Run Cluster Validation Suite (CVS) distributed training test suites

2026-09-24

2 min read time

Applies to Linux

Distributed training benchmarks validate multi-node GPU training before production jobs.

Suite	How to run	Config reference
Aorta	Run the Aorta distributed training benchmark	Aorta benchmark test configuration file for Cluster Validation Suite (CVS)
JAX MaxText	Run JAX MaxText training benchmarks with CVS	JAX MaxText training configuration files for Cluster Validation Suite (CVS)
Megatron	Run Megatron Llama and DeepSeek training benchmarks	Megatron training configuration files for Cluster Validation Suite (CVS)
TorchTitan	Run TorchTitan pre-training benchmarks with CVS	TorchTitan training configuration files for Cluster Validation Suite (CVS)

See also Run Cluster Validation Suite (CVS) test suites on AMD Instinct GPU clusters for common cvs run flags and workflow.