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cifar_fed.yaml
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cifar_fed.yaml
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task: CifarFed
synthesizer: Pattern
batch_size: 64
test_batch_size: 100
lr: 0.1
momentum: 0.9
decay: 0.0005
epochs: 350
save_on_epochs: []
optimizer: SGD
log_interval: 100
pretrained: False
scheduler: False
poisoning_proportion: 0.5
backdoor_label: 8
#resume_model: model_CifarFed_Nov.26_20.32.44_no_attack_fl/model
loss_balance: MGDA
mgda_normalize: none
save_model: True
log: True
tb: True
report_train_loss: False
transform_train: True
fl: True
fl_no_models: 10
fl_local_epochs: 2
fl_total_participants: 100
fl_eta: 10
fl_sample_dirichlet: False
fl_dirichlet_alpha: None
fl_diff_privacy: False
fl_dp_clip: None
fl_dp_noise: None
fl_number_of_adversaries: 0
fl_weight_scale: 100
#fl_single_epoch_attack: 1
loss_tasks:
- backdoor
- normal
# - nc_adv
# - ewc
# - latent
# - latent_fixed
#poison_images_test:
# - 389
# - 561
# - 874
# - 1605
# - 3378
# - 3678
# - 4528
# - 9744
# - 19165
# - 19500
# - 21422
# - 22984
# - 32941
# - 34287
# - 34385
# - 36005
# - 37365
# - 37533
# - 38658
# - 38735
# - 39824
# - 40138
# - 41336
# - 41861
# - 47001
# - 47026
# - 48003
# - 48030
# - 49163
# - 49588
#
#poison_images:
# - 389
# - 561
# - 874
# - 1605
# - 3378
# - 3678
# - 4528
# - 9744
# - 19165
# - 19500
# - 21422
# - 22984
# - 32941
# - 34287
# - 34385
# - 36005
# - 37365
# - 37533
# - 38658
# - 38735
# - 39824
# - 40138
# - 41336
# - 41861
# - 47001
# - 47026
# - 48003
# - 48030
# - 49163
# - 49588