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Fix up docs for MLContext #7334

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Merged
ericstj merged 3 commits into from
Dec 16, 2024

text class and sentence similarity trainers

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Merged

Fix up docs for MLContext #7334

text class and sentence similarity trainers
608bd92
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Build Analysis / Build Analysis succeeded Dec 16, 2024 in 0s

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‼️ Build Analysis Check Result has been manually overridden

  • The build analysis check result has been updated by the user for the following reason: test failure is https://github.com//issues/7339
  • The check result has changed from Failure to Success

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Build Failures

MachineLearning-CI / Windows_cross_arm64_Net6 / Windows_cross_arm64_Net6 Debug_Build / Run Helix Tests

[ 🚧 Report infrastructure issue] [ 📄 Report repository issue]
    ❌Cmd.exe exited with code '1'.

Test Failures (2 tests failed)

🔹 [All failing tests from MachineLearning-CI]

    ❌ Microsoft.ML.OnnxTransformerTest.WorkItemExecution [Console] [Details] [Artifacts] [4.68% failure rate]
    [ 🚧 Report test infrastructure issue] [ 📄 Report test repository issue]
    This is a helix work item crash with status: BadExit. To investigate look the [Console log] / navigate to [Helix Artifacts]

    Failing Configuration
    ❌ Microsoft.ML.Tests.DnnImageFeaturizerTests.TestDnnImageFeaturizer [Console] [Details] [Artifacts] [0.33% failure rate]
    [ 🚧 Report test infrastructure issue] [ 📄 Report test repository issue]

    Failing Configuration
    Exception Message
    System.InvalidOperationException : Error during class instantiation
---- System.Reflection.TargetInvocationException : Exception has been thrown by the target of an invocation.
-------- System.InvalidOperationException : Error during class instantiation
------------ System.Reflection.TargetInvocationException : Exception has been thrown by the target of an invocation.
---------------- System.InvalidOperationException : Error initializing model :Microsoft.ML.OnnxRuntime.OnnxRuntimeException: [ErrorCode:Fail] inference_session.cc:1357 onnxruntime::InferenceSession::LoadOrtModelWithLoader ORT model verification failed.
   at Microsoft.ML.OnnxRuntime.InferenceSession.Init(String modelPath, SessionOptions options, PrePackedWeightsContainer prepackedWeightsContainer)
   at Microsoft.ML.OnnxRuntime.InferenceSession..ctor(String modelPath, SessionOptions options)
   at Microsoft.ML.Transforms.Onnx.OnnxModel..ctor(IHostEnvironment env, String modelFile, Nullable`1 gpuDeviceId, Boolean fallbackToCpu, Boolean ownModelFile, IDictionary`2 shapeDictionary, Int32 recursionLimit, Nullable`1 interOpNumThreads, Nullable`1 intraOpNumThreads) in D:\a\_work\1\s\src\Microsoft.ML.OnnxTransformer\OnnxUtils.cs:line 242
   at Microsoft.ML.Transforms.Onnx.OnnxModel.CreateFromBytes(Byte[] modelBytes, IHostEnvironment env, Nullable`1 gpuDeviceId, Boolean fallbackToCpu, IDictionary`2 shapeDictionary, Int32 recursionLimit) in D:\a\_work\1\s\src\Microsoft.ML.OnnxTransformer\OnnxUtils.cs:line 410
   at Microsoft.ML.Transforms.Onnx.OnnxTransformer..ctor(IHostEnvironment env, Options options, Byte[] modelBytes) in D:\a\_work\1\s\src\Microsoft.ML.OnnxTransformer\OnnxTransform.cs:line 280
-------------------- Microsoft.ML.OnnxRuntime.OnnxRuntimeException : [ErrorCode:Fail] inference_session.cc:1357 onnxruntime::InferenceSession::LoadOrtModelWithLoader ORT model verification failed.
    CallStack
       at Microsoft.ML.Runtime.ComponentCatalog.LoadableClassInfo.CreateInstanceCore(Object[] ctorArgs) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 252
   at Microsoft.ML.Runtime.ComponentCatalog.LoadableClassInfo.CreateInstance(IHostEnvironment env, Object args, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 277
   at Microsoft.ML.Runtime.ComponentCatalog.TryCreateInstance[TRes](IHostEnvironment env, Type signatureType, TRes& result, String name, String options, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 1028
   at Microsoft.ML.Runtime.ComponentCatalog.TryCreateInstance[TRes,TSig](IHostEnvironment env, TRes& result, String name, String options, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 993
   at Microsoft.ML.ModelLoadContext.TryLoadModelCore[TRes,TSig](IHostEnvironment env, TRes& result, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\Data\ModelLoading.cs:line 252
   at Microsoft.ML.ModelLoadContext.TryLoadModel[TRes,TSig](IHostEnvironment env, TRes& result, RepositoryReader rep, Entry ent, String dir, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\Data\ModelLoading.cs:line 164
   at Microsoft.ML.ModelLoadContext.LoadModel[TRes,TSig](IHostEnvironment env, TRes& result, RepositoryReader rep, Entry ent, String dir, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\Data\ModelLoading.cs:line 182
   at Microsoft.ML.ModelLoadContext.LoadModelOrNull[TRes,TSig](IHostEnvironment env, TRes& result, RepositoryReader rep, String dir, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\Data\ModelLoading.cs:line 94
   at Microsoft.ML.ModelLoadContext.LoadModel[TRes,TSig](IHostEnvironment env, TRes& result, RepositoryReader rep, String dir, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\Data\ModelLoading.cs:line 121
   at Microsoft.ML.ModelOperationsCatalog.Load(Stream stream, DataViewSchema& inputSchema) in D:\a\_work\1\s\src\Microsoft.ML.Data\Model\ModelOperationsCatalog.cs:line 163
   at Microsoft.ML.RunTests.TestDataPipeBase.TestEstimatorCore(IEstimator`1 estimator, IDataView validFitInput, IDataView validTransformInput, IDataView invalidInput, IDataView validForFitNotValidForTransformInput, Boolean shouldDispose) in D:\a\_work\1\s\test\Microsoft.ML.TestFramework\DataPipe\TestDataPipeBase.cs:line 88
   at Microsoft.ML.Tests.DnnImageFeaturizerTests.TestDnnImageFeaturizer() in D:\a\_work\1\s\test\Microsoft.ML.OnnxTransformerTest\DnnImageFeaturizerTest.cs:line 83
----- Inner Stack Trace -----
   at System.RuntimeMethodHandle.InvokeMethod(Object target, Span`1& arguments, Signature sig, Boolean constructor, Boolean wrapExceptions)
   at System.Reflection.RuntimeMethodInfo.Invoke(Object obj, BindingFlags invokeAttr, Binder binder, Object[] parameters, CultureInfo culture)
   at Microsoft.ML.Runtime.ComponentCatalog.LoadableClassInfo.CreateInstanceCore(Object[] ctorArgs) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 247
----- Inner Stack Trace -----
   at Microsoft.ML.Runtime.ComponentCatalog.LoadableClassInfo.CreateInstanceCore(Object[] ctorArgs) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 252
   at Microsoft.ML.Runtime.ComponentCatalog.LoadableClassInfo.CreateInstance(IHostEnvironment env, Object args, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 277
   at Microsoft.ML.Runtime.ComponentCatalog.TryCreateInstance[TRes](IHostEnvironment env, Type signatureType, TRes& result, String name, String options, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentModel\ComponentCatalog.cs:line 1028
   at Microsoft.ML.Runtime.ComponentCatalog.TryCreateInstance[TRes,TSig](IHostEnvironment env, TRes& result, String name, String options, Object[] extra) in D:\a\_work\1\s\src\Microsoft.ML.Core\ComponentMod

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