hwpeng

UWThesis

Class file for University of Washington thesis formatting with LaTeX.

DAC2022

Cost Model

ramulator2

Ramulator 2.0 is a modern, modular, extensible, and fast cycle-accurate DRAM simulator. It provides support for agile implementation and evaluation of new memory system designs (e.g., new DRAM standards, emerging RowHammer mitigation techniques). Described in our paper https://people.inf.ethz.ch/omutlu/pub/Ramulator2_arxiv23.pdf

Surelog

SystemVerilog 2017 Pre-processor, Parser, Elaborator, UHDM Compiler. Provides IEEE Design/TB C/C++ VPI and Python AST & UHDM APIs. Compiles on Linux gcc, Windows msys2-gcc & msvc, OsX

llm-analysis

Latency and Memory Analysis of Transformer Models for Training and Inference

trax

Trax — Deep Learning with Clear Code and Speed

haoel.github.io

parallelformers

Parallelformers: An Efficient Model Parallelization Toolkit for Deployment

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

slidev

Presentation Slides for Developers

circuit_training

hedgehog-lab

Run, compile and execute JavaScript for Scientific Computing and Data Visualization TOTALLY TOTALLY TOTALLY in your BROWSER! An open source scientific computing environment for JavaScript TOTALLY in your browser, matrix operations with GPU acceleration, TeX support, data visualization and symbolic computation.

Uni-Fold

running_page

Make your own running home page

tutel

Tutel MoE: An Optimized Mixture-of-Experts Implementation

KataGo

GTP engine and self-play learning in Go

bolt

10x faster matrix and vector operations

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

muzero-general

MuZero

mp-chemts

WU-UCT

A novel parallel UCT algorithm with linear speedup and negligible performance loss.

awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

alphafold

Open source code for AlphaFold.

rlpyt

Reinforcement Learning in PyTorch

snntorch

Deep and online learning with spiking neural networks in Python

PyProf

A GPU performance profiling tool for PyTorch models

distributedRL

A framework for easy prototyping of distributed reinforcement learning algorithms

Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Ryujinx

Experimental Nintendo Switch Emulator written in C#

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.