|
|
--- |
|
|
tags: |
|
|
- docker |
|
|
- x86 |
|
|
- a100 |
|
|
- rtx4090 |
|
|
- semamba |
|
|
- cuda |
|
|
- pytorch |
|
|
- mamba |
|
|
license: mit |
|
|
library_name: docker |
|
|
datasets: [] |
|
|
--- |
|
|
|
|
|
# x86 SEMamba Docker Image |
|
|
|
|
|
This Docker image provides a pre-configured development environment for running [SEMamba](https://github.com/RoyChao19477/SEMamba) models on x86 systems such as NVIDIA A100, RTX 4090, and other CUDA-compatible GPUs. It contains Python 3.12 and PyTorch 2.2.2, built on top of Ubuntu 22.04 with CUDA 12.4. |
|
|
|
|
|
--- |
|
|
|
|
|
## Contents |
|
|
|
|
|
- **OS**: Ubuntu 22.04 (x86_64) |
|
|
- **Python**: 3.12 (via Miniconda) |
|
|
- **CUDA**: 12.4 (base image) |
|
|
- **PyTorch**: 2.2.2 |
|
|
- **TorchVision**: 0.17.2 |
|
|
- **TorchAudio**: 2.2.2 |
|
|
- **Mamba-SSM**: 1.2.0 |
|
|
- **Essential packages**: git, vim, screen, htop, tmux, openssh, etc. |
|
|
|
|
|
--- |
|
|
|
|
|
## Usage |
|
|
|
|
|
### Download Docker Image |
|
|
|
|
|
```bash |
|
|
wget https://huggingface.co/datasets/rc19477/x86-semamba-docker/resolve/main/x86_semamba_py312_pt222_cuda124.tar |
|
|
``` |
|
|
|
|
|
### Load Docker Image |
|
|
|
|
|
```bash |
|
|
docker load < x86_semamba_py312_pt222_cuda124.tar |
|
|
``` |
|
|
|
|
|
### Run Container |
|
|
|
|
|
```bash |
|
|
docker run --gpus all -it -v $(pwd):/workspace x86_semamba_py312_pt222_cuda124 |
|
|
``` |
|
|
|
|
|
This will mount your current directory into `/workspace` inside the container. |
|
|
|
|
|
--- |
|
|
|
|
|
## Purpose |
|
|
|
|
|
- Simplifies setup for SEMamba on x86 GPU systems |
|
|
- Provides reproducible environment with version-pinned core libraries |
|
|
|
|
|
--- |
|
|
|
|
|
## License & Attribution |
|
|
|
|
|
- This Docker image is shared for **non-commercial research purposes**. |
|
|
- All included libraries retain their original licenses. |
|
|
- Based on [PyTorch](https://pytorch.org/), [Miniconda](https://docs.conda.io/en/latest/miniconda.html), and [Mamba](https://github.com/state-spaces/mamba). |
|
|
|
|
|
--- |
|
|
|
|
|
## Maintainer |
|
|
|
|
|
For questions or issues, feel free to open a discussion or connect via GitHub. |
|
|
|
|
|
|
