Overview
- Full name
docker.io/wallies/python-cuda- Registry
- docker.io
- Namespace
- wallies
- Repository
- python-cuda
- Cached tags
- 8
- Last synced
- 07/13/2026, 02:18 PM
Introduction
Python CUDA 基础镜像（wallies），NVIDIA GPU Python 深度学习环境，PyTorch/TensorFlow 容器化构建基础层。
Details
wallies/python-cuda 提供预装 NVIDIA CUDA 与 Python 的深度学习基础镜像，适合 PyTorch/TensorFlow 应用构建。定位为 GPU Python 基础镜像，非独立业务服务；ML 训练/推理 Dockerfile FROM、GPU CI 构建环境或 CUDA Python 标准化基础层。
快速启动
docker run --rm --gpus all wallies/python-cuda:latest python -c "import torch; print(torch.cuda.is_available())"
推荐实践
# Dockerfile
FROM docker.io/wallies/python-cuda:12.4-cudnn9-runtime
COPY requirements.txt .
RUN pip install -r requirements.txt
COPY app /app
CMD ["python", "/app/main.py"]
核心参数说明
--gpus all— 需 NVIDIA GPU- 用途 — 基础镜像/ML 构建
- 版本 — 固定 CUDA/cuDNN tag
- 部署 — 作为 ML 应用 Dockerfile FROM
Latest tags (20)
View all 8 tags →| Tag | Arch | Pushed At | Size | Digest | Sync | Wish | Action |
|---|---|---|---|---|---|---|---|
docker.io/wallies/python-cuda :3.9-cuda11.7-runtime | linux/amd64 | 2025/12/27 12:30 | 1.3 GB | sha256:c3c5fa581324… | |||
docker.io/wallies/python-cuda :3.12-cuda12.2-runtime | linux/amd64 | 2025/12/27 12:24 | 1.4 GB | sha256:79c7519ececf… | |||
docker.io/wallies/python-cuda :3.11-cuda12.2-runtime | linux/amd64 | 2025/12/27 12:10 | 1.4 GB | sha256:cde8f63da57e… | |||
docker.io/wallies/python-cuda :3.11-cuda11.8-runtime | linux/amd64 | 2025/12/27 12:00 | 1.4 GB | sha256:6f4590655ded… | |||
docker.io/wallies/python-cuda :3.11-cuda11.7-runtime | linux/amd64 | 2025/12/27 11:51 | 1.3 GB | sha256:474925133a58… | |||
docker.io/wallies/python-cuda :3.10-cuda11.7-runtime | linux/amd64 | 2025/12/27 11:37 | 1.3 GB | sha256:bdb3cabdce92… | |||
docker.io/wallies/python-cuda :3.10-cuda11.6-runtime | linux/amd64 | 2022/06/13 09:58 | 1.3 GB | sha256:213346d27038… | |||
docker.io/wallies/python-cuda :3.9-cuda11.6-runtime | linux/amd64 | 2022/05/30 09:31 | 1.3 GB | sha256:761fb218a7c9… |