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+Public Dataset [Rsc15](https://2015.recsyschallenge.com) ```sh #download data @@ -27,6 +27,10 @@ sh download.sh ### How to work in PaddleFL PaddleFL has two period , CompileTime and RunTime. In CompileTime, define a federated learning task by fl_master. In RunTime, train a federated learning job by fl_server and fl_trainer . +```sh +sh run.sh +``` + ### How to work in CompileTime In this example, we implement it in fl_master.py ```sh @@ -70,7 +74,7 @@ python -u fl_server.py >server0.log & python -u fl_trainer.py 0 data/ >trainer0.log & python -u fl_trainer.py 1 data/ >trainer1.log & ``` -fl_trainer.py define the reader. +fl_trainer.py can define own reader according to data. ```python r = Gru4rec_Reader() train_reader = r.reader(train_file_dir, place, batch_size=10) @@ -87,18 +91,17 @@ wget https://paddle-zwh.bj.bcebos.com/gru4rec_paddlefl_benchmark/gru4rec_benchma | Dataset | single/distributed | distribute mode | recall@20| | --- | --- | --- |---| | all data | single | - | 0.508 | -| all data | distributed 4 node | parameter server | 0.501 | +| all data | distributed 4 node | Parameter Server | 0.504 | | all data | distributed 4 node | FedAvg | 0.504 | | 1/4 part-0 | single | - | 0.286 | | 1/4 part-1 | single | - | 0.277 | | 1/4 part-2 | single | - | 0.269 | | 1/4 part-3 | single | - | 0.282 | +We can find Distributed mode PS and FedAvg is equal in recall@20 , and more data could offer better result. + -


-fl benchmark -

-- GitLab