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__

View source

__call__(
    *args, **kwargs
)

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.