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| # coding=utf-8 | |
| # Copyright 2023 The Google Research Authors. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the "License"); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| """Module library.""" | |
| # pylint: disable=g-multiple-import | |
| # pylint: disable=g-bad-import-order | |
| # Re-export commonly used modules and functions | |
| from .attention import (GeneralizedDotProductAttention, | |
| InvertedDotProductAttention, SlotAttention, | |
| TransformerBlock, Transformer) | |
| from .convolution import (SimpleCNN, CNN) | |
| from .decoders import (SpatialBroadcastDecoder, SiameseSpatialBroadcastDecoder) | |
| from .initializers import (GaussianStateInit, ParamStateInit, | |
| SegmentationEncoderStateInit, | |
| CoordinateEncoderStateInit) | |
| from .misc import (Dense, GRU, Identity, MLP, PositionEmbedding, Readout, | |
| RelativePositionEmbedding) | |
| from .video import (CorrectorPredictorTuple, FrameEncoder, Processor, SAVi) | |
| from .resnet import (ResNet18, ResNet34, ResNet50, ResNet101, ResNet152, | |
| ResNet200) | |
| from .invariant_attention import (InvertedDotProductAttentionKeyPerQuery, | |
| SlotAttentionExplicitStats, | |
| SlotAttentionPosKeysValues, | |
| SlotAttentionTranslEquiv, | |
| SlotAttentionTranslScaleEquiv, | |
| SlotAttentionTranslRotScaleEquiv) | |
| from .invariant_initializers import ( | |
| ParamStateInitRandomPositions, | |
| ParamStateInitRandomPositionsScales, | |
| ParamStateInitRandomPositionsRotationsScales, | |
| ParamStateInitLearnablePositions, | |
| ParamStateInitLearnablePositionsScales, | |
| ParamStateInitLearnablePositionsRotationsScales) | |
| # pylint: enable=g-multiple-import | |