{"product_id":"cuda-for-deep-learning-elliot-arledge-9781633434899","title":"Cuda for Deep Learning","description":"\u003cb\u003eGet the eBook free when you register your print book at Manning.\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003eCUDA (Compute Unified Device Architecture) provides a powerful parallel programming model AI engineers can use to tap the massive processing power of NVIDIA GPUs. CUDA delivers direct control, debugging power, and acceleration at the GPU level that can't be matched by other types of optimizations. \u003cp\u003e\u003c\/p\u003eThis book shows you how to work within the CUDA ecosystem, from your first kernel to implementing advanced LLM features like Flash Attention. You'll learn to profile with Nsight Compute, identify bottlenecks, and understand why each optimization works. By solving problems at multiple levels of abstraction, you'll develop a deep understanding of CUDA, along with a practical mastery of kernel-building skills. Written for the latest NVIDIA hardware, the book builds a deep understanding of CUDA fundamentals that will stay relevant as chips upgrade and evolve. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eWhat's inside\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e - 56 kernels to utilize in your models\u003cbr\u003e - PyTorch C++ extension pipeline for integrating custom kernels\u003cbr\u003e - Exploit advanced NVIDIA GPU features (Ampere, Hopper, Blackwell)\u003cbr\u003e - Build backpropagation from scratch, ending with a single-file MNIST MLP \u003cp\u003e\u003c\/p\u003e\u003cb\u003eAbout the reader\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e For software and AI engineers comfortable with C\/C++. No prior CUDA experience required. \u003cp\u003e\u003c\/p\u003e \u003cb\u003eAbout the author\u003c\/b\u003e \u003cp\u003e\u003c\/p\u003e \u003cb\u003eElliot Arledge\u003c\/b\u003e created the 12-hour CUDA course and the 6-hour LLM from Scratch course for FreeCodeCamp, and consults on deep learning performance.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Elliot Arledge\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1633434893\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781633434899\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Manning Publications\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/27\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 375\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.99lbs","brand":"Elliot Arledge","offers":[{"title":"Paperback","offer_id":48748326650111,"sku":"9781633434899","price":69.99,"currency_code":"USD","in_stock":false}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/cuda-for-deep-learning-elliot-arledge-9781633434899","provider":"WR Book House","version":"1.0","type":"link"}