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tf.keras.backend.conv1d

TensorFlow 1 version View source on GitHub

1D convolution.

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.