Class CompiledComputation
A representation of a fully constructed and serialized computation.
Inherits From:
ComputationBuildingBlock
Defined in
core/impl/computation_building_blocks.py.
A compile comutation is one that has not been parsed into constituents, and is
simply represented as an embedded Computation protocol buffer. Whereas
technically, any computation can be represented and passed around this way, this
structure is generally only used to represent TensorFlow sections, for which
otherwise there isn't any dedicated structure.
__init__
__init__(
proto,
name=None
)
Creates a representation of a fully constructed computation.
Args:
proto: An instance of pb.Computation with the computation logic.name: An optional string name to associate with this computation, used only for debugging purposes. If the name is not specified (None), it is autogenerated as a hexadecimal string from the hash of the proto.
Raises:
TypeError: if the arguments are of the wrong types.
Properties
proto
Returns a serialized form of this object as a pb.Computation instance.
tff_repr
Returns the representation of the instance using TFF syntax.
type_signature
Returns the TFF type of this object (an instance of
tff.Type).
Methods
from_proto
from_proto(
cls,
computation_proto
)
Returns an instance of a derived class based on 'computation_proto'.
Args:
computation_proto: An instance of pb.Computation.
Returns:
An instance of a class that implements 'ComputationBuildingBlock' and that contains the deserialized logic from in 'computation_proto'.
Raises:
NotImplementedError: if computation_proto contains a kind of computation for which deserialization has not been implemented yet.ValueError: if deserialization failed due to the argument being invalid.