* Copyright 2020 Huawei Technologies Co., Ltd
*
* Licensed 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.
*/
#ifndef MINDSPORE_LITE_INCLUDE_TRAIN_CKPT_SAVER_H_
#define MINDSPORE_LITE_INCLUDE_TRAIN_CKPT_SAVER_H_
#include <stdio.h>
#include <vector>
#include <string>
#include <utility>
#include <unordered_map>
#include "include/train/train_loop.h"
using GraphPoint = std::pair<int, float>;
namespace mindspore {
namespace lite {
class CkptSaver : public session::TrainLoopCallBack {
public:
CkptSaver(int save_every_n, const std::string &filename_prefix)
: save_every_n_(save_every_n), filename_prefix_(filename_prefix) {}
~CkptSaver() = default;
int EpochEnd(const session::TrainLoopCallBackData &cb_data) override {
if ((cb_data.epoch_ + 1) % save_every_n_ == 0) {
auto cpkt_fn = filename_prefix_ + "_trained_" + std::to_string(cb_data.epoch_ + 1) + ".ms";
remove(cpkt_fn.c_str());
cb_data.session_->Export(cpkt_fn);
}
return session::RET_CONTINUE;
}
private:
int save_every_n_;
std::string filename_prefix_;
};
}
}
#endif