[Triton][Config] Add muls_add triton kernel and refactor AscendCompilationConfig (#5518)

### What this PR does / why we need it?
Add muls_add triton kernel with related fusion pass. What's more, this
PR refactors `AscendCompilationConfig` and delete `NpugraphExConfig`.

### Does this PR introduce _any_ user-facing change?
None

### How was this patch tested?
CI passed with new added test.


- vLLM version: v0.13.0
- vLLM main:
45c1ca1ca1

---------

Signed-off-by: whx-sjtu <2952154980@qq.com>
This commit is contained in:
whx
2026-03-02 17:54:25 +08:00
committed by GitHub
parent 8547520726
commit 16c879cdf7
14 changed files with 290 additions and 98 deletions

View File

@@ -16,8 +16,8 @@ from vllm import LLM
model = LLM(
model="path/to/Qwen2-7B-Instruct",
additional_config={
"npugraph_ex_config": {
"enable": True,
"ascend_compilation_config": {
"enable_npugraph_ex": True,
"enable_static_kernel": False,
}
}
@@ -29,7 +29,7 @@ Online example:
```shell
vllm serve Qwen/Qwen2-7B-Instruct
--additional-config '{"npugraph_ex_config":{"enable":true, "enable_static_kernel":false}}'
--additional-config '{"ascend_compilation_config":{"enable_npugraph_ex":true, "enable_static_kernel":false}}'
```
You can find more details about npugraph_ex [here](https://www.hiascend.com/document/detail/zh/Pytorch/730/modthirdparty/torchairuseguide/torchair_00021.html)