Machine Learning Inference

GPU MODE

Lecture 112: Production Megakernels for Real-World Inference

Mega kernels fuse entire forward passes into one persistent kernel, eliminating traditional GPU overheads like global synchronization and SRAM clearing. This enables fine-grained scheduling by allowing cores to dynamically pick up slack from slower units.