ascend test / accuracy #7
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| # | |
| # 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: Accuracy Tests | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| vllm-version: | |
| description: 'what vllm version to accuracy test?' | |
| required: true | |
| type: string | |
| vllm-ascend-version: | |
| description: 'what vllm-ascend version to accuracy test?' | |
| required: true | |
| type: string | |
| models: | |
| description: 'choose model(all/Qwen2.5-7B-Instruct/Llama-3.1-8B-Instruct/Qwen2.5-VL-7B-Instruct/Qwen3-8B)' | |
| required: true | |
| type: choice | |
| options: | |
| - all | |
| - Qwen/Qwen2.5-7B-Instruct | |
| - meta-llama/Llama-3.1-8B-Instruct | |
| - Qwen/Qwen2.5-VL-7B-Instruct | |
| - Qwen/Qwen3-8B | |
| default: 'all' | |
| # 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: | |
| model_tests: | |
| name: Model Test - ${{ matrix.model_name }} | |
| runs-on: 'linux-arm64-npu-2' | |
| strategy: | |
| matrix: | |
| include: ${{ fromJSON( | |
| (github.event.inputs.models == 'all' && '[{"model_name":"Qwen/Qwen2.5-7B-Instruct","output_file":"Qwen2.5-7B-Instruct"},{"model_name":"meta-llama/Llama-3.1-8B-Instruct","output_file":"Llama-3.1-8B-Instruct"},{"model_name":"Qwen/Qwen2.5-VL-7B-Instruct","output_file":"Qwen2.5-VL-7B-Instruct"}, {"model_name":"Qwen/Qwen3-8B","output_file":"Qwen3-8B"}]') || | |
| (github.event.inputs.models == 'Qwen/Qwen2.5-7B-Instruct' && '[{"model_name":"Qwen/Qwen2.5-7B-Instruct","output_file":"Qwen2.5-7B-Instruct"}]') || | |
| (github.event.inputs.models == 'meta-llama/Llama-3.1-8B-Instruct' && '[{"model_name":"meta-llama/Llama-3.1-8B-Instruct","output_file":"Llama-3.1-8B-Instruct"}]') || | |
| (github.event.inputs.models == 'Qwen/Qwen2.5-VL-7B-Instruct' && '[{"model_name":"Qwen/Qwen2.5-VL-7B-Instruct","output_file":"Qwen2.5-VL-7B-Instruct"}]') || | |
| (github.event.inputs.models == 'Qwen/Qwen3-8B' && '[{"model_name":"Qwen/Qwen3-8B","output_file":"Qwen3-8B"}]') | |
| ) }} | |
| fail-fast: false | |
| container: | |
| image: quay.io/ascend/cann:8.0.0-910b-ubuntu22.04-py3.10 | |
| env: | |
| HF_ENDPOINT: https://hf-mirror.com | |
| HF_TOKEN: ${{ secrets.HF_TOKEN }} | |
| DATASET_SOURCE: ModelScope | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v4 | |
| - name: Check npu and CANN info | |
| run: | | |
| npu-smi info | |
| cat /usr/local/Ascend/ascend-toolkit/latest/"$(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: Install system dependencies | |
| run: | | |
| apt-get -y install `cat packages.txt` | |
| apt-get -y install gcc g++ cmake libnuma-dev | |
| - 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 | |
| path: ./vllm-empty | |
| ref: ${{ github.event.inputs.vllm-version }} | |
| - name: Install vllm-project/vllm from source | |
| working-directory: ./vllm-empty | |
| run: VLLM_TARGET_DEVICE=empty pip install -e . | |
| - name: Checkout vllm-project/vllm-ascend repo | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: vllm-project/vllm-ascend | |
| path: ./vllm-ascend | |
| ref: ${{ github.event.inputs.vllm-ascend-version }} | |
| fetch-depth: 0 | |
| - name: Install pta | |
| run: | | |
| if [ ! -d /root/.cache/pta ]; then | |
| mkdir -p /root/.cache/pta | |
| fi | |
| if [ ! -f /root/.cache/pta/torch_npu-2.5.1.dev20250320-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl ]; then | |
| cd /root/.cache/pta | |
| rm -rf pytorch_v2.5.1_py310* | |
| wget https://pytorch-package.obs.cn-north-4.myhuaweicloud.com/pta/Daily/v2.5.1/20250320.3/pytorch_v2.5.1_py310.tar.gz | |
| tar -zxvf pytorch_v2.5.1_py310.tar.gz | |
| fi | |
| pip install /root/.cache/pta/torch_npu-2.5.1.dev20250320-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl | |
| - name: Install vllm-project/vllm-ascend | |
| working-directory: ./vllm-ascend | |
| run: | | |
| pip install -r requirements-dev.txt | |
| pip install -e . | |
| - name: Checkout EleutherAI/lm-evaluation-harness repo | |
| uses: actions/checkout@v4 | |
| with: | |
| repository: EleutherAI/lm-evaluation-harness | |
| path: ./lm-eval | |
| fetch-depth: 0 | |
| - name: Install EleutherAI/lm-evaluation-harness | |
| working-directory: ./lm-eval | |
| run: | | |
| pip install -e . | |
| pip install ray datasets==2.16.0 transformers==4.50.3 huggingface-hub==0.29.3 | |
| - name: Collect version info | |
| run: | | |
| for dir in /usr/local/Ascend/ascend-toolkit/*; do | |
| dname=$(basename "$dir") | |
| if [ "$dname" != "latest" ]; then | |
| TOOLKIT_DIR="$dname" | |
| break | |
| fi | |
| done | |
| INFO_FILE="/usr/local/Ascend/ascend-toolkit/${TOOLKIT_DIR}/$(uname -i)-linux/ascend_toolkit_install.info" | |
| CANN_VERSION=$(grep "version=" "$INFO_FILE" \ | |
| | head -n1 \ | |
| | cut -d'=' -f2 \ | |
| | tr -d '"') | |
| { | |
| echo "CANN_VERSION=$CANN_VERSION" | |
| pip show torch | grep "Version:" | awk '{print "TORCH_VERSION="$2}' | |
| pip show torch_npu | grep "Version:" | awk '{print "TORCH_NPU_VERSION="$2}' | |
| pip show vllm | grep "Version:" | awk '{print "VLLM_VERSION="$2}' | sed 's/+.*//' | |
| } >> "$GITHUB_ENV" | |
| - name: Print versions | |
| run: | | |
| echo "CANN: ${{ env.CANN_VERSION }}" | |
| echo "Torch NPU: ${{ env.TORCH_NPU_VERSION }}" | |
| echo "Torch: ${{ env.TORCH_VERSION }}" | |
| echo "vLLM: ${{ env.VLLM_VERSION }}" | |
| - name: Run Accuracy Test for V0 | |
| working-directory: ./benchmarks | |
| env: | |
| VLLM_USE_V1: 0 | |
| PYTORCH_NPU_ALLOC_CONF: max_split_size_mb:256 | |
| run: | | |
| mkdir -p ./accuracy/V0 | |
| python ./scripts/run_accuracy.py \ | |
| --model "${{ matrix.model_name }}" \ | |
| --output "./accuracy/V0/${{ matrix.output_file }}.md" \ | |
| --vllm_ascend_version "${{ github.event.inputs.vllm-ascend-version }}" \ | |
| --cann_version "${{ env.CANN_VERSION }}" \ | |
| --torch_npu_version "${{ env.TORCH_NPU_VERSION }}" \ | |
| --torch_version "${{ env.TORCH_VERSION }}" \ | |
| --vllm_version "${{ env.VLLM_VERSION }}" | |
| - name: Upload Report for V0 | |
| uses: actions/upload-artifact@v4 | |
| with: | |
| name: "${{ github.event.inputs.vllm-ascend-version }}-${{ matrix.output_file }}-V0-report" | |
| path: ./benchmarks/accuracy/V0/${{ matrix.output_file }}.md | |
| if-no-files-found: warn | |
| retention-days: 90 | |
| overwrite: true |