tf.layers.InputSpec

Specifies the ndim, dtype and shape of every input to a layer.

Main aliases

tf.keras.layers.InputSpec

Compat aliases for migration

tf.layers.InputSpec(
    dtype=None, shape=None, ndim=None, max_ndim=None, min_ndim=None, axes=None
)

Every layer should expose (if appropriate) an input_spec attribute: a list of instances of InputSpec (one per input tensor).

A None entry in a shape is compatible with any dimension, a None shape is compatible with any shape.

Arguments
`dtype`	Expected DataType of the input.
`shape`	Shape tuple, expected shape of the input (may include None for unchecked axes).
`ndim`	Integer, expected rank of the input.
`max_ndim`	Integer, maximum rank of the input.
`min_ndim`	Integer, minimum rank of the input.
`axes`	Dictionary mapping integer axes to a specific dimension value.

Methods

@classmethod
from_config(
    config
)

get_config()

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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/layers/InputSpec