Max Pooling layer for 1D inputs. (deprecated)
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Compat aliases for migration
See Migration guide for more details.
tf.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. |