spcl
@spcl Organization
26 Skills
104 Total Stars
September 2026 Joined
Public Skills
python-to-numpy
by spcl
Write or de-pythonize an HPCAgent-Bench kernel into canonical numpy -- ndarray-and-scalar only, sizes from manifest symbols, buffer-out signature, and a proof that the numbers did not move.
pytorch-to-numpy
by spcl
Translate a KernelBench PyTorch model into numpy -- the torch-specific step in front of the python-to-numpy contract, which carries everything else.