AI Low Level Kernel and Parallel Programming

AI low-level kernel programming involves optimizing and implementing algorithms at the hardware level, specifically within the kernels of a computing system. This is critical for achieving maximum performance, especially in high-performance computing (HPC) environments and on specialized hardware such as GPUs, TPUs, and other accelerators used in AI and machine learning tasks.

​

Low-level kernel programming for AI involves a deep understanding of both the algorithms being implemented and the hardware they will run on. By optimizing these kernels, AI models can achieve much higher performance.