Triton 3.7's new plugin extension system lets GPU kernel developers load custom MLIR compiler passes at runtime as shared libraries, eliminating the need to maintain a Triton fork. Meta's TLX extensio…
Meta's FBTriton infrastructure powers custom GPU compiler innovations like TLX and autoWS while staying synced with upstream Triton using agentic ingestion and a stratified L1/L2/L3 validation framewo…
The PyTorch-Triton 3.7 release introduces the Triton Plugin Extensions system, a framework for dynamically loading custom compiler passes, dialects, and DSL extensions into upstream Triton at runtime …
Meta researchers developed In-Kernel Broadcast Optimization (IKBO), a kernel-model-system co-design that eliminates redundant user-embedding replication during recommendation model inference. Deployed…