// 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 "cache/GpuCacheMgr.h" #include "scheduler/Utils.h" #include "scheduler/optimizer/LargeSQ8HPass.h" #include "scheduler/SchedInst.h" #include "scheduler/task/SearchTask.h" #include "scheduler/tasklabel/SpecResLabel.h" #include "utils/Log.h" namespace milvus { namespace scheduler { bool LargeSQ8HPass::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_IVFSQ8H) { return false; } auto search_job = std::static_pointer_cast(search_task->job_.lock()); // TODO: future, Index::IVFSQ8H, if nq < threshold set cpu, else set gpu if (search_job->nq() < 100) { return false; } std::vector gpus = scheduler::get_gpu_pool(); std::vector all_free_mem; for (auto& gpu : gpus) { auto cache = cache::GpuCacheMgr::GetInstance(gpu); auto free_mem = cache->CacheCapacity() - cache->CacheUsage(); all_free_mem.push_back(free_mem); } auto max_e = std::max_element(all_free_mem.begin(), all_free_mem.end()); auto best_index = std::distance(all_free_mem.begin(), max_e); auto best_device_id = gpus[best_index]; ResourcePtr res_ptr = ResMgrInst::GetInstance()->GetResource(ResourceType::GPU, best_device_id); if (not res_ptr) { SERVER_LOG_ERROR << "GpuResource " << best_device_id << " invalid."; // TODO: throw critical error and exit return false; } auto label = std::make_shared(std::weak_ptr(res_ptr)); task->label() = label; return true; } } // namespace scheduler } // namespace milvus