LearnCV's repositories
CompilerGym
A reinforcement learning toolkit for compiler optimizations
relax
Temp repo for prototyping relax(relay next), the effort will be upstreamed. We use the wiki pages on this repo to host design docs.
adaptdl
Resource-adaptive cluster scheduler for deep learning training.
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
ck
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:
DeepPerf
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.
deviceplane
Securely access remote devices and servers
eventgrad
Event-Triggered Communication in Parallel Machine Learning
libCEED
CEED Library: Code for Efficient Extensible Discretizations
mali
Everything we learnt from hacking Arm Mali GPUs.
MIOpen
AMD's Machine Intelligence Library
mle-logging
A Lightweight ML Experiment Logging Tool 📖
OpenSeeFace
Robust realtime face and facial landmark tracking on CPU with Unity integration
optimized-routines
Optimized implementations of various library functions for ARM architecture processors
pp4fpgas
Parallel Programming for FPGAs -- An open-source high-level synthesis book
simple-neural-network
A simple Python script showing how the backpropagation algorithm works.
systemds
Apache SystemDS - A versatile system for the end-to-end data science lifecycle
TLCBench
Benchmark scripts for TVM
tvmcon-2021
Slides from 2021-12-15 talk, "TVM Developer Bootcamp – Writing Hardware Backends"
vicuna
RISC-V Zve32x Vector Coprocessor
Whisper
High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model