TonY is a framework to natively run deep learning frameworks on Apache Hadoop.

Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)

A curated list of dedicated resources and applications

Yet another speech toolkit based on Kaldi and PyTorch

Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.

This repository provides the Open-CE environment files and version definitions for each Open-CE release.

Application of the L2HMC algorithm to simulations in lattice QCD.

Code for tutorials and examples

GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)

A text classification example using ddp horovod and accelerate

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）

tensorflow version of unet

Create Horovod cluster easily using Ansible

Multi-GPU training with TensorFlow on Piz Daint

Distributed Training of Bayesian Neural Networks at Scale

Distributed training of digital pathology tissue slide images using SageMaker and Horovod.

Reimplement Deep Cell with Keras and Horovod.

This is a sub-repository in building to create acoustic model in Mandarin speech recognition.

Experiments with low level communication patterns that are useful for distributed training.

Simple bash script to launch gridsearch qsub jobs on PBS

Distributed training framework for TensorFlow, Keras

Scaling Unet in Pytorch

Distributed training with Batch AI

GPU Optimized version of AI Radiologist

This repository contains the code for RNNs which are trained for 3 bits Flip-flop task

Making the official ludwigai/ludwig-ray-gpu image available for jupyterhub.

Horovod Tutorial for Pytorch using NVIDIA-Docker.

Lesson material for Upscaling AI workflows

Proxy application for analyzing dynamical systems.

Scaling Unet in Tensorflow