tff.backends.mapreduce.get_state_initialization_computation
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Validates and transforms a computation to generate state.
tff.backends.mapreduce.get_state_initialization_computation(
initialize_computation: tff.framework.ConcreteComputation,
grappler_config: tf.compat.v1.ConfigProto = _GRAPPLER_DEFAULT_CONFIG
) -> tff.Computation
Args |
|---|
initialize_computation
|
A computation_impl.ConcreteComputation that should
generate initial state for a computation that is compatible with a
federated learning system that implements the contract of a backend
defined in the backends/mapreduce directory.
|
grappler_config
|
An optional instance of tf.compat.v1.ConfigProto to
configure Grappler graph optimization of the TensorFlow graphs. These
options are combined with a set of defaults that aggressively configure
Grappler. If the input grappler_config has
graph_options.rewrite_options.disable_meta_optimizer=True, Grappler is
bypassed.
|
Returns |
|---|
A computation_base.Computation that can generate state for a computation.
|
Raises |
|---|
TypeError
|
If the arguments are of the wrong types.
|
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Last updated 2024-09-20 UTC.
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View source on GitHub