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alphatensor

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

feathercnn

FeatherCNN is a high performance inference engine for convolutional neural networks.

gluon-cv

Gluon CV Toolkit

hipblas

ROCm BLAS marshalling library

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

libshalom

lingweiyang.github.io

llm-viewer

Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline model in a user-friendly interface.

models

A collection of pre-trained, state-of-the-art models in the ONNX format

mylib

onednn

oneAPI Deep Neural Network Library (oneDNN)

optimizing-dgemm-on-intel-cpus-with-avx512f

Stepwise optimizations of DGEMM on CPU, reaching performance faster than Intel MKL eventually.

rankfm

Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data

smm

sparse-register-tiling

stm-multifrontal-qr-factorization-empowered-by-gcn

tilespgemm

Source code of the PPoPP '22 paper: "TileSpGEMM: A Tiled Algorithm for Parallel Sparse General Matrix-Matrix Multiplication on GPUs" by Yuyao Niu, Zhengyang Lu, Haonan Ji, Shuhui Song, Zhou Jin, and Weifeng Liu.

tpds

tsm2x-imp

Implementation of TSM2L and TSM2R -- High-Performance Tall-and-Skinny Matrix-Matrix Multiplication Algorithms for CUDA