// Licensed to the Apache Software Foundation (ASF) under one // or more contributor license agreements. See the NOTICE file // distributed with this work for additional information // regarding copyright ownership. The ASF licenses this file // to you 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 "KnowhereResource.h" #include "server/ServerConfig.h" #include namespace zilliz { namespace milvus { namespace engine { constexpr int64_t M_BYTE = 1024 * 1024; ErrorCode KnowhereResource::Initialize() { struct GpuResourceSetting { int64_t pinned_memory = 300*M_BYTE; int64_t temp_memory = 300*M_BYTE; int64_t resource_num = 2; }; using GpuResourcesArray = std::map; GpuResourcesArray gpu_resources; //get build index gpu resource server::ServerConfig& root_config = server::ServerConfig::GetInstance(); server::ConfigNode& db_config = root_config.GetConfig(server::CONFIG_DB); int32_t build_index_gpu = db_config.GetInt32Value(server::CONFIG_DB_BUILD_INDEX_GPU, 0); gpu_resources.insert(std::make_pair(build_index_gpu, GpuResourceSetting())); //get search gpu resource server::ConfigNode& res_config = root_config.GetConfig(server::CONFIG_RESOURCE); auto resources = res_config.GetSequence("resources"); std::set gpu_ids; for (auto &resource : resources) { if (resource.length() < 4 || resource.substr(0, 3) != "gpu") { // invalid continue; } auto gpu_id = std::stoi(resource.substr(3)); gpu_resources.insert(std::make_pair(gpu_id, GpuResourceSetting())); } //init gpu resources for(auto iter = gpu_resources.begin(); iter != gpu_resources.end(); ++iter) { knowhere::FaissGpuResourceMgr::GetInstance().InitDevice(iter->first, iter->second.pinned_memory, iter->second.temp_memory, iter->second.resource_num); } return KNOWHERE_SUCCESS; } ErrorCode KnowhereResource::Finalize() { knowhere::FaissGpuResourceMgr::GetInstance().Free(); // free gpu resource. return KNOWHERE_SUCCESS; } } } }