/** * Copyright 2019 Huawei Technologies Co., Ltd * * 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 "device/gpu/gpu_device_manager.h" #include "device/gpu/gpu_common.h" #include "utils/log_adapter.h" #include "utils/convert_utils.h" #include "device/gpu/gpu_buffer_mgr.h" namespace mindspore { namespace device { namespace gpu { void GPUDeviceManager::InitDevice() { CHECK_OP_RET_WITH_EXCEPT(CudaDriver::set_current_device(SizeToInt(cur_dev_id_)), "Failed to set current device id"); CHECK_OP_RET_WITH_EXCEPT(CreateStream(&default_stream_), "Failed to create CUDA stream."); CHECK_CUDNN_RET_WITH_EXCEPT(cudnnCreate(&cudnn_handle_), "Failed to create cuDNN handle"); CHECK_CUDNN_RET_WITH_EXCEPT(cudnnSetStream(cudnn_handle_, reinterpret_cast(default_stream())), "Failed to set stream for cuDNN handle."); CHECK_CUBLAS_RET_WITH_EXCEPT(cublasCreate(&cublas_handle_), "Failed to create cuBLAS handle."); CHECK_CUBLAS_RET_WITH_EXCEPT(cublasSetStream(cublas_handle_, reinterpret_cast(default_stream())), "Failed to set stream for cuBLAS handle."); CHECK_OP_RET_WITH_EXCEPT(GPUMemoryAllocator::GetInstance().Init(), "Failed to Init gpu memory allocator") } void GPUDeviceManager::ReleaseDevice() { for (DeviceStream stream : gpu_streams_) { if (stream != nullptr) { CHECK_OP_RET_WITH_ERROR(CudaDriver::DestroyStream(stream), "Failed to destroy CUDA stream."); } } if (cudnn_handle_ != nullptr) { CHECK_CUDNN_RET_WITH_ERROR(cudnnDestroy(cudnn_handle_), "Failed to destroy cuDNN handle"); } if (cublas_handle_ != nullptr) { CHECK_CUBLAS_RET_WITH_ERROR(cublasDestroy(cublas_handle_), "Failed to destroy cuBLAS handle."); } CHECK_OP_RET_WITH_ERROR(GPUMemoryAllocator::GetInstance().Finalize(), "Failed to destroy gpu memory allocator"); } bool GPUDeviceManager::CreateStream(DeviceStream *stream) { CHECK_OP_RET_WITH_EXCEPT(CudaDriver::CreateStream(stream), "Failed to create CUDA stream"); gpu_streams_.emplace_back(*stream); return true; } const DeviceStream &GPUDeviceManager::default_stream() const { return default_stream_; } int GPUDeviceManager::device_count() const { return CudaDriver::device_count(); } bool GPUDeviceManager::set_cur_device_id(uint32_t device_id) { if (!dev_id_init_) { dev_id_init_ = true; cur_dev_id_ = device_id; mindspore::device::GpuBufferMgr::GetInstance().set_device_id(UintToInt(device_id)); return true; } else { MS_LOG(ERROR) << "Device already been set."; return false; } } uint32_t GPUDeviceManager::cur_device_id() const { return cur_dev_id_; } bool GPUDeviceManager::is_device_id_init() const { return dev_id_init_; } const cudnnHandle_t &GPUDeviceManager::GetCudnnHandle() const { return cudnn_handle_; } const cublasHandle_t &GPUDeviceManager::GetCublasHandle() const { return cublas_handle_; } bool GPUDeviceManager::SyncStream(const DeviceStream &stream) const { return CudaDriver::SyncStream(stream); } bool GPUDeviceManager::CopyDeviceMemToHost(const HostMemPtr &dst, const DeviceMemPtr &src, size_t size) const { return CudaDriver::CopyDeviceMemToHost(dst, src, size); } bool GPUDeviceManager::CopyHostMemToDevice(const DeviceMemPtr &dst, const void *src, size_t size) const { return CudaDriver::CopyHostMemToDevice(dst, src, size); } bool GPUDeviceManager::CopyDeviceMemToHostAsync(const HostMemPtr &dst, const DeviceMemPtr &src, size_t size, DeviceStream stream) const { return CudaDriver::CopyDeviceMemToHostAsync(dst, src, size, stream); } bool GPUDeviceManager::CopyHostMemToDeviceAsync(const DeviceMemPtr &dst, const void *src, size_t size, DeviceStream stream) const { return CudaDriver::CopyHostMemToDeviceAsync(dst, src, size, stream); } } // namespace gpu } // namespace device } // namespace mindspore