### What this PR does / why we need it?
This PR prefetchs the weight of mlp layers in Qwen Dense Models to
optimize the performance in Decode phase mainly.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
CI passed with new added/existing test.
- vLLM version: main
- vLLM main:
a1213fae5f
Signed-off-by: rjg-lyh <1318825571@qq.com>
Co-authored-by: Shuming19 <313093131@qq.com>
261 lines
9.2 KiB
YAML
261 lines
9.2 KiB
YAML
#
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# Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# This file is a part of the vllm-ascend project.
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#
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name: 'test'
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on:
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push:
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branches:
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- 'main'
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pull_request:
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branches:
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- 'main'
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- '*-dev'
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# Bash shells do not use ~/.profile or ~/.bashrc so these shells need to be explicitly
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# declared as "shell: bash -el {0}" on steps that need to be properly activated.
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# It's used to activate ascend-toolkit environment variables.
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defaults:
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run:
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shell: bash -el {0}
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# only cancel in-progress runs of the same workflow
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# and ignore the lint / 1 card / 4 cards test type
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concurrency:
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group: ${{ github.workflow }}-${{ github.ref }}
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cancel-in-progress: true
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jobs:
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lint:
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uses: ./.github/workflows/pre-commit.yml
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changes:
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runs-on: linux-amd64-cpu-0
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container:
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image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.2.rc1-910b-ubuntu22.04-py3.11
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outputs:
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e2e_tracker: ${{ steps.filter.outputs.e2e_tracker }}
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ut_tracker: ${{ steps.filter.outputs.ut_tracker }}
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steps:
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- uses: actions/checkout@v4
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- uses: dorny/paths-filter@v3
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id: filter
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with:
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filters: |
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e2e_tracker:
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- '.github/workflows/vllm_ascend_test.yaml'
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- 'vllm_ascend/**'
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- 'csrc/**'
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- 'cmake/**'
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- 'tests/e2e/**'
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- 'CMakeLists.txt'
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- 'setup.py'
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- 'requirements.txt'
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- 'requirements-dev.txt'
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- 'requirements-lint.txt'
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- 'packages.txt'
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ut_tracker:
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- 'tests/ut/**'
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ut:
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needs: [lint, changes]
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name: unit test
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# only trigger unit test after lint passed and the change is e2e and ut related.
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if: ${{ needs.lint.result == 'success' && (needs.changes.outputs.e2e_tracker == 'true' || needs.changes.outputs.ut_tracker == 'true') }}
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runs-on: ubuntu-latest
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container:
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image: quay.io/ascend/cann:8.2.rc1-910b-ubuntu22.04-py3.11
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env:
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VLLM_LOGGING_LEVEL: ERROR
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VLLM_USE_MODELSCOPE: True
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strategy:
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matrix:
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vllm_version: [main]
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steps:
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- name: Install packages
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run: |
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apt-get update -y
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apt-get install -y python3-pip git vim wget net-tools gcc g++ cmake libnuma-dev curl gnupg2
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- name: Checkout vllm-project/vllm repo
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uses: actions/checkout@v4
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with:
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repository: vllm-project/vllm
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ref: ${{ matrix.vllm_version }}
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path: ./vllm-empty
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- name: Install vllm-project/vllm from source
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working-directory: ./vllm-empty
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run: |
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VLLM_TARGET_DEVICE=empty python3 -m pip install . --extra-index https://download.pytorch.org/whl/cpu/
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python3 -m pip uninstall -y triton
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- name: Checkout vllm-project/vllm-ascend repo
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uses: actions/checkout@v4
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- name: Install vllm-project/vllm-ascend
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run: |
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export PIP_EXTRA_INDEX_URL=https://mirrors.huaweicloud.com/ascend/repos/pypi
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export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/x86_64-linux/devlib
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python3 -m pip install -r requirements-dev.txt --extra-index https://download.pytorch.org/whl/cpu/
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python3 -m pip install -v . --extra-index https://download.pytorch.org/whl/cpu/
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- name: Run unit test
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env:
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VLLM_WORKER_MULTIPROC_METHOD: spawn
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TORCH_DEVICE_BACKEND_AUTOLOAD: 0
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run: |
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export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:/usr/local/Ascend/ascend-toolkit/latest/x86_64-linux/devlib
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pytest -sv --cov --cov-report=xml:unittests-coverage.xml tests/ut --ignore=tests/ut/test_platform.py --ignore=tests/ut/ops/test_vocab_parallel_embedding.py
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- name: Upload coverage to Codecov
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if: ${{ matrix.vllm_version == 'main' }}
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uses: codecov/codecov-action@v5
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env:
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CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
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with:
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flags: unittests
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name: vllm-ascend
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verbose: true
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e2e-light:
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needs: [lint, changes]
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# only trigger e2e test after lint passed and the change is e2e related with pull request.
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if: ${{ github.event_name == 'pull_request' && needs.lint.result == 'success' && needs.changes.outputs.e2e_tracker == 'true' && !contains(github.event.pull_request.labels.*.name, 'ready') }}
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strategy:
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max-parallel: 2
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matrix:
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os: [linux-aarch64-a2-1]
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vllm_version: [main]
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name: singlecard e2e test - light
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runs-on: ${{ matrix.os }}
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container:
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image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.2.rc1-910b-ubuntu22.04-py3.11
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env:
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VLLM_LOGGING_LEVEL: ERROR
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VLLM_USE_MODELSCOPE: True
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steps:
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- name: Check npu and CANN info
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run: |
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npu-smi info
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cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info
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- name: Config mirrors
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run: |
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sed -Ei 's@(ports|archive).ubuntu.com@cache-service.nginx-pypi-cache.svc.cluster.local:8081@g' /etc/apt/sources.list
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pip config set global.index-url http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple
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pip config set global.trusted-host cache-service.nginx-pypi-cache.svc.cluster.local
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apt-get update -y
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apt install git -y
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- name: Checkout vllm-project/vllm-ascend repo
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uses: actions/checkout@v4
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- name: Install system dependencies
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run: |
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apt-get -y install `cat packages.txt`
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apt-get -y install gcc g++ cmake libnuma-dev
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- name: Checkout vllm-project/vllm repo
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uses: actions/checkout@v4
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with:
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repository: vllm-project/vllm
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ref: ${{ matrix.vllm_version }}
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path: ./vllm-empty
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- name: Install vllm-project/vllm from source
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working-directory: ./vllm-empty
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run: |
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VLLM_TARGET_DEVICE=empty pip install -e .
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- name: Install vllm-project/vllm-ascend
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env:
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PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi
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run: |
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pip install -r requirements-dev.txt
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pip install -v -e .
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- name: Run e2e test
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env:
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VLLM_WORKER_MULTIPROC_METHOD: spawn
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VLLM_USE_MODELSCOPE: True
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run: |
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pytest -sv tests/e2e/singlecard/test_aclgraph.py
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pytest -sv tests/e2e/singlecard/test_quantization.py
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pytest -sv tests/e2e/singlecard/test_vlm.py::test_multimodal_vl
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e2e-2-cards-light:
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needs: [e2e-light]
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if: ${{ needs.e2e-light.result == 'success' }}
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strategy:
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max-parallel: 2
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matrix:
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os: [linux-aarch64-a2-2]
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vllm_version: [main]
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name: multicard e2e test - light
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runs-on: ${{ matrix.os }}
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container:
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image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.2.rc1-910b-ubuntu22.04-py3.11
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env:
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VLLM_LOGGING_LEVEL: ERROR
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VLLM_USE_MODELSCOPE: True
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steps:
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- name: Check npu and CANN info
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run: |
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npu-smi info
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cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info
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- name: Config mirrors
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run: |
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sed -Ei 's@(ports|archive).ubuntu.com@cache-service.nginx-pypi-cache.svc.cluster.local:8081@g' /etc/apt/sources.list
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pip config set global.index-url http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple
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pip config set global.trusted-host cache-service.nginx-pypi-cache.svc.cluster.local
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apt-get update -y
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apt install git -y
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- name: Checkout vllm-project/vllm-ascend repo
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uses: actions/checkout@v4
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- name: Install system dependencies
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run: |
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apt-get -y install `cat packages.txt`
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apt-get -y install gcc g++ cmake libnuma-dev
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- name: Checkout vllm-project/vllm repo
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uses: actions/checkout@v4
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with:
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repository: vllm-project/vllm
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ref: ${{ matrix.vllm_version }}
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path: ./vllm-empty
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- name: Install vllm-project/vllm from source
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working-directory: ./vllm-empty
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run: |
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VLLM_TARGET_DEVICE=empty pip install -e .
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- name: Install vllm-project/vllm-ascend
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env:
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PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi
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run: |
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pip install -r requirements-dev.txt
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pip install -v -e .
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- name: Run vllm-project/vllm-ascend test
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env:
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VLLM_WORKER_MULTIPROC_METHOD: spawn
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VLLM_USE_MODELSCOPE: True
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run: |
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pytest -sv tests/e2e/multicard/test_qwen3_moe.py::test_models_distributed_Qwen3_MOE_TP2_WITH_EP |