These utilities provide deep visibility into the data throughput between your processor and system memory, helping you identify performance bottlenecks during heavy computational workloads. They monitor how efficiently your hardware moves information, allowing you to detect latency issues and optimize memory access patterns for better throughput. When selecting a tool, prioritize those that offer low-overhead profiling and clear visualization of peak versus sustained transfer rates to ensure you can distinguish between raw hardware limitations and inefficient software configuration.

Custom silicon for AI data center performance per watt