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1# Copyright 2026 Huawei Technologies Co., Ltd 

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"""Common PyTorch model building blocks shared across HyperParallel features.""" 

16from hyper_parallel.platform.torch.common.moe import ( 

17 FeedForward, 

18 GroupedExperts, 

19 TokenChoiceTopKRouter, 

20 MoE, 

21 update_expert_bias, 

22) 

23 

24__all__ = [ 

25 "FeedForward", 

26 "GroupedExperts", 

27 "TokenChoiceTopKRouter", 

28 "MoE", 

29 "update_expert_bias", 

30]