def baz(x):
return intrinsics.federated_apply(bar, x)
def foo(x):
val = intrinsics.federated_apply(
computations.tf_computation(lambda x: x * x), x)
self.assertIsInstance(val, value_base.Value)
return val
def bar(x):
return intrinsics.federated_apply(foo, x)
def comp():
return_five = computations.tf_computation(lambda: 5)
five_at_server = intrinsics.federated_eval(
return_five, placement_literals.SERVER)
six_at_server = intrinsics.federated_apply(add_one, five_at_server)
return six_at_server
def comp():
return intrinsics.federated_apply(
add_one, intrinsics.federated_value(10, placements.SERVER))
def comp(x):
return intrinsics.federated_apply(add_one, x)
def comp(x): return intrinsics.federated_apply(_identity, x)
def bar():
x = intrinsics.federated_value(make_dataset(), placements.CLIENTS)
return intrinsics.federated_apply(
foo,
intrinsics.federated_collect(intrinsics.federated_map(foo, x)))
def foo(x, y):
return intrinsics.federated_apply(
computations.tf_computation(lambda x, y: x > 10,
[tf.int32, tf.int32]), [x, y])
def foo(x):
return intrinsics.federated_apply(
computations.tf_computation(lambda x: x > 10, tf.int32), x)
