[1/N][CustomOp] Register activation customop instead of overwrite forward_oot (#1841)

### What this PR does / why we need it?
We'll refator `CustomOp` in vllm-ascend from this pr on. 

Use function `CustomOp.register_oot` to achieve the customop registery,
taking `AscendQuickGELU` as an example:
```python
from vllm_ascend.ops.activation import AscendQuickGELU
CustomOp.register_oot(_decorated_op_cls=AscendQuickGELU, name="QuickGELU")
```

This is a quick adapt for `CustomOp.register_oot` mechanism from vllm
0.9.2. For further step, we can remove inherit from `QuickGELU` can
write our own `QuickGELU` at all.

Part of https://github.com/vllm-project/vllm-ascend/pull/1647



- vLLM version: v0.9.2
- vLLM main:
8dfb45ca33

---------

Signed-off-by: MengqingCao <cmq0113@163.com>
This commit is contained in:
Mengqing Cao
2025-07-18 23:07:14 +08:00
committed by GitHub
parent 8a91e6e59c
commit 574fe407eb
8 changed files with 154 additions and 22 deletions

View File

@@ -561,3 +561,26 @@ def delete_torchair_cache_file():
torch_air_abs_path = get_torchair_current_work_dir()
if os.path.exists(torch_air_abs_path):
shutil.rmtree(torch_air_abs_path)
_ASCEND_CUSTOMOP_IS_REIGISTERED = False
def register_ascend_customop():
"""Register Ascend CustomOP
NOTE: if the register branch requires model type, please use `vllm.config.get_current_vllm_config`,
and ensure this will execute after model config is initilazed.
"""
global _ASCEND_CUSTOMOP_IS_REIGISTERED
if _ASCEND_CUSTOMOP_IS_REIGISTERED:
return
from vllm.model_executor.custom_op import CustomOp
from vllm_ascend.ops.activation import AscendQuickGELU, AscendSiluAndMul
CustomOp.register_oot(_decorated_op_cls=AscendQuickGELU, name="QuickGELU")
CustomOp.register_oot(_decorated_op_cls=AscendSiluAndMul,
name="SiluAndMul")
# NOTE: Keep this at last to ensure all custom actions are registered
_ASCEND_CUSTOMOP_IS_REIGISTERED = True