MLPERF 1.0

MLPERF by Ericsson is a performance benchmarking and validation toolkit designed to evaluate machine learning workloads across telecom, edge, and cloud environments. It helps teams measure and compare key metrics—such as latency, throughput, and resource utilization—across diverse models, frameworks, and hardware configurations. With configurable test suites, automated runs, and reproducible setups, MLPERF streamlines performance studies from lab experiments to large-scale deployments. The toolkit generates clear, auditable reports that highlight bottlenecks and opportunities for optimization, supporting capacity planning and informed technology choices. It fits into existing CI/CD and MLOps workflows, supports containerized deployments, and scales to heterogeneous infrastructure. By turning complex performance data into actionable insights, MLPERF enables engineers and data scientists to optimize models and systems with confidence and ensure AI solutions meet real-world performance and efficiency goals.

MLPERF is developed by Ericsson and is used by 1 user of Software Informer. The most popular version of this product among our users is 1.0. The names of program executable files are mlp10b.exe, mlp10c.exe.