Swift Package IndexBuild Information
Successful build of SwiftSci, reference v3.12.0 (3c5317), with Swift 6.3 for macOS (SPM) on 31 Oct 2026 05:06:45 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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RunAll
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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: v3.12.0
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/Nodibell/SwiftSci
* tag v3.12.0 -> FETCH_HEAD
HEAD is now at 3c5317d docs(benchmarks): update README, PERFORMANCE, and ACCURACY with audited 3.12.0 benchmark results
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Cloned https://github.com/Nodibell/SwiftSci.git
Revision (git rev-parse @):
3c5317de0a39822130d8c59efd405346b1fe7f3e
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/Nodibell/SwiftSci.git at v3.12.0
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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
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[554/611] Compiling SwiftPreprocessing StratifiedKFold.swift
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[588/611] Emitting module SwiftForecast
[593/677] Compiling SwiftCluster TSNE.swift
[594/678] Compiling SwiftCluster HNSWIndex.swift
[595/678] Emitting module SwiftML
[596/683] Compiling SwiftCluster resource_bundle_accessor.swift
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[598/683] Compiling SwiftML MLPPredictionInput.swift
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[613/683] Emitting module SwiftCluster
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[629/683] Compiling SwiftML Losses.swift
[630/683] Compiling SwiftML MultiLabelClassifier.swift
[631/683] Compiling SwiftML MultiOutputRegressor.swift
[632/683] Compiling SwiftML CoreMLArrayFeature.swift
[633/683] Compiling SwiftML CoreMLBatchPipeline.swift
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[643/683] Compiling SwiftML CoreMLProtobuf.swift
[644/683] Compiling SwiftML ONNXExporter.swift
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[647/683] Compiling SwiftVisualization SwiftSciChartView.swift
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[650/683] Emitting module SwiftVisualization
[655/683] Compiling SwiftML MLPBatchedPrediction.swift
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[669/763] Compiling SwiftExplain resource_bundle_accessor.swift
[670/763] Compiling SwiftOptimize resource_bundle_accessor.swift
[671/763] Compiling SwiftWorkflow PCAClassificationWorkflow.swift
[672/763] Emitting module SwiftWorkflow
[673/763] Compiling SwiftOptimize ValidationFolds.swift
[674/763] Emitting module SwiftSciCLI
[675/763] Compiling SwiftSciCLI SwiftSciCLI.swift
[676/763] Compiling SwiftOptimize GridSearchCV.swift
[676/763] Write Objects.LinkFileList
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[681/763] Compiling SwiftNLP NLSentimentAnalyzer.swift
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[693/767] Compiling SwiftOptimize EvaluationHarness.swift
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[695/767] Compiling SwiftExplain LIME.swift
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[697/767] Emitting module SwiftExplain
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[703/767] Compiling SwiftNLP RegexTokenizer.swift
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[725/770] Compiling SwiftNLP DataFrame+NLP.swift
[726/770] Emitting module SwiftNLP
[727/770] Compiling SwiftNLP ComplementNaiveBayes.swift
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[729/770] Compiling SwiftNLP MultinomialNaiveBayes.swift
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[732/770] Compiling SwiftVision YOLOWeightLoader.swift
[733/771] Compiling SwiftDatabase DatabaseConnection.swift
[734/771] Compiling SwiftDatabase resource_bundle_accessor.swift
[735/771] Emitting module SwiftDatabase
[736/771] Emitting module SwiftVision
[737/771] Compiling SwiftVision resource_bundle_accessor.swift
[744/771] Compiling ScientificWorkflow ScientificWorkflow.swift
[745/771] Compiling ScientificWorkflow resource_bundle_accessor.swift
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[753/771] Compiling SwiftNLP TextNormalizer.swift
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[756/785] Compiling SwiftLLM PagedKVCache.swift
[757/785] Compiling SwiftLLM QuantizedLinear.swift
[758/785] Compiling SwiftLLM KVCache.swift
[759/785] Compiling SwiftLLM LLMModel.swift
[760/785] Compiling SwiftLLM GGUFParser.swift
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[762/785] Compiling SwiftLLM SafeTensorsParser.swift
[763/785] Compiling SwiftLLM RoPEEmbedding.swift
[764/785] Compiling SwiftLLM TransformerDecoder.swift
[765/785] Compiling SwiftLLM Sampler.swift
[766/786] Compiling SwiftLLM GroupedQueryAttention.swift
[767/786] Compiling SwiftLLM JSONGrammarDecoder.swift
[772/786] Emitting module SwiftLLM
[773/786] Compiling SwiftLLM QuantizedTensor.swift
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[777/796] Compiling SwiftAgent resource_bundle_accessor.swift
[778/796] Compiling SwiftAgent SwiftSciToolbox.swift
[778/796] Linking swiftsci
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[787/796] Emitting module SwiftAgent
[788/796] Compiling SwiftAgent ReActAgent.swift
[789/851] Compiling SwiftSciBenchmarks MLBenchmarks.swift
[790/851] Compiling SwiftSciBenchmarks StatsBenchmarks.swift
[791/852] Compiling SwiftSciBenchmarks LLMBenchmarks.swift
[792/852] Compiling SwiftSciBenchmarks ExtensionBenchmarks.swift
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[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
[800/856] Linking ScientificWorkflow
[802/856] Compiling SwiftSciBenchmarkWorker APIWorkloads.swift
[803/856] Compiling SwiftSciBenchmarkWorker BoundarySweepWorkloads.swift
[803/856] Applying ScientificWorkflow
[805/856] Compiling SwiftSciBenchmarkWorker BoundedCoreMLWorkflow.swift
[806/856] Compiling SwiftSciBenchmarkWorker BoundedSourceLifetime.swift
[807/856] Compiling SwiftSciBenchmarkWorker CSVContract.swift
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[809/856] Compiling SwiftSciBenchmarkWorker CoreMLComputePlan.swift
[810/856] Compiling SwiftSciBenchmarkWorker CoreMLConcurrency.swift
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[813/856] Compiling SwiftSciBenchmarkWorker CoreMLPreparedWorkflow.swift
[814/856] Compiling SwiftSciBenchmarkWorker CoreMLProgramArtifact.swift
[815/856] Emitting module SwiftSciBenchmarkWorker
[818/856] Compiling SwiftSciBenchmarkWorker BoundaryWorkloads.swift
[819/856] Compiling SwiftSciBenchmarkWorker BoundedCoreMLShutdown.swift
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[834/856] Compiling SwiftSciBenchmarkWorker CoreMLQualification.swift
[835/856] Compiling SwiftSciBenchmarkWorker CoreMLQualificationFixture.swift
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[847/856] Compiling SwiftSciBenchmarkWorker Worker.swift
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[849/856] Emitting module SwiftSciBenchmarks
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[852/856] Linking SwiftSciBenchmarkWorker
[853/856] Applying SwiftSciBenchmarkWorker
[854/856] Linking SwiftSciBenchmarks
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22 | platforms: [
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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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