tf.broadcast_static_shape

Computes the shape of a broadcast given known shapes.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.broadcast_static_shape, `tf.compat.v2.broadcast_static_shape`

tf.broadcast_static_shape(
    shape_x, shape_y
)

When shape_x and shape_y are fully known TensorShapes this computes a TensorShape which is the shape of the result of a broadcasting op applied in tensors of shapes shape_x and shape_y.

For example, if shape_x is [1, 2, 3] and shape_y is [5, 1, 3], the result is a TensorShape whose value is [5, 2, 3].

This is useful when validating the result of a broadcasting operation when the tensors have statically known shapes.

Args
shape_x	A TensorShape
shape_y	A TensorShape

Returns
A TensorShape representing the broadcasted shape.

Raises
ValueError	If the two shapes can not be broadcasted.