From 978f00033bf381a9c282da426c0c20a819fa596a Mon Sep 17 00:00:00 2001 From: Jinsoo Date: Sun, 1 Oct 2023 09:44:37 +0900 Subject: [PATCH] fix code tree --- baselines/FedMeta/FedMeta/utils.py | 4 +-- baselines/FedMeta/README.md | 24 ++++++++++-------- baselines/FedMeta/docs/result_graph.png | Bin 117804 -> 0 bytes .../FedMeta/docs/shakespeare_result_graph.png | Bin 0 -> 108181 bytes 4 files changed, 15 insertions(+), 13 deletions(-) delete mode 100644 baselines/FedMeta/docs/result_graph.png create mode 100644 baselines/FedMeta/docs/shakespeare_result_graph.png diff --git a/baselines/FedMeta/FedMeta/utils.py b/baselines/FedMeta/FedMeta/utils.py index c27be4900e31..387b62063c2e 100644 --- a/baselines/FedMeta/FedMeta/utils.py +++ b/baselines/FedMeta/FedMeta/utils.py @@ -121,7 +121,6 @@ def plot_from_pkl(directory="."): "fedavg_meta.pkl": "blue", "fedmeta_maml.pkl": "orange", "fedmeta_meta_sgd.pkl": "red", - # ... 여기에 추가 파일 이름과 색상을 매핑 ... } pkl_files = [f for f in os.listdir(directory) if f.endswith('.pkl')] @@ -158,5 +157,6 @@ def plot_from_pkl(directory="."): plt.show() + if __name__ == '__main__': - plot_from_pkl() + plot_from_pkl('./femnist/graph_params') diff --git a/baselines/FedMeta/README.md b/baselines/FedMeta/README.md index a2d665798ac0..e849e2f41326 100644 --- a/baselines/FedMeta/README.md +++ b/baselines/FedMeta/README.md @@ -75,33 +75,34 @@ dataset: [FEMNIST, SHAKESPEARE] # list of datasets you include in your baseline #SHAKESEPEARE dataset Download command for these experiments ./preprocess.sh -s niid --sf 0.16 -k 0 -t sample ```` + ****Start experiments**** : ```bash # FedAvg + Femnist Dataset python main.py algo=fedavg data=femnist path=(your leaf dataset path)/leaf/data/shakespeare/data # FedAvg(Meta) + Femnist Dataset -python main.py algo=fedavg_meta data=femnist path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedavg_meta data=femnist path=../leaf/data/shakespeare/data # FedMeta(MAML) + Femnist Dataset -python main.py algo=fedmeta_maml data=femnist path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedmeta_maml data=femnist path=../leaf/data/shakespeare/data # FedMeta(Meta-SGD) + Femnist Dataset -python main.py algo=fedmeta_meta_sgd data=femnist path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedmeta_meta_sgd data=femnist path=../leaf/data/shakespeare/data #FedAvg + Shakespeare Dataset -python main.py algo=fedavg data=shakespeare path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedavg data=shakespeare path=../leaf/data/shakespeare/data #FedAvg(Meta) + Shakespeare Dataset -python main.py algo=fedavg_meta data=shakespeare path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedavg_meta data=shakespeare path=../leaf/data/shakespeare/data #FedMeta(MAML) + Shakespeare Dataset -python main.py algo=fedmeta_maml data=shakespeare path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedmeta_maml data=shakespeare path=../leaf/data/shakespeare/data #FedMeta(Meta-SGD) + Shakespeare Dataset -python main.py algo=fedmeta_meta_sgd data=shakespeare path=(your leaf dataset path)/leaf/data/shakespeare/data +python main.py algo=fedmeta_meta_sgd data=shakespeare path=../leaf/data/shakespeare/data ``` @@ -109,10 +110,11 @@ python main.py algo=fedmeta_meta_sgd data=shakespeare path=(your leaf dataset pa ## Expected Results If you proceed with all of the above experiments, You can get a graph of your experiment results as shown below along that `./femnist or shakespeare/graph_params/result_graph.png`. ```bash -#If you want to see the graph, use the command below. +#You can check the graph using the command below. python -[Now show a figure/table displaying the results of the above command] -# add more commands + plots for additional experiments. ``` -![](docs/result_graph.png) +**Femnist dataset experiment results** + +**Shakespeare dataset experiment results** 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