[Perf] Add new npu_fused_infer_attention_score op to improve perfomance in splitfuse cases and resolve long-seq mask problems #1281
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| # | |
| # Copyright (c) 2025 Huawei Technologies Co., Ltd. All Rights Reserved. | |
| # This file is a part of the vllm-ascend project. | |
| # | |
| # 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. | |
| # | |
| name: 'e2e test / pd-disaggregation' | |
| on: | |
| schedule: | |
| # Runs at 23:00 UTC (7:00 AM Beijing) every day | |
| - cron: '0 23 * * *' | |
| pull_request: | |
| types: [ labeled ] | |
| # 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 1 job can runs on static-8-01-cards | |
| concurrency: | |
| group: static-8-01-cards | |
| cancel-in-progress: false | |
| jobs: | |
| prefilling-decoding-disaggregation: | |
| # pd-test will be triggered when tag 'pd-test' & 'ready-for-test' or schedule job | |
| if: ${{ contains(github.event.pull_request.labels.*.name, 'pd-test') && contains(github.event.pull_request.labels.*.name, 'ready-for-test') || github.event_name == 'schedule' }} | |
| strategy: | |
| matrix: | |
| vllm_verison: [ | |
| main, | |
| v0.9.1 | |
| ] | |
| name: vLLM Ascend prefilling decoding disaggregation test | |
| runs-on: linux-arm64-npu-static-8 | |
| container: | |
| image: swr.cn-southwest-2.myhuaweicloud.com/base_image/ascend-ci/cann:8.2.rc1-910b-ubuntu22.04-py3.11 | |
| volumes: | |
| - /usr/local/dcmi:/usr/local/dcmi | |
| - /usr/local/bin/npu-smi:/usr/local/bin/npu-smi | |
| - /usr/local/Ascend/driver/:/usr/local/Ascend/driver/ | |
| # Use self-host cache speed up pip and model download | |
| - /home/action/.cache:/github/home/.cache/ | |
| options: >- | |
| --device /dev/davinci0 | |
| --device /dev/davinci1 | |
| --device /dev/davinci_manager | |
| --device /dev/devmm_svm | |
| --device /dev/hisi_hdc | |
| env: | |
| VLLM_USE_MODELSCOPE: True | |
| steps: | |
| - name: Check npu and CANN info | |
| run: | | |
| npu-smi info | |
| cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info | |
| - name: Config mirrors | |
| run: | | |
| # keep using tuna's proxy since linux-arm64-npu-static-8 is in another region | |
| 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_verison }} | |
| 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 | |
| env: | |
| PIP_EXTRA_INDEX_URL: https://mirrors.huaweicloud.com/ascend/repos/pypi | |
| run: | | |
| pip install -r requirements-dev.txt | |
| pip install -v -e . | |
| - name: Run vllm-project/vllm-ascend PD Disaggregation edge test | |
| run: | | |
| git config --global --add safe.directory/__w/vllm-ascend/vllm-ascend | |
| bash tests/e2e/pd_disaggreate/run_edge_case_test.sh |