {
- C10_CUDA_CHECK(err);
- } else {
- // ignore and clear the error if not ready
- cudaGetLastError();
- }
- return false;
- }
- void record() { record(getCurrentCUDAStream()); }
- void recordOnce(const CUDAStream& stream) {
- if (!was_recorded_) record(stream);
- }
- // Note: cudaEventRecord must be called on the same device as the event.
- void record(const CUDAStream& stream) {
- if (!is_created_) {
- createEvent(stream.device_index());
- }
- TORCH_CHECK(device_index_ == stream.device_index(), "Event device ", device_index_,
- " does not match recording stream's device ", stream.device_index(), ".");
- CUDAGuard guard(device_index_);
- AT_CUDA_CHECK(cudaEventRecord(event_, stream));
- const c10::impl::PyInterpreter* interp = c10::impl::GPUTrace::get_trace();
- if (C10_UNLIKELY(interp)) {
- (*interp)->trace_gpu_event_record(
- reinterpret_cast<uintptr_t>(event_),
- reinterpret_cast<uintptr_t>(stream.stream())
- );
- }
- was_recorded_ = true;
- }
- // Note: cudaStreamWaitEvent must be called on the same device as the stream.
- // The event has no actual GPU resources associated with it.
- void block(const CUDAStream& stream) {
- if (is_created_) {
- CUDAGuard guard(stream.device_index());
- AT_CUDA_CHECK(cudaStreamWaitEvent(stream, event_, 0));
- const c10::impl::PyInterpreter* interp = c10::impl::GPUTrace::get_trace();
- if (C10_UNLIKELY(interp)) {
- (*interp)->trace_gpu_event_wait(
- reinterpret_cast<uintptr_t>(event_),
- reinterpret_cast<uintptr_t>(stream.stream())
- );
- }
- }
- }
- // Note: cudaEventElapsedTime can be safely called from any device
- float elapsed_time(const CUDAEvent& other) const {
- TORCH_CHECK(is_created_ && other.isCreated(),
- "Both events must be recorded before calculating elapsed time.");
- float time_ms = 0;
- // raise cudaErrorNotReady if either event is recorded but not yet completed
- AT_CUDA_CHECK(cudaEventElapsedTime(&time_ms, event_, other.event_));
- return time_ms;
- }
- // Note: cudaEventSynchronize can be safely called from any device
- void synchronize() const {
- if (is_created_) {
- const c10::impl::PyInterpreter* interp = c10::impl::GPUTrace::get_trace();
- if (C10_UNLIKELY(interp)) {
- (*interp)->trace_gpu_event_synchronization(reinterpret_cast<uintptr_t>(event_));
- }
- AT_CUDA_CHECK(cudaEventSynchronize(event_));
- }
- }
- // Note: cudaIpcGetEventHandle must be called on the same device as the event
- void ipc_handle(cudaIpcEventHandle_t * handle) {
- if (!is_created_) {
- // this CUDAEvent object was initially constructed from flags but event_
- // is not created yet.
- createEvent(getCurrentCUDAStream().device_index());
- }
- CUDAGuard guard(device_index_);
- AT_CUDA_CHECK(cudaIpcGetEventHandle(handle, event_));
- }
- private:
- unsigned int flags_ = cudaEventDisableTiming;
- bool is_created_ = false;
- bool was_recorded_ = false;
- DeviceIndex device_index_ = -1;
- cudaEvent_t event_{};
- void createEvent(DeviceIndex device_index) {
- device_index_ = device_index;
- CUDAGuard guard(device_index_);
- AT_CUDA_CHECK(cudaEventCreateWithFlags(&event_, flags_));
- const c10::impl::PyInterpreter* interp = c10::impl::GPUTrace::get_trace();
- if (C10_UNLIKELY(interp)) {
- (*interp)->trace_gpu_event_creation(reinterpret_cast<uintptr_t>(event_));
- }
- is_created_ = true;
- }
- void moveHelper(CUDAEvent&& other) {
- std::swap(flags_, other.flags_);
- std::swap(is_created_, other.is_created_);
- std::swap(was_recorded_, other.was_recorded_);
- std::swap(device_index_, other.device_index_);
- std::swap(event_, other.event_);
- }
- };
- } // namespace cuda
- } // namespace at
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