torchrun for Distributed Training
Launch PyTorch distributed training with torchrun on one or multiple nodes, including process setup, launch commands, and debugging checks.
Use Singularity containers on an HPC cluster and submit jobs with HTCondor or Slurm, with examples for moving from Docker environments.
Set up a Nebula overlay network with a public lighthouse server, then use Syncthing to synchronize files between a Linux PC and an Android phone.
Configure a Linux transparent proxy with V2Ray or Clash, including DNS resolution, iptables rules, and routing for connected devices.
A step-by-step introduction to PyTorch DistributedDataParallel, covering multi-GPU training and the differences from DataParallel.
Docker tutorial: setting up containers for machine learning environments, images, Dockerfiles, and common commands
Build a web file server on a Debian VPS using Nginx and h5ai, with Aria2 and AriaNG for managing downloads.
Use FRP and a server with a public IP address to reach a computer or web service behind a private network.
A reference for Linux terminal shortcuts and shell commands, including directory navigation and running multiple commands.
Reinforcement Learning Course Notes-David Silver
set up machine learning development environment, ssh, pytorch, conda
Troubleshoot the HP LaserJet 1020 proprietary-plugin error on Linux and configure the printer with HPLIP.
Access a Windows-only SSL VPN from Linux using a QEMU virtual machine and network bridging, with notes on Huawei and Sangfor clients.
Host a Jekyll website on a VPS with Git deployment, Nginx, HTTPS certificates from Certbot, and Netdata monitoring.
Notes on setting up a personal proxy server on a Google Cloud VPS with ShadowsocksR and V2Ray, including server and client configuration.
Transfer files over a local network between Linux and Windows computers, with command-line examples and file-sharing options.
Create persistent names for Linux serial devices with udev rules, using device attributes to identify USB-to-serial adapters.
Set up OpenSSH on Linux for remote access, graphical application forwarding, and file transfer.
A collection of tutorials on Linux, Bash, regular expressions, problem solving, and graphic design.
A variety of common markup showing how the theme styles them.
A Git command reference covering configuration, SSH keys, branches, remote repositories, and common version-control tasks.
torchrun for Distributed Training
Launch PyTorch distributed training with torchrun on one or multiple nodes, including process setup, launch commands, and debugging checks.
Use Singularity containers on an HPC cluster and submit jobs with HTCondor or Slurm, with examples for moving from Docker environments.
Set up a Nebula overlay network with a public lighthouse server, then use Syncthing to synchronize files between a Linux PC and an Android phone.
Configure a Linux transparent proxy with V2Ray or Clash, including DNS resolution, iptables rules, and routing for connected devices.
Build a web file server on a Debian VPS using Nginx and h5ai, with Aria2 and AriaNG for managing downloads.
Use FRP and a server with a public IP address to reach a computer or web service behind a private network.
Reinforcement Learning Course Notes-David Silver
set up machine learning development environment, ssh, pytorch, conda
Notes on setting up a personal proxy server on a Google Cloud VPS with ShadowsocksR and V2Ray, including server and client configuration.
Transfer files over a local network between Linux and Windows computers, with command-line examples and file-sharing options.
Create persistent names for Linux serial devices with udev rules, using device attributes to identify USB-to-serial adapters.
Set up OpenSSH on Linux for remote access, graphical application forwarding, and file transfer.
A variety of common markup showing how the theme styles them.
How I built my personal website using Jekyll and GitHub Pages
Study notes on Sergey Levine’s deep reinforcement learning lectures, including model-based methods and meta-learning, with a downloadable PDF.
Reinforcement Learning Course Notes-David Silver
Calculate convolutional neural network output dimensions and understand how kernel size, channels, stride, and padding affect each layer.
Reinforcement learning study notes covering Markov decision processes, tabular methods, deep Q-learning, and policy gradients, with a PDF version.
A Git command reference covering configuration, SSH keys, branches, remote repositories, and common version-control tasks.
A variety of common markup showing how the theme styles them.
A variety of common markup showing how the theme styles them.
A variety of common markup showing how the theme styles them.
Notes for beginning researchers on reading papers, understanding methods, improving academic writing, and developing independent judgment.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.
Why I built Mindwtr, a free, open-source GTD app for desktop and mobile, and its progress on offline task management, reviews, and wearable capture.