[hotfix] fix typo change MoECheckpintIO to MoECheckpointIO (#5335)

Co-authored-by: binmakeswell <binmakeswell@gmail.com>

colossalai/accelerator/api.py

@@ -40,7 +40,7 @@ def set_accelerator(accelerator: Union[str, BaseAccelerator]) -> None:
 def auto_set_accelerator() -> None:
     """
     Automatically check if any accelerator is available.
-    If an accelerator is availabe, set it as the global accelerator.
+    If an accelerator is available, set it as the global accelerator.
     """
     global _ACCELERATOR
 

colossalai/booster/plugin/gemini_plugin.py

@@ -437,7 +437,7 @@ class GeminiPlugin(DPPluginBase):
         )
 
     def __del__(self):
-        """Destroy the prcess groups in ProcessGroupMesh"""
+        """Destroy the process groups in ProcessGroupMesh"""
         self.pg_mesh.destroy_mesh_process_groups()
 
     def support_no_sync(self) -> bool:

colossalai/booster/plugin/hybrid_parallel_plugin.py

@@ -1067,7 +1067,7 @@ class HybridParallelPlugin(PipelinePluginBase):
         self.max_norm = max_norm
 
     def __del__(self):
-        """Destroy the prcess groups in ProcessGroupMesh"""
+        """Destroy the process groups in ProcessGroupMesh"""
         self.pg_mesh.destroy_mesh_process_groups()
 
     @property

colossalai/booster/plugin/moe_hybrid_parallel_plugin.py

@@ -22,7 +22,7 @@ from colossalai.booster.plugin.hybrid_parallel_plugin import (
 )
 from colossalai.cluster import ProcessGroupMesh
 from colossalai.interface import ModelWrapper, OptimizerWrapper
-from colossalai.moe import MOE_MANAGER, MoECheckpintIO
+from colossalai.moe import MOE_MANAGER, MoECheckpointIO
 from colossalai.pipeline.schedule import OneForwardOneBackwardSchedule
 from colossalai.pipeline.stage_manager import PipelineStageManager
 from colossalai.shardformer import ShardConfig
@@ -341,9 +341,10 @@ class MoeHybridParallelPlugin(HybridParallelPlugin):
             **_kwargs,
         )
 
-    def get_checkpoint_io(self) -> MoECheckpintIO:
+
+    def get_checkpoint_io(self) -> MoECheckpointIO:
         if self.checkpoint_io is None:
-            self.checkpoint_io = MoECheckpintIO(self.dp_group, self.pp_group, self.tp_group, self.zero_stage)
+            self.checkpoint_io = MoECheckpointIO(self.dp_group, self.pp_group, self.tp_group, self.zero_stage)
         else:
             self.checkpoint_io = self.checkpoint_io(self.dp_group, self.pp_group, self.tp_group, self.zero_stage)
         return self.checkpoint_io

colossalai/checkpoint_io/hybrid_parallel_checkpoint_io.py

@@ -51,7 +51,7 @@ class HybridParallelCheckpointIO(GeneralCheckpointIO):
         pp_group (ProcessGroup): Process group along pipeline parallel dimension.
         tp_group (ProcessGroup): Process group along tensor parallel dimension.
         zero_stage (int): The zero stage of plugin. Should be in [0, 1, 2].
-        verbose (bool, optional): Whether to print logging massage when saving/loading has been succesfully executed. Defaults to True.
+        verbose (bool, optional): Whether to print logging massage when saving/loading has been successfully executed. Defaults to True.
     """
 
     def __init__(
@@ -574,7 +574,7 @@ class HybridParallelCheckpointIO(GeneralCheckpointIO):
         for old_pg, saved_pg in zip(optimizer.optim.param_groups, saved_groups):
             # obtain updated param group
             new_pg = copy.deepcopy(saved_pg)
-            new_pg["params"] = old_pg["params"]  # The parameters in the same group shouln't change.
+            new_pg["params"] = old_pg["params"]  # The parameters in the same group shouldn't change.
             updated_groups.append(new_pg)
         optimizer.optim.__dict__.update({"param_groups": updated_groups})
 

colossalai/moe/__init__.py

-from .checkpoint import MoECheckpintIO
+from .checkpoint import MoECheckpointIO
 from .experts import MLPExperts
 from .layers import SparseMLP, apply_load_balance
 from .manager import MOE_MANAGER
@@ -14,7 +14,7 @@ __all__ = [
     "NormalNoiseGenerator",
     "UniformNoiseGenerator",
     "SparseMLP",
-    "MoECheckpintIO",
+    "MoECheckpointIO",
     "MOE_MANAGER",
     "apply_load_balance",
 ]

colossalai/moe/checkpoint.py

@@ -40,7 +40,7 @@ from colossalai.tensor.moe_tensor.api import (
 )
 
 
-class MoECheckpintIO(HybridParallelCheckpointIO):
+class MoECheckpointIO(HybridParallelCheckpointIO):
     def __init__(
         self,
         dp_group: ProcessGroup,
@@ -373,7 +373,7 @@ class MoECheckpintIO(HybridParallelCheckpointIO):
         for old_pg, saved_pg in zip(optimizer.optim.param_groups, saved_groups):
             # obtain updated param group
             new_pg = copy.deepcopy(saved_pg)
-            new_pg["params"] = old_pg["params"]  # The parameters in the same group shouln't change.
+            new_pg["params"] = old_pg["params"]  # The parameters in the same group shouldn't change.
             updated_groups.append(new_pg)
         # ep param group
         if len(optimizer.optim.param_groups) > len(saved_groups):