tf.compat.v1.layers.MaxPooling3D

View source on GitHub

Max pooling layer for 3D inputs (e.g. volumes).

Inherits From: MaxPool3D, Layer

tf.compat.v1.layers.MaxPooling3D(
    pool_size, strides, padding='valid', data_format='channels_last', name=None,
    **kwargs
)

Arguments:

• pool_size: An integer or tuple/list of 3 integers: (pool_depth, pool_height, pool_width) specifying the size of the pooling window. Can be a single integer to specify the same value for all spatial dimensions.
• strides: An integer or tuple/list of 3 integers, specifying the strides of the pooling operation. Can be a single integer to specify the same value for all spatial dimensions.
• padding: A string. The padding method, either 'valid' or 'same'. Case-insensitive.
• data_format: A string. The ordering of the dimensions in the inputs. channels_last (default) and channels_first are supported. channels_last corresponds to inputs with shape (batch, depth, height, width, channels) while channels_first corresponds to inputs with shape (batch, channels, depth, height, width).
• name: A string, the name of the layer.

Attributes:

• graph: DEPRECATED FUNCTION

  Warning: THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: Stop using this property because tf.layers layers no longer track their graph.

• scope_name