tf.keras.layers.GlobalMaxPool3D

View source on GitHub

Global Max pooling operation for 3D data.

View aliases

Main aliases

tf.keras.layers.GlobalMaxPooling3D

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.layers.GlobalMaxPool3D, tf.compat.v1.keras.layers.GlobalMaxPooling3D

tf.keras.layers.GlobalMaxPool3D(
    data_format=None, **kwargs
)

Arguments

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, spatial_dim1, spatial_dim2, spatial_dim3, channels) while channels_first corresponds to inputs with shape (batch, channels, spatial_dim1, spatial_dim2, spatial_dim3). It defaults to the image_data_format value found in your Keras config file at ~/.keras/keras.json. If you never set it, then it will be "channels_last".

Input shape:

• If data_format='channels_last': 5D tensor with shape: (batch_size, spatial_dim1, spatial_dim2, spatial_dim3, channels)
• If data_format='channels_first': 5D tensor with shape: (batch_size, channels, spatial_dim1, spatial_dim2, spatial_dim3)

Output shape:

2D tensor with shape (batch_size, channels).