tf.keras.layers.GlobalMaxPool1D

TensorFlow 2 version View source on GitHub

Global max pooling operation for temporal data.

Main aliases

tf.keras.layers.GlobalMaxPooling1D

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.keras.layers.GlobalMaxPool1D, tf.compat.v1.keras.layers.GlobalMaxPooling1D, `tf.compat.v2.keras.layers.GlobalMaxPool1D`, `tf.compat.v2.keras.layers.GlobalMaxPooling1D`

 
tf.keras.layers.GlobalMaxPool1D(
    data_format='channels_last', **kwargs
)

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, steps, features) while channels_first corresponds to inputs with shape (batch, features, steps).

Input shape:

  • If data_format='channels_last': 3D tensor with shape: (batch_size, steps, features)
  • If data_format='channels_first': 3D tensor with shape: (batch_size, features, steps)

Output shape:

2D tensor with shape (batch_size, features).