Sam Foreman's Projects
Hamiltonian Monte Carlo for Lattice QCD
Accompanying slides for presentation on HyperParameter Management at SDL Workshop 2022
Reference implementations of MLPerf™ HPC training benchmarks
WebSocket support for HTTPX
Submission for SimDL Workshop @ ICLR 2021 on L2HMC for QCD
Monte Carlo simulation of 2D Ising Model in C++
Modified TensorFlow implementation for training MCMC samplers on Lattice Gauge Theory models from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network
Slides for contribution to BNL & RBRC Joint Workshop "DWQ@25"
Application of the L2HMC algorithm to simulations in lattice QCD.
Writeup of `l2hmc-qcd` for the Lattice 2021 Proceedings
Slides on L2HMC work
Talk on l2hmc-qcd at ECT 2021
TODO items for l2hmc-qcd code
Playing with Large Vision Models and ViTs
Make your own quadrille, graph, hex, etc paper! Uses the pgf/TikZ package for LaTeX, which should be part of any modern TeX installation.
Slides for Lattice 2023
Proceedings for Lattice 23
Monte Carlo simulation of Z(N) models in lattice gauge theory.
A native Julia code for lattice QCD with dynamical fermions in 4 dimension.
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
LLMs
LLMs at ALCF
Simple tutorial on creating Small(-ish) LLMs
Simple tutorial on creating Small(-ish) LLMs (pt. 2 🎉!!)
❤️A clean, elegant but advanced blog theme for Hugo 一个简洁、优雅且高效的 Hugo 主题
Slides for talk @ PASC 23
Starter template for https://git.io/lush.nvim