forked from zhoulin/zl_bench
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>
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"""Set FlagGems vendor + record backend identity before flag_gems is imported.
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Replaces the NVIDIA-only `_device_guard_plugin`. Setting GEMS_VENDOR from the
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zl_bench backend name skips FlagGems' hang-prone nvidia-smi subprocess probe
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on CUDA, and maps musa/rocm/ascend onto the matching FlagGems vendor.
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Import-time side effect is intentional: FlagGems reads GEMS_VENDOR while the
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benchmark module is being collected. Device name / arch are filled later in
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pytest_configure so import does not initialize a device context.
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"""
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from __future__ import annotations
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import os
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import sys
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from backends import get_backend
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from providers.flaggems import apply_vendor_env
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from _run_identity import update_identity
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def _setup_at_import() -> None:
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try:
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backend = get_backend()
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except Exception as exc:
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print(f"[device-setup-plugin] cannot resolve backend ({exc}); "
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"leaving GEMS_VENDOR to flag_gems",
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file=sys.stderr, flush=True)
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return
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vendor = apply_vendor_env(backend)
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os.environ["ZL_BACKEND"] = backend.name
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device = os.environ.get("ZL_DEVICE", "").strip()
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if not device:
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for key in backend.visibility_env_keys:
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raw = os.environ.get(key, "").strip()
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if raw:
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device = raw.split(",")[0].strip()
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break
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update_identity(
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backend=backend.name,
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device=device,
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flaggems_vendor=vendor or "",
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visibility_env=backend.visibility_env_keys[0] if backend.visibility_env_keys else "",
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)
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if vendor:
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from _term_style import tag
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print(f"{tag('[device-setup-plugin]')} backend={backend.name} "
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f"GEMS_VENDOR={vendor}",
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file=sys.stderr, flush=True)
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def pytest_configure(config):
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try:
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backend = get_backend()
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ident = backend.device_identity()
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update_identity(
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backend=backend.name,
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device_name=ident.get("device_name", ""),
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device_arch=ident.get("device_arch", ""),
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timer_api=ident.get("timer_api", ""),
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flaggems_vendor=ident.get("flaggems_vendor", ""),
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)
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except Exception as exc:
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from _term_style import tag
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print(f"{tag('[device-setup-plugin]')} identity probe failed ({exc})",
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file=sys.stderr, flush=True)
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_setup_at_import()
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