Swift Package IndexBuild Information
Successful build of SwiftSci, reference main (6fa3b8), with Swift 6.3 for macOS (SPM) on 31 Oct 2026 05:12:48 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-26.5.0.app xcrun swift build --arch arm64Build Log
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Builder version: 5.1.4
Interrupt handler set up.
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Checkout
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Clone URL: https://github.com/Nodibell/SwiftSci.git
Reference: main
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/Nodibell/SwiftSci
* branch main -> FETCH_HEAD
* [new branch] main -> origin/main
HEAD is now at 6fa3b88 docs: add missing newlines to documentation markdown files
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Cloned https://github.com/Nodibell/SwiftSci.git
Revision (git rev-parse @):
6fa3b88090181762d0b76407024c2a738d81c3c9
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/Nodibell/SwiftSci.git at main
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Build
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Selected platform: macosSpm
Swift version: 6.3
Building package at path: $PWD
https://github.com/Nodibell/SwiftSci.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.5.0.app xcrun swift build --arch arm64
[1/1] Compiling plugin Swift-DocC Preview
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[292/327] Emitting module ArgumentParserToolInfo
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[549/610] Compiling SwiftPreprocessing StratifiedKFold.swift
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[562/610] Compiling SwiftPreprocessing ExecutionDevice.swift
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[577/611] Compiling SwiftPreprocessing SparseMatrix.swift
[578/611] Compiling SwiftPreprocessing StandardIndexedPreprocessingRowWriter.swift
[589/611] Emitting module SwiftForecast
[592/627] Compiling SwiftForecast resource_bundle_accessor.swift
[593/677] Compiling SwiftCluster HNSWIndex.swift
[594/677] Compiling SwiftCluster TSNE.swift
[595/678] Compiling SwiftML FittedMLPPredictor.swift
[596/678] Compiling SwiftML GradientBoosting.swift
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[602/678] Compiling SwiftML DataFrame+ML.swift
[603/678] Compiling SwiftML DatasetUtilities.swift
[604/678] Emitting module SwiftCluster
[605/678] Compiling SwiftML EstimatorPipeline.swift
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[607/678] Compiling SwiftML ProbabilityCalibration.swift
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[609/678] Compiling SwiftML MLPSourceOrderedPrediction.swift
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[617/683] Compiling SwiftML Losses.swift
[618/683] Compiling SwiftML MultiLabelClassifier.swift
[619/683] Compiling SwiftML MultiOutputRegressor.swift
[620/683] Compiling SwiftML CoreMLMatrixInputPreparation.swift
[621/683] Compiling SwiftML CoreMLMatrixPool.swift
[622/683] Compiling SwiftML CoreMLMatrixRequest.swift
[623/683] Compiling SwiftML CoreMLPredictionSession.swift
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[626/683] Compiling SwiftML CoreMLBatchPipeline.swift
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[628/683] Compiling SwiftML CoreMLBatchPipelineSession.swift
[629/683] Compiling SwiftML CoreMLBatchPipelineWindow.swift
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[631/683] Compiling SwiftML CoreMLExportable.swift
[632/683] Compiling SwiftML CoreMLExporter.swift
[633/683] Compiling SwiftML CoreMLMatrixBuffers.swift
[634/683] Compiling SwiftML CoreMLMatrixConversion.swift
[635/683] Emitting module SwiftML
[642/683] Compiling SwiftVisualization resource_bundle_accessor.swift
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[644/683] Compiling SwiftVisualization SwiftSciChartView.swift
[645/683] Emitting module SwiftVisualization
[646/683] Compiling SwiftML CoreMLPreparedMatrix.swift
[647/683] Compiling SwiftML CoreMLProtobuf.swift
[648/683] Compiling SwiftML ONNXExporter.swift
[649/683] Compiling SwiftML ProtobufWriter.swift
[650/683] Compiling SwiftML resource_bundle_accessor.swift
[651/683] Compiling SwiftML MLPIndexedPreprocessing.swift
[652/683] Compiling SwiftML MLPPredictionInput.swift
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[657/683] Compiling SwiftML LinearSVC.swift
[658/683] Compiling SwiftML LinearSVCOneVsRest.swift
[659/683] Compiling SwiftML LogisticRegression.swift
[660/683] Compiling SwiftML MLP.swift
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[669/763] Compiling SwiftExplain resource_bundle_accessor.swift
[670/763] Compiling SwiftOptimize resource_bundle_accessor.swift
[671/763] Compiling SwiftNLP NLPError.swift
[672/763] Compiling SwiftNLP SwiftCluster+NLP.swift
[673/763] Compiling SwiftNLP SwiftExplain+NLP.swift
[674/763] Compiling SwiftNLP SwiftLLM+NLP.swift
[675/767] Compiling SwiftWorkflow PCAClassificationWorkflow.swift
[676/767] Emitting module SwiftWorkflow
[677/767] Compiling SwiftOptimize ValidationFolds.swift
[678/767] Emitting module SwiftSciCLI
[679/767] Compiling SwiftSciCLI SwiftSciCLI.swift
[680/767] Compiling SwiftOptimize GridSearchCV.swift
[681/767] Compiling SwiftOptimize RandomizedSearchCV.swift
[681/767] Write Objects.LinkFileList
[683/767] Compiling SwiftOptimize KFold.swift
[684/767] Compiling SwiftOptimize TargetLeakageDetector.swift
[685/767] Compiling SwiftNLP SwiftML+NLP.swift
[686/767] Compiling SwiftNLP ColumnTextProfile.swift
[687/767] Compiling SwiftNLP CorpusLexicalProfiler.swift
[688/767] Compiling SwiftNLP NamedEntity.swift
[689/767] Compiling SwiftNLP NLSentimentAnalyzer.swift
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[693/767] Compiling SwiftOptimize Metrics.swift
[694/767] Compiling SwiftOptimize EvaluationHarness.swift
[695/767] Compiling SwiftExplain LIME.swift
[696/767] Emitting module SwiftExplain
[697/767] Compiling SwiftExplain KernelSHAP.swift
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[699/767] Emitting module SwiftOptimize
[700/767] Compiling SwiftOptimize AutoML.swift
[701/767] Compiling SwiftNLP POSTagger.swift
[702/767] Compiling SwiftNLP PorterStemmer.swift
[703/767] Compiling SwiftNLP RegexTokenizer.swift
[704/767] Compiling SwiftNLP SentenceEmbedding.swift
[705/767] Compiling SwiftNLP SentenceTokenizer.swift
[706/767] Compiling SwiftNLP TFIDFVectorizer.swift
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[708/767] Compiling SwiftNLP TokenStreamDecoder.swift
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[710/767] Compiling SwiftNLP WordEmbeddings.swift
[711/769] Compiling SwiftNLP DataFrame+ZeroShot.swift
[712/769] Compiling SwiftNLP HashingVectorizer.swift
[713/769] Compiling SwiftNLP Llama3Encoding.swift
[714/769] Compiling SwiftNLP LocalEmbeddingEngine.swift
[715/769] Compiling SwiftNLP NGramTokenizer.swift
[716/770] Compiling SwiftNLP AppleLanguageDetector.swift
[717/770] Compiling SwiftNLP AppleLemmaTagger.swift
[718/770] Compiling SwiftNLP AppleNLEmbedding.swift
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[723/770] Compiling SwiftNLP ChatTemplate.swift
[724/770] Compiling SwiftNLP CountVectorizer.swift
[725/770] Compiling SwiftNLP DataFrame+NLP.swift
[726/770] Emitting module SwiftNLP
[727/770] Compiling SwiftNLP ComplementNaiveBayes.swift
[728/770] Compiling SwiftNLP ComplementNaiveBayesClassifier.swift
[729/770] Compiling SwiftNLP MultinomialNaiveBayes.swift
[730/770] Compiling SwiftNLP NaiveBayesClassifier.swift
[731/770] Compiling SwiftNLP ZeroShotTextClassifier.swift
[732/770] Compiling SwiftVision YOLOWeightLoader.swift
[733/771] Emitting module SwiftDatabase
[734/771] Compiling SwiftDatabase DatabaseConnection.swift
[735/771] Compiling SwiftDatabase resource_bundle_accessor.swift
[736/771] Compiling SwiftVision resource_bundle_accessor.swift
[737/771] Emitting module SwiftVision
[744/771] Compiling SwiftNLP StopWords.swift
[745/771] Compiling SwiftNLP TextNormalizer.swift
[746/771] Compiling SwiftNLP WordNet.swift
[747/771] Compiling SwiftNLP resource_bundle_accessor.swift
[752/771] Emitting module ScientificWorkflow
[753/771] Compiling ScientificWorkflow ScientificWorkflow.swift
[754/771] Compiling ScientificWorkflow resource_bundle_accessor.swift
[754/771] Write Objects.LinkFileList
[756/785] Compiling SwiftLLM GroupedQueryAttention.swift
[757/785] Compiling SwiftLLM JSONGrammarDecoder.swift
[758/785] Compiling SwiftLLM KVCache.swift
[759/785] Compiling SwiftLLM LLMModel.swift
[760/785] Compiling SwiftLLM GGUFParser.swift
[761/785] Compiling SwiftLLM Generation.swift
[762/785] Emitting module SwiftLLM
[763/786] Compiling SwiftLLM RoPEEmbedding.swift
[764/786] Compiling SwiftLLM Sampler.swift
[765/786] Compiling SwiftLLM SafeTensorsParser.swift
[766/786] Compiling SwiftLLM QuantizedTensor.swift
[767/786] Compiling SwiftLLM PagedKVCache.swift
[768/786] Compiling SwiftLLM QuantizedLinear.swift
[775/786] Compiling SwiftLLM TransformerDecoder.swift
[776/786] Compiling SwiftLLM resource_bundle_accessor.swift
[777/796] Compiling SwiftAgent resource_bundle_accessor.swift
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[779/796] Compiling SwiftAgent SwiftAgentEvaluator.swift
[780/796] Compiling SwiftAgent MultiAgentOrchestrator.swift
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[782/796] Compiling SwiftAgent AgentStreamEvent.swift
[783/796] Compiling SwiftAgent AgentMemory.swift
[784/796] Compiling SwiftAgent AgentDialogueController.swift
[785/796] Compiling SwiftAgent ReActAgent.swift
[786/796] Emitting module SwiftAgent
[786/796] Linking swiftsci
[787/796] Applying swiftsci
[789/851] Compiling SwiftSciBenchmarks MLBenchmarks.swift
[790/851] Compiling SwiftSciBenchmarks LLMBenchmarks.swift
[791/851] Compiling SwiftSciBenchmarks StatsBenchmarks.swift
[792/851] Compiling SwiftSciBenchmarks ForecastBenchmarks.swift
[793/852] Compiling SwiftSciBenchmarks ExtensionBenchmarks.swift
[794/852] Compiling SwiftSciBenchmarks ExplainBenchmarks.swift
[795/852] Compiling SwiftSciBenchmarks DataFrameBenchmarks.swift
[796/852] Compiling SwiftSciBenchmarks VisionBenchmarks.swift
[797/852] Compiling SwiftSciBenchmarkWorker PersistentTrialCancellation.swift
[798/852] Compiling SwiftSciBenchmarkWorker PersistentTrialLane.swift
[799/852] Compiling SwiftSciBenchmarkWorker PersistentTrialSample.swift
[800/852] Compiling SwiftSciBenchmarkWorker PersistentTrialScope.swift
[801/856] Compiling SwiftSciBenchmarkWorker FusedCoreMLWorkflow.swift
[802/856] Compiling SwiftSciBenchmarkWorker FusedPreprocessingBenchmark.swift
[803/856] Compiling SwiftSciBenchmarkWorker FusedPreprocessingChecks.swift
[804/856] Compiling SwiftSciBenchmarkWorker FusedPreprocessingReference.swift
[805/856] Compiling SwiftSciBenchmarkWorker FusedPreprocessingTrial.swift
[805/856] Linking ScientificWorkflow
[806/856] Applying ScientificWorkflow
[808/856] Compiling SwiftSciBenchmarkWorker MixedWorkloadCancellation.swift
[809/856] Compiling SwiftSciBenchmarkWorker MixedWorkloadFixture.swift
[810/856] Compiling SwiftSciBenchmarkWorker MixedWorkloadLanes.swift
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[812/856] Compiling SwiftSciBenchmarkWorker MixedWorkloadTrial.swift
[813/856] Compiling SwiftSciBenchmarkWorker BoundedCoreMLWorkflow.swift
[814/856] Compiling SwiftSciBenchmarkWorker BoundedSourceLifetime.swift
[815/856] Compiling SwiftSciBenchmarkWorker CSVContract.swift
[816/856] Compiling SwiftSciBenchmarkWorker ControlledAPIWorkloads.swift
[817/856] Compiling SwiftSciBenchmarkWorker CoreMLComputePlan.swift
[818/856] Compiling SwiftSciBenchmarkWorker CoreMLConcurrency.swift
[819/856] Compiling SwiftSciBenchmarkWorker CoreMLConcurrencyMetrics.swift
[820/856] Compiling SwiftSciBenchmarkWorker CoreMLPersistentConcurrency.swift
[821/856] Compiling SwiftSciBenchmarkWorker CoreMLPreparedWorkflow.swift
[822/856] Compiling SwiftSciBenchmarkWorker CoreMLProgramArtifact.swift
[823/856] Emitting module SwiftSciBenchmarkWorker
[824/856] Compiling SwiftSciBenchmarkWorker APIWorkloads.swift
[825/856] Compiling SwiftSciBenchmarkWorker BoundarySweepWorkloads.swift
[826/856] Compiling SwiftSciBenchmarkWorker BoundaryWorkloads.swift
[827/856] Compiling SwiftSciBenchmarkWorker BoundedCoreMLShutdown.swift
[828/856] Compiling SwiftSciBenchmarkWorker BoundedCoreMLSource.swift
[829/856] Compiling SwiftSciBenchmarkWorker NeuralWorkloads.swift
[830/856] Compiling SwiftSciBenchmarkWorker NumericalWorkloads.swift
[831/856] Compiling SwiftSciBenchmarkWorker PersistentAdmissionTiming.swift
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[833/856] Compiling SwiftSciBenchmarkWorker PretrainedInspection.swift
[834/856] Compiling SwiftSciBenchmarkWorker PublicWorkflows.swift
[835/856] Compiling SwiftSciBenchmarkWorker PublicWorkloads.swift
[836/856] Compiling SwiftSciBenchmarkWorker SearchExplainWorkloads.swift
[837/856] Compiling SwiftSciBenchmarkWorker CoreMLQualification.swift
[838/856] Compiling SwiftSciBenchmarkWorker CoreMLQualificationFixture.swift
[839/856] Compiling SwiftSciBenchmarkWorker CoreWorkloads.swift
[840/856] Compiling SwiftSciBenchmarkWorker DataFrameSemanticWorkloads.swift
[841/856] Compiling SwiftSciBenchmarkWorker FusedCoreMLCallers.swift
[842/856] Compiling SwiftSciBenchmarkWorker SupervisedWorkloads.swift
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[844/856] Compiling SwiftSciBenchmarkWorker VisionWorkloads.swift
[845/856] Compiling SwiftSciBenchmarkWorker Worker.swift
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[851/856] Emitting module SwiftSciBenchmarks
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[852/856] Linking SwiftSciBenchmarkWorker
[853/856] Applying SwiftSciBenchmarkWorker
[854/856] Linking SwiftSciBenchmarks
[855/856] Applying SwiftSciBenchmarks
Build complete! (151.54s)
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22 | platforms: [
23 | .iOS(.v11),
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warning: 'flatbuffers': /Users/admin/builder/spi-builder-workspace/.build/checkouts/flatbuffers/Package.swift:23:11: warning: 'v11' is deprecated: iOS 12.0 is the oldest supported version [#DeprecatedDeclaration]
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[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
warning: 'spi-builder-workspace': found 1 file(s) which are unhandled; explicitly declare them as resources or exclude from the target
/Users/admin/builder/spi-builder-workspace/Sources/SwiftLLM/Kernels/QuantizedGEMM.metal
Build complete.
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