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tf.types.experimental.ConcreteFunction

Base class for graph functions.

Inherits From: Callable

A ConcreteFunction encapsulates a single graph function definition and is differentiable under tf.GradientTape contexts.

Methods

__call__

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Executes this callable.

This behaves like a regular op - in eager mode, it immediately starts execution, returning results. In graph mode, it creates ops which return symbolic TensorFlow values (like tf.Tensor, tf.data.Dataset, etc.). For example, tf.function callables typically generate a tf.raw_ops.PartitionedCall op, but not always - the exact operations being generated are an internal implementation detail.

Args
*args positional argument for this call
**kwargs keyword arguments for this call

Returns
The execution results.