RDC and RocProfiler Compared to DCGM for Commonly Used Metrics

Modern GPU applications often need lightweight, repeatable performance checks that can run outside a full profiling session. A developer might want to confirm whether a workload is throttling, whether data is moving across GPU interconnects as expected, whether ECC counters are increasing, or whether the GPU is spending enough time on useful compute work. These checks are especially useful during application tuning, cluster validation, and regression testing.