Log out ORT session options #16259
Log out ORT session options #16259
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FYI @snnn and @pranavsharma |
… comment. Log out structured sessions options to Microsoft.ML.ONNXRuntime TraceLogging provider. This will make it easier to see session options, as the log severity level will often not be set to view what the options are in print log form. The ETW events are NOT marked as Telemetry and only for local logging.
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/azp run Linux CPU CI Pipeline,Linux CPU Minimal Build E2E CI Pipeline,Linux GPU CI Pipeline,Linux GPU TensorRT CI Pipeline,Linux OpenVINO CI Pipeline,Linux QNN CI Pipeline,MacOS CI Pipeline,Windows ARM64 QNN CI Pipeline,Windows CPU CI Pipeline |
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/azp run Windows GPU CI Pipeline,Windows GPU TensorRT CI Pipeline,onnxruntime-binary-size-checks-ci-pipeline,orttraining-linux-ci-pipeline,orttraining-linux-gpu-ci-pipeline,orttraining-ortmodule-distributed,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 9 pipeline(s). |
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Azure Pipelines successfully started running 7 pipeline(s). |
…lso log out EP Key/Value options
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/azp run Linux CPU CI Pipeline,Linux CPU Minimal Build E2E CI Pipeline,Linux GPU CI Pipeline,Linux GPU TensorRT CI Pipeline,Linux OpenVINO CI Pipeline,Linux QNN CI Pipeline,MacOS CI Pipeline,Windows ARM64 QNN CI Pipeline,Windows CPU CI Pipeline |
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/azp run Windows GPU CI Pipeline,Windows GPU TensorRT CI Pipeline,onnxruntime-binary-size-checks-ci-pipeline,orttraining-linux-ci-pipeline,orttraining-linux-gpu-ci-pipeline,orttraining-ortmodule-distributed,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 7 pipeline(s). |
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Azure Pipelines successfully started running 9 pipeline(s). |
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/azp run Linux CPU CI Pipeline,Linux CPU Minimal Build E2E CI Pipeline,Linux GPU CI Pipeline,Linux GPU TensorRT CI Pipeline,Linux OpenVINO CI Pipeline,Linux QNN CI Pipeline,MacOS CI Pipeline,Windows ARM64 QNN CI Pipeline,Windows CPU CI Pipeline |
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/azp run Windows GPU CI Pipeline,Windows GPU TensorRT CI Pipeline,onnxruntime-binary-size-checks-ci-pipeline,orttraining-linux-ci-pipeline,orttraining-linux-gpu-ci-pipeline,orttraining-ortmodule-distributed,Windows x64 QNN CI Pipeline |
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Azure Pipelines successfully started running 7 pipeline(s). |
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Azure Pipelines successfully started running 9 pipeline(s). |
…ing (#19428) ### Description Added docs for ONNX 1.17 covering logging, tracing, and QNN EP Profiling ### Motivation and Context - ONNX Logging has not been documented - ONNX Tracing with Windows has barely been documented - ONNX 1.17 has new tracing and QNN EP Profiling PRs: #16259, #18201, #18882, #19397
…er options (#19397) ### Description Add capturestate / rundown ETW support logging for session and provider options. ### Motivation and Context Follow-up to #16259 and #18882 This is very useful when you have longer running ONNX sessions which will be the case for a lot of AI workloads. That means ETW tracing may start minutes or hours after a process & session has been established. When a trace is captured, you would want to know the state of ONNX at that time. The state for ONNX is session and config options so that they show up in the trace. Tested with xperf and ORT xperf -start ort -on 3a26b1ff-7484-7484-7484-15261f42614d xperf -capturestate ort 3a26b1ff-7484-7484-7484-15261f42614d <--- Run this after session has been up for some time xperf -stop ort -d .\ort.etl <- Trace will now also have rundown events Also these will show if you use WPR [CaptureStateOnSave ](https://learn.microsoft.com/en-us/windows-hardware/test/wpt/capturestateonsave)
…er options (#19397) ### Description Add capturestate / rundown ETW support logging for session and provider options. ### Motivation and Context Follow-up to #16259 and #18882 This is very useful when you have longer running ONNX sessions which will be the case for a lot of AI workloads. That means ETW tracing may start minutes or hours after a process & session has been established. When a trace is captured, you would want to know the state of ONNX at that time. The state for ONNX is session and config options so that they show up in the trace. Tested with xperf and ORT xperf -start ort -on 3a26b1ff-7484-7484-7484-15261f42614d xperf -capturestate ort 3a26b1ff-7484-7484-7484-15261f42614d <--- Run this after session has been up for some time xperf -stop ort -d .\ort.etl <- Trace will now also have rundown events Also these will show if you use WPR [CaptureStateOnSave ](https://learn.microsoft.com/en-us/windows-hardware/test/wpt/capturestateonsave)
Description
Logs out ORT session options as INFO if LogSeverityLevel is set high enough. Also log out ORT session options on Windows if the provider is enabled. The events are not Telemetry are will be emitted for local analysis (if enabled). Microsoft.ML.ONNXRuntime - 3a26b1ff-7484-7484-7484-15261f42614d
Motivation and Context
ORT session options are key to understanding ORT behavior. This allows better diagnosability to see what the options are set to.