Repositories list

• cutlass_fpA_intB_gemm

  Public
  C++

  •

  Apache License 2.0

  •2•0•0•0•Updated May 22, 2023May 22, 2023

• liburing

  Public
  C

  •

  MIT License

  •402•0•0•0•Updated May 12, 2023May 12, 2023

• attention-is-all-you-need-pytorch

  Public
  A PyTorch implementation of the Transformer model in "Attention is All You Need".

  Python

  •

  MIT License

  •2k•0•0•0•Updated Apr 28, 2023Apr 28, 2023

• Whisper

  Public
  High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

  C++

  •

  Mozilla Public License 2.0

  •721•0•0•0•Updated Mar 20, 2023Mar 20, 2023

• applegpu

  Public
  Apple G13 GPU architecture docs and tools

  HTML

  •

  BSD 3-Clause "New" or "Revised" License

  •40•1•0•0•Updated Nov 24, 2022Nov 24, 2022

• relax

  Public
  Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.

  Python

  •

  Apache License 2.0

  •58•0•0•0•Updated May 1, 2022May 1, 2022

• pp4fpgas

  Public
  Parallel Programming for FPGAs -- An open-source high-level synthesis book

  TeX

  •

  Creative Commons Attribution 4.0 International

  •148•0•0•0•Updated Apr 22, 2022Apr 22, 2022

• adaptdl

  Public
  Resource-adaptive cluster scheduler for deep learning training.

  Python

  •

  Apache License 2.0

  •76•0•0•0•Updated Apr 19, 2022Apr 19, 2022

• DeepPool

  Public
  Python

  •

  MIT License

  •3•0•0•0•Updated Mar 31, 2022Mar 31, 2022

• vicuna

  Public
  RISC-V Zve32x Vector Coprocessor

  Assembly

  •

  Other

  •45•0•0•0•Updated Mar 18, 2022Mar 18, 2022

• TLCBench

  Public
  Benchmark scripts for TVM

  Python

  •29•0•0•0•Updated Mar 15, 2022Mar 15, 2022

• mle-logging

  Public
  A Lightweight ML Experiment Logging Tool 📖

  Python

  •

  MIT License

  •8•0•0•0•Updated Mar 2, 2022Mar 2, 2022

• tvmcon-2021

  Public
  Slides from 2021-12-15 talk, "TVM Developer Bootcamp – Writing Hardware Backends"

  2•0•0•0•Updated Jan 20, 2022Jan 20, 2022

• BasicSR

  Public
  Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

  Python

  •1.2k•0•0•0•Updated Dec 12, 2021Dec 12, 2021

• eventgrad

  Public
  Event-Triggered Communication in Parallel Machine Learning

  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •4•0•0•0•Updated Dec 8, 2021Dec 8, 2021

• libCEED

  Public
  CEED Library: Code for Efficient Extensible Discretizations

  C

  •

  BSD 2-Clause "Simplified" License

  •47•0•0•0•Updated Sep 9, 2021Sep 9, 2021

• MIOpen

  Public
  AMD's Machine Intelligence Library

  Assembly

  •

  MIT License

  •226•0•0•0•Updated Aug 19, 2021Aug 19, 2021

• OpenSeeFace

  Public
  Robust realtime face and facial landmark tracking on CPU with Unity integration

  Python

  •

  BSD 2-Clause "Simplified" License

  •152•0•0•0•Updated Aug 12, 2021Aug 12, 2021

• deviceplane

  Public
  Securely access remote devices and servers

  Go

  •

  Apache License 2.0

  •43•0•0•0•Updated Jul 26, 2021Jul 26, 2021

• systemds

  Public
  Apache SystemDS - A versatile system for the end-to-end data science lifecycle

  Java

  •

  Apache License 2.0

  •466•0•0•0•Updated Jul 15, 2021Jul 15, 2021

• amazon-sagemaker-examples

  Public
  Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

  Jupyter Notebook

  •

  Apache License 2.0

  •6.8k•0•0•0•Updated Apr 24, 2021Apr 24, 2021

• fp-diannao

  Public
  C++

  •11•0•0•0•Updated Apr 14, 2021Apr 14, 2021

• simple-neural-network

  Public
  A simple Python script showing how the backpropagation algorithm works.

  Python

  •531•0•0•0•Updated Apr 7, 2021Apr 7, 2021

• optimized-routines

  Public
  Optimized implementations of various library functions for ARM architecture processors

  C

  •

  MIT License

  •95•0•0•0•Updated Mar 26, 2021Mar 26, 2021

• DeepPerf

  Public
  DeepPerf is an end-to-end deep learning based solution that can train a software performance prediction model from a limited number of samples and predict the performance value of a new configuration.

  Python

  •13•0•0•0•Updated Mar 16, 2021Mar 16, 2021

• iree

  Public
  👻

  C++

  •

  Apache License 2.0

  •609•0•0•0•Updated Feb 13, 2021Feb 13, 2021

• mali

  Public
  Everything we learnt from hacking Arm Mali GPUs.

  Shell

  •

  BSD 3-Clause "New" or "Revised" License

  •18•0•0•0•Updated Jan 20, 2021Jan 20, 2021

• CompilerGym

  Public
  A reinforcement learning toolkit for compiler optimizations

  Python

  •

  MIT License

  •129•0•0•0•Updated Dec 30, 2020Dec 30, 2020

• glow

  Public
  Compiler for Neural Network hardware accelerators

  C++

  •

  Apache License 2.0

  •692•0•0•0•Updated Dec 2, 2020Dec 2, 2020

• ck

  Public
  Collective Knowledge framework (CK) helps to organize any software project as a database of reusable components with common automation actions and extensible meta descriptions based on FAIR principles (findability, accessibility, interoperability, and reusability). See real-world use cases from Arm, General Motors, IBM, RPi, ACM, and MLPerf:

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •114•0•0•0•Updated Nov 3, 2020Nov 3, 2020