/** * Copyright 2020 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 #include #include "serving/acl/acl_session.h" #include "include/infer_log.h" namespace mindspore::inference { std::shared_ptr InferSession::CreateSession(const std::string &device, uint32_t device_id) { try { auto session = std::make_shared(); auto ret = session->InitEnv(device, device_id); if (!ret) { return nullptr; } return session; } catch (std::exception &e) { MSI_LOG_ERROR << "Inference CreatSession failed"; return nullptr; } } Status AclSession::LoadModelFromFile(const std::string &file_name, uint32_t &model_id) { return model_process_.LoadModelFromFile(file_name, model_id) ? SUCCESS : FAILED; } Status AclSession::UnloadModel(uint32_t model_id) { model_process_.UnLoad(); return SUCCESS; } Status AclSession::ExecuteModel(uint32_t model_id, const RequestBase &request, ReplyBase &reply) { // set d context aclError rt_ret = aclrtSetCurrentContext(context_); if (rt_ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "set the ascend device context failed"; return FAILED; } return model_process_.Execute(request, reply) ? SUCCESS : FAILED; } Status AclSession::InitEnv(const std::string &device_type, uint32_t device_id) { device_type_ = device_type; device_id_ = device_id; auto ret = aclInit(nullptr); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "Execute aclInit Failed"; return FAILED; } MSI_LOG_INFO << "acl init success"; ret = aclrtSetDevice(device_id_); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "acl open device " << device_id_ << " failed"; return FAILED; } MSI_LOG_INFO << "open device " << device_id_ << " success"; ret = aclrtCreateContext(&context_, device_id_); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "acl create context failed"; return FAILED; } MSI_LOG_INFO << "create context success"; ret = aclrtCreateStream(&stream_); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "acl create stream failed"; return FAILED; } MSI_LOG_INFO << "create stream success"; aclrtRunMode run_mode; ret = aclrtGetRunMode(&run_mode); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "acl get run mode failed"; return FAILED; } bool is_device = (run_mode == ACL_DEVICE); model_process_.SetIsDevice(is_device); MSI_LOG_INFO << "get run mode success is device input/output " << is_device; MSI_LOG_INFO << "Init acl success, device id " << device_id_; return SUCCESS; } Status AclSession::FinalizeEnv() { aclError ret; if (stream_ != nullptr) { ret = aclrtDestroyStream(stream_); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "destroy stream failed"; } stream_ = nullptr; } MSI_LOG_INFO << "end to destroy stream"; if (context_ != nullptr) { ret = aclrtDestroyContext(context_); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "destroy context failed"; } context_ = nullptr; } MSI_LOG_INFO << "end to destroy context"; ret = aclrtResetDevice(device_id_); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "reset devie " << device_id_ << " failed"; } MSI_LOG_INFO << "end to reset device " << device_id_; ret = aclFinalize(); if (ret != ACL_ERROR_NONE) { MSI_LOG_ERROR << "finalize acl failed"; } MSI_LOG_INFO << "end to finalize acl"; return SUCCESS; } AclSession::AclSession() = default; } // namespace mindspore::inference