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https://github.com/mjun0812/dockerfiles
https://github.com/mjun0812/dockerfiles
Last synced: about 2 months ago
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- Host: GitHub
- URL: https://github.com/mjun0812/dockerfiles
- Owner: mjun0812
- Created: 2023-05-03T06:59:34.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-10-26T19:50:19.000Z (3 months ago)
- Last Synced: 2024-10-26T21:51:49.432Z (3 months ago)
- Language: Shell
- Size: 202 KB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Dockerfiles
Docker Imageを作ってGithub Container Registryにひたすらあげるリポジトリ
This repository provides Docker images and publishes them to the GitHub Container Registry.
## CUDA + Python (`cuda_python`)
This Docker image is including CUDA and Python and is available for x86_64 platform.
- devel: created from `nvcr.io/nvidia/cuda:${CUDA_VERSION}-cudnn${CUDNN}-devel-ubuntu${UBUNTU}`
- runtime: created from `nvcr.io/nvidia/cuda:${CUDA_VERSION}-cudnn${CUDNN}-runtime-ubuntu${UBUNTU}`
```bash
docker pull ghcr.io/mjun0812/cuda${cuda_version}-python${python_version}-${flavor}-server:latest
```
- **cuda_version**
- 1241 (12.4.1, Ubuntu22.04)
- 1222 (12.2.2, Ubuntu22.04)
- 1211 (12.1.1, Ubuntu22.04)
- 1180 (11.8.0, Ubuntu22.04)
- 1171 (11.7.1, Ubuntu22.04)
- 1162 (11.6.2, Ubuntu20.04)
- 1131 (11.3.1, Ubuntu20.04)
- **python_version**
- "312" (3.12.4)
- "311" (3.11.9)
- "310" (3.10.14)
- "39" (3.9.19)
- **flavor**
- devel (including all cuda lib (ex. nvcc), but large image.)
- runtime (light volume image, but including only cuda runtime)
### Deprecated
These versions is deprecated, but legacy image can be pulled from ghcr.io.
- Python
- "38" (3.8.19)
### example
```bash
docker pull ghcr.io/mjun0812/cuda1211-python311-runtime-server:latest
```
## PyTorch + ONNX + TensorRT (`torch-onnx-trt`)
Base Image: `nvcr.io/nvidia/tensorrt:23.12-py3`
- Ubuntu 22.04
- CUDA 12.1
- Python 3.10
- PyTorch 2.2.1
- onnx 1.15.0
- onnxruntime 1.17.1
- TensorRT 8.6.3
```bash
docker pull ghcr.io/mjun0812/torch-onnx1150-1171-trt-server:latest
# or
cd torch-onnx-trt
./pull_run.sh
```
## PyTorch + ONNX + TensorRT + OpenVINO (`torch-onnx-trt-vino`)
Base Image: `nvcr.io/nvidia/tensorrt:23.12-py3`
- Ubuntu 22.04
- CUDA 12.1
- Python 3.10
- PyTorch 2.2.1
- onnx 1.15.0
- onnxruntime 1.17.1
- TensorRT 8.6.3
- OpenVINO 2023.3.0
```bash
docker pull ghcr.io/mjun0812/torch-onnx1150-1171-trt-vino-server:latest
# or
cd torch-onnx-trt-vino
./pull_run.sh
```