#pytorch
4 articles
Advanced
Graph Capture: TorchDynamo, AOTAutograd & Functionalization
#compiler
#pytorch
#torchdynamo
#aotautograd
#fx-graph
Advanced
IR Design (Part 1): SSA, FX IR & MLIR Dialects
#compiler
#ir
#ssa
#pytorch
#mlir
#fx-graph
#dialect
Intermediate
Panorama: The World of ML Compilers
#compiler
#pytorch
#mlir
#triton
#optimization
Advanced
Dynamic Shapes: The Full-Pipeline Challenge from Capture to Execution
#compiler
#dynamic-shapes
#symbolic-shapes
#guards
#bucketing
#pytorch