tff.backends.mapreduce.get_broadcast_form_for_computation
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Constructs tff.backends.mapreduce.BroadcastForm given a computation.
tff.backends.mapreduce.get_broadcast_form_for_computation(
comp: tff.framework.ConcreteComputation,
grappler_config: tf.compat.v1.ConfigProto = _GRAPPLER_DEFAULT_CONFIG,
*,
tff_internal_preprocessing: Optional[BuildingBlockFn] = None
) -> tff.backends.mapreduce.BroadcastForm
Args |
|---|
comp
|
An instance of computation_impl.ConcreteComputation that is
compatible with broadcast form. Computations are only compatible if they
take in a single value placed at server, return a single value placed at
clients, and do not contain any aggregations.
|
grappler_config
|
An instance of tf.compat.v1.ConfigProto to configure
Grappler graph optimization of the Tensorflow graphs backing the resulting
tff.backends.mapreduce.BroadcastForm. These options are combined with a
set of defaults that aggressively configure Grappler. If
grappler_config_proto has
graph_options.rewrite_options.disable_meta_optimizer=True, Grappler is
bypassed.
|
tff_internal_preprocessing
|
An optional function to transform the AST of the
computation.
|
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Last updated 2024-09-20 UTC.
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View source on GitHub