NVIDIA Performance Benchmarking

Optimize AI workload performance on NVIDIA AI infrastructure.

Overview

Measure What Matters With NVIDIA Performance Benchmarking

NVIDIA Performance Benchmarking is a suite of tools, recipes, and services that take the guesswork out of measuring performance of AI workloads and infrastructure. NVIDIA Performance Benchmarking provides a standardized and objective means of gauging performance across platforms, essential to optimizing AI workloads and speeding outcomes.

How Well Does Your Infrastructure Perform for the Latest AI Workloads?

Achieve higher performance of NVIDIA AI infrastructure and AI workloads with a suite of tools, recipes, and services.

Explore NVIDIA Performance Benchmarking Recipes

Optimize your AI workload with performance recipes, and quickly set up and run standardized benchmarking methodologies in your environment.

What Is NVIDIA Performance Benchmarking?

Optimize AI workload performance on any NVIDIA accelerated infrastructure with NVIDIA Performance Benchmarking’s suite of tools, services, and recipes.

Optimize AI Workloads With NVIDIA Performance Benchmarking

Using Performance Explorer, users can identify the ideal GPU count that minimizes both total training time and costs. The objective is to identify the right number of GPUs for a given workload that maximizes throughput and minimizes expenses—across projects and teams.

Features

Optimize Your AI Workloads With NVIDIA Performance Benchmarking

The Ingredients to Improve AI Workloads

Explore Performance Recipes, ready-to-use templates for evaluating the performance of specific AI workloads across hardware and software combinations.

Connect With Our Experts

Get guidance from NVIDIA advisors to benchmark and optimize your AI workloads when you join the NVIDIA Performance Benchmarking Program.

NVIDIA Exemplar Cloud

The NVIDIA Exemplar Cloud initiative raises the bar across security, usability, performance, and resiliency, matching NVIDIA’s cloud reference architecture, DGX Cloud.

Benefits

Improve AI Workload Performance Across Platforms

Get the most out of your AI workload environments and unlock the full potential of your AI infrastructure with NVIDIA Performance Benchmarking.

Measure True AI Workload TCO

Determine which platform can deliver the fastest time to train or desired GPU scale and at what cost using real-time and end-to-end performance data.

Accelerate AI Outcomes

Tune and optimize your AI workloads according to end-to-end metrics tailored to the performance of modern generative AI applications.

Benchmark Beyond the FLOPS

Evaluate beyond the GPUs, including infrastructure software, cloud platforms, and application configurations, to gain a holistic view of workload performance.

Align to a Definition of “Good”

Get a standardized and objective means of gauging platform performance, and understand the expected performance for given workloads or use cases.

Resources

Learn More About NVIDIA Performance Benchmarking

Next Steps

Ready to Get Started?

Supercharge AI workloads on NVIDIA AI infrastructure with NVIDIA Performance Benchmarking Recipes.

Become an Exemplar Cloud

Achieve optimal AI workload performance per TCO in partnership with NVIDIA with data-driven validated benchmarks.

Explore NVIDIA Cloud Accelerator Documentation

Access technical documentation about NVIDIA Cloud Accelerator.