Python federated_eval Examples

Example #1

def _client_one():
    return intrinsics.federated_eval(
        tensorflow_computation.tf_computation(
            lambda: tf.constant(1, tf.int32)), placements.CLIENTS)

Example #2

 def get_bounds(state):
     del state  # Unused.
     return intrinsics.federated_eval(bounds_fn, placements.SERVER)

Example #3

File: hierarchical_histogram_lib.py Project: tensorflow/federated

 def init_fn():
     return intrinsics.federated_eval(initialize, placements.SERVER)

Example #4

 def _create_zero_model_on_server():
     return intrinsics.federated_eval(_create_zero_model, placements.SERVER)

Example #5

File: federated_evaluation_test.py Project: Tensorflow-Devs/federated

 def init_fn():
   return intrinsics.federated_eval(
       computations.tf_computation(
           lambda: tf.zeros(shape=[], dtype=tf.float32)), placements.SERVER)

Example #6

File: aggregation_process_test.py Project: tensorflow/federated

 def initialize_fn():
   return intrinsics.federated_eval(
       tensorflow_computation.tf_computation()(
           lambda: tf.constant([], dtype=tf.string)), placements.SERVER)

Example #7

File: federated_composing_strategy_test.py Project: RyanWangllng/federated

 def comp():
     return_five = computations.tf_computation(lambda: 5)
     return intrinsics.federated_eval(return_five, placements.CLIENTS)

Example #8

 def initialize_fn():
   return intrinsics.federated_eval(
       tf_computation(lambda: tf.constant(0.0, tf.float32)),
       placements.SERVER)

Example #9

File: federated_composing_strategy_test.py Project: RyanWangllng/federated

 def comp():
     return_five = computations.tf_computation(lambda: 5)
     five_at_server = intrinsics.federated_eval(return_five,
                                                placements.SERVER)
     six_at_server = intrinsics.federated_map(add_one, five_at_server)
     return six_at_server

Example #10

File: encoding_utils.py Project: tensorflow/federated

 def initial_state_comp():
   return intrinsics.federated_eval(initial_state_fn, placements.SERVER)

Example #11

 def init():
     return intrinsics.federated_eval(make_zero, placements.SERVER)

Example #12

 def init():
     return intrinsics.federated_eval(create_dataset, placements.CLIENTS)

Example #13

 def comp():
   client_keys = intrinsics.federated_eval(get_keys, placements.CLIENTS)
   max_key = intrinsics.federated_value(5, placements.SERVER)
   server_val = intrinsics.federated_value('db', placements.SERVER)
   return intrinsics.federated_select(client_keys, max_key, server_val,
                                      select_fn)