Update hpc-perf-bench-apps.md

Author: Padmalathas

articles/high-performance-computing/performanceandbenchmarking/hpc-perf-bench-apps.md

@@ -38,6 +38,7 @@ The articles listed here describe the steps for running various HPC applications
 
 ## Related resources
 
+- [Azure AI Benchmarking Guide](https://github.com/Azure/AI-benchmarking-guide/tree/main)
 - [Run a Windows VM on Azure](/azure/architecture/reference-architectures/n-tier/windows-vm)
 - [Run a Linux VM on Azure](/azure/architecture/reference-architectures/n-tier/linux-vm)
 - [HPC system and big-compute solutions](/azure/architecture/solution-ideas/articles/big-compute-with-azure-batch)