Max pooling layer for 3D inputs (e.g.
tf.compat.v1.layers.max_pooling3d(
inputs, pool_size, strides, padding='valid',
data_format='channels_last', name=None
)
volumes).
Args |
inputs
|
The tensor over which to pool. Must have rank 5.
|
pool_size
|
An integer or tuple/list of 3 integers: (pool_depth, pool_height,
pool_width) specifying the size of the pooling window. Can be a single
integer to specify the same value for all spatial dimensions.
|
strides
|
An integer or tuple/list of 3 integers, specifying the strides of
the pooling operation. Can be a single integer to specify the same value
for all spatial dimensions.
|
padding
|
A string. The padding method, either 'valid' or 'same'.
Case-insensitive.
|
data_format
|
A string. The ordering of the dimensions in the inputs.
channels_last (default) and channels_first are supported.
channels_last corresponds to inputs with shape (batch, depth, height,
width, channels) while channels_first corresponds to inputs with shape
(batch, channels, depth, height, width) .
|
name
|
A string, the name of the layer.
|
Raises |
ValueError
|
if eager execution is enabled.
|