test(e2e): expand winml perf coverage across EPs and devices#698
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xieofxie
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xieofxie
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## Summary
- Expands `tests/e2e/test_perf_e2e.py` with parametrized `--ep` tests
across `qnn`, `vitisai`, `openvino`, `dml`, `nv_tensorrt_rtx`,
`migraphx`, combined with `--device cpu/gpu/npu`. Adds a CPU `--monitor`
test and a new `TestPerfHuggingFace` class that runs the same EP/device
matrix against `microsoft/resnet-50` loaded via the perf command.
- Refactors duplicated CLI-invocation and result-assertion code into
`_build_perf_args`, `_assert_hw_monitor_section`, and
`_assert_monitor_result` helpers so each scenario is a few lines instead
of a hand-rolled argv list.
- Hardens `WinMLEPRegistry`: when a provider's `ensure_ready()` raises,
log a warning and skip it instead of aborting registry initialization,
so one broken EP no longer prevents the rest from being discovered.
- `tests/e2e/require_ep.py`: short-circuit `DmlExecutionProvider`
alongside `CPUExecutionProvider` since DML ships with ORT and is not
enumerated by `WinMLEPRegistry`, so `require_ep("dml")` no longer
spuriously skips.
- `WinMLSession`: drop the `WINMLSESSION_VERBOSE` env-var gating;
"Compiling for device" / "Already compiled" now log unconditionally at
INFO.
- `test_benchmark_auto`: accept that `--device auto` resolves to a
concrete `gpu`/`npu` in the output, since `resolve_device` no longer
leaves the literal `"auto"` in `benchmark_info`.
Closes #502
Closes #688
---------
Co-authored-by: hualxie <hualxie@microsoft.com>
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Summary
tests/e2e/test_perf_e2e.pywith parametrized--eptests acrossqnn,vitisai,openvino,dml,nv_tensorrt_rtx,migraphx, combined with--device cpu/gpu/npu. Adds a CPU--monitortest and a newTestPerfHuggingFaceclass that runs the same EP/device matrix againstmicrosoft/resnet-50loaded via the perf command._build_perf_args,_assert_hw_monitor_section, and_assert_monitor_resulthelpers so each scenario is a few lines instead of a hand-rolled argv list.WinMLEPRegistry: when a provider'sensure_ready()raises, log a warning and skip it instead of aborting registry initialization, so one broken EP no longer prevents the rest from being discovered.tests/e2e/require_ep.py: short-circuitDmlExecutionProvideralongsideCPUExecutionProvidersince DML ships with ORT and is not enumerated byWinMLEPRegistry, sorequire_ep("dml")no longer spuriously skips.WinMLSession: drop theWINMLSESSION_VERBOSEenv-var gating; "Compiling for device" / "Already compiled" now log unconditionally at INFO.test_benchmark_auto: accept that--device autoresolves to a concretegpu/npuin the output, sinceresolve_deviceno longer leaves the literal"auto"inbenchmark_info.Closes #502
Closes #688