Introduction to CUDA Programming for Python Developers

GPU architecture enables massive parallel processing through thousands of CUDA cores, contrasting with CPU's sequential processing capabilities. CUDA programming provides a platform for developers to harness GPU's parallel power through kernel functions and thread management. The document explores memory management, shared memory optimization, and practical applications in LLM workloads like FlashAttention.