tf.keras.backend.conv1d

TensorFlow 1 version View source on GitHub

1D convolution.

Aliases: tf.compat.v1.keras.backend.conv1d, tf.compat.v2.keras.backend.conv1d

tf.keras.backend.conv1d(
    x,
    kernel,
    strides=1,
    padding='valid',
    data_format=None,
    dilation_rate=1
)

Arguments:

  • x: Tensor or variable.
  • kernel: kernel tensor.
  • strides: stride integer.
  • padding: string, "same", "causal" or "valid".
  • data_format: string, one of "channels_last", "channels_first".
  • dilation_rate: integer dilate rate.

Returns:

A tensor, result of 1D convolution.

Raises:

  • ValueError: if data_format is neither channels_last or channels_first.