def create_Partner(iterate_dataset_name):
"""Instantiate partner object"""
part = Partner(partner_id=0)
dataset_name = iterate_dataset_name
if dataset_name == "cifar10":
(x_train, y_train), (x_test, y_test) = cifar10.load_data()
part.y_train = data_cf.preprocess_dataset_labels(y_train)
if dataset_name == "mnist":
(x_train, y_train), (x_test, y_test) = mnist.load_data()
part.y_train = data_mn.preprocess_dataset_labels(y_train)
yield part
def create_partners_list(dataset_name, partners_count):
partners_list = []
for i in range(partners_count):
part = Partner(partner_id=i)
if dataset_name == "cifar10":
(x_train, y_train), (x_test, y_test) = cifar10.load_data()
part.y_train = data_cf.preprocess_dataset_labels(y_train)
if dataset_name == "mnist":
(x_train, y_train), (x_test, y_test) = mnist.load_data()
part.y_train = data_mn.preprocess_dataset_labels(y_train)
partners_list.append(part)
return partners_list