NVIDIA offers tools like Perf Analyzer and Model Analyzer to assist machine learning engineers with measuring and balancing the trade-off between latency and…
NVIDIA offers tools like Perf Analyzer and Model Analyzer to assist machine learning engineers with measuring and balancing the trade-off between latency and throughput, crucial for optimizing ML inference performance. Model Analyzer has been embraced by leading organizations such as Snap to identify optimal configurations that enhance throughput and reduce deployment costs. However…