From a0b98d7a359b754527671554e43b8d230e26d790 Mon Sep 17 00:00:00 2001 From: Athmane Mansour Bahar <ja_mansourbahar@esi.dz> Date: Thu, 15 Aug 2024 17:40:45 +0000 Subject: [PATCH] Upload New File --- fedml_config.yaml | 49 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 49 insertions(+) create mode 100644 fedml_config.yaml diff --git a/fedml_config.yaml b/fedml_config.yaml new file mode 100644 index 0000000..66714a2 --- /dev/null +++ b/fedml_config.yaml @@ -0,0 +1,49 @@ +common_args: + training_type: "simulation" + random_seed: 0 + +data_args: + dataset: "wget" + data_cache_dir: ~/fedgraphnn_data/ + part_file: ~/fedgraphnn_data/partition + +model_args: + model_file_cache_folder: "./model_file_cache" # will be filled by the server automatically + global_model_file_path: "./model_file_cache/global_model.pt" + +environment_args: + bootstrap: config/bootstrap.sh + +train_args: + federated_optimizer: "FedAvg" + client_id_list: + client_num_in_total: 4 + client_num_per_round: 4 + comm_round: 100 + lr: 0.001 + server_lr: 0.001 + wd: 0.001 + ci: 0 + server_momentum: 0.9 + +validation_args: + frequency_of_the_test: 1 + +device_args: + worker_num: 4 + using_gpu: false + gpu_mapping_file: config/gpu_mapping.yaml + gpu_mapping_key: mapping_fedgraphnn_sp + + +comm_args: + backend: "MPI" + is_mobile: 0 + + +tracking_args: + # When running on MLOps platform(open.fedml.ai), the default log path is at ~/.fedml/fedml-client/fedml/logs/ and ~/.fedml/fedml-server/fedml/logs/ + enable_wandb: false + wandb_key: ee0b5f53d949c84cee7decbe7a629e63fb2f8408 + wandb_project: fedml + wandb_name: fedml_torch_moleculenet -- GitLab