def get_optimizer(self):
optimizer = DpsgdOptimizer(learning_rate=0.01,
clip=10.0,
batch_size=16.0,
sigma=1.0)
optimizer._seed = 100
return optimizer
def get_optimizer_dygraph(self, parameter_list):
optimizer = DpsgdOptimizer(learning_rate=0.01,
clip=10.0,
batch_size=16.0,
sigma=1.0,
parameter_list=parameter_list)
optimizer._seed = 100
return optimizer