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tf.keras.layers.ZeroPadding1D

TensorFlow 2.0 version View source on GitHub

Class ZeroPadding1D

Zero-padding layer for 1D input (e.g. temporal sequence).

Inherits From: Layer

Aliases:

  • Class tf.compat.v1.keras.layers.ZeroPadding1D
  • Class tf.compat.v2.keras.layers.ZeroPadding1D

Arguments:

  • padding: Int, or tuple of int (length 2), or dictionary.
    • If int: How many zeros to add at the beginning and end of the padding dimension (axis 1).
    • If tuple of int (length 2): How many zeros to add at the beginning and at the end of the padding dimension ((left_pad, right_pad)).

Input shape:

3D tensor with shape (batch, axis_to_pad, features)

Output shape:

3D tensor with shape (batch, padded_axis, features)

__init__

View source

__init__(
    padding=1,
    **kwargs
)