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    91 repositories

    • 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
      •532•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
      •2.1k•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
      •965•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
      •45•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
      •56•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
      •157•0•0•0•Updated Apr 22, 2022Apr 22, 2022

    • adaptdl

      Public
      Resource-adaptive cluster scheduler for deep learning training.
      Python
      •
      Apache License 2.0
      •80•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
      •59•0•0•0•Updated Mar 18, 2022Mar 18, 2022

    • TLCBench

      Public
      Benchmark scripts for TVM
      Python
      •28•0•0•0•Updated Mar 15, 2022Mar 15, 2022

    • mle-logging

      Public
      A Lightweight ML Experiment Logging Tool 📖
      Python
      •
      MIT License
      •9•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…
      Python
      •1.4k•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
      •5•0•0•0•Updated Dec 8, 2021Dec 8, 2021

    • libCEED

      Public
      CEED Library: Code for Efficient Extensible Discretizations
      C
      •
      BSD 2-Clause "Simplified" License
      •77•0•0•0•Updated Sep 9, 2021Sep 9, 2021

    • MIOpen

      Public
      AMD's Machine Intelligence Library
      Assembly
      •
      MIT License
      •272•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
      •205•0•0•0•Updated Aug 12, 2021Aug 12, 2021

    • deviceplane

      Public
      Securely access remote devices and servers
      Go
      •
      Apache License 2.0
      •44•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
      •546•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
      •7k•0•0•0•Updated Apr 24, 2021Apr 24, 2021

    • fp-diannao

      Public
      C++
      •10•0•0•0•Updated Apr 14, 2021Apr 14, 2021

    • simple-neural-network

      Public
      A simple Python script showing how the backpropagation algorithm works.
      Python
      •546•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
      •123•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 p…
      Python
      •12•0•0•0•Updated Mar 16, 2021Mar 16, 2021

    • iree

      Public
      👻
      C++
      •
      Apache License 2.0
      •985•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
      •26•0•0•0•Updated Jan 20, 2021Jan 20, 2021

    • CompilerGym

      Public
      A reinforcement learning toolkit for compiler optimizations
      Python
      •
      MIT License
      •136•0•0•0•Updated Dec 30, 2020Dec 30, 2020

    • glow

      Public
      Compiler for Neural Network hardware accelerators
      C++
      •
      Apache License 2.0
      •701•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 me…
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •123•0•0•0•Updated Nov 3, 2020Nov 3, 2020
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