Oreilly.-.AI.Systems.Performance.Engineering.Optimizing.Hardware.Software.And.Algorithms.For.Efficient.Training.And.Inference.2025.Retail.EPUB.eBook-BitBook
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■▀▀▀ ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ ░ BitBook Presents ░ ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀■
AI Systems Performance Engineering - Optimizing Hardware, Software, And
Algorithms For Efficient Training And Inference
by Chris Fregly
(c) O'Reilly Media
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DATE: 21-05-2026 ▓ SIZE: 17.12 MB ▓ PAGES: n/a
FORMAT: EPUB ▒ DISKS: 1x50.00MB ▒ EDITION: n/a
LANGUAGE: English ░ ISBN: 9798341627789 ░ REMOVED: DRM
https://www.worldcat.org/search?q=bn%3A9798341627789&fq=x0%3Abook+%2B+x4%3Adigit
■▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀■
Elevate your AI system performance capabilities with this definitive guide to
unlocking peak efficiency across every layer of your AI infrastructure. In
today's era of ever-growing generative models, AI Systems Performance
Engineering equips professionals with actionable strategies to co-optimize
hardware, software, and algorithms for high-performance and cost-effective AI
systems. Authored by Chris Fregly, a performance-focused engineering and
product leader, this comprehensive resource transforms complex systems into
streamlined, high-impact AI solutions. Inside, you'll discover step-by-step
methodologies for fine-tuning GPU CUDA kernels, PyTorch-based algorithms, and
multinode training and inference systems. You'll also master the art of
scaling GPU clusters for high performance, distributed model training jobs,
and inference servers. Codesign and optimize hardware, software, and
algorithms to achieve maximum throughput and cost savings Implement cutting-
edge inference strategies that reduce latency and boost throughput in real-
world settings Utilize industry-leading scalability tools and frameworks
Profile, diagnose, and eliminate performance bottlenecks across complex AI
pipelines Integrate full stack optimization techniques for robust, reliable
AI system performance Whether you're an engineer, researcher, or developer,
AI Systems Performance Engineering offers a holistic roadmap for building
resilient, scalable, and cost-effective AI systems that excel in both
training and inference.
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| bb-ai.sy.nfo | 9,17 KB |
| bbcmdmla.zip | 17,13 MB |