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feat: support compile torchair graph while warming up #2992

feat: support compile torchair graph while warming up

feat: support compile torchair graph while warming up #2992

#
# Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# This file is a part of the vllm-ascend project.
#
name: 'e2e test'
on:
schedule:
- cron: '0 23 * * *'
pull_request:
branches:
- 'main'
- '*-dev'
paths:
- '*.txt'
- '**/*.py'
- '.github/workflows/vllm_ascend_test.yaml'
- '!docs/**'
- 'pytest.ini'
# Bash shells do not use ~/.profile or ~/.bashrc so these shells need to be explicitly
# declared as "shell: bash -el {0}" on steps that need to be properly activated.
# It's used to activate ascend-toolkit environment variables.
defaults:
run:
shell: bash -el {0}
jobs:
test:
strategy:
max-parallel: 2
matrix:
os: [linux-arm64-npu-1, linux-arm64-npu-4]
vllm_version: [main, v0.9.0]
concurrency:
group: >
${{
matrix.os == 'linux-arm64-npu-4'
&& github.event.pull_request.number
&& format('pr-{0}-limit-npu-4', github.event.pull_request.number)
|| format('job-{0}-{1}-{2}', matrix.os, matrix.vllm_version, github.event.pull_request.number)
}}
cancel-in-progress: false
name: vLLM Ascend test
runs-on: ${{ matrix.os }}
container:
# TODO(yikun): Remove m.daocloud.io prefix when infra proxy ready
image: m.daocloud.io/quay.io/ascend/cann:8.1.rc1-910b-ubuntu22.04-py3.10
env:
HF_ENDPOINT: https://hf-mirror.com
HF_TOKEN: ${{ secrets.HF_TOKEN }}
VLLM_LOGGING_LEVEL: ERROR
steps:
- name: Check npu and CANN info
run: |
npu-smi info
cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info
- name: Config mirrors
run: |
sed -i 's|ports.ubuntu.com|mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list
pip config set global.index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
apt-get update -y
apt install git -y
git config --global url."https://gh-proxy.test.osinfra.cn/https://github.com/".insteadOf https://github.com/
- name: Checkout vllm-project/vllm-ascend repo
uses: actions/checkout@v4
- name: Install system dependencies
run: |
apt-get -y install `cat packages.txt`
apt-get -y install gcc g++ cmake libnuma-dev
- name: Checkout vllm-project/vllm repo
uses: actions/checkout@v4
with:
repository: vllm-project/vllm
ref: ${{ matrix.vllm_version }}
path: ./vllm-empty
- name: Install vllm-project/vllm from source
working-directory: ./vllm-empty
run: |
VLLM_TARGET_DEVICE=empty pip install -e .
- name: Install vllm-project/vllm-ascend
run: |
pip install -r requirements-dev.txt
pip install -v -e .
- name: Run vllm-project/vllm-ascend test for V1 Engine
env:
VLLM_USE_V1: 1
VLLM_WORKER_MULTIPROC_METHOD: spawn
run: |
if [[ "${{ matrix.os }}" == "linux-arm64-npu-1" ]]; then
VLLM_USE_MODELSCOPE=True pytest -sv tests/singlecard/test_offline_inference.py
pytest -sv tests/singlecard/test_scheduler.py
# guided decoding doesn't work, fix it later
# pytest -sv tests/singlecard/test_guided_decoding.py.py
pytest -sv tests/singlecard/ --ignore=tests/singlecard/test_offline_inference.py --ignore=tests/singlecard/test_scheduler.py --ignore=tests/singlecard/test_guided_decoding.py
else
pytest -sv tests/multicard/test_ilama_lora_tp2.py
VLLM_USE_MODELSCOPE=True pytest -sv tests/multicard/ --ignore=tests/multicard/test_ilama_lora_tp2.py
fi
- name: Run vllm-project/vllm-ascend test on V0 engine
env:
VLLM_USE_V1: 0
run: |
if [[ "${{ matrix.os }}" == "linux-arm64-npu-1" ]]; then
VLLM_USE_MODELSCOPE=True pytest -sv tests/singlecard/test_offline_inference.py
pytest -sv tests/singlecard/test_scheduler.py
# guided decoding doesn't work, fix it later
# pytest -sv tests/singlecard/test_guided_decoding.py.py
pytest -sv tests/singlecard/ --ignore=tests/singlecard/test_offline_inference.py --ignore=tests/singlecard/test_scheduler.py --ignore=tests/singlecard/test_guided_decoding.py
else
pytest -sv tests/multicard/test_ilama_lora_tp2.py
# Fixme: run VLLM_USE_MODELSCOPE=True pytest -sv tests/multicard/test_offline_inference_distributed.py will raise error.
VLLM_USE_MODELSCOPE=True pytest -sv tests/multicard/test_offline_inference_distributed.py::test_models_distributed_QwQ
VLLM_USE_MODELSCOPE=True pytest -sv tests/multicard/test_offline_inference_distributed.py::test_models_distributed_DeepSeek
VLLM_USE_MODELSCOPE=True pytest -sv tests/multicard/ --ignore=tests/multicard/test_ilama_lora_tp2.py --ignore=tests/multicard/test_offline_inference_distributed.py
fi