Replace FloatUtils Conversion to Integral types through unions with casting - #7676

MachineLearning-CodeCoverage / Windows_x64 / Windows_x64 Build_Debug / Run All Tests.

❌Cmd.exe exited with code '1'.

MachineLearning-CI / MacOS_cross_arm64 / MacOS_cross_arm64 Debug_Build / Run Helix Tests

❌Bash exited with code '1'.

MachineLearning-CI / MacOS_cross_arm64 / MacOS_cross_arm64 Release_Build / Run Helix Tests

❌Bash exited with code '1'.

1 other jobs are failing and were not displayed due to space limitations.
Builds with failures: [MachineLearning-CodeCoverage] [MachineLearning-CI]

❌Microsoft.ML.Tests.TrainerEstimators.TrainerEstimators.SdcaLogisticRegression - SdcaLogisticRegression failing with LogLoss value above 0.5 on Apple M1

🔹 [All failing tests from MachineLearning-CI]

❌ Microsoft.ML.RunTests.TestEntryPoints.EntryPointWordEmbeddings [Console] [Details] [Artifacts] [0.25% failure rate]

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Failing Configuration

• osx.15.arm64.open

Exception Message

System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/Text/Sswe/sentiment.emd': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\n
Model file for Word Embedding transform could not be found! Please copy the model file 'sentiment.emd' from 'Text/Sswe/sentiment.emd' to '/tmp/helix/working/ABF7096F/w/A8FC0909/e/Text/Sswe'.

CallStack

   at Microsoft.ML.Transforms.Text.WordEmbeddingTransformer.EnsureModelFile(IHostEnvironment env, Int32& linesToSkip, PretrainedModelKind kind) in /Users/runner/work/1/s/src/Microsoft.ML.Transforms/Text/WordEmbeddingsExtractor.cs:line 641
   at Microsoft.ML.Transforms.Text.WordEmbeddingTransformer..ctor(IHostEnvironment env, PretrainedModelKind modelKind, ColumnOptions[] columns) in /Users/runner/work/1/s/src/Microsoft.ML.Transforms/Text/WordEmbeddingsExtractor.cs:line 190
   at Microsoft.ML.Transforms.Text.WordEmbeddingTransformer.Create(IHostEnvironment env, Options options, IDataView input) in /Users/runner/work/1/s/src/Microsoft.ML.Transforms/Text/WordEmbeddingsExtractor.cs:line 244
   at Microsoft.ML.Transforms.Text.TextAnalytics.WordEmbeddings(IHostEnvironment env, Options input) in /Users/runner/work/1/s/src/Microsoft.ML.Transforms/EntryPoints/TextAnalytics.cs:line 144
   at Microsoft.ML.RunTests.TestEntryPoints.EntryPointWordEmbeddings() in /Users/runner/work/1/s/test/Microsoft.ML.Core.Tests/UnitTests/TestEntryPoints.cs:line 4535
   at System.RuntimeMethodHandle.InvokeMethod(Object target, Void** arguments, Signature sig, Boolean isConstructor)
   at System.Reflection.MethodBaseInvoker.InvokeWithNoArgs(Object obj, BindingFlags invokeAttr)

❌ Microsoft.ML.Tokenizers.Tests.EnglishRobertaTests.TestTokenizerEncoding [Console] [Details] [Artifacts] [0.25% failure rate]

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Failing Configuration

• Windows.10.Amd64.Open

Data Driven SubResults

❌ Microsoft.ML.Tokenizers.Tests.EnglishRobertaTests.TestTokenizerEncoding(text: \"the brown fox jumped over the lazy dog!\", expectedTokens: [\"the\", \"Ġbrown\", \"Ġfox\", \"Ġjumped\", \"Ġover\", ···], expectedOffsets: [Tuple (0, 3), Tuple (3, 6), Tuple (9, 4), Tuple (13, 7), Tuple (20, 5), ···], expectedIds: [1169, 7586, 21831, 11687, 625, ···])
Exception Message

System.ArgumentOutOfRangeException : value must be non-negative
Parameter name: value

Stack Trace

   at System.Index.ThrowValueArgumentOutOfRange_NeedNonNegNumException()
   at Microsoft.ML.Tokenizers.EnglishRobertaTokenizer.ModifyTokenListOffsets(IReadOnlyList`1 tokens, Span`1 indexMapping) in D:\a\_work\1\s\src\Microsoft.ML.Tokenizers\Model\EnglishRobertaTokenizer.cs:line 913
   at Microsoft.ML.Tokenizers.EnglishRobertaTokenizer.EncodeInternal(ReadOnlySpan`1 text) in D:\a\_work\1\s\src\Microsoft.ML.Tokenizers\Model\EnglishRobertaTokenizer.cs:line 397
   at Microsoft.ML.Tokenizers.EnglishRobertaTokenizer.EncodeToTokens(String text, ReadOnlySpan`1 textSpan, EncodeSettings settings) in D:\a\_work\1\s\src\Microsoft.ML.Tokenizers\Model\EnglishRobertaTokenizer.cs:line 337
   at Microsoft.ML.Tokenizers.Tokenizer.EncodeToTokens(ReadOnlySpan`1 text, String& normalizedText, Boolean considerPreTokenization, Boolean considerNormalization) in D:\a\_work\1\s\src\Microsoft.ML.Tokenizers\Tokenizer.cs:line 166
   at Microsoft.ML.Tokenizers.Tests.EnglishRobertaTests.TestTokenizerEncoding(String text, String[] expectedTokens, ValueTuple`2[] expectedOffsets, Int32[] expectedIds) in D:\a\_work\1\s\test\Microsoft.ML.Tokenizers.Tests\EnglishRobertaTests.cs:line 179