Nvidia patents tool to compare performance of AI agents from different frameworks
Nvidia describes a system that takes AI agent workflows built with various software frameworks and wraps them in a standard format. It then tracks how these agents run to generate performance data, allowing developers to compare their efficiency and adjust settings accordingly.
In the filing’s own words
An AI agent system processes multiple AI agent workflows created with different frameworks, providing standardized abstractions and formatting functions. The toolkit generates instrumentation data and performance efficiency metrics for the workflows based on execution events, and outputs these metrics in a standardized format, allowing for efficient comparison and analysis of the workflows' performance.
What exactly they claim (claim 1)
1. One or more processors comprising processing circuitry to perform operations comprising: receiving, by an artificial intelligence (AI) agent system, one or more AI agent workflows created using different AI agent frameworks, the AI agent system configured to provide AI framework-agnostic abstractions of the one or more AI agent workflows by wrapping individual functions with standardized schemas and descriptions; generating, by the AI agent system, instrumentation data for the one or more AI agent workflows based on one or more execution events of the one or more AI agent workflows; and adjusting, by the AI agent system, a deployment configuration for the one or more AI agent workflows based on one or more performance efficiency metrics generated from the instrumentation data.
Facts
- Company
- Nvidia (NVIDIA Corporation)
- Official title
- OFFLINE INFERENCE PERFORMANCE ANALYSIS OF AGENT WORKFLOWS
- Publication number
- US20260278412A1
- Application number
- 19359268
- Filed
- Oct 15, 2025
- Published
- Sep 17, 2026
- Inventors
- 2
- Claims
- 20
Classified under
G06N 5/027 Physics & computingG06N 5/043 Physics & computingMore from Nvidia in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.