Serpens

Sparse matrix accelerator

An accelerator design for fast sparse matrix-vector multiplication on an HBM FPGA

An HBM FPGA based SpMV Accelerator

GitHub

9 stars
2 watching
5 forks
Language: C++
last commit: about 2 years ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
linghaosong/sextansAn FPGA-based accelerator for accelerating sparse matrix dense matrix multiplication73
sparsetech/pineA functional HTML5 and XML library for the Scala platform, providing type-safe bindings and rendering capabilities.107
indigits/sparse-plexA collection of algorithms and techniques for exploiting sparse data representations to solve various problems in signal processing and machine learning.99
google/xlsAccelerates development of high-performance hardware and software by automating co-design and synthesis1,217
larspensjo/simplesignalA high-performance signal system for C++11165
sgorsten/linalgA lightweight vector math library875
hiroyuki-kasai/sparsegdlibraryA collection of unconstrained optimization algorithms for sparse modeling in MATLAB53
eecs-ntnu/bismoAn FPGA accelerator designed to speed up matrix multiplication in neural networks and other applications131
dppalomar/sparseeigenThis project provides an R package for estimating sparse eigenvectors of matrices.12
milyardo/sglgearsPort of gears.c to Scala using Scala Native, focusing on 3D graphics with OpenGL14
blas-lapack-rs/accelerate-srcProvides optimized linear algebra and numerical computing capabilities via the Accelerate framework17
james-bowman/sparseA package implementing various sparse matrix formats for efficient linear algebra operations160
ferrandi/panda-bambuA framework for designing and optimizing hardware accelerators for complex software applications.246
com-lihaoyi/fastparseA Scala-based library for writing fast parsers using parser combinators.1,098
google-research/sputnikA library of optimized GPU kernels for sparse matrix operations used in deep learning.248