AI Systems Performance Engineering by Chris Fregly

AI Systems Performance Engineering by Chris Fregly

Speed is the new intelligence. AI Systems Performance Engineering by Chris Fregly, published by O'Reilly Media, is the most comprehensive guide available for engineers who need to make AI systems run faster, smarter, and more efficiently at scale. Covering the full stack from GPU architecture and CUDA programming to PyTorch optimization and distributed training, Fregly delivers the kind of deep, practical knowledge that separates senior ML engineers from the rest.

If you're training large models, deploying inference pipelines, or architecting AI infrastructure that needs to perform under real-world load, AI Systems Performance Engineering is your essential reference. Every concept is grounded in practical techniques you can apply immediately — making this the book that pays for itself the first time you cut your training costs in half.

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