feat: add Enflame setup guide and Dockerfile for GCU support

This commit is contained in:
myhloli
2026-01-20 18:55:29 +08:00
parent 21c9267a93
commit 940289d083
2 changed files with 142 additions and 0 deletions

View File

@@ -0,0 +1,27 @@
# Base image containing the vLLM inference environment, requiring amd64(x86-64) CPU + Enflame GCU.
FROM
# Install libgl for opencv support & Noto fonts for Chinese characters
RUN apt-get update && \
apt-get install -y \
fonts-noto-core \
fonts-noto-cjk \
fontconfig && \
fc-cache -fv && \
apt-get clean && \
rm -rf /var/lib/apt/lists/*
# Install mineru latest
RUN python3 -m pip install -U pip -i https://mirrors.aliyun.com/pypi/simple && \
python3 -m pip install "mineru[core]>=2.7.2" \
numpy==1.26.4 \
opencv-python==4.11.0.86 \
-i https://mirrors.aliyun.com/pypi/simple && \
python3 -m pip cache purge
# Download models and update the configuration file
RUN /bin/bash -c "mineru-models-download -s modelscope -m all"
# Set the entry point to activate the virtual environment and run the command line tool
ENTRYPOINT ["/bin/bash", "-c", "export MINERU_MODEL_SOURCE=local && exec \"$@\"", "--"]

View File

@@ -0,0 +1,115 @@
## 1. 测试平台
以下为本指南测试使用的平台信息,供参考:
```
os: Ubuntu 22.04.4 LTS
cpu: Intel x86-64
gcu: Enflame S60
driver: 1.7.0.9
docker: 28.0.1
```
## 2. 环境准备
### 2.1 使用 Dockerfile 构建镜像
```bash
wget https://gcore.jsdelivr.net/gh/opendatalab/MinerU@master/docker/china/gcu.Dockerfile
docker build --network=host -t mineru:gcu-vllm-latest -f gcu.Dockerfile .
```
## 3. 启动 Docker 容器
```bash
docker run -u root --name mineru_docker \
--network=host \
--ipc=host \
--shm-size=16G \
--device=/dev/kfd \
--device=/dev/mkfd \
--device=/dev/dri \
-v /opt/hyhal:/opt/hyhal \
--group-add video \
--cap-add=SYS_PTRACE \
--security-opt seccomp=unconfined \
-e MINERU_MODEL_SOURCE=local \
-it mineru:dcu-vllm-latest \
/bin/bash
```
执行该命令后您将进入到Docker容器的交互式终端您可以直接在容器内运行MinerU相关命令来使用MinerU的功能。
您也可以直接通过替换`/bin/bash`为服务启动命令来启动MinerU服务详细说明请参考[通过命令启动服务](https://opendatalab.github.io/MinerU/zh/usage/quick_usage/#apiwebuihttp-clientserver)。
## 4. 注意事项
不同环境下MinerU对Enflame加速卡的支持情况如下表所示
<table border="1">
<thead>
<tr>
<th rowspan="2" colspan="2">使用场景</th>
<th colspan="2">容器环境</th>
</tr>
<tr>
<th>vllm</th>
</tr>
</thead>
<tbody>
<tr>
<td rowspan="3">命令行工具(mineru)</td>
<td>pipeline</td>
<td>🟢</td>
</tr>
<tr>
<td>&lt;vlm/hybrid&gt;-auto-engine</td>
<td>🟢</td>
</tr>
<tr>
<td>&lt;vlm/hybrid&gt;-http-client</td>
<td>🟢</td>
</tr>
<tr>
<td rowspan="3">fastapi服务(mineru-api)</td>
<td>pipeline</td>
<td>🟢</td>
</tr>
<tr>
<td>&lt;vlm/hybrid&gt;-auto-engine</td>
<td>🟢</td>
</tr>
<tr>
<td>&lt;vlm/hybrid&gt;-http-client</td>
<td>🟢</td>
</tr>
<tr>
<td rowspan="3">gradio界面(mineru-gradio)</td>
<td>pipeline</td>
<td>🟢</td>
</tr>
<tr>
<td>&lt;vlm/hybrid&gt;-auto-engine</td>
<td>🟢</td>
</tr>
<tr>
<td>&lt;vlm/hybrid&gt;-http-client</td>
<td>🟢</td>
</tr>
<tr>
<td colspan="2">openai-server服务mineru-openai-server</td>
<td>🟢</td>
</tr>
<tr>
<td colspan="2">数据并行 (--data-parallel-size)</td>
<td>🔴</td>
</tr>
</tbody>
</table>
注:
🟢: 支持运行较稳定精度与Nvidia GPU基本一致
🟡: 支持但较不稳定,在某些场景下可能出现异常,或精度存在一定差异
🔴: 不支持,无法运行,或精度存在较大差异
>[!TIP]
>GCU加速卡指定可用加速卡的方式与AMD GPU类似请参考[GPU isolation techniques](https://rocm.docs.amd.com/en/docs-6.2.4/conceptual/gpu-isolation.html)