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RR_WM's Projects

ahahls icon ahahls

An open source high level synthesis (HLS) tool built on top of LLVM

byteps icon byteps

A high performance and generic framework for distributed DNN training

chatgpt-go icon chatgpt-go

NeuralChat is a cutting-edge chatbot project that allows users to chat with the state-of-the-art OpenAI chatbot, GPT-3.5, in a seamless and user-friendly manner.

clockwork icon clockwork

A polyhedral compiler for hardware accelerators

fedml icon fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

googlegpt icon googlegpt

🤖 Bring the magic of ChatGPT to Google Search (powered by GPT-4!)

how_to_optimize_in_gpu icon how_to_optimize_in_gpu

This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several basic kernel optimizations, including: elementwise, reduce, sgemv, sgemm, etc. The performance of these kernels is basically at or near the theoretical limit.

kob icon kob

Springboot Bot Fight Game

myos icon myos

This is an OS based on a book I read

nngen icon nngen

NNgen: A Fully-Customizable Hardware Synthesis Compiler for Deep Neural Network

ray icon ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

tvm icon tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

veriloggen icon veriloggen

Veriloggen: A Mixed-Paradigm Hardware Construction Framework

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