// 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 "scheduler/optimizer/FaissIVFFlatPass.h" #include "cache/GpuCacheMgr.h" #include "scheduler/SchedInst.h" #include "scheduler/Utils.h" #include "scheduler/task/SearchTask.h" #include "scheduler/tasklabel/SpecResLabel.h" #include "server/Config.h" #include "utils/Log.h" namespace milvus { namespace scheduler { void FaissIVFFlatPass::Init() { server::Config& config = server::Config::GetInstance(); Status s = config.GetEngineConfigGpuSearchThreshold(threshold_); if (!s.ok()) { threshold_ = std::numeric_limits::max(); } s = config.GetGpuResourceConfigSearchResources(gpus); if (!s.ok()) { throw; } } bool FaissIVFFlatPass::Run(const TaskPtr& task) { if (task->Type() != TaskType::SearchTask) { return false; } auto search_task = std::static_pointer_cast(task); if (search_task->file_->engine_type_ != (int)engine::EngineType::FAISS_IVFFLAT) { return false; } auto search_job = std::static_pointer_cast(search_task->job_.lock()); ResourcePtr res_ptr; if (search_job->nq() < threshold_) { res_ptr = ResMgrInst::GetInstance()->GetResource("cpu"); } else { auto best_device_id = count_ % gpus.size(); count_++; res_ptr = ResMgrInst::GetInstance()->GetResource(ResourceType::GPU, best_device_id); } auto label = std::make_shared(res_ptr); task->label() = label; return true; } } // namespace scheduler } // namespace milvus