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1# Copyright 2015 The TensorFlow Authors. All Rights Reserved. 

2# 

3# Licensed under the Apache License, Version 2.0 (the "License"); 

4# you may not use this file except in compliance with the License. 

5# You may obtain a copy of the License at 

6# 

7# http://www.apache.org/licenses/LICENSE-2.0 

8# 

9# Unless required by applicable law or agreed to in writing, software 

10# distributed under the License is distributed on an "AS IS" BASIS, 

11# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 

12# See the License for the specific language governing permissions and 

13# limitations under the License. 

14# ============================================================================== 

15"""Keras convolution layers.""" 

16 

17 

18# Convolution layer aliases. 

19# Convolution layers. 

20from keras.src.layers.convolutional.conv1d import Conv1D 

21from keras.src.layers.convolutional.conv1d import Convolution1D 

22from keras.src.layers.convolutional.conv1d_transpose import Conv1DTranspose 

23from keras.src.layers.convolutional.conv1d_transpose import Convolution1DTranspose 

24from keras.src.layers.convolutional.conv2d import Conv2D 

25from keras.src.layers.convolutional.conv2d import Convolution2D 

26from keras.src.layers.convolutional.conv2d_transpose import Conv2DTranspose 

27from keras.src.layers.convolutional.conv2d_transpose import Convolution2DTranspose 

28from keras.src.layers.convolutional.conv3d import Conv3D 

29from keras.src.layers.convolutional.conv3d import Convolution3D 

30from keras.src.layers.convolutional.conv3d_transpose import Conv3DTranspose 

31from keras.src.layers.convolutional.conv3d_transpose import Convolution3DTranspose 

32from keras.src.layers.convolutional.depthwise_conv1d import DepthwiseConv1D 

33from keras.src.layers.convolutional.depthwise_conv2d import DepthwiseConv2D 

34from keras.src.layers.convolutional.separable_conv1d import SeparableConv1D 

35from keras.src.layers.convolutional.separable_conv1d import SeparableConvolution1D 

36from keras.src.layers.convolutional.separable_conv2d import SeparableConv2D 

37from keras.src.layers.convolutional.separable_conv2d import SeparableConvolution2D 

38 

39# Pooling layers imported for backwards namespace compatibility. 

40from keras.src.layers.pooling.average_pooling1d import AveragePooling1D 

41from keras.src.layers.pooling.average_pooling2d import AveragePooling2D 

42from keras.src.layers.pooling.average_pooling3d import AveragePooling3D 

43from keras.src.layers.pooling.max_pooling1d import MaxPooling1D 

44from keras.src.layers.pooling.max_pooling2d import MaxPooling2D 

45from keras.src.layers.pooling.max_pooling3d import MaxPooling3D 

46 

47# Reshaping layers imported for backwards namespace compatibility 

48from keras.src.layers.reshaping.cropping1d import Cropping1D 

49from keras.src.layers.reshaping.cropping2d import Cropping2D 

50from keras.src.layers.reshaping.cropping3d import Cropping3D 

51from keras.src.layers.reshaping.up_sampling1d import UpSampling1D 

52from keras.src.layers.reshaping.up_sampling2d import UpSampling2D 

53from keras.src.layers.reshaping.up_sampling3d import UpSampling3D 

54from keras.src.layers.reshaping.zero_padding1d import ZeroPadding1D 

55from keras.src.layers.reshaping.zero_padding2d import ZeroPadding2D 

56from keras.src.layers.reshaping.zero_padding3d import ZeroPadding3D 

57