16 min read
How torch.compile Generates Optimized GPU Kernels: Fusion, Tiling, and Shape Specialization
How torch.compile generates optimized GPU kernels from PyTorch eager code: kernel fusion, memory tiling, shape specialization, and the TorchInductor backend — with interactive visualizations of every transformation.