HPC for Generative AI Engineers: C++ & Rust Custom Kernel Development
Master the art of accelerating Generative AI models by developing and optimizing custom GPU kernels in C++ and Rust, and seamlessly integrating them into your AI workflows.
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GPU Architecture & C++ Custom Kernel Fundamentals for Generative AI
Unit 1: GPU Architecture & Parallel Computing Basics
Unit 2: C++ Custom Kernel Development with CUDA
Unit 3: Optimizing Generative AI Operations
Unit 4: Performance Profiling & Advanced Optimizations
Rust Custom Kernels & Advanced Integration for Generative AI Workflows
Unit 1: Rust for GPU: The Basics
Unit 2: Optimizing Generative AI Operations in Rust