correct DepthwiseConv2D docstring
@@ -1546,7 +1546,7 @@ class SeparableConv1D(_SeparableConv):
class SeparableConv2D(_SeparableConv):
"""Depthwise separable 2D convolution.
- Separable convolutions consist in first performing
+ Separable convolution performs first
a depthwise spatial convolution
(which acts on each input channel separately)
followed by a pointwise convolution which mixes together the resulting
@@ -1685,10 +1685,10 @@ class SeparableConv2D(_SeparableConv):
class DepthwiseConv2D(Conv2D):
- """Depthwise separable 2D convolution.
+ """Depthwise 2D convolution.
- Depthwise Separable convolutions consists in performing
- just the first step in a depthwise spatial convolution
+ Depthwise convolution performs
+ just the first step of a depthwise spatial convolution
(which acts on each input channel separately).
The `depth_multiplier` argument controls how many
output channels are generated per input channel in the depthwise step.
