tf.compat.v1.layers.max_pooling1d
Max Pooling layer for 1D inputs.
tf.compat.v1.layers.max_pooling1d(
inputs, pool_size, strides, padding='valid',
data_format='channels_last', name=None
)
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. |
Raises |
ValueError | if eager execution is enabled. |