feat: make the harness backend-agnostic

Everything about which accelerator a run targets was previously spelled CUDA:
device discovery went through nvidia-smi, pinning through CUDA_VISIBLE_DEVICES,
the vendor guard only recognised NVIDIA, and the -p plugin list was hardcoded in
run_pytest.sh with no way to drop the CUDA-only members. Running the same
operator corpus on another vendor's device therefore meant editing the drivers.

The selection now hangs off one ZL_BACKEND variable (cuda/musa/rocm/ascend, with
the usual aliases):

- backends/ owns per-backend device enumeration, visibility env keys and
  capability flags, so nothing above it names a vendor;
- plugin_plan.py derives the -p list from those capabilities instead of a
  hardcoded array, which is what lets a non-CUDA run omit the graph-capture and
  cluster-fix plugins rather than watch them fail;
- _timing_plugin selects the timer from the same capabilities: CUDA keeps
  graph capture with its per-shape fallback, other backends stay on upstream
  do_bench and record timer=direct, because capture-then-fallback on a device
  without graph support only produces noise;
- _device_setup_plugin replaces the NVIDIA-only vendor guard;
- providers/flaggems.py resolves the pytest node, so a caller may pass TEST_NODE
  directly instead of the OP/OP_FILE pair, and SHAPE_MODE=upstream can defer to
  FlagGems' own core_shapes;
- _run_identity.py writes run_identity.json next to each run, recording backend,
  device, timer, autotune mode and the resolved test node. Two runs whose
  calibers differ are otherwise indistinguishable after the fact.

run_batch gains --backend and --devices (--gpus kept as an alias) and carries
backend/device/timer into ops_status.csv. test_backends.py covers the registry,
alias resolution, visibility env and plugin planning.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
This commit is contained in:
AharrypotterandClaude Opus 5 committed 2026-09-09 16:39:14 +08:00
1 parent 35a928a516
commit c8ea586d0f
24 files changed
+1448 -159

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@@ -402,17 +402,33 @@ def _dump_ttgir(cache_dir: str, dump_dir: str) -> None:
def pytest_configure(config):
global _dump_enabled
import triton
import triton.runtime.autotuner as _autotuner
from _term_style import tag
try:
import triton
import triton.runtime.autotuner as _autotuner
except Exception as exc:
print(f"{tag('[ir-meta-plugin]')} Triton knobs unavailable ({exc}); "
"IR collection disabled", file=sys.stderr, flush=True)
return
if not hasattr(triton, "knobs"):
print(f"{tag('[ir-meta-plugin]')} triton.knobs missing; "
"IR collection disabled", file=sys.stderr, flush=True)
return
prev = triton.knobs.compilation.listener
try:
compilation = triton.knobs.compilation
prev = compilation.listener
except Exception as exc:
print(f"{tag('[ir-meta-plugin]')} compilation listener unavailable "
f"({exc}); IR collection disabled", file=sys.stderr, flush=True)
return
if prev is None:
triton.knobs.compilation.listener = _compile_listener
compilation.listener = _compile_listener
else:
def chained(**kwargs):
prev(**kwargs)
_compile_listener(**kwargs)
triton.knobs.compilation.listener = chained
compilation.listener = chained
dump_dir = os.environ.get(_DUMP_DIR_ENV, "").strip()
if dump_dir: