communication-efficient

Star

Here are 20 public repositories matching this topic...

INET-RC / GeoMX

Star

GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.

distributed-machine-learning communication-efficient geomx hierarchical-parameter-server dml-over-wans

Updated Mar 5, 2024
C++

TsingZ0 / FedTGP

Star

AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning

prototype resnet heterogeneity federated-learning communication-efficient colloboration contrastive-learning vision-transformer non-iid-data

Updated Dec 27, 2024
Python

WesleyHsieh0806 / C3-SL

Star

C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)

machine-learning computer-vision deep-learning communication-efficient split-learning

Updated Aug 6, 2022