4f5964420e
1. upgrade vllm to 0.9.1. 0.9.0 is not supported for main branch now. keep doc to 0.9.0 until we release the first 0.9.1 release. 2. disable V0 test for PR 3. move actionlint check to lint job Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
255 lines
10 KiB
YAML
255 lines
10 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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# This test will be triggered:
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# 1. PR labeled with: '*accuracy-test' (ONLY 1 label valid) & 'ready-for-test'
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# 2. workflow_dispatch with models input
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# See detail rule in strategy.matrix note
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name: Benchmarks / accuracy
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on:
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pull_request:
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types: [ labeled ]
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workflow_dispatch:
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inputs:
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vllm-version:
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description: 'vllm version:'
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required: true
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type: choice
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# Please also update this when bump matched version
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# Current supported vLLM versions
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options:
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- main
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- v0.9.1
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- v0.7.3
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vllm-ascend-version:
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description: 'vllm-ascend version:'
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required: true
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type: choice
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options:
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- main
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- v0.7.3-dev
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models:
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description: 'model:'
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required: true
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type: choice
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options:
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- all
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- Qwen/Qwen2.5-7B-Instruct
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- Qwen/Qwen2.5-VL-7B-Instruct
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- Qwen/Qwen3-8B-Base
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default: 'all'
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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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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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accuracy_tests:
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# test will be triggered when tag '*-accuracy-test' & 'ready-for-test' or workflow_dispatch job
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if: >-
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${{
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(contains(github.event.pull_request.labels.*.name, 'accuracy-test') ||
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contains(github.event.pull_request.labels.*.name, 'vl-accuracy-test') ||
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contains(github.event.pull_request.labels.*.name, 'dense-accuracy-test')) &&
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contains(github.event.pull_request.labels.*.name, 'ready-for-test') ||
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github.event_name == 'workflow_dispatch'
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}}
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runs-on: >-
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${{
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(matrix.model_name == 'Qwen/Qwen2.5-VL-7B-Instruct' && 'linux-arm64-npu-4') ||
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'linux-arm64-npu-2'
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}}
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strategy:
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matrix:
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vllm_use_version: [0, 1]
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# the accuracy test will run:
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# 1. workflow_dispatch with models input
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# - all: Qwen/Qwen2.5-7B-Instruct, Qwen/Qwen2.5-VL-7B-Instruct, Qwen/Qwen3-8B-Base
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# - specified but not all: Qwen/Qwen2.5-7B-Instruct, Qwen/Qwen2.5-VL-7B-Instruct, Qwen/Qwen3-8B-Base
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# 2. PR labeled with "*-accuracy-test"
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# - accuracy-test: Qwen/Qwen2.5-7B-Instruct, Qwen/Qwen2.5-VL-7B-Instruct
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# - dense-accuracy-test: Qwen/Qwen2.5-7B-Instruct
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# - vl-accuracy-test: Qwen/Qwen2.5-VL-7B-Instruct
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model_name: ${{ fromJSON(
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(github.event.inputs.models == 'all' &&
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'["Qwen/Qwen2.5-7B-Instruct","Qwen/Qwen2.5-VL-7B-Instruct","Qwen/Qwen3-8B-Base"]') ||
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(github.event.inputs.models == 'Qwen/Qwen2.5-7B-Instruct' &&
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'["Qwen/Qwen2.5-7B-Instruct"]') ||
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(github.event.inputs.models == 'Qwen/Qwen2.5-VL-7B-Instruct' &&
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'["Qwen/Qwen2.5-VL-7B-Instruct"]') ||
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(github.event.inputs.models == 'Qwen/Qwen3-8B-Base' &&
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'["Qwen/Qwen3-8B-Base"]') ||
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contains(github.event.pull_request.labels.*.name, 'accuracy-test') &&
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'["Qwen/Qwen2.5-7B-Instruct","Qwen/Qwen2.5-VL-7B-Instruct"]' ||
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contains(github.event.pull_request.labels.*.name, 'dense-accuracy-test') &&
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'["Qwen/Qwen2.5-7B-Instruct"]' ||
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contains(github.event.pull_request.labels.*.name, 'vl-accuracy-test') &&
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'["Qwen/Qwen2.5-VL-7B-Instruct"]'
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) }}
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# Remove exclude after https://github.com/vllm-project/vllm-ascend/issues/1044 resolved
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exclude:
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- model_name: Qwen/Qwen2.5-VL-7B-Instruct
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vllm_use_version: 1
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fail-fast: false
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name: ${{ matrix.model_name }} accuracy V${{ matrix.vllm_use_version }}
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container:
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image: m.daocloud.io/quay.io/ascend/cann:8.1.rc1-910b-ubuntu22.04-py3.10
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env:
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HF_ENDPOINT: https://hf-mirror.com
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HF_TOKEN: ${{ secrets.HF_TOKEN }}
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DATASET_SOURCE: ModelScope
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VLLM_USE_MODELSCOPE: True
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# 1. If version specified (work_dispatch), do specified branch accuracy test
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# 2. If no version (labeled PR), do accuracy test by default ref:
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# The branch, tag or SHA to checkout. When checking out the repository that
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# triggered a workflow, this defaults to the reference or SHA for that event.
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# Otherwise, uses the default branch.
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GHA_VLLM_ASCEND_VERSION: ${{ github.event.inputs.vllm-ascend-version }}
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steps:
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- name: Checkout repository
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uses: actions/checkout@v4
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- name: Check npu and CANN info
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run: |
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npu-smi info
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cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info
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- name: Config mirrors
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run: |
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sed -i 's|ports.ubuntu.com|mirrors.tuna.tsinghua.edu.cn|g' /etc/apt/sources.list
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pip config set global.index-url https://mirrors.tuna.tsinghua.edu.cn/pypi/web/simple
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apt-get update -y
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apt install git -y
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git config --global url."https://gh-proxy.test.osinfra.cn/https://github.com/".insteadOf https://github.com/
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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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path: ./vllm-empty
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# Please also update this when bump matched version
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ref: ${{ github.event.inputs.vllm-version || 'v0.9.1' }}
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- name: Install vllm-project/vllm from source
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working-directory: ./vllm-empty
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run: VLLM_TARGET_DEVICE=empty pip install -e .
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- name: Checkout vllm-project/vllm-ascend repo
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uses: actions/checkout@v4
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with:
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repository: vllm-project/vllm-ascend
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path: ./vllm-ascend
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ref: ${{ env.GHA_VLLM_ASCEND_VERSION }}
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- name: Install vllm-project/vllm-ascend
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working-directory: ./vllm-ascend
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run: |
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pip install -r requirements-dev.txt
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pip install -e .
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- name: Install lm-eval, ray, and datasets
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run: |
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pip install lm-eval
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- name: Collect version info
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run: |
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for dir in /usr/local/Ascend/ascend-toolkit/*; do
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dname=$(basename "$dir")
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if [ "$dname" != "latest" ]; then
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TOOLKIT_DIR="$dname"
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break
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fi
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done
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INFO_FILE="/usr/local/Ascend/ascend-toolkit/${TOOLKIT_DIR}/$(uname -i)-linux/ascend_toolkit_install.info"
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GHA_CANN_VERSION=$(grep "version=" "$INFO_FILE" \
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| head -n1 \
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| cut -d'=' -f2 \
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| tr -d '"')
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{
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echo "GHA_CANN_VERSION=$GHA_CANN_VERSION"
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pip show torch | grep "Version:" | awk '{print "GHA_TORCH_VERSION="$2}'
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pip show torch_npu | grep "Version:" | awk '{print "GHA_TORCH_NPU_VERSION="$2}'
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pip show vllm | grep "Version:" | awk '{print "GHA_VLLM_VERSION="$2}' | sed 's/+.*//'
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echo "GHA_VLLM_ASCEND_VERSION=${{ github.event.inputs.vllm-ascend-version || github.ref }}"
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} >> "$GITHUB_ENV"
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- name: Print versions
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run: |
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echo "CANN: ${{ env.GHA_CANN_VERSION }}"
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echo "Torch NPU: ${{ env.GHA_TORCH_NPU_VERSION }}"
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echo "Torch: ${{ env.GHA_TORCH_VERSION }}"
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echo "vLLM: ${{ env.GHA_VLLM_VERSION }}"
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echo "vLLM Ascend: ${{ env.GHA_VLLM_ASCEND_VERSION }}"
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- name: Run Accuracy Test for V${{ matrix.vllm_use_version }}
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id: report
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working-directory: ./benchmarks
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env:
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PYTORCH_NPU_ALLOC_CONF: max_split_size_mb:256
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VLLM_USE_V1: ${{ matrix.vllm_use_version }}
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run: |
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model_base_name=$(basename ${{ matrix.model_name }})
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markdown_name="${model_base_name}-V${{ matrix.vllm_use_version }}"
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echo "markdown_name=$markdown_name"
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echo "markdown_name=$markdown_name" >> $GITHUB_OUTPUT
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mkdir -p ./accuracy
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python ./scripts/run_accuracy.py \
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--model "${{ matrix.model_name }}" \
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--output "./accuracy/${markdown_name}.md" \
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--vllm_ascend_version "${{ env.GHA_VLLM_ASCEND_VERSION || github.ref }}" \
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--cann_version "${{ env.GHA_CANN_VERSION }}" \
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--torch_npu_version "${{ env.GHA_TORCH_NPU_VERSION }}" \
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--torch_version "${{ env.GHA_TORCH_VERSION }}" \
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--vllm_version "${{ env.GHA_VLLM_VERSION }}"
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- name: Generate step summary
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if: ${{ always() }}
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run: |
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cat ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md >> $GITHUB_STEP_SUMMARY
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- name: Sanitize version string for artifact naming
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run: |
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SAFE_VLLM_ASCEND_VERSION="${GHA_VLLM_ASCEND_VERSION//\//-}"
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echo "SAFE_VLLM_ASCEND_VERSION=$SAFE_VLLM_ASCEND_VERSION" >> "$GITHUB_ENV"
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- name: Upload Report for V${{ matrix.vllm_use_version }}
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if: ${{ github.event_name == 'workflow_dispatch' }}
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uses: actions/upload-artifact@v4
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with:
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name: "${{ env.SAFE_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}-report"
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path: ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md
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if-no-files-found: warn
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retention-days: 90
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overwrite: true
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