Overview
- Full name
docker.io/kubeflownotebookswg/jupyter-pytorch-full- Registry
- docker.io
- Namespace
- kubeflownotebookswg
- Repository
- jupyter-pytorch-full
- Cached tags
- 71
- Last synced
- 07/06/2026, 05:00 AM
Introduction
Kubeflow Jupyter PyTorch 全栈 Notebook 镜像，预装 PyTorch/CUDA 与数据科学库，供 Kubeflow Notebook 交互式 GPU 训练。
Details
kubeflownotebookswg/jupyter-pytorch-full 运行 JupyterLab 与 PyTorch GPU 栈，挂载 workspace volume 交互式训练。定位为 GPU Notebook 交互环境，需 NVIDIA device plugin 与 Kubeflow Notebook CR；非无头 API 服务，docker 本地需 --gpus all。
快速启动
docker run -d --name jupyter-pt \
--gpus all \
-p 8888:8888 \
-v $(pwd)/notebooks:/home/jovyan/work \
docker.io/kubeflownotebookswg/jupyter-pytorch-full:latest
推荐实践
kubectl apply -f notebook-pytorch.yaml
# Notebook CR 引用此镜像，resource limit 含 nvidia.com/gpu
核心参数说明
--gpus all— NVIDIA GPU 挂载-p 8888:8888— JupyterLab Web 端口-v .../notebooks:...— 工作区持久化- 定位 — Kubeflow Notebook GPU 交互环境