CONTAINERS
triton:3.5.0 |
|
|---|---|
| Requires | L4T ['>=35'] |
| Dependencies | build-essential pip_cache:cu126 cuda:12.6 cudnn python numpy cmake onnx pytorch |
| Dockerfile | Dockerfile |
| Notes | The OpenAI triton (https://github.com/triton-lang/triton) wheel that's built is saved in the container under /opt. Based on https://cloud.tencent.com/developer/article/2317398, https://zhuanlan.zhihu.com/p/681714973, https://zhuanlan.zhihu.com/p/673525339 |
triton:3.3.1 |
|
|---|---|
| Requires | L4T ['>=35'] |
| Dependencies | build-essential pip_cache:cu126 cuda:12.6 cudnn python numpy cmake onnx pytorch |
| Dockerfile | Dockerfile |
| Notes | The OpenAI triton (https://github.com/triton-lang/triton) wheel that's built is saved in the container under /opt. Based on https://cloud.tencent.com/developer/article/2317398, https://zhuanlan.zhihu.com/p/681714973, https://zhuanlan.zhihu.com/p/673525339 |
triton:3.3.0 |
|
|---|---|
| Requires | L4T ['>=35'] |
| Dependencies | build-essential pip_cache:cu126 cuda:12.6 cudnn python numpy cmake onnx pytorch |
| Dockerfile | Dockerfile |
| Notes | The OpenAI triton (https://github.com/triton-lang/triton) wheel that's built is saved in the container under /opt. Based on https://cloud.tencent.com/developer/article/2317398, https://zhuanlan.zhihu.com/p/681714973, https://zhuanlan.zhihu.com/p/673525339 |
triton:3.2.0 |
|
|---|---|
| Requires | L4T ['>=35'] |
| Dependencies | build-essential pip_cache:cu126 cuda:12.6 cudnn python numpy cmake onnx pytorch |
| Dockerfile | Dockerfile |
| Notes | The OpenAI triton (https://github.com/triton-lang/triton) wheel that's built is saved in the container under /opt. Based on https://cloud.tencent.com/developer/article/2317398, https://zhuanlan.zhihu.com/p/681714973, https://zhuanlan.zhihu.com/p/673525339 |
triton:3.1.0 |
|
|---|---|
| Requires | L4T ['>=35'] |
| Dependencies | build-essential pip_cache:cu126 cuda:12.6 cudnn python numpy cmake onnx pytorch |
| Dockerfile | Dockerfile |
| Notes | The OpenAI triton (https://github.com/triton-lang/triton) wheel that's built is saved in the container under /opt. Based on https://cloud.tencent.com/developer/article/2317398, https://zhuanlan.zhihu.com/p/681714973, https://zhuanlan.zhihu.com/p/673525339 |
triton:3.0.0 |
|
|---|---|
| Requires | L4T ['>=35'] |
| Dependencies | build-essential pip_cache:cu126 cuda:12.6 cudnn python numpy cmake onnx pytorch |
| Dockerfile | Dockerfile |
| Notes | The OpenAI triton (https://github.com/triton-lang/triton) wheel that's built is saved in the container under /opt. Based on https://cloud.tencent.com/developer/article/2317398, https://zhuanlan.zhihu.com/p/681714973, https://zhuanlan.zhihu.com/p/673525339 |
RUN CONTAINER
To start the container, you can use jetson-containers run and autotag, or manually put together a docker run command:
# automatically pull or build a compatible container image
jetson-containers run $(autotag triton)
# or if using 'docker run' (specify image and mounts/ect)
sudo docker run --runtime nvidia -it --rm --network=host triton:36.4.0
jetson-containers runforwards arguments todocker runwith some defaults added (like--runtime nvidia, mounts a/datacache, and detects devices)
autotagfinds a container image that's compatible with your version of JetPack/L4T - either locally, pulled from a registry, or by building it.
To mount your own directories into the container, use the -v or --volume flags:
jetson-containers run -v /path/on/host:/path/in/container $(autotag triton)To launch the container running a command, as opposed to an interactive shell:
jetson-containers run $(autotag triton) my_app --abc xyzYou can pass any options to it that you would to docker run, and it'll print out the full command that it constructs before executing it.
BUILD CONTAINER
If you use autotag as shown above, it'll ask to build the container for you if needed. To manually build it, first do the system setup, then run:
jetson-containers build tritonThe dependencies from above will be built into the container, and it'll be tested during. Run it with --help for build options.