This note describes installing and configuring JupyterHub and JupyterLab on a “bare-metal” server.
Note: Auto-Install Ubuntu with Custom Preseed ISO
This note describes creating an ISO image for a fully automatic, customized Ubuntu 18.04 server install.
Note: Setup Git for PowerShell on Windows 10
How to setup PowerShell nicely for using git with command completion and color highlighted shell prompt git status/action notifications.
Workstation Setup for Docker with the New NVIDIA Container Toolkit (nvidia-docker2 is deprecated)
It’s time for a “Docker with NVIDIA GPU support” update. This post will guide you through a useful Workstation setup (including User-name-spaces and performance tuning) with the new versions of Docker and the NVIDIA GPU container toolkit.
NVIDIA Docker2 with OpenGL and X Display Output
Docker is a great Workstation tool. It is mostly used for command-line application or servers but, … What if you want to run an application in a container, AND, use an X Window GUI with it? What if you are doing development work with CUDA and are including OpenGL graphic visualization along with it? You CAN do that!
Install TensorFlow 2 beta1 (GPU) on Windows 10 and Linux with Anaconda Python (no CUDA install needed)
TensorFlow 2.0.0-beta1 is available now and ready for testing. What if you want to try it but don’t want to mess with doing an NVIDIA CUDA install on your system. The official TensorFlow install documentations has you do that, but it’s really not necessary.
How To Run Remote Jupyter Notebooks with SSH on Windows 10
Being able to run Jupyter Notebooks on remote systems adds tremendously to the versatility of your workflow. In this post I will show a simple way to do this by taking advantage of some nifty features of secure shell (ssh). What I’ll do is mostly OS independent but I am putting an emphasis on Windows 10 since many people are not familiar with tools like ssh on that OS.
How To Use SSH Client and Server on Windows 10
This post is a setup guide and introduction to ssh client and server on Windows 10. Microsoft has a native OpenSSH client AND server on Windows. They are standard (and in stable versions) on Windows 10 since the 1809 “October Update”. This guide should helpful to both Windows and Linux users who want better interoperability.
How To Install Docker and NVIDIA-Docker on Ubuntu 19.04
Being able to get Docker and the NVIDIA-Docker runtime working on Ubuntu 19.04 makes this new and (currently) mostly unsupported Linux distribution a lot more useful. In this post I’ll go through the steps that I used to get everything working nicely.
How to Install TensorFlow with GPU Support on Windows 10 (Without Installing CUDA) UPDATED!
This post is the needed update to a post I wrote nearly a year ago (June 2018) with essentially the same title. This time I have presented more details in an effort to prevent many of the “gotchas” that some people had with the old guide. This is a detailed guide for getting the latest TensorFlow working with GPU acceleration without needing to do a CUDA install.