Discover spcl/muliticast-based-allgather Open Source project

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graph-of-thoughts

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

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

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

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pymlir

Python interface for MLIR - the Multi-Level Intermediate Representation

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ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

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hls_tutorial_examples

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

C++

189

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

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serverless-benchmarks

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

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substation

Research and development for optimizing transformers

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pspin

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

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Deep Learning for Post-Processing Ensemble Weather Forecasts

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BLAS implementation for Intel FPGA

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NPBench - A Benchmarking Suite for High-Performance NumPy

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ucudnn

Accelerating DNN Convolutional Layers with Micro-batches

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rFaaS

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

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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

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redmark

ReDMArk: Bypassing RDMA Security Mechanisms.

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apfp

FPGA acceleration of arbitrary precision floating point computations.

C++

NoPFS

Near-optimal Prefetching System

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Sparsity support for PyTorch

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rapidchiplet

A toolchain for rapid design space exploration of chiplet architectures

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ens10

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

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gms

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

C++

sage

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liblsb

Rebol

smoe

Spatial Mixture-of-Experts

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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

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stencilflow

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naos

Naos: Serialization-free RDMA networking in Java

Java

absinthe

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

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NNCompression

Compressing weather and climate data into neural networks

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DNN-cpp-proxies

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

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arrow-matrix

Arrow Matrix Decomposition - Communication-Efficient Distributed Sparse Matrix Multiplication

Python

CheckEmbed

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

Python

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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.

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SimFS

SimFS: A Virtualizing Simulation Data File System Interface

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CLaMPI

Caching Layer for MPI

FBACode

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nbody_hls

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

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GDI-RMA

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

DiffDA

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stencil_hls

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

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open-earth-benchmarks

Open repository for climate and weather benchmark kernels

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cppless

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polybench-comparator

Regression and comparison tools for the Polybench benchmark

Shell

nevermore

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

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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

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/muliticast-based-allgather

spcl

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