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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"""Tensor parallel declarative APIs (parallel styles and module parallelization).""" 

16from hyper_parallel.core.tensor_parallel.api import parallelize_module 

17from hyper_parallel.core.tensor_parallel.style import ( 

18 ColwiseParallel, 

19 NoParallel, 

20 ParallelStyle, 

21 PrepareModuleInput, 

22 PrepareModuleInputOutput, 

23 PrepareModuleOutput, 

24 RowwiseParallel, 

25 SequenceParallel, 

26) 

27from hyper_parallel.core.tensor_parallel.loss_parallel import ( 

28 loss_parallel, 

29 is_loss_parallel_active, 

30) 

31 

32__all__ = [ 

33 # Parallel styles 

34 "ColwiseParallel", 

35 "NoParallel", 

36 "ParallelStyle", 

37 "PrepareModuleInput", 

38 "PrepareModuleInputOutput", 

39 "PrepareModuleOutput", 

40 "RowwiseParallel", 

41 "SequenceParallel", 

42 # Module parallelization 

43 "parallelize_module", 

44 # Loss parallel 

45 "loss_parallel", 

46 "is_loss_parallel_active", 

47]