tlrmchlsmth

netron

Visualizer for neural network, deep learning and machine learning models

metaseq

Repo for external large-scale work

cutlass

CUDA Templates for Linear Algebra Subroutines

magic-trace

magic-trace collects and displays high-resolution traces of what a process is doing

oneDNN

oneAPI Deep Neural Network Library (oneDNN)

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

blis

BLAS-like Library Instantiation Software Framework

sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

how-to-optimize-gemm

dfdx

Deep learning in Rust, with shape checked tensors and neural networks

FBGEMM

FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/

libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

Elemental

Distributed-memory, arbitrary-precision, dense and sparse-direct linear algebra, conic optimization, and lattice reduction

blislab

BLISlab: A Sandbox for Optimizing GEMM

sparsezoo

Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes

sparsify

ML model optimization product to accelerate inference.

exo

Exocompilation for productive programming of hardware accelerators

sputnik

A library of GPU kernels for sparse matrix operations.

libflame

High-performance object-based library for DLA computations

cython-blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

tblis

TBLIS is a library and framework for performing tensor operations, especially tensor contraction, using efficient native algorithms.

Clover

Clover: Quantized 4-bit Linear Algebra Library

Magicube

Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.

ELAPS

Experimental Linear Algebra Performance Studies

drawmatrix

Draw matrices in LaTeX!