tf.layers.max_pooling1d(inputs, pool_size, strides, padding='valid', data_format='channels_last', name=None)

tf.layers.max_pooling1d(inputs, pool_size, strides, padding='valid', data_format='channels_last', name=None)

Max Pooling layer for 1D inputs.

Arguments:

  • inputs: The tensor over which to pool. Must have rank 3.
  • pool_size: An integer or tuple/list of a single integer, representing the size of the pooling window.
  • strides: An integer or tuple/list of a single integer, specifying the strides of the pooling operation.
  • padding: A string. The padding method, either 'valid' or 'same'. Case-insensitive.
  • data_format: A string, one of channels_last (default) or channels_first. The ordering of the dimensions in the inputs. channels_last corresponds to inputs with shape (batch, length, channels) while channels_first corresponds to inputs with shape (batch, channels, length).
  • name: A string, the name of the layer.

Returns:

The output tensor, of rank 3.

Defined in tensorflow/python/layers/pooling.py.