def model_scatter_call(job_id, role, ind, *args):
models = args[0]
if role == consts.ARBITER:
models = model_scatter.Server().get_models()
return list(models)
elif role == consts.HOST:
model = models[ind + 1]
return model_scatter.Client().send_model(model)
else:
model = models[0]
return model_scatter.Client().send_model(model)
def __init__(self, trans_var: AggregatorTransVar = None):
if trans_var is None:
trans_var = AggregatorTransVar()
self._model_broadcaster = model_broadcaster.Client(
trans_var=trans_var.model_broadcaster)
self._model_scatter = model_scatter.Client(
trans_var=trans_var.model_scatter)
def __init__(self, trans_var=LegacyAggregatorTransVar()):
self._enable_secure_aggregate = False
self._loss_sync = loss_scatter.Client(trans_var.loss_scatter)
self._converge_sync = has_converged.Client(trans_var.has_converged)
self._model_scatter = model_scatter.Client(trans_var.model_scatter)
self._model_broadcaster = model_broadcaster.Client(
trans_var.model_broadcaster)
self._random_padding_cipher = random_padding_cipher.Client(
trans_var.random_padding_cipher)