Description
Product Category: Best Practices Guides
Format: PDF
Best Practices for Accelerating AI with Hardware Optimization
Hardware optimization is fundamental to achieving peak performance in AI systems, particularly for large-scale training and inference operations. As AI models grow in complexity, choosing and configuring the suitable hardware accelerators becomes increasingly critical for maintaining efficient operations. This guide provides comprehensive best practices for leveraging specialized hardware accelerators like GPUs, TPUs, and FPGAs to maximize AI performance while managing costs and resources effectively. These practices cover everything from hardware selection to optimization techniques that ensure maximum utilization of available computing resources.
Paid subscribers can login and download the PDF file. In addition to this, there are 100 other Best Practices guides in this series. For a complete list of Best Practices, please visit https://www.kognition.info/best-practices-guides/
