Integrate two allreduce fusion set interfaces into one

mindspore/parallel/__init__.py

@@ -15,9 +15,7 @@
 """
 This interface is ONLY used in Auto-parallel procedure.
 """
-from .dp_allreduce_fusion import set_fusion_strategy_by_idx, set_fusion_strategy_by_size
 from .algo_parameter_config import get_algo_parameters, reset_algo_parameters, \
     set_algo_parameters
 
-__all__ = ["set_fusion_strategy_by_idx", "set_fusion_strategy_by_size", "get_algo_parameters",
-           "reset_algo_parameters", "set_algo_parameters"]
+__all__ = ["get_algo_parameters", "reset_algo_parameters", "set_algo_parameters"]

mindspore/parallel/_auto_parallel_context.py

@@ -14,6 +14,8 @@
 # ============================================================================
 """Context of auto parallel"""
 import threading
+import mindspore.context as context
+from mindspore.parallel._dp_allreduce_fusion import _set_fusion_strategy_by_idx, _set_fusion_strategy_by_size
 from mindspore._c_expression import AutoParallelContext
 from mindspore._extends.pynative_helper import args_type_check
 
@@ -219,13 +221,15 @@ class _AutoParallelContext:
             indices (list): Indices list.
 
         Raises:
-            ValueError: If type of indices item is not int.
+            TypeError: If type of indices item is not int.
         """
         self.check_context_handle()
         for index in indices:
             if not isinstance(index, int):
                 raise TypeError('indices has invalid value')
-        return self._context_handle.set_all_reduce_fusion_split_indices(indices)
+        self._context_handle.set_all_reduce_fusion_split_indices(indices)
+        if context.get_context("device_target") == "Ascend":
+            _set_fusion_strategy_by_idx(indices)
 
     def get_all_reduce_fusion_split_indices(self):
         """Get allreduce fusion split indices."""
@@ -240,13 +244,15 @@ class _AutoParallelContext:
             sizes (list): Sizes list.
 
         Raises:
-            ValueError: If type of sizes item is not int.
+            TypeError: If type of sizes item is not int.
         """
         self.check_context_handle()
         for size in sizes:
             if not isinstance(size, int):
                 raise TypeError('sizes has invalid value')
-        return self._context_handle.set_all_reduce_fusion_split_sizes(sizes)
+        self._context_handle.set_all_reduce_fusion_split_sizes(sizes)
+        if context.get_context("device_target") == "Ascend":
+            _set_fusion_strategy_by_size(sizes)
 
     def get_all_reduce_fusion_split_sizes(self):
         """Get allreduce fusion split sizes."""

mindspore/parallel/_dp_allreduce_fusion.py

@@ -43,7 +43,7 @@ def _c_array(ctype, values):
     return (ctype * len(values))(*values)
 
 
-def set_fusion_strategy_by_idx(idxList, group="hccl_world_group"):
+def _set_fusion_strategy_by_idx(idxList, group="hccl_world_group"):
     """
     A function set gradient segment strategy according to the index list.
 
@@ -100,7 +100,7 @@ def set_fusion_strategy_by_idx(idxList, group="hccl_world_group"):
         raise RuntimeError('Allreduce split error')
 
 
-def set_fusion_strategy_by_size(dataSizeList, group="hccl_world_group"):
+def _set_fusion_strategy_by_size(dataSizeList, group="hccl_world_group"):
     """
     A function set gradient segment strategy according to the data size percentage list.