# Copyright (c) Advanced Micro Devices, Inc., or its affiliates. # SPDX-License-Identifier: MIT """Shared static occupancy probe for the attention parity/bench harnesses. Wraps the DSL static occupancy probe (``dsl_probes/probe_occupancy.py``, ``llvm-readelf`` on the HSACO notes -- no kernel launch, safe during the build step) so the per-arch harnesses consume one implementation instead of drifting into near-identical copies. """ from __future__ import annotations def print_occupancy(hsaco: bytes, num_warps: int, *, arch: str = "gfx950") -> None: """Print VGPR/AGPR/SGPR/LDS + coarse waves-per-CU for a compiled kernel. Static (reads the HSACO notes); no launch, so it is safe to call during the build step. ``arch`` selects the occupancy model (``gfx950`` / ``gfx942`` / ``gfx90a``); unknown values fall back to gfx950. """ try: import sys as _sys from rocke.assets import dsl_docs_dir probe_dir = ( dsl_docs_dir() / "optimization" / "utilities" / "tools" / "dsl_probes" ) if str(probe_dir) not in _sys.path: _sys.path.insert(0, str(probe_dir)) import probe_occupancy as _po # type: ignore arch_caps = getattr(_po, f"ARCH_{arch.upper()}", _po.ARCH_GFX950) notes = _po.parse_hsaco_notes(hsaco) occ = _po.estimate_occupancy( notes=notes, waves_per_wg=num_warps, arch=arch_caps ) print( f" [occupancy] vgpr={notes.get('vgpr_count')} " f"agpr={notes.get('agpr_count')} sgpr={notes.get('sgpr_count')} " f"spill={notes.get('vgpr_spill_count')} " f"lds={notes.get('lds_size')}B " f"waves/CU={occ['waves_per_cu']} wg/CU={occ['wgs_per_cu']} " f"limit={occ['limited_by']}" ) except Exception as e: # noqa: BLE001 print(f" [occupancy] unavailable: {type(e).__name__}: {e}")