Project status updates
I have frozen development on my other Jetson project,
https://github.com/edgyR/edgyR-containers. There was simply not a high enough
payoff / effort ratio to continue tracking RStudio Server open source updates.
That freed up time for me to work on this project, which uses R from
conda-forge and uses JupyterLab as a web interface. JupyterLab is nowhere near
as useful for R development as RStudio Server, but it does work and is the
default interface for the NVIDIA L4T machine learning
container.
I am participating in the Neural Audio Synthesis Hackathon. While I probably won’t be using a Jetson for that work, I am setting up to port any applicable code to the Jetsons after the hackathon is over.
I have already ported one package (my fork is here). For that port, I developed the capability to build Jetson PyTorch wheels using a Docker builder image. That image is part of this project and will be documented in the 1.0.0 release after a bit of refactoring. It takes about four hours to build a PyTorch wheel on my Jetson AGX-Xavier so I probably won’t be taking requests for builds.
As noted above, there is now a PyTorch custom wheel builder for Jetsons. For dependency reasons, I needed a newer Python than 3.6 for the Neural Waveshaping Synthesis port and built a custom wheel for PyTorch 1.7.1 on Python 3.9. For my own convenience the image is pushed to Docker Hub and the wheel is also stored as a Git LFS object, but I don’t know if that will always be the case; it depends on what if any plans the upstream project has for Jetson support.
The main image now contains:
Text and figures are licensed under Creative Commons Attribution CC BY-SA 4.0. The figures that have been reused from other sources don't fall under this license and can be recognized by a note in their caption: "Figure from ...".
For attribution, please cite this work as
Borasky (2021, Dec. 17). AlgoCompSynth by znmeb: AlgoCompSynth-One Release 1.0.0 Coming Soon. Retrieved from https://www.algocompsynth.com/posts/2021-12-17-release-1.0.0-coming-soon/
BibTeX citation
@misc{borasky2021algocompsynth-one,
author = {Borasky, M. Edward (Ed)},
title = {AlgoCompSynth by znmeb: AlgoCompSynth-One Release 1.0.0 Coming Soon},
url = {https://www.algocompsynth.com/posts/2021-12-17-release-1.0.0-coming-soon/},
year = {2021}
}