A Hierarchical Parameter Server framework based on MXNet. HiPS also implements multiple communication-efficient strategies.

HiPS is a MXNet-based two-layer parameter server framework, aiming at integrating data knowledge that owned by multiple independent parties in a privacy-preservating way (i.e. no need to transfer raw data), by training a shared deep learning model collaboratively in a decentralized and distributed manner.

Related Repos



ViRb3 A proxy DLL for Windows to dump JVM classes at JNI level
 

jsiek This tiny C-like language includes several kinds of values: integer, Booleans, pointers, and function pointers. Regarding control-flow, it includes if statements, goto, and function calls.
 

dan-rodrigues This is a simple retro-inspired platformer game (implemented in C11) targetting a retro-inspired FPGA game console by the same author (implemented in Verilog).
 

Piraxus Skybolt is a real-time planetary environment rendering engine, designed for flight simulators, aerospace R&D, and geospatial applications. Skybolt is written in C++, based on OpenSceneGraph, and supports CIGI for communicating with host applications. Skybolt also features a Python API for easy integration with science and engineering research tools.
 

jomjol This is an example of Artificial Intelligence (AI) calculations on a very cheap hardware.
 

TixiaoShan A place recognition package using high-resolution imaging lidar. For best performance, a lidar equipped with more than 64 uniformly distributed channels is strongly recommended, i.e., Ouster OS1-128 lidar.
 

DoubangoTelecom World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and FPGAs using deep learning (Tensorflow, Tensorflow lite, TensorRT & OpenVINO). Multi-OS (NVIDIA Jetson, Android, Raspberry Pi, Linux, Windows) and Multi-Arch (ARM, x86).
 

alibaba OverlayBD Accelerated Container Image Accelerated Container Image is an open-source implementation of paper "DADI: Block-Level Image Service for Agile