fpgasystems/ZipML-PYNQ

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Rank 552,529 (Top 11 %)
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Jupyter Notebook
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GNU Affero Genera...
Created about 7 years ago
Updated almost 7 years ago

fpgasystems/ZipML-PYNQ

fpgasystems

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

fpga-network-stack

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

spooNN

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

Jupyter Notebook

Coyote

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

Vitis_with_100Gbps_TCP-IP

100 Gbps TCP/IP stack for Vitis shells

caribou

Caribou: Distributed Smart Storage built with FPGAs

davos

Distributed Accelerator OS

doppiodb

doppioDB - A hardware accelerated database

ZipML-XeonFPGA

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

hacc

ETHZ Heterogeneous Accelerated Compute Cluster.

Centaur

Centaur, a framework for hybrid CPU-FPGA databases

groundhog

Groundhog - Serial ATA Host Bus Adapter

dma-driver

GPU-FPGA-Recommendation-System

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

DecisionTrees

Decision Trees Inference

erbium

Business Rule Engine Hardware Accelerator

FPGA-Recommendation-Accelerator

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

fpga-hyperloglog

FPGA-based HyperLogLog Accelerator

parti-fpga

FPGA-based data partitioning

strega

An HTTP Server for FPGAs

MLWeaving

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

Distributed-DecisionTrees

ColumnML

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

PipeArch

SKT

A One-Pass Multi-Sketch Data Analytics Accelerator

Distributed_Recommendation_Inference_on_FPGA_Clusters

Coyote-CIRCT

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

hashing-XeonFPGA

gcow

🐄 Gradient compression on the wire

bit_serial_kmeans

loadbalancer

hw-acceleration-of-compression-and-crypto

hacc-platform

Hardware ACCeleration Platform.