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1# Copyright 2019 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"""Additional layers that conform to Keras API.""" 

16 

17from tensorflow_addons.layers.adaptive_pooling import ( 

18 AdaptiveAveragePooling1D, 

19 AdaptiveMaxPooling1D, 

20 AdaptiveAveragePooling2D, 

21 AdaptiveMaxPooling2D, 

22 AdaptiveAveragePooling3D, 

23 AdaptiveMaxPooling3D, 

24) 

25 

26from tensorflow_addons.layers.embedding_bag import EmbeddingBag 

27from tensorflow_addons.layers.gelu import GELU 

28from tensorflow_addons.layers.max_unpooling_2d import MaxUnpooling2D 

29from tensorflow_addons.layers.max_unpooling_2d_v2 import MaxUnpooling2DV2 

30from tensorflow_addons.layers.maxout import Maxout 

31from tensorflow_addons.layers.multihead_attention import MultiHeadAttention 

32from tensorflow_addons.layers.normalizations import FilterResponseNormalization 

33from tensorflow_addons.layers.normalizations import GroupNormalization 

34from tensorflow_addons.layers.normalizations import InstanceNormalization 

35from tensorflow_addons.layers.optical_flow import CorrelationCost 

36from tensorflow_addons.layers.poincare import PoincareNormalize 

37from tensorflow_addons.layers.polynomial import PolynomialCrossing 

38from tensorflow_addons.layers.snake import Snake 

39from tensorflow_addons.layers.sparsemax import Sparsemax 

40from tensorflow_addons.layers.spectral_normalization import SpectralNormalization 

41from tensorflow_addons.layers.spatial_pyramid_pooling import SpatialPyramidPooling2D 

42from tensorflow_addons.layers.tlu import TLU 

43from tensorflow_addons.layers.wrappers import WeightNormalization 

44from tensorflow_addons.layers.esn import ESN 

45from tensorflow_addons.layers.stochastic_depth import StochasticDepth 

46from tensorflow_addons.layers.noisy_dense import NoisyDense 

47from tensorflow_addons.layers.crf import CRF