Swift Package IndexBuild Information
Successful build of Neuron, reference 2.2.3 (ca3695), with Swift 6.2 for macOS (SPM) on 17 Mar 2026 03:08:35 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-26.0.0.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
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Computed https://github.com/apple/swift-numerics at 1.1.1 (0.54s)
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Working copy of https://github.com/apple/swift-docc-plugin resolved at main (e977f65)
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Working copy of https://github.com/swiftlang/swift-docc-symbolkit resolved at 1.0.0
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Working copy of https://github.com/apple/swift-numerics resolved at 1.1.1
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Working copy of https://github.com/wvabrinskas/Logger.git resolved at 1.0.7
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Working copy of https://github.com/wvabrinskas/NumSwift.git resolved at 2.0.24
Creating working copy for https://github.com/apple/swift-atomics.git
Working copy of https://github.com/apple/swift-atomics.git resolved at 1.3.0
========================================
ResolveProductDependencies
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Resolving dependencies ...
{
"identity": ".resolve-product-dependencies",
"name": "resolve-dependencies",
"url": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies",
"version": "unspecified",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies",
"dependencies": [
{
"identity": "neuron",
"name": "Neuron",
"url": "https://github.com/wvabrinskas/Neuron.git",
"version": "unspecified",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/Neuron",
"dependencies": [
{
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"name": "NumSwift",
"url": "https://github.com/wvabrinskas/NumSwift.git",
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"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/NumSwift",
"dependencies": [
]
},
{
"identity": "logger",
"name": "Logger",
"url": "https://github.com/wvabrinskas/Logger.git",
"version": "1.0.7",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/Logger",
"dependencies": [
]
},
{
"identity": "swift-numerics",
"name": "swift-numerics",
"url": "https://github.com/apple/swift-numerics",
"version": "1.1.1",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/swift-numerics",
"dependencies": [
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},
{
"identity": "swift-atomics",
"name": "swift-atomics",
"url": "https://github.com/apple/swift-atomics.git",
"version": "1.3.0",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/swift-atomics",
"dependencies": [
]
}
]
}
]
}
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[1/16106] Fetching neuron
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Computed https://github.com/wvabrinskas/NumSwift.git at 2.0.24 (0.64s)
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Working copy of https://github.com/wvabrinskas/Logger.git resolved at 1.0.7
Creating working copy for https://github.com/wvabrinskas/Neuron.git
Working copy of https://github.com/wvabrinskas/Neuron.git resolved at 2.2.3 (ca3695f)
warning: '.resolve-product-dependencies': dependency 'neuron' is not used by any target
Found 4 product dependencies
- NumSwift
- Logger
- swift-numerics
- swift-atomics
========================================
Build
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Selected platform: macosSpm
Swift version: 6.2
Building package at path: $PWD
https://github.com/wvabrinskas/Neuron.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.0.0.app xcrun swift build --arch arm64
[1/1] Compiling plugin Swift-DocC Preview
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Building for debugging...
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[12/18] Compiling _NumericsShims _NumericsShims.c
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[50/79] Compiling NumSwift Float16ArrayArithmetic.swift
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[52/79] Compiling NumSwift FloatArithmeticBase.swift
[53/79] Compiling NumSwift FloatArrayArithmetic.swift
[54/79] Compiling ComplexModule Scale.swift
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[56/79] Compiling ComplexModule Complex+AlgebraicField.swift
[57/79] Compiling ComplexModule Complex+Codable.swift
[58/79] Emitting module ComplexModule
[59/79] Compiling ComplexModule Complex+ElementaryFunctions.swift
[60/81] Emitting module Numerics
[61/81] Compiling Numerics Numerics.swift
[62/81] Emitting module Atomics
[63/81] Compiling Logger Logger.swift
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[65/81] Compiling NumSwift NumSwiftC_Float16.swift
[66/81] Compiling NumSwift NumSwiftFlat.swift
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[82/82] Compiling NumSwift NumSwiftFlatPointer.swift
[83/163] Emitting module Neuron
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[84/171] Compiling Neuron Augmenter.swift
[85/171] Compiling Neuron Mixup.swift
[86/171] Compiling Neuron Constants.swift
[87/171] Compiling Neuron Dataset.swift
[88/171] Compiling Neuron CPU.swift
[89/171] Compiling Neuron Devices.swift
[90/171] Compiling Neuron GPU.swift
[91/171] Compiling Neuron BufferPool.swift
[92/171] Compiling Neuron MetalContext.swift
[93/171] 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 |
[94/171] 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 |
[95/171] 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 |
[96/171] 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 |
[97/171] 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 |
[98/171] 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 |
[99/171] 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 |
[100/171] 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 |
[101/171] 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 |
[102/171] Compiling Neuron ResNet.swift
[103/171] Compiling Neuron Reshape.swift
[104/171] Compiling Neuron RexNet.swift
[105/171] Compiling Neuron Subtract.swift
[106/171] Compiling Neuron TransConv2d.swift
[107/171] Compiling Neuron LayerGroup.swift
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[111/171] Compiling Neuron AvgPool.swift
[112/171] Compiling Neuron BatchNormalize.swift
[113/171] Compiling Neuron Conv2d.swift
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[118/171] Compiling Neuron Embedding.swift
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[126/171] Compiling Neuron Swish.swift
[127/171] Compiling Neuron Tanh.swift
[128/171] Compiling Neuron Add.swift
[129/171] Compiling Neuron GlobalAveragePool.swift
[130/171] Compiling Neuron InstanceNormalize.swift
[131/171] Compiling Neuron LSTM.swift
[132/171] Compiling Neuron LSTMCell.swift
[133/171] Compiling Neuron OutputCell.swift
[134/171] Compiling Neuron Layer.swift
[135/171] Compiling Neuron LayerNormalize.swift
[136/171] Compiling Neuron MaxPool.swift
[137/171] Compiling Neuron Multiply.swift
[138/171] Compiling Neuron TensorStorage+Arithmetic.swift
[139/171] Compiling Neuron TensorStorage.swift
[140/171] Compiling Neuron Tokenizing.swift
[141/171] Compiling Neuron Sequential.swift
[142/171] Compiling Neuron Trainable.swift
[143/171] Compiling Neuron BetaDistribution.swift
[144/171] Compiling Neuron Exportable.swift
[145/171] Compiling Neuron Extensions+Numbers.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
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[164/171] Compiling Neuron LayerModel.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[165/171] Compiling Neuron LayerModelConverter.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[166/171] Compiling Neuron Gradient.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[167/171] Compiling Neuron WelfordVariance.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[168/171] Compiling Neuron Importer.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[169/171] Compiling Neuron Remote.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[170/171] Compiling Neuron Initializers.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
[171/171] Compiling Neuron Activation.swift
/Users/admin/builder/spi-builder-workspace/Sources/Neuron/Export/LayerModel.swift:56:1: warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
54 |
55 |
56 | extension NumSwift.ConvPadding: Codable {
| |- warning: extension declares a conformance of imported type 'ConvPadding' to imported protocols 'Decodable', 'Encodable'; this will not behave correctly if the owners of 'NumSwift' introduce this conformance in the future
| `- note: add '@retroactive' to silence this warning
57 | private enum CodingKeys: String, CodingKey {
58 | case same
Build complete! (26.45s)
Build complete.
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Done.