<!-- Thanks for sending a pull request! BEFORE SUBMITTING, PLEASE READ https://docs.vllm.ai/en/latest/contributing/overview.html --> ### What this PR does / why we need it? <!-- - Please clarify what changes you are proposing. The purpose of this section is to outline the changes and how this PR fixes the issue. If possible, please consider writing useful notes for better and faster reviews in your PR. - Please clarify why the changes are needed. For instance, the use case and bug description. - Fixes # --> Make spec decode support for V1 Engine - Currently, Ascend does not support the triton kernel. PyTorch is used to rewrite the `rejection_sampler.py` triton kernel. However, PyTorch is not as good as Triton. Therefore, ascend c is used to implement the function in the future. - Currently, spec decode supports only the ngram algorithm. The eagle algorithm needs to be further adapted. ### Does this PR introduce _any_ user-facing change? <!-- Note that it means *any* user-facing change including all aspects such as API, interface or other behavior changes. Documentation-only updates are not considered user-facing changes. --> Not change user facing. ### How was this patch tested? <!-- CI passed with new added/existing test. If it was tested in a way different from regular unit tests, please clarify how you tested step by step, ideally copy and paste-able, so that other reviewers can test and check, and descendants can verify in the future. If tests were not added, please describe why they were not added and/or why it was difficult to add. --> test by `tests/singlecard/spec_decode/e2e/test_v1_spec_decode.py` and `tests/sample/test_rejection_sampler.py`, test base function of rejection sampler and e2e function of spec decode. Signed-off-by: ponix-j <657511300@qq.com>
175 lines
6.5 KiB
YAML
175 lines
6.5 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: 'e2e test'
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on:
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schedule:
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- cron: '0 23 * * *'
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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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paths:
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- '*.txt'
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- '**/*.py'
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- '.github/workflows/vllm_ascend_test.yaml'
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- '!docs/**'
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- 'pytest.ini'
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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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concurrency:
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group: pr-${{ github.event.pull_request.number }}
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cancel-in-progress: true
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jobs:
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test:
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strategy:
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max-parallel: 2
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matrix:
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os: [linux-arm64-npu-1, linux-arm64-npu-4]
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vllm_verison: [main, v0.8.5.post1]
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concurrency:
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group: >
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${{
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matrix.os == 'linux-arm64-npu-4'
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&& github.event.pull_request.number
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&& format('pr-{0}-limit-npu-4', github.event.pull_request.number)
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|| format('job-{0}-{1}-{2}', matrix.os, matrix.vllm_verison, github.event.pull_request.number)
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}}
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cancel-in-progress: false
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name: vLLM Ascend test
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runs-on: ${{ matrix.os }}
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container:
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# TODO(yikun): Remove m.daocloud.io prefix when infra proxy ready
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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: ${{ secrets.HF_TOKEN }}
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steps:
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- name: Check npu and CANN info
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run: |
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npu-smi info
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cat /usr/local/Ascend/ascend-toolkit/latest/"$(uname -i)"-linux/ascend_toolkit_install.info
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- name: Config mirrors
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run: |
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sed -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: 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: ${{ matrix.vllm_verison }}
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path: ./vllm-empty
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- name: Install vllm-project/vllm from source
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working-directory: ./vllm-empty
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run: |
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VLLM_TARGET_DEVICE=empty pip install -e .
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- name: Install vllm-project/vllm-ascend
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run: |
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pip install -r requirements-dev.txt
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pip install -v -e .
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- name: Run vllm-project/vllm-ascend test for V1 Engine
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env:
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VLLM_USE_V1: 1
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VLLM_WORKER_MULTIPROC_METHOD: spawn
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run: |
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if [[ "${{ matrix.os }}" == "linux-arm64-npu-1" ]]; then
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pytest -sv tests/singlecard/test_offline_inference.py
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pytest -sv tests/singlecard/test_ilama_lora.py
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pytest -sv tests/ops
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pytest -sv tests/compile
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else
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pytest -sv -k "QwQ" tests/multicard/test_offline_inference_distributed.py
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pytest -sv tests/multicard/test_ilama_lora_tp2.py
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pytest -sv tests/ops
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pytest -sv tests/compile
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fi
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- name: Run vllm-project/vllm-ascend test on V0 engine
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env:
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VLLM_USE_V1: 0
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run: |
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if [[ "${{ matrix.os }}" == "linux-arm64-npu-1" ]]; then
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pytest -sv tests/singlecard/test_ilama_lora.py
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pytest -sv tests/singlecard/test_offline_inference.py
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pytest -sv tests/ops
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else
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pytest -sv tests/multicard/test_ilama_lora_tp2.py
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pytest -sv -k "QwQ" tests/multicard/test_offline_inference_distributed.py
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pytest -sv -k "DeepSeek" tests/multicard/test_offline_inference_distributed.py
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pytest -sv tests/ops
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fi
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# only run test on spec decode when the related code changed
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- name: Check for changes in Speculative Decode
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if: github.event_name != 'schedule'
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id: filter_spec_decode
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uses: dorny/paths-filter@v3
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with:
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filters: |
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speculative_tests_changed:
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- ".github/workflows/vllm_ascend_test.yaml"
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- "tests/singlecard/spec_decode/**"
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- "tests/multicard/spec_decode_e2e/**"
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- "vllm_ascend/worker/worker.py"
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- "vllm_ascend/worker/model_runner.py"
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- "vllm_ascend/worker/multi_step_runner.py"
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- "vllm_ascend/worker/multi_step_worker.py"
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- "vllm_ascend/worker/draft_model_runner.py"
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- "vllm_ascend/patch/worker/patch_common/patch_metrics.py"
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- "vllm_ascend/patch/worker/patch_common/patch_spec_decode_worker.py"
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- "vllm_ascend/patch/worker/patch_common/patch_multi_step_worker.py"
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- name: Run vllm-project/vllm-ascend Speculative Decode test
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if: steps.filter_spec_decode.outputs.speculative_tests_changed == 'true' || github.event_name == 'schedule'
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run: |
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if [[ "${{ matrix.os }}" == "linux-arm64-npu-1" ]]; then
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VLLM_USE_MODELSCOPE=true pytest -sv tests/singlecard/spec_decode/e2e/test_v1_spec_decode.py
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pytest -sv tests/singlecard/spec_decode/e2e/test_mtp_correctness.py # it needs a clean process
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pytest -sv tests/singlecard/spec_decode --ignore=tests/singlecard/spec_decode/e2e/test_mtp_correctness.py --ignore=tests/singlecard/spec_decode/e2e/test_v1_spec_decode.py
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fi
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- name: Run vllm-project/vllm test for V0 Engine
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env:
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VLLM_USE_V1: 0
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PYTORCH_NPU_ALLOC_CONF: max_split_size_mb:256
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run: |
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pytest -sv
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