Discover fpgasystems/ZipML-XeonFPGA Open Source project

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31
Rank 820,005 (Top 17 %)
Language VHDL
License
GNU Affero Genera...
Created over 7 years ago
Updated almost 5 years ago

fpgasystems

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FPGA-based stochastic gradient descent (powered by ZipML - Low-precision machine learning on reconfigurable hardware)

fpga-network-stack

Scalable Network Stack for FPGAs (TCP/IP, RoCEv2)

C++

733

spooNN

FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)

Jupyter Notebook

250

Coyote

Framework providing operating system abstractions and a range of shared networking (RDMA, TCP/IP) and memory services to common modern heterogeneous platforms.

SystemVerilog

205

Vitis_with_100Gbps_TCP-IP

100 Gbps TCP/IP stack for Vitis shells

C++

152

caribou

Caribou: Distributed Smart Storage built with FPGAs

Verilog

davos

Distributed Accelerator OS

SystemVerilog

ZipML-PYNQ

Linear model training using stochastic gradient descent (SGD) on PYNQ with full to low precision.

Jupyter Notebook

doppiodb

doppioDB - A hardware accelerated database

hacc

ETHZ Heterogeneous Accelerated Compute Cluster.

Centaur

Centaur, a framework for hybrid CPU-FPGA databases

Verilog

groundhog

Groundhog - Serial ATA Host Bus Adapter

Verilog

dma-driver

SystemVerilog

GPU-FPGA-Recommendation-System

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters

C++

DecisionTrees

Decision Trees Inference

SystemVerilog

erbium

Business Rule Engine Hardware Accelerator

VHDL

FPGA-Recommendation-Accelerator

MLSys 2021 paper: MicroRec: efficient recommendation inference by hardware and data structure solutions

C++

fpga-hyperloglog

FPGA-based HyperLogLog Accelerator

C++

parti-fpga

FPGA-based data partitioning

VHDL

strega

An HTTP Server for FPGAs

C++

MLWeaving

Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning

C++

Distributed-DecisionTrees

SystemVerilog

ColumnML

Generalized linear model training on column-stores with FPGA-enhanced data transformation

VHDL

PipeArch

VHDL

SKT

A One-Pass Multi-Sketch Data Analytics Accelerator

C++

Distributed_Recommendation_Inference_on_FPGA_Clusters

C++

Coyote-CIRCT

Deploy CIRCT generated circuits with a streaming abstraction (circt-stream) effortlessly through Coyote.

SystemVerilog

hashing-XeonFPGA

Verilog

gcow

🐄 Gradient compression on the wire

C++

bit_serial_kmeans

SystemVerilog

loadbalancer

SystemVerilog

hw-acceleration-of-compression-and-crypto

C++

hacc-platform

Hardware ACCeleration Platform.

Shell

fpgasystems/ZipML-XeonFPGA

fpgasystems

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