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- task_id: ""
- data:
-
- root: "./data/"
-
- dataset: femnist
-
-
-
-
-
- split_type: "iid"
-
- min_size: 10
-
- data_amount: 0.05
-
- iid_fraction: 0.1
-
-
-
- user: False
-
- train_test_split: 0.9
-
- class_per_client: 1
-
- num_of_clients: 100
-
- alpha: 0.5
-
-
-
-
- weights: NULL
- model: lenet
-
-
- test_mode: "test_in_client"
- test_method: "average"
- server:
- track: False
- rounds: 10
- clients_per_round: 5
- test_every: 1
- save_model_every: 10
- save_model_path: ""
- batch_size: 32
- test_all: False
- random_selection: True
-
-
-
- aggregation_stragtegy: "FedAvg"
-
-
-
- aggregation_content: "all"
- client:
- track: False
- batch_size: 32
- test_batch_size: 5
- local_epoch: 10
- optimizer:
- type: "Adam"
- lr: 0.001
- momentum: 0.9
- weight_decay: 0
- seed: 0
- local_test: False
- gpu: 0
- distributed:
- backend: "nccl"
- init_method: ""
- world_size: 0
- rank: 0
- local_rank: 0
- tracking:
- database: ""
- log_file: ""
- log_level: "INFO"
- metric_file: ""
- save_every: 1
- resource_heterogeneous:
- simulate: False
-
-
- hetero_type: "real"
- level: 3
- sleep_group_num: 1000
- total_time: 1000
- fraction: 1
- grouping_strategy: "greedy"
- initial_default_time: 5
- default_time_momentum: 0.2
- seed: 0
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