// 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 "wrapper/KnowhereResource.h" #include "knowhere/index/vector_index/helpers/FaissGpuResourceMgr.h" #include "server/Config.h" #include #include #include #include #include namespace milvus { namespace engine { constexpr int64_t M_BYTE = 1024 * 1024; Status 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; Status s; // get build index gpu resource server::Config& config = server::Config::GetInstance(); int32_t build_index_gpu; s = config.GetResourceConfigIndexBuildDevice(build_index_gpu); if (!s.ok()) return s; gpu_resources.insert(std::make_pair(build_index_gpu, GpuResourceSetting())); // get search gpu resource std::vector pool; s = config.GetResourceConfigSearchResources(pool); if (!s.ok()) return s; std::set gpu_ids; for (auto& resource : pool) { 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 Status::OK(); } Status KnowhereResource::Finalize() { knowhere::FaissGpuResourceMgr::GetInstance().Free(); // free gpu resource. return Status::OK(); } } // namespace engine } // namespace milvus