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.
|