Overview
Faster Product Development for the Evolving AI Market
Developing an agile software stack is important for successful artificial intelligence and machine learning (AI/ML) deployment at the edge and on device. The Cadence NeuroWeave Software Development Kit (SDK) provides customers with a uniform, scalable, and configurable ML interface and tooling that significantly improves time to market and better prepares them for a continuously evolving AI market.
As new ML models are created from multiple AI frameworks that leverage the latest primitives and state-of-the-art topologies, running these models efficiently on a high-performance, up-to-date AI software stack can be a complex undertaking. With the proliferation of AI inferencing across multiple market segments, SoC designers are working harder to meet product development timelines and yet provide differentiation across their product portfolio.
![cubes image](/content/dam/cadence-www/global/en_US/images/site-images/cadence-on-cloud/cubes-three-tall.png)
Key Benefits
Leveraging Automated Toolchain to Reduce Time to Market
Pre-Silicon Simulation Environment for Evaluating AI Workloads for Vision, Audio, NLP, Robotics, Etc.
Turnkey software to enable AI inferencing for edge and on-device applications
Provide Key KPIs for AI Inferencing Deployments
Extract all the meaningful metrics for AI inferencing using cycle accurate analysis software and simulation platforms
Hardware/Software Co-Design Enablement
Enables both hardware and software tuning to deliver the best PPA to meet application-specific design goals
Features
Key Features of an Agile AI Compiler Stack
Resources
Browse Recommended Resources
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