horovod

There are 1 repository under horovod topic.

tony-framework / TonY
TonY is a framework to natively run deep learning frameworks on Apache Hadoop.
tensorflow hadoop-yarn hadoop machine-learning deep-learning horovod
Language:Java 697
kubeflow / mpi-operator
Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)
mpi horovod kubeflow tensorflow pytorch apache-mxnet distributed-computing kubernetes
Language:Go 395
tensorlayer / awesome-tensorlayer
A curated list of dedicated resources and applications
tensorlayer tensorflow tensorflow-tutorials natural-language-processing reinforcement-learning adversarial-learning autoencoder database computer-vision keras tf-slim tflearn horovod lstm-neural-networks convolutional-neural-networks recurrent-neural-networks segmentation cifar-10 mnist generative-adversarial-network
266
jzlianglu / pykaldi2
Yet another speech toolkit based on Kaldi and PyTorch
kaldi speech-toolkit horovod pykaldi pytorch
Language:Python 173
Photon-AI-Research / NeuralSolvers
Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.
pinn horovod partial-differential-equations neural-network computational-physics pytorch
Language:Python 130
richardkxu / distributed-pytorch
Distributed, mixed-precision training with PyTorch
distributed-training deep-learning computer-vision imagenet mixed-precision-training pytorch nvidia-apex tensorboard horovod
Language:Python 89
open-ce / open-ce
This repository provides the Open-CE environment files and version definitions for each Open-CE release.
deeplearning deep-learning tensorflow pytorch conda feedstocks horovod xgboost conda-environment cuda
88
polyaxon / polyaxon-examples
Code for tutorials and examples
tensorflow pytorch mxnet jupyter-notebook deep-learning polyaxon kubernetes machine-learning deeplearning nerual-network horovod scikit-learn mpi tfjob kubeflow pytorchjob mpijob keras mlops
Language:Python 67
saforem2 / l2hmc-qcd
Application of the L2HMC algorithm to simulations in lattice QCD.
mcmc hmc monte-carlo hamiltonian-monte-carlo horovod lattice gauge-theory machine-learning lattice-qcd deep-learning deepspeed hydra pytorch tensorflow
Language:Jupyter Notebook 64
heyfey / vodascheduler
GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster
kubernetes deep-learning machine-learning scheduling tensorflow pytorch horovod kubeflow distributed-computing mlops
Language:Go 31
ankurhanda / tf-unet
tensorflow version of unet
horovod semantic-segmentation unet
Language:Python 29
Qznan / QizNLP
Quick run NLP in many task 快速运行分类、序列标注、匹配、生成等NLP任务的Tensorflow框架 (中文 NLP 支持分布式）
nlp chinese classification match sequence-labeling sequence-to-sequence tensorflow horovod beam-search
Language:Python 29
ShomyLiu / torch-ddp-examples
A text classification example using ddp horovod and accelerate
pytorch ddp horovod
Language:Python 28
graykode / horovod-ansible
Create Horovod cluster easily using Ansible
horovod ansible terraform distributed-training deeplearning tensorflow pytorch openmpi
Language:HCL 22
eth-cscs / tensorflow-training
Multi-GPU training with TensorFlow on Piz Daint
tensorflow horovod
Language:Jupyter Notebook 12
Himscipy / bnn_hvd
Distributed Training of Bayesian Neural Networks at Scale
bayesian-networks horovod machine-learning computer-vision distributed-computing mnist tensorflow tensorflow-probability uncertainty-quantification variational-inference data-science
Language:Python 11
aws-samples / sagemaker-distributed-training-digital-pathology-images
Distributed training of digital pathology tissue slide images using SageMaker and Horovod.
sagemaker distributed-training digital-pathology horovod
Language:Jupyter Notebook 9
Shenggan / DeepCell-Keras
Reimplement Deep Cell with Keras and Horovod.
deep-learning distributed-training horovod keras medical-imaging tensorflow
Language:Python 7
nemoramo / acoustic_model
This is a sub-repository in building to create acoustic model in Mandarin speech recognition.
horovod asr pytorch acoustic-model deep-neural-networks ctc-loss
Language:Python 6
asprenger / distributed-training-patterns
Experiments with low level communication patterns that are useful for distributed training.
mpi mpi4py nccl horovod tensorflow distributed-training
Language:Python 5
GiancarloPaoletti / PBS_qsub_gridsearch
Simple bash script to launch gridsearch qsub jobs on PBS
horovod hpc hpc-cluster hpc-clusters mpi singularity singularity-container
Language:Shell 4
oekosheri / pytorch_unet_scaling
Scaling Unet in Pytorch
data-parallelism gpu-parallelization horovod pytorch unet-image-segmentation ddp
Language:Jupyter Notebook 2
send2manoo / Distributed-Deep-Learning-With-Horovod-MPI
Distributed training framework for TensorFlow, Keras
python tensorflow keras distributed-computing mpi horovod
Language:Python 2
Smarker / batchai-benchmark
Distributed training with Batch AI
horovod timeline tensorboard cnn cifar10 cntk
Language:Shell 2
afogarty85 / petastorm
deep learning at scale
databricks horovod petastorm pytorch spark
Language:Python 1
chrisabbott / distributed-unet
Segmenting EM-shower particles and track particles using Unet and Horovod
particle-physics tensorflow unet lartpc horovod
Language:Python 1
dellemc-hpc-ai / ai-radiologist-GPU
GPU Optimized version of AI Radiologist
chexnet ai radiologist deep-learning horovod tfrecords
Language:Python 1
explcre / SHUKUN-Technology-AlgorithmIntern-MultiNodeTraining-for-DLmodels-Horovod-ConfigurationTutorial-Perf
SHUKUN Technology Co.,Ltd Algorithm intern (2020/12-2021/5). Multi-GPU, Multi-node training for deep learning models. Horovod, NVIDIA clara train sdk, configuration tutorial,performance testing.
distributed-deep-learning horovod clara-train nvidia multi-gpu-training multi-node-training deep-learning docker nfs ssh
Language:HTML 1
MuhammadShifa / Anamoly-Detection-Model-ADM-in-Health-Care-Insurance-
Horovod is a distributed deep learning training framework for TensorFlow, Keras, PyTorch, and Apache MXNet. The goal of Horovod is to make distributed deep learning fast and easy to use.
horovod distributed-computing mnist-classification keras-horovod deep deep-learning
Language:Jupyter Notebook 1
Nishant-codex / rnn_flip_flops
This repository contains the code for RNNs which are trained for 3 bits Flip-flop task
horovod python tensorflow rnn spiking-neural-networks
Language:Jupyter Notebook 1
oekosheri / tensorflow_unet_scaling
Scaling Unet in Tensorflow
data-parallelism gpu-parallelism horovod tensorflow unet-image-segmentation mirrored-strategy multi-worker-strategy
Language:Jupyter Notebook 1
pnnl / ProxyTSPRD
Proxy application for analyzing dynamical systems.
machine-learning dynamical-systems tensorflow pytorch horovod
Language:MLIR 1
veritas9872 / Horovod-Pytorch-Tutorial
Horovod Tutorial for Pytorch using NVIDIA-Docker.
horovod-pytorch-tutorial horovod-tutorial horovod-pytorch distributed-deep-learning horovod pytorch nvidia-docker horovod-example docker horovod-pytorch-example
Language:Python 1
WOGRA-AG / docker-ludwig-ray-gpu-jupyter
Making the official ludwigai/ludwig-ray-gpu image available for jupyterhub.
docker dockerfile horovod jupyter jupyterhub ludwig notebook ray
Language:Dockerfile 1
Yujaeseo / NGCF_Pytorch
NGCF(Neural Graph Collaborative Filtering) Pytorch & Horovod implementation
collaborative-filtering deep-learning horovod pytorch recommender-system
Language:Python 1
bsraya / schedulearn
Training Deep Learning models made easy
horovod python docker fastapi pydantic sqlite3 sqlmodel
Language:Python 0

horovod

tony-framework / TonY

kubeflow / mpi-operator

tensorlayer / awesome-tensorlayer

jzlianglu / pykaldi2

Photon-AI-Research / NeuralSolvers

richardkxu / distributed-pytorch

open-ce / open-ce

polyaxon / polyaxon-examples

saforem2 / l2hmc-qcd

heyfey / vodascheduler

ankurhanda / tf-unet

Qznan / QizNLP

ShomyLiu / torch-ddp-examples

graykode / horovod-ansible

eth-cscs / tensorflow-training

Himscipy / bnn_hvd

aws-samples / sagemaker-distributed-training-digital-pathology-images

Shenggan / DeepCell-Keras

nemoramo / acoustic_model

asprenger / distributed-training-patterns

GiancarloPaoletti / PBS_qsub_gridsearch

oekosheri / pytorch_unet_scaling

send2manoo / Distributed-Deep-Learning-With-Horovod-MPI

Smarker / batchai-benchmark

afogarty85 / petastorm

chrisabbott / distributed-unet

dellemc-hpc-ai / ai-radiologist-GPU

explcre / SHUKUN-Technology-AlgorithmIntern-MultiNodeTraining-for-DLmodels-Horovod-ConfigurationTutorial-Perf

MuhammadShifa / Anamoly-Detection-Model-ADM-in-Health-Care-Insurance-

Nishant-codex / rnn_flip_flops

oekosheri / tensorflow_unet_scaling

pnnl / ProxyTSPRD

veritas9872 / Horovod-Pytorch-Tutorial

WOGRA-AG / docker-ludwig-ray-gpu-jupyter

Yujaeseo / NGCF_Pytorch

bsraya / schedulearn