// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include "paddle/phi/backends/xpu/xpu_context.h" #include #include "glog/logging.h" #include "paddle/phi/api/ext/exception.h" #include "paddle/phi/backends/xpu/enforce_xpu.h" #include "paddle/phi/common/place.h" #include "paddle/phi/core/os_info.h" #include "xpu/runtime.h" #include "xpu/runtime_ex.h" #include "xpu/xdnn.h" namespace xpu = baidu::xpu::api; namespace phi { struct XPUContext::Impl { void SetL3Cache(int l3_size = 14155776) { const int MAX_XPU_NUM = 16; static void* l3ptrs[MAX_XPU_NUM] = {nullptr}; if (std::getenv("XPU_PADDLE_L3_SIZE") != nullptr) { l3_size = atoi(std::getenv("XPU_PADDLE_L3_SIZE")); } auto selected_xpus = backends::xpu::GetXPUSelectedDevices(); for (unsigned int i = 0; i < selected_xpus.size(); i++) { if (place_.GetDeviceId() == selected_xpus[i]) { if (l3ptrs[place_.GetDeviceId()] != nullptr) { xpu_free(l3ptrs[place_.GetDeviceId()]); l3ptrs[place_.GetDeviceId()] = nullptr; } xpu_malloc(static_cast(&l3ptrs[place_.GetDeviceId()]), l3_size, XPU_MEM_L3); if (l3ptrs[place_.GetDeviceId()] != nullptr) { context_->_l3_mgr.set(l3ptrs[place_.GetDeviceId()], l3_size); VLOG(3) << "xpu place " << static_cast(place_.GetDeviceId()) << " set l3 size " << l3_size; } break; } } } bool IsDataloader() const { if (std::getenv("XPU_PADDLE_XDL_CONTEXTS") == nullptr) { return false; } std::string cur_thread_name = phi::GetCurrentThreadName(); VLOG(3) << "XPU Dataloader: current thread at Get Context = " << phi::GetCurrentThreadName(); bool is_dataloader_thread = (cur_thread_name != "MainThread"); return is_dataloader_thread; } Impl() : place_(XPUPlace()) {} explicit Impl(const Place& place) : place_(place) {} ~Impl() { if (owned_ && context_ != nullptr) { backends::xpu::XPUDeviceGuard guard(place_.GetDeviceId()); xpu_wait(context_->xpu_stream); if (context_->xpu_stream && stream_owned_) { // manually destroy XPUStream here until xpu::api integrates this work // into Context dtor xpu_stream_destroy(context_->xpu_stream); context_->xpu_stream = nullptr; } xpu::destroy_context(context_); context_ = nullptr; } if (std::getenv("XPU_PADDLE_XDL_CONTEXTS") != nullptr) { // destroy all XPU Dataloader threads if exist backends::xpu::XPUDeviceGuard guard(place_.GetDeviceId()); for (auto ctx : GetAllXdlCtxs()) { xpu_wait(ctx->xpu_stream); if (ctx->xpu_stream) { xpu_stream_destroy(ctx->xpu_stream); ctx->xpu_stream = nullptr; } xpu::destroy_context(ctx); ctx = nullptr; } xdl_context_map_.clear(); } } const Place& GetPlace() const { return place_; } XPUStream stream() const { if (IsDataloader()) { xpu::Context* ctx_t = GetXdlCtx(); return ctx_t->xpu_stream; } return context_->xpu_stream; } // Set external stream for context void SetStream(void* stream) { stream_owned_ = false; context_->set_stream(static_cast(stream)); } xpu::Context* GetXContext() const { PD_CHECK(context_ != nullptr, "the xpu context is nullptr."); return context_; } xpu::BKCLContext_t GetBkclContext() const { PD_CHECK(bkcl_context_ != nullptr, "the xpu bkcl_context is nullptr."); return bkcl_context_; } // Overload GetXContext function to set and get // contexts of XPU Dataloader threads, and keep old GetXContext Method xpu::Context* GetXContext() { if (IsDataloader()) { SetXdlCtx(); xpu::Context* ctx_t = GetXdlCtx(); PD_CHECK(ctx_t != nullptr, "the xpu dataloader context is nullptr."); return ctx_t; } PD_CHECK(context_ != nullptr, "the xpu context is nullptr."); return context_; } void Wait() const { if (IsDataloader()) { xpu::Context* ctx_t = GetXdlCtx(); if (ctx_t) { PD_CHECK(ctx_t != nullptr, "the xpu dataloader context is nullptr."); xpu_wait(ctx_t->xpu_stream); } return; } backends::xpu::XPUDeviceGuard guard(place_.GetDeviceId()); PD_CHECK(context_ != nullptr, "the xpu context is nullptr."); xpu_wait(context_->xpu_stream); xpu::Context* ctx_t = GetXdlCtx(); if (ctx_t) { PD_CHECK(ctx_t != nullptr, "the xpu dataloader context is nullptr."); xpu_wait(ctx_t->xpu_stream); } } void Init() { owned_ = true; backends::xpu::XPUDeviceGuard guard(place_.GetDeviceId()); LOG_FIRST_N(WARNING, 1) << "Please NOTE: xpu device: " << static_cast(place_.device); context_ = xpu::create_context(); if (std::getenv("XPU_PADDLE_XDL_CONTEXTS") != nullptr) { // Initialize XPU Dataloader threads contexts map InitializeXdlContexts(); } xpu_version_ = backends::xpu::get_xpu_version(place_.device); SetL3Cache(); } void SetXContext(xpu::Context* context) { context_ = context; } void SetBkclContext(xpu::BKCLContext_t context) { bkcl_context_ = context; } void CreateStream() { if (context_->xpu_stream) { VLOG(3) << "xpu stream is already created for current context"; return; } PADDLE_ENFORCE_XPU_SUCCESS(xpu_stream_create(&context_->xpu_stream)); stream_owned_ = true; } // Methods of XPU Dataloader threads contexts map, // currently, need set 'export XPU_PADDLE_XDL_CONTEXTS=1' // to open XPU Dataloader context map void InitializeXdlContexts() { if (std::getenv("XPU_PADDLE_XDL_CONTEXTS") == nullptr) { return; } auto thread_map = phi::GetAllThreadNames(); for (const auto& tp : thread_map) { std::string t_name = tp.second; if (t_name.substr(0, 10) == "Dataloader") { SetXdlCtx(); } } } void SetXdlCtx() { auto pid = phi::GetProcessId(); if (xdl_context_map_.find(pid) == xdl_context_map_.end()) { xpu::Context* ctx_t = xpu::create_context(); xdl_context_map_[pid] = ctx_t; } } xpu::Context* GetXdlCtx() const { auto pid = phi::GetProcessId(); return (xdl_context_map_.find(pid) == xdl_context_map_.end()) ? nullptr : xdl_context_map_.find(pid)->second; } std::vector GetAllXdlCtxs() { std::vector ctxs; for (const auto& it : xdl_context_map_) { ctxs.emplace_back(it.second); } return ctxs; } bool owned_{false}; bool stream_owned_{false}; Place place_; backends::xpu::XPUVersion xpu_version_; int runtime_version_; int driver_version_; xpu::Context* context_{nullptr}; std::unordered_map xdl_context_map_; // NOTE: Distributed communicator, distributed framework manages its // resources, XPUContext only holds references. xpu::BKCLContext_t bkcl_context_{nullptr}; }; XPUContext::XPUContext() : DeviceContext(), impl_(std::make_unique()) { impl_->Init(); } XPUContext::XPUContext(const XPUPlace& place) : DeviceContext(), impl_(std::make_unique(place)) { impl_->Init(); } XPUContext::~XPUContext() = default; const Place& XPUContext::GetPlace() const { return impl_->GetPlace(); } XPUStream XPUContext::stream() const { return impl_->stream(); } void XPUContext::SetStream(void* stream) { impl_->SetStream(stream); } void XPUContext::SetXpuVersion(int version) { impl_->xpu_version_ = static_cast(version); } void XPUContext::SetRuntimeVersion(int version) { impl_->runtime_version_ = version; } void XPUContext::SetDriverVersion(int version) { impl_->driver_version_ = version; } backends::xpu::XPUVersion XPUContext::xpu_version() const { return impl_->xpu_version_; } xpu::Context* XPUContext::x_context() const { return impl_->GetXContext(); } xpu::BKCLContext_t XPUContext::bkcl_context() const { return impl_->GetBkclContext(); } void XPUContext::Wait() const { impl_->Wait(); } void XPUContext::SetXContext(xpu::Context* context) { impl_->SetXContext(context); } void XPUContext::SetL3Cache(int l3_size) { impl_->SetL3Cache(l3_size); } bool XPUContext::IsDataloader() const { return impl_->IsDataloader(); } void XPUContext::SetBkclContext(xpu::BKCLContext_t context) { impl_->SetBkclContext(context); } void XPUContext::CreateStream() { impl_->CreateStream(); } void XPUContext::Init() { impl_->Init(); } } // namespace phi