Additional information

09/10/2024 Contributors

To learn more about the information that is described in this document, review the following documents and/or websites:

Dataset: TuSimple

https://github.com/TuSimple/tusimple-benchmark/tree/master/doc/lane_detection
Deep Learning Network Architecture: Spatial Convolutional Neural Network

https://arxiv.org/abs/1712.06080
Distributed deep learning training framework: Horovod

https://horovod.ai/
RUN: AI container orchestration solution: RUN: AI product introduction

https://docs.run.ai/home/components/
RUN: AI installation documentation

https://docs.run.ai/Administrator/Cluster-Setup/cluster-install/#step-3-install-runai https://docs.run.ai/Administrator/Researcher-Setup/cli-install/#runai-cli-installation
Submitting jobs in RUN: AI CLI

https://docs.run.ai/Researcher/cli-reference/runai-submit/

https://docs.run.ai/Researcher/cli-reference/runai-submit-mpi/
Azure Cloud resources: Azure NetApp Files

https://docs.microsoft.com/azure/azure-netapp-files/
Azure Kubernetes Service

https://azure.microsoft.com/services/kubernetes-service/-features
Azure VM SKUs

https://azure.microsoft.com/services/virtual-machines/
Azure VM with GPU SKUs

https://docs.microsoft.com/azure/virtual-machines/sizes-gpu
NetApp Trident

https://github.com/NetApp/trident/releases
Data Fabric powered by NetApp

https://www.netapp.com/data-fabric/what-is-data-fabric/
NetApp Product Documentation

https://www.netapp.com/support-and-training/documentation/