dpwa

Async neural network trainer

A distributed learning framework that enables peer-to-peer parameter averaging and asynchronous training of deep neural networks

Distributed Learning by Pair-Wise Averaging

GitHub

53 stars
5 watching
6 forks
Language: Python
last commit: almost 9 years ago
asynchronous-learningdeep-learningdistributed-systemsgossipingneural-networkspythonpytorchsgd

Related projects:

RepositoryDescriptionStars
learning-at-home/hivemindA PyTorch library for decentralized deep learning across the Internet.2,078
kimhc6028/forward-thinking-pytorchAn implementation of a novel neural network training method that builds and trains networks one layer at a time.66
neuralhydrology/neuralhydrologyA Python library for training neural networks with focus on hydrological applications using PyTorch.372
soumith/imagenet-multigpu.torchA toolkit for training neural networks on the ImageNet dataset using multiple GPUs.402
eth-sri/diffaiTrains neural networks to be provably robust against adversarial examples using abstract interpretation techniques.219
intelligent-machine-learning/dlroverAutomates large-scale deep learning training on distributed clusters, providing fault tolerance and fast recovery from failures.1,302
loudinthecloud/pytorch-ntmAn implementation of Neural Turing Machines in PyTorch592
achaiah/pywickA PyTorch-based neural network training framework with advanced features and utilities398
wyy-123-xyy/ra-fedA Python implementation of a distributed machine learning framework for training neural networks on multiple GPUs6
madrylab/robustnessA library for training and evaluating neural networks with a focus on adversarial robustness.921
graal-research/poutyneA PyTorch framework simplifying neural network training with automated boilerplate code and callback utilities572
microsoft/archaiAutomates the search for optimal neural network configurations in deep learning applications468
erotemic/netharnA PyTorch framework for managing and automating deep learning training loops with features like hyperparameter tracking and single-file deployments.40
ramon-oliveira/aorunA deep learning framework on top of PyTorch for building neural networks.61
ahmedfgad/neuralgeneticTrains artificial neural networks using the genetic algorithm241