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[Test] Refactor accuracy test to nightly test (#3814)

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### What this PR does / why we need it?
Refactor accuracy test to nightly test

- vLLM version: v0.11.0
- vLLM main:
83f478bb19

Signed-off-by: hfadzxy <starmoon_zhang@163.com>
This commit is contained in:
zhangxinyuehfad
2025-11-06 09:06:59 +08:00
committed by GitHub
parent b1488ecdb1
commit 737cad2b6b
4 changed files with 142 additions and 146 deletions
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123
.github/workflows/_accuracy_test.yaml → .github/workflows/_e2e_nightly_single_node_models.yaml vendored
View File

@@ -1,4 +1,21 @@
name: 'accuracy test'
#
# 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 nightly models test'
on:
workflow_call:
@@ -16,7 +33,7 @@ on:
image:
required: true
type: string
model_name:
model_list:
required: true
type: string
upload:
@@ -24,38 +41,44 @@ on:
type: boolean
default: false
jobs:
accuracy_tests:
# 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}
# only cancel in-progress runs of the same workflow
# and ignore the lint / 1 card / 2 cards / 4 cards test type
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}-${{ inputs.runner }}-${{inputs.model_list}}
cancel-in-progress: true
jobs:
e2e-nightly:
name: ${{inputs.model_list}} accuracy test
runs-on: ${{ inputs.runner }}
name: ${{ inputs.model_name }} accuracy
container:
image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-910b-ubuntu22.04-py3.11
env:
VLLM_USE_MODELSCOPE: True
# 1. If version specified (work_dispatch), do specified branch accuracy test
# 2. If no version (labeled PR), do accuracy test by default ref:
# The branch, tag or SHA to checkout. When checking out the repository that
# triggered a workflow, this defaults to the reference or SHA for that event.
# Otherwise, uses the default branch.
GHA_VLLM_ASCEND_VERSION: ${{ inputs.vllm-ascend }}
steps:
- name: Checkout repository
uses: actions/checkout@v4
- name: Set model name as output
id: set_output
- name: Check npu and CANN info
run: |
echo "model_name=${{ inputs.model_name }}" >> $GITHUB_OUTPUT
npu-smi info
cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info
- name: Config mirrors
run: |
sed -Ei 's@(ports|archive).ubuntu.com@cache-service.nginx-pypi-cache.svc.cluster.local:8081@g' /etc/apt/sources.list
pip config set global.index-url http://cache-service.nginx-pypi-cache.svc.cluster.local/pypi/simple
pip config set global.trusted-host cache-service.nginx-pypi-cache.svc.cluster.local
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: |
@@ -73,9 +96,16 @@ jobs:
working-directory: ./vllm-empty
run: |
VLLM_TARGET_DEVICE=empty pip install -e .
- name: Install vllm-project/vllm-ascend
env:
PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi
run: |
pip install -r requirements-dev.txt
pip install -v -e .
- name: Install Ascend toolkit & triton_ascend (for Qwen3-Next-80B-A3B-Instruct)
if: ${{ inputs.model_name == 'Qwen3-Next-80B-A3B-Instruct' }}
if: ${{ inputs.runner == 'linux-aarch64-a2-4' && contains(inputs.model_list, 'Qwen3-Next-80B-A3B-Instruct') }}
shell: bash -l {0}
run: |
wget -q https://vllm-ascend.obs.cn-north-4.myhuaweicloud.com/vllm-ascend/Ascend-BiSheng-toolkit_aarch64.run -O /tmp/Ascend-BiSheng-toolkit_aarch64.run
@@ -108,14 +138,6 @@ jobs:
path: ./vllm-ascend
ref: ${{ env.GHA_VLLM_ASCEND_VERSION }}
- name: Install vllm-project/vllm-ascend
working-directory: ./vllm-ascend
env:
PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi
run: |
pip install -r requirements-dev.txt
pip install -v -e .
- name: Get vLLM commit hash and URL
working-directory: ./vllm-empty
run: |
@@ -149,11 +171,12 @@ jobs:
pip show vllm | grep "Version:" | awk '{print "GHA_VLLM_VERSION="$2}' | sed 's/+.*//'
} >> "$GITHUB_ENV"
- name: Run accuracy test
- name: Run vllm-project/vllm-ascend accuracy test
id: report
env:
VLLM_WORKER_MULTIPROC_METHOD: spawn
VLLM_USE_MODELSCOPE: True
VLLM_CI_RUNNER: ${{ inputs.runner }}
VLLM_VERSION: ${{ env.GHA_VLLM_VERSION }}
VLLM_COMMIT: ${{ env.VLLM_COMMIT }}
VLLM_ASCEND_VERSION: ${{ env.GHA_VLLM_ASCEND_VERSION || github.ref }}
@@ -162,24 +185,44 @@ jobs:
TORCH_VERSION: ${{ env.GHA_TORCH_VERSION }}
TORCH_NPU_VERSION: ${{ env.GHA_TORCH_NPU_VERSION }}
run: |
model_base_name=$(basename ${{ inputs.model_name }})
markdown_name="${model_base_name}"
echo "markdown_name=$markdown_name" >> $GITHUB_OUTPUT
mkdir -p ./benchmarks/accuracy
pytest -sv ./tests/e2e/models/test_lm_eval_correctness.py \
--config ./tests/e2e/models/configs/${{ inputs.model_name }}.yaml
echo "Received model_list: ${{ inputs.model_list }}"
models=$(echo '${{ inputs.model_list }}' | jq -r '.[]')
any_failure=0
for model in $models; do
echo "Running test for model: $model"
pytest -sv ./tests/e2e/models/test_lm_eval_correctness.py \
--config "./tests/e2e/models/configs/${model}.yaml" || {
echo "Test failed for model: $model"
any_failure=1
}
done
if [ $any_failure -ne 0 ]; then
exit 1
fi
- name: Generate step summary
if: ${{ always() }}
run: |
cat ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md >> $GITHUB_STEP_SUMMARY
models=$(echo '${{ inputs.model_list }}' | jq -r '.[]')
for model in $models; do
echo "Processing model: $model"
model_base_name=$(basename "$model")
cat ./benchmarks/accuracy/${model_base_name}.md >> $GITHUB_STEP_SUMMARY
done
- name: Set artifact timestamp
id: ts
run: |
echo "artifact_ts=$(date -u +%Y%m%dT%H%M%SZ)" >> $GITHUB_OUTPUT
- name: Upload Report
if: ${{ inputs.upload == true }}
uses: actions/upload-artifact@v5
with:
name: "report-${{ env.GHA_VLLM_ASCEND_VERSION }}-${{ steps.report.outputs.markdown_name }}"
path: ./benchmarks/accuracy/${{ steps.report.outputs.markdown_name }}.md
name: report-${{ env.GHA_VLLM_ASCEND_VERSION }}-${{ steps.ts.outputs.artifact_ts }}
path: ./benchmarks/accuracy/
if-no-files-found: warn
retention-days: 90
overwrite: true
overwrite: true

85
.github/workflows/accuracy_test.yaml vendored
View File

@@ -1,85 +0,0 @@
#
# 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.
#
# This test will be triggered:
# - PR labeled with: 'accuracy-test' & 'ready-for-test'
name: ascend test / accuracy
on:
pull_request:
branches:
- 'main'
- '*-dev'
types: [ labeled, synchronize ]
# 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}
# only cancel in-progress runs of the same workflow
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
run:
name: ""
strategy:
matrix:
# Only top series models should be listed in here
include:
- runner: a2-1
model_name: Qwen3-8B
- runner: a2-1
model_name: Qwen2.5-VL-7B-Instruct
# To do: This model has a bug that needs to be fixed and readded
# - runner: a2-1
# model_name: Qwen2-Audio-7B-Instruct
- runner: a2-2
model_name: Qwen3-30B-A3B
- runner: a2-2
model_name: Qwen3-VL-30B-A3B-Instruct
- runner: a2-2
model_name: DeepSeek-V2-Lite
- runner: a2-4
model_name: Qwen3-Next-80B-A3B-Instruct
- runner: a2-1
model_name: Qwen3-8B-W8A8
- runner: a2-1
model_name: Qwen3-VL-8B-Instruct
- runner: a2-1
model_name: Qwen2.5-Omni-7B
- runner: a2-1
model_name: Meta-Llama-3.1-8B-Instruct
- runner: a2-4
model_name: Qwen3-30B-A3B-W8A8
fail-fast: false
# test will be triggered when tag 'accuracy-test' & 'ready-for-test'
if: >-
${{
contains(github.event.pull_request.labels.*.name, 'accuracy-test') &&
contains(github.event.pull_request.labels.*.name, 'ready-for-test')
}}
uses: ./.github/workflows/_accuracy_test.yaml
with:
vllm: v0.11.0
runner: linux-aarch64-${{ matrix.runner }}
image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-910b-ubuntu22.04-py3.11
model_name: ${{ matrix.model_name }}

42
.github/workflows/vllm_ascend_test_nightly_a2.yaml vendored
View File

@@ -27,6 +27,7 @@ on:
pull_request:
branches:
- 'main'
types: [ labeled, synchronize ]
# 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.
@@ -88,3 +89,44 @@ jobs:
config_file_path: ${{ matrix.test_config.config_file_path }}
secrets:
KUBECONFIG_B64: ${{ secrets.KUBECONFIG_A2_B64 }}
single-node-accuracy-tests:
if: >-
${{
github.event_name == 'schedule' ||
github.event_name == 'workflow_dispatch' ||
(
contains(github.event.pull_request.labels.*.name, 'accuracy-test') &&
contains(github.event.pull_request.labels.*.name, 'ready-for-test')
)
}}
strategy:
fail-fast: false
matrix:
test_config:
- os: linux-aarch64-a2-1
model_list:
- Qwen3-8B
- Qwen2.5-VL-7B-Instruct
# TODO: This model has a bug that needs to be fixed and readded
# - Qwen2-Audio-7B-Instruct
- Qwen3-8B-W8A8
- Qwen3-VL-8B-Instruct
- Qwen2.5-Omni-7B
- Meta-Llama-3.1-8B-Instruct
- os: linux-aarch64-a2-2
model_list:
- Qwen3-30B-A3B
- Qwen3-VL-30B-A3B-Instruct
- DeepSeek-V2-Lite
- Qwen3-30B-A3B-W8A8
- os: linux-aarch64-a2-4
model_list:
- Qwen3-Next-80B-A3B-Instruct
uses: ./.github/workflows/_e2e_nightly_single_node_models.yaml
with:
vllm: v0.11.0
runner: ${{ matrix.test_config.os }}
model_list: ${{ toJson(matrix.test_config.model_list) }}
image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.2.rc1-910b-ubuntu22.04-py3.11
upload: false

38
.github/workflows/vllm_ascend_test_models.yaml → .github/workflows/vllm_ascend_test_report.yaml vendored
View File

@@ -20,18 +20,15 @@
# 2. pull_request change the related files
# 3. workflow_dispatch with models input
name: ascend test / models
name: ascend test / accuracy report
on:
schedule:
# Runs every 6 hours
- cron: '0 */6 * * *'
pull_request:
branches:
- 'main'
- '*-dev'
paths:
- '.github/workflows/vllm_ascend_test_models.yaml'
- '.github/workflows/vllm_ascend_test_report.yaml'
- 'tests/e2e/models/test_lm_eval_correctness.py'
workflow_dispatch:
inputs:
@@ -60,27 +57,26 @@ concurrency:
jobs:
run:
strategy:
fail-fast: false
matrix:
include:
- model_name: Qwen3-8B
runner: a2-1
- model_name: Qwen2.5-VL-7B-Instruct
runner: a2-1
- model_name: Qwen2-Audio-7B-Instruct
runner: a2-1
- model_name: Qwen3-30B-A3B
runner: a2-2
- model_name: Qwen3-VL-30B-A3B-Instruct
runner: a2-2
- model_name: DeepSeek-V2-Lite
runner: a2-2
fail-fast: false
uses: ./.github/workflows/_accuracy_test.yaml
- runner: linux-aarch64-a2-1
model_list:
- Qwen3-8B
- Qwen2.5-VL-7B-Instruct
# TODO: This model has a bug that needs to be fixed and readded
# - Qwen2-Audio-7B-Instruct
- runner: linux-aarch64-a2-2
model_list:
- Qwen3-30B-A3B
- Qwen3-VL-30B-A3B-Instruct
- DeepSeek-V2-Lite
uses: ./.github/workflows/_e2e_nightly_single_node_models.yaml
with:
vllm: v0.11.0
runner: linux-aarch64-${{ matrix.runner }}
runner: ${{ matrix.runner }}
image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.3.rc1-910b-ubuntu22.04-py3.11
model_name: ${{ matrix.model_name }}
model_list: ${{ toJson(matrix.model_list) }}
upload: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.vllm-ascend-version == 'latest' }}
create_pr: