Tutorial: HPC-Scale AI with NVIDIA GPUs on AzureML: Training CosmoFlow

NAG's Phil Tooley explains the background to his latest blog post 'HPC-Scale AI with NVIDIA GPUs on AzureML: Training CosmoFlow'. View it here: https://www.nag.com/blog/tutorial-hpc-scale-ai-nvidia-gpus-azureml-training-cosmoflow In another tutorial 'BeeOND + AzureML: A High Performance Filesystem for HPC-scale Machine Learning with NVIDIA GPUs' Phil guides you through a storage solution set-up using Thinkparq’s BeeGFS BeeOND filesystem. Phil shares ML performance benchmarks showing the vast performance improvements with more efficient compute node utilisations. View it here: https://www.nag.com/blog/tutorial-beeond-azureml-high-performance-filesystem-hpc-scale-machine-learning-nvidia-gpus This work is delivered via NAG's collaboration with the Azure HPC & AI Collaboration Center.