Triton is a compiler with a Python frontend that parses a function's AST, runs it through an MLIR pipeline, and emits a GPU binary, never executing the Python function as Python. The compiler handles …
NVIDIA CUDA 13.3 introduces the clmad PTX instruction for carryless multiplication on all Ampere and newer GPUs, enabling hardware-accelerated cryptographic workloads. On the NVIDIA B200, GHASH throug…
A developer built Phobos, a tiny scale-free kernel language that compiles to PTX and runs on NVIDIA GPUs, achieving 76% of cuBLAS SGEMM performance on a 2080 SUPER. The language supports tile-DAG desi…
NVIDIA's CUDA kernel launch involves a multi-stage compilation pipeline from C++ to PTX virtual ISA to SASS machine code, followed by runtime coordination via ioctl system calls and doorbell register …
NVIDIA's CUDA compiler pipeline transforms a simple vector addition kernel from PTX virtual assembly to SASS machine code through multiple compilation stages, including LLVM-based cicc and ptxas, befo…