* -------------------------------------------------------------------------
* This file is part of the MindStudio project.
* Copyright (c) 2025 Huawei Technologies Co.,Ltd.
*
* MindStudio is licensed under Mulan PSL v2.
* You can use this software according to the terms and conditions of the Mulan PSL v2.
* You may obtain a copy of Mulan PSL v2 at:
*
* http://license.coscl.org.cn/MulanPSL2
*
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND,
* EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,
* MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.
* See the Mulan PSL v2 for more details.
* -------------------------------------------------------------------------
*/
#ifndef PROFILER_SERVER_RLMICROBATCHCLASSIFIERBASE_H
#define PROFILER_SERVER_RLMICROBATCHCLASSIFIERBASE_H
#include <vector>
#include "RLProtocolResponse.h"
#include "RLDomainObject.h"
namespace Dic::Module::RL {
enum State : int { Init = 0, FP = 1, BP = 2, Communication = 3 };
* @brief 算法基类,用于支持不同后端的不同microBatch划分逻辑
*/
class RLMicroBatchClassifierBase {
public:
* @brief 入口函数
*/
std::vector<Protocol::RLPipelineNode> GetClassifiedMicroBatch(
const std::string &fileId, const RLMstxConfig &config, const Protocol::RLPipelineNode &taskNode) {
auto original = QueryMicroBatchSlices(fileId, config, taskNode);
return MicroBatchClassifier(original);
}
protected:
virtual std::vector<Protocol::RLPipelineNode> QueryMicroBatchSlices(
const std::string &fileId, const RLMstxConfig &config, const Protocol::RLPipelineNode &taskNode) = 0;
virtual std::vector<Protocol::RLPipelineNode> MicroBatchClassifier(
std::vector<Protocol::RLPipelineNode> &nodes) = 0;
};
}
#endif