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.

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

Unit 3: Integrating Rust & C++ Kernels