Swift Package IndexBuild Information
Successful build of Neuron, reference 2.2.3 (ca3695), with Swift 6.0 for macOS (SPM) on 17 Mar 2026 03:08:26 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-16.2.0.app xcrun swift build --arch arm64Build Log
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RunAll
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Builder version: 4.69.0
Interrupt handler set up.
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Checkout
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Clone URL: https://github.com/wvabrinskas/Neuron.git
Reference: 2.2.3
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/wvabrinskas/Neuron
* tag 2.2.3 -> FETCH_HEAD
HEAD is now at ca3695f Major framework upgrade: TensorStorage, pointer-based arithmetic, batching, and new layers (#159)
Cloned https://github.com/wvabrinskas/Neuron.git
Revision (git rev-parse @):
ca3695f82f562e420fde957bf913ed44cd1c6e47
SUCCESS checkout https://github.com/wvabrinskas/Neuron.git at 2.2.3
========================================
Build
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Selected platform: macosSpm
Swift version: 6.0
Building package at path: $PWD
https://github.com/wvabrinskas/Neuron.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-16.2.0.app xcrun swift build --arch arm64
[1/1] Compiling plugin Swift-DocC
[2/2] Compiling plugin Swift-DocC Preview
Building for debugging...
[2/16] Copying GPU.metal
[2/16] Write sources
[2/16] Copying print-example.png
[8/16] Write sources
[11/16] Compiling _NumericsShims _NumericsShims.c
[12/16] Write swift-version-5BDAB9E9C0126B9D.txt
[13/16] Compiling _AtomicsShims.c
[14/48] Compiling NumSwiftC numswiftc_base.c
[15/48] Compiling NumSwiftC numswiftc.c
[17/65] Compiling RealModule RealFunctions.swift
[18/66] Emitting module RealModule
[19/66] Compiling RealModule AugmentedArithmetic.swift
[20/66] Compiling NumSwift FloatContiguousArrayArithmetic.swift
[21/66] Compiling NumSwift Float16.swift
[22/66] Compiling RealModule Float16+Real.swift
[23/66] Compiling RealModule Double+Real.swift
[24/66] Compiling RealModule Float+Real.swift
[25/66] Compiling RealModule ElementaryFunctions.swift
[26/66] Compiling RealModule Real.swift
[27/66] Compiling RealModule Float80+Real.swift
[28/66] Compiling RealModule RelaxedArithmetic.swift
[29/66] Compiling Atomics UnsafeAtomicLazyReference.swift
[30/66] Compiling Atomics IntegerOperations.swift
[31/67] Compiling NumSwift NumSwift.swift
[32/67] Compiling NumSwift NumSwiftC.swift
[33/67] Compiling Atomics AtomicValue.swift
[34/67] Compiling Atomics AtomicMemoryOrderings.swift
[35/67] Compiling NumSwift Double.swift
[36/67] Compiling NumSwift Extensions.swift
[37/78] Compiling NumSwift Float16ArrayArithmetic.swift
[38/78] Compiling NumSwift Float16ContiguousArrayArithmetic.swift
[39/78] Compiling Atomics Unmanaged extensions.swift
[40/78] Compiling NumSwift FloatArithmeticBase.swift
[41/78] Compiling NumSwift FloatArrayArithmetic.swift
[42/78] Compiling NumSwift Float32.swift
[43/78] Compiling NumSwift BaseNumeric.swift
[44/78] Compiling ComplexModule Complex+AdditiveArithmetic.swift
[45/78] Compiling ComplexModule Complex+AlgebraicField.swift
[46/78] Compiling NumSwift 1DFloat.swift
[47/78] Compiling NumSwift 1DFloat16.swift
[48/78] Compiling ComplexModule Complex+StringConvertible.swift
[49/78] Compiling ComplexModule Polar.swift
[50/78] Compiling ComplexModule Complex+Numeric.swift
[51/78] Compiling ComplexModule Complex+IntegerLiteral.swift
[52/78] Compiling ComplexModule Complex+Hashable.swift
[53/78] Compiling ComplexModule Complex+Codable.swift
[54/78] Compiling ComplexModule Complex.swift
[55/79] Compiling ComplexModule Scale.swift
[56/79] Emitting module Atomics
[59/79] Compiling ComplexModule Complex+ElementaryFunctions.swift
[60/79] Emitting module ComplexModule
[61/81] Emitting module Numerics
[62/81] Compiling Numerics Numerics.swift
[63/81] Emitting module Logger
[64/81] Compiling Logger Logger.swift
[65/81] Compiling NumSwift NumSwiftC_Float16.swift
[66/82] Compiling NumSwift NumSwiftFlatPointer.swift
[67/82] Compiling NumSwift NumSwiftFlat.swift
[82/82] Emitting module NumSwift
[83/163] Emitting module Neuron
[84/171] Compiling Neuron GeLu.swift
[85/171] Compiling Neuron LeakyReLu.swift
[86/171] Compiling Neuron ReLu.swift
[87/171] Compiling Neuron SeLu.swift
[88/171] Compiling Neuron Sigmoid.swift
[89/171] Compiling Neuron Softmax.swift
[90/171] Compiling Neuron Swish.swift
[91/171] Compiling Neuron Tanh.swift
[92/171] Compiling Neuron Add.swift
[93/171] Compiling Neuron Augmenter.swift
[94/171] Compiling Neuron Mixup.swift
[95/171] Compiling Neuron Constants.swift
[96/171] Compiling Neuron Dataset.swift
[97/171] Compiling Neuron CPU.swift
[98/171] Compiling Neuron Devices.swift
[99/171] Compiling Neuron GPU.swift
[100/171] Compiling Neuron BufferPool.swift
[101/171] Compiling Neuron MetalContext.swift
[102/171] Compiling Neuron Accuracy.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[103/171] Compiling Neuron VectorizableDataset.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[104/171] Compiling Neuron WGAN.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[105/171] Compiling Neuron WGANGP.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[106/171] Compiling Neuron Adam.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[107/171] Compiling Neuron CosineAnnealing.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[108/171] Compiling Neuron DecayFunction.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[109/171] Compiling Neuron ExponentialDecay.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[110/171] Compiling Neuron LossFunction.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Optimizers/LossFunction/LossFunction.swift:43:9: warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
41 |
42 | // Build result using flat storage
43 | var resultStorage = TensorStorage.create(count: depth * 1 * rows)
| `- warning: variable 'resultStorage' was never mutated; consider changing to 'let' constant
44 | let depthScalar = Tensor.Scalar(depth)
45 |
[111/171] Compiling Neuron TensorStorage+Arithmetic.swift
[112/171] Compiling Neuron TensorStorage.swift
[113/171] Compiling Neuron Tokenizing.swift
[114/171] Compiling Neuron Sequential.swift
[115/171] Compiling Neuron Trainable.swift
[116/171] Compiling Neuron BetaDistribution.swift
[117/171] Compiling Neuron Exportable.swift
[118/171] Compiling Neuron Extensions+Numbers.swift
[119/171] Compiling Neuron AvgPool.swift
[120/171] Compiling Neuron BatchNormalize.swift
[121/171] Compiling Neuron Conv2d.swift
[122/171] Compiling Neuron Dense.swift
[123/171] Compiling Neuron DepthwiseConv2d.swift
[124/171] Compiling Neuron Divide.swift
[125/171] Compiling Neuron Dropout.swift
[126/171] Compiling Neuron Embedding.swift
[127/171] Compiling Neuron Flatten.swift
[128/171] Compiling Neuron ResNet.swift
[129/171] Compiling Neuron Reshape.swift
[130/171] Compiling Neuron RexNet.swift
[131/171] Compiling Neuron Subtract.swift
[132/171] Compiling Neuron TransConv2d.swift
[133/171] Compiling Neuron LayerGroup.swift
[134/171] Compiling Neuron Classifier.swift
[135/171] Compiling Neuron GAN.swift
[136/171] Compiling Neuron RNN.swift
[137/171] Compiling Neuron GlobalAveragePool.swift
[138/171] Compiling Neuron InstanceNormalize.swift
[139/171] Compiling Neuron LSTM.swift
[140/171] Compiling Neuron LSTMCell.swift
[141/171] Compiling Neuron OutputCell.swift
[142/171] Compiling Neuron Layer.swift
[143/171] Compiling Neuron LayerNormalize.swift
[144/171] Compiling Neuron MaxPool.swift
[145/171] Compiling Neuron Multiply.swift
[146/171] Compiling Neuron Optimizer.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[147/171] Compiling Neuron RMSProp.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[148/171] Compiling Neuron SGD.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[149/171] Compiling Neuron IDGenerator.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[150/171] Compiling Neuron MetalTensorStorage.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[151/171] Compiling Neuron Tensor.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[152/171] Compiling Neuron TensorContext.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[153/171] Compiling Neuron TensorMath.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[154/171] Compiling Neuron TensorSize.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Tensor/TensorMath.swift:625:9: warning: will never be executed
622 | if val.isNormal == false {
623 | print(val)
624 | fatalError()
| `- note: a call to a never-returning function
625 | return
| `- warning: will never be executed
626 | }
627 | }
[155/171] Compiling Neuron Extensions+String.swift
[156/171] Compiling Neuron Extensions+ThreadSafety.swift
[157/171] Compiling Neuron Metrics.swift
[158/171] Compiling Neuron ModelBuilder.swift
[159/171] Compiling Neuron NormalDistribution.swift
[160/171] Compiling Neuron Storage.swift
[161/171] Compiling Neuron Vectorize.swift
[162/171] Compiling Neuron resource_bundle_accessor.swift
[163/171] Compiling Neuron ExportHelper.swift
[164/171] Compiling Neuron LayerModel.swift
[165/171] Compiling Neuron LayerModelConverter.swift
[166/171] Compiling Neuron Gradient.swift
[167/171] Compiling Neuron WelfordVariance.swift
[168/171] Compiling Neuron Importer.swift
[169/171] Compiling Neuron Remote.swift
[170/171] Compiling Neuron Initializers.swift
[171/171] Compiling Neuron Activation.swift
Build complete! (36.54s)
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"Trainable/Trainable.swift",
"Utilities/BetaDistribution.swift",
"Utilities/Exportable.swift",
"Utilities/Extensions+Numbers.swift",
"Utilities/Extensions+String.swift",
"Utilities/Extensions+ThreadSafety.swift",
"Utilities/Metrics.swift",
"Utilities/ModelBuilder.swift",
"Utilities/NormalDistribution.swift",
"Utilities/Storage.swift",
"Utilities/Vectorize.swift"
],
"type" : "library"
}
],
"tools_version" : "5.10"
}
Done.