Discover spcl/arrow-matrix Open Source project by SPCL (@spcl)

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Python
Created 9 months ago
Updated 8 months ago

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Arrow Matrix Decomposition - Communication-Efficient Distributed Sparse Matrix Multiplication

graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

Python

2,096

dace

DaCe - Data Centric Parallel Programming

Python

491

gemm_hls

Scalable systolic array-based matrix-matrix multiplication implemented in Vivado HLS for Xilinx FPGAs.

C++

297

QuaRot

Code for QuaRot, an end-to-end 4-bit inference of large language models.

Python

259

pymlir

Python interface for MLIR - the Multi-Level Intermediate Representation

Python

210

ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

Python

206

hls_tutorial_examples

Examples shown as part of the tutorial "Productive parallel programming on FPGA with high-level synthesis".

C++

189

MRAG

Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"

Python

161

serverless-benchmarks

SeBS: serverless benchmarking suite for automatic performance analysis of FaaS platforms.

Python

143

substation

Research and development for optimizing transformers

Python

121

pspin

PsPIN: A RISC-V in-network accelerator for flexible high-performance low-power packet processing

SystemVerilog

deep-weather

Deep Learning for Post-Processing Ensemble Weather Forecasts

Jupyter Notebook

daceml

A Data-Centric Compiler for Machine Learning

Python

FBLAS

BLAS implementation for Intel FPGA

C++

open-earth-compiler

development repository for the open earth compiler

MLIR

npbench

NPBench - A Benchmarking Suite for High-Performance NumPy

Python

ucudnn

Accelerating DNN Convolutional Layers with Micro-batches

C++

rFaaS

rFaaS: a high-performance FaaS platform with RDMA acceleration for low-latency invocations.

C++

haystack

Haystack is an analytical cache model that given a program computes the number of cache misses.

C++

sparsity-in-deep-learning

Bibtex for Sparsity in Deep Learning paper (https://arxiv.org/abs/2102.00554) - open for pull requests

TeX

mlir-dace

Data-Centric MLIR dialect

C++

redmark

ReDMArk: Bypassing RDMA Security Mechanisms.

C++

apfp

FPGA acceleration of arbitrary precision floating point computations.

C++

NoPFS

Near-optimal Prefetching System

sten

Sparsity support for PyTorch

Python

rapidchiplet

A toolchain for rapid design space exploration of chiplet architectures

C++

ens10

Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset

Python

gms

GraphMineSuite (GMS): a benchmarking suite for graph mining algorithms such as graph pattern matching or graph learning

C++

sage

Python

liblsb

Rebol

smoe

Spatial Mixture-of-Experts

Python

CoRM

CoRM: Compactable Remote Memory over RDMA

C++

dace-vscode

Rich editor for SDFGs with included profiling and debugging, static analysis, and interactive optimization.

TypeScript

kafkadirect

RDMA-enabled Apache Kafka

Java

faaskeeper

A fully serverless implementation of the ZooKeeper coordination protocol.

Python

fmi

Function Message Interface (FMI): library for message-passing and collective communication for serverless functions.

C++

SMI

Streaming Message Interface: High-Performance Distributed Memory Programming on Reconfigurable Hardware

C++

stencilflow

Python

naos

Naos: Serialization-free RDMA networking in Java

Java

absinthe

Absinthe is an optimization framework to fuse and tile stencil codes in one shot

Python

NNCompression

Compressing weather and climate data into neural networks

Python

DNN-cpp-proxies

C++/MPI proxies for distributed training of deep neural networks.

C++

CheckEmbed

Official Implementation of "CheckEmbed: Effective Verification of LLM Solutions to Open-Ended Tasks"

Python

.github

LogGOPSim

A LogGOPS (LogP, LogGP, LogGPS) Simulator and Simulation Framework

vldb19-distributed-locking

This repository hosts the code used for the following paper: Claude Barthels, Ingo Müller, Konstantin Taranov, Torsten Hoefler, Gustavo Alonso. "Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores." In: PVLDB, 2020.

C++

SimFS

SimFS: A Virtualizing Simulation Data File System Interface

C++

CLaMPI

Caching Layer for MPI

FBACode

Python

nbody_hls

Implementation of the N^2-formulation of N-body simulation with Vivado HLS for SDAccel platforms.

C++

GDI-RMA

Official Implementation of "The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads to Hundreds of Thousands of Cores"

DiffDA

Python

stencil_hls

Implementation of time and space-tiled stencil in Vivado HLS.

C++

open-earth-benchmarks

Open repository for climate and weather benchmark kernels

C++

cppless

C++

polybench-comparator

Regression and comparison tools for the Polybench benchmark

Shell

nevermore

The source code for the Nevermore paper at ACM CCS'22

C++

foMPI-NA

perf-taint

Taint-based program analysis framework for empirical performance modeling.

LLVM

streamingsched

Streaming Task Scheduling

Python

faaskeeper-python

Python client library for FaaSKeeper, the serverless ZooKeeeper.

Python

muliticast-based-allgather

smat

Code for High Performance Unstructured SpMM Computation Using Tensor Cores

Emacs Lisp

libNBC

Shell

climetlab-maelstrom-ens10

MAELSTROM ENS10 dataset plugin for CliMetLab

Jupyter Notebook

dace-webclient

Web-based SDFG viewer for DaCe

JavaScript

spatial-collectives

Optimized communication collectives for the Cerebras waferscale engine

libhear

TCPunch

LGSxNS3

cppless-clang

c2dace

probgraph

Emacs Lisp

LogGOPSim2

C++

fflib

serverless-benchmarks-data

TeX

rivets

conflux

C++

fuzzyflow-artifact

Computational artifacts for the FuzzyFlow publication

SAILOR

praas-benchmarks

HTSIM-old

faas-profiler

UPM

User-guided Page Merging: Memory Deduplication for Serverless

f2dace-artifact

Fortran

spcl/arrow-matrix

spcl

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