Swift Package IndexBuild Information
Successful build of mlx-swift, reference 0.25.4 (b94473), with Swift 6.1 for macOS (SPM) on 2 Jun 2025 15:55:58 UTC.
Swift 6 data race errors: 0
Build Command
env DEVELOPER_DIR=/Applications/Xcode-16.3.0.app xcrun swift build --arch arm64 -Xswiftc -Xfrontend -Xswiftc -stats-output-dir -Xswiftc -Xfrontend -Xswiftc .stats -Xswiftc -strict-concurrency=complete -Xswiftc -enable-upcoming-feature -Xswiftc StrictConcurrency -Xswiftc -enable-upcoming-feature -Xswiftc DisableOutwardActorInference -Xswiftc -enable-upcoming-feature -Xswiftc GlobalActorIsolatedTypesUsability -Xswiftc -enable-upcoming-feature -Xswiftc InferSendableFromCapturesBuild Log
========================================
RunAll
========================================
Builder version: 4.63.1
Interrupt handler set up.
========================================
Checkout
========================================
Clone URL: https://github.com/ml-explore/mlx-swift.git
Reference: 0.25.4
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/ml-explore/mlx-swift
* tag 0.25.4 -> FETCH_HEAD
HEAD is now at b94473a partial fix for #237 -- switching Device exhausts many resources (#242)
Submodule path 'Source/Cmlx/mlx': checked out 'eaf709b83e559079e212699bfc9dd2f939d25c9a'
Submodule path 'Source/Cmlx/mlx-c': checked out '9ebe155864eab06d94ba18e01f9cb2666b2975a7'
Submodule 'submodules/mlx' (https://github.com/ml-explore/mlx) registered for path 'Source/Cmlx/mlx'
Submodule 'submodules/mlx-c' (https://github.com/ml-explore/mlx-c) registered for path 'Source/Cmlx/mlx-c'
Cloning into '/Users/admin/builder/spi-builder-workspace/Source/Cmlx/mlx'...
Cloning into '/Users/admin/builder/spi-builder-workspace/Source/Cmlx/mlx-c'...
Cloned https://github.com/ml-explore/mlx-swift.git
Revision (git rev-parse @):
b94473af8c50010edba87a48bbd60c3d7f949852
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/ml-explore/mlx-swift.git at 0.25.4
Fetching https://github.com/apple/swift-numerics from cache
Fetched https://github.com/apple/swift-numerics from cache (0.68s)
Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.0.3 (3.70s)
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.0.3
========================================
ResolveProductDependencies
========================================
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": "mlx-swift",
"name": "mlx-swift",
"url": "https://github.com/ml-explore/mlx-swift.git",
"version": "unspecified",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/mlx-swift",
"dependencies": [
{
"identity": "swift-numerics",
"name": "swift-numerics",
"url": "https://github.com/apple/swift-numerics",
"version": "1.0.3",
"path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/swift-numerics",
"dependencies": [
]
}
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}
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}
Fetching https://github.com/ml-explore/mlx-swift.git
[1/10854] Fetching mlx-swift
Fetched https://github.com/ml-explore/mlx-swift.git from cache (1.37s)
Fetching https://github.com/apple/swift-numerics from cache
Fetched https://github.com/apple/swift-numerics from cache (0.54s)
Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.0.3 (0.61s)
Creating working copy for https://github.com/ml-explore/mlx-swift.git
Working copy of https://github.com/ml-explore/mlx-swift.git resolved at 0.25.4 (b94473a)
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.0.3
warning: '.resolve-product-dependencies': dependency 'mlx-swift' is not used by any target
Found 1 product dependencies
- swift-numerics
========================================
Build
========================================
Selected platform: macosSpm
Swift version: 6.1
Building package at path: $PWD
https://github.com/ml-explore/mlx-swift.git
https://github.com/ml-explore/mlx-swift.git
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{
"c99name" : "MLX",
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"name" : "MLX",
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"product_dependencies" : [
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"Transforms+Compile.swift",
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"Transforms+Grad.swift",
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],
"target_dependencies" : [
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{
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"mlx-c/mlx/c/vector.cpp",
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"mlx-generated/binary.cpp",
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"mlx-generated/binary_two.cpp",
"mlx-generated/compiled_preamble.cpp",
"mlx-generated/conv.cpp",
"mlx-generated/copy.cpp",
"mlx-generated/fft.cpp",
"mlx-generated/gather.cpp",
"mlx-generated/gather_axis.cpp",
"mlx-generated/gemm.cpp",
"mlx-generated/gemv_masked.cpp",
"mlx-generated/hadamard.cpp",
"mlx-generated/logsumexp.cpp",
"mlx-generated/quantized.cpp",
"mlx-generated/reduce.cpp",
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"mlx-generated/scatter_axis.cpp",
"mlx-generated/softmax.cpp",
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"mlx-generated/steel_conv.cpp",
"mlx-generated/steel_conv_general.cpp",
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"mlx/mlx/backend/cpu/inverse.cpp",
"mlx/mlx/backend/cpu/jit_compiler.cpp",
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"mlx/mlx/distributed/primitives.cpp",
"mlx/mlx/distributed/ring/no_ring.cpp",
"mlx/mlx/dtype.cpp",
"mlx/mlx/dtype_utils.cpp",
"mlx/mlx/einsum.cpp",
"mlx/mlx/export.cpp",
"mlx/mlx/fast.cpp",
"mlx/mlx/fft.cpp",
"mlx/mlx/graph_utils.cpp",
"mlx/mlx/io/load.cpp",
"mlx/mlx/io/no_gguf.cpp",
"mlx/mlx/io/safetensors.cpp",
"mlx/mlx/linalg.cpp",
"mlx/mlx/ops.cpp",
"mlx/mlx/primitives.cpp",
"mlx/mlx/random.cpp",
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}
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-16.3.0.app xcrun swift build --arch arm64 -Xswiftc -Xfrontend -Xswiftc -stats-output-dir -Xswiftc -Xfrontend -Xswiftc .stats -Xswiftc -strict-concurrency=complete -Xswiftc -enable-upcoming-feature -Xswiftc StrictConcurrency -Xswiftc -enable-upcoming-feature -Xswiftc DisableOutwardActorInference -Xswiftc -enable-upcoming-feature -Xswiftc GlobalActorIsolatedTypesUsability -Xswiftc -enable-upcoming-feature -Xswiftc InferSendableFromCaptures
Building for debugging...
[0/175] Compiling error.cpp
[1/175] Write swift-version-2F0A5646E1D333AE.txt
[2/175] Compiling _NumericsShims _NumericsShims.c
[2/175] Write sources
[2/175] Write Tutorial-entitlement.plist
[2/175] Write sources
[2/175] Write Example1-entitlement.plist
[2/175] Write sources
[17/175] Compiling version.cpp
[18/175] Compiling encoder.cpp
[19/185] Compiling device.cpp
[20/185] Compiling compile.cpp
[21/185] Compiling fft.cpp
[22/185] Compiling export.cpp
[23/185] Compiling eval.cpp
[24/185] Compiling fast.cpp
[26/185] Compiling RealModule Real.swift
[27/185] Compiling RealModule Float80+Real.swift
[28/186] Compiling RealModule ElementaryFunctions.swift
[29/186] Compiling RealModule Float+Real.swift
[30/186] Compiling RealModule AugmentedArithmetic.swift
[31/186] Compiling RealModule Double+Real.swift
[32/186] Compiling RealModule ApproximateEquality.swift
[33/186] Compiling RealModule AlgebraicField.swift
[34/186] Emitting module RealModule
[35/186] Compiling RealModule Float16+Real.swift
[36/186] Compiling RealModule RealFunctions.swift
[36/186] Compiling utils.cpp
[37/186] Compiling array.cpp
[38/191] Compiling closure.cpp
[39/191] Compiling scheduler.cpp
[41/191] Compiling ComplexModule Complex.swift
[42/191] Compiling ComplexModule Differentiable.swift
[43/191] Compiling ComplexModule Arithmetic.swift
[44/191] Compiling ComplexModule ElementaryFunctions.swift
[45/191] Emitting module ComplexModule
[45/191] Compiling no_gguf.cpp
[46/191] Compiling random.cpp
[47/191] Compiling linalg.cpp
[49/193] Emitting module Numerics
[50/193] Compiling Numerics Numerics.swift
[50/193] Compiling load.cpp
[51/193] Compiling graph_utils.cpp
[52/193] Compiling fft.cpp
[53/193] Compiling primitives.cpp
[54/193] Compiling dtype.cpp
[55/193] Compiling dtype_utils.cpp
[56/193] Compiling no_ring.cpp
[57/193] Compiling einsum.cpp
[58/193] Compiling transforms.cpp
[59/193] Compiling primitives.cpp
[60/193] Compiling safetensors.cpp
[61/193] Compiling no_mpi.cpp
[62/193] Compiling distributed.cpp
[63/193] Compiling device.cpp
[64/193] Compiling ops.cpp
[66/193] Compiling fast.cpp
[67/193] Compiling utils.cpp
[68/193] Compiling unary.cpp
[69/193] Compiling slicing.cpp
[70/193] Compiling ternary.cpp
[71/193] Compiling softmax.cpp
[72/193] Compiling sort.cpp
[73/193] Compiling compile.cpp
[74/193] Compiling scan.cpp
[75/193] Compiling scaled_dot_product_attention.cpp
[76/193] Compiling resident.cpp
[77/193] Compiling rope.cpp
[78/193] Compiling reduce.cpp
[79/193] Compiling normalization.cpp
[80/193] Compiling quantized.cpp
[81/193] Compiling metal.cpp
[82/193] Compiling primitives.cpp
[83/193] Compiling matmul.cpp
[84/193] Compiling logsumexp.cpp
[85/193] Compiling indexing.cpp
[86/193] Compiling event.cpp
[87/193] Compiling hadamard.cpp
[88/193] Compiling fence.cpp
[89/193] Compiling distributed.cpp
[90/193] Compiling jit_kernels.cpp
[91/193] Compiling custom_kernel.cpp
[92/193] Compiling threefry.cpp
[93/193] Compiling fft.cpp
[94/193] Compiling device.cpp
[95/193] Compiling allocator.cpp
[96/193] Compiling copy.cpp
[97/193] Compiling binary.cpp
[98/193] Compiling conv.cpp
[99/193] Compiling compiled.cpp
[100/193] Compiling export.cpp
[101/193] Compiling select.cpp
[102/193] Compiling softmax.cpp
[103/193] Compiling svd.cpp
[104/193] Compiling scan.cpp
[105/193] Compiling quantized.cpp
[106/193] Compiling qrf.cpp
[107/193] Compiling sort.cpp
[108/193] Compiling jit_compiler.cpp
[109/193] Compiling matmul.cpp
[110/193] Compiling primitives.cpp
[111/193] Compiling logsumexp.cpp
[112/193] Compiling luf.cpp
[113/193] Compiling masked_mm.cpp
[114/193] Compiling inverse.cpp
[115/193] Compiling hadamard.cpp
[116/193] Compiling cblas.cpp
[117/193] Compiling unary.cpp
[118/193] Compiling bnns.cpp
[119/193] Compiling distributed.cpp
[120/193] Compiling utils.cpp
[121/193] Compiling indexing.cpp
[122/193] Compiling eigh.cpp
[123/193] Compiling fft.cpp
[124/193] Compiling arg_reduce.cpp
[125/193] Compiling slicing.cpp
[126/193] Compiling reduce.cpp
[127/193] Compiling cholesky.cpp
[128/193] Compiling compiled.cpp
[129/193] Compiling utils.cpp
[130/193] Compiling unary_ops.cpp
[131/193] Compiling unary.cpp
[132/193] Compiling load.cpp
[133/193] Compiling ternary_ops.cpp
[134/193] Compiling ternary.cpp
[135/193] Compiling steel_gemm_masked.cpp
[136/193] Compiling steel_gemm_splitk.cpp
[137/193] Compiling steel_gemm_fused.cpp
[137/193] Compiling steel_gemm_gather.cpp
[139/193] Compiling steel_conv.cpp
[140/193] Compiling steel_conv_general.cpp
[141/193] Compiling sort.cpp
[142/193] Compiling softmax.cpp
[143/193] Compiling scatter_axis.cpp
[144/193] Compiling scatter.cpp
[145/193] Compiling scan.cpp
[146/193] Compiling reduce_utils.cpp
[147/193] Compiling allocator.cpp
[148/193] Compiling reduce.cpp
[149/193] Compiling quantized.cpp
[150/193] Compiling logsumexp.cpp
[151/193] Compiling hadamard.cpp
[152/193] Compiling common.cpp
[153/193] Compiling gemv_masked.cpp
[154/193] Compiling gather_axis.cpp
[155/193] Compiling gemm.cpp
[156/193] Compiling gather.cpp
[157/193] Compiling broadcasting.cpp
[158/193] Compiling fft.cpp
[159/193] Compiling copy.cpp
[160/193] Compiling conv.cpp
[161/193] Compiling binary_two.cpp
[162/193] Compiling compiled_preamble.cpp
[163/193] Compiling binary_ops.cpp
[164/193] Compiling binary.cpp
[165/193] Compiling arange.cpp
[166/193] Compiling conv.cpp
[167/193] Compiling copy.cpp
[168/193] Compiling array.cpp
[169/193] Compiling version.cpp
[170/193] Compiling transforms.cpp
[171/193] Compiling transforms_impl.cpp
[172/193] Compiling vector.cpp
[173/193] Compiling string.cpp
[174/193] Compiling stream.cpp
[175/193] Compiling reduce.cpp
[176/193] Compiling compiled_conditional.cpp
[177/193] Compiling random.cpp
[178/193] Compiling memory.cpp
[179/193] Compiling metal.cpp
[180/193] Compiling ops.cpp
[181/193] Compiling map.cpp
[182/193] Compiling linalg.cpp
[183/193] Compiling io_types.cpp
[184/193] Compiling format.cc
[185/193] Compiling io.cpp
[186/193] Compiling binary.cpp
[188/223] Emitting module MLX
[189/226] Compiling MLX Transforms+Grad.swift
[190/226] Compiling MLX Transforms+Internal.swift
[191/226] Compiling MLX Transforms.swift
[192/226] Compiling MLX ErrorHandler.swift
[193/226] Compiling MLX Export.swift
[194/226] Compiling MLX FFT.swift
[195/226] Compiling MLX Factory.swift
[196/226] Compiling MLX Stream.swift
[197/226] Compiling MLX Transforms+Compile.swift
[198/226] Compiling MLX Transforms+Eval.swift
[199/226] Compiling MLX Ops+Array.swift
[200/226] Compiling MLX Ops.swift
[201/226] Compiling MLX ParameterTypes.swift
[202/226] Compiling MLX Protocols.swift
[203/226] Compiling MLX Random.swift
[204/226] Compiling MLX State.swift
[205/226] Compiling MLX ArrayAt.swift
[206/226] Compiling MLX Cmlx+Util.swift
[207/226] Compiling MLX DType.swift
[208/226] Compiling MLX Device.swift
[209/226] Compiling MLX Foundation+Util.swift
[210/226] Compiling MLX GPU.swift
[211/226] Compiling MLX IO.swift
[212/226] Compiling MLX MLXArray+Init.swift
[213/226] Compiling MLX MLXArray+Ops.swift
[214/226] Compiling MLX MLXArray.swift
[215/226] Compiling MLX MLXFast.swift
[216/226] Compiling MLX MLXFastKernel.swift
[217/226] Compiling MLX Nested.swift
[218/226] Compiling MLX Linalg.swift
/Users/admin/builder/spi-builder-workspace/Source/MLX/MLXArray+Bytes.swift:288:13: warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
286 | /// - ``asData(access:)``
287 | public func asMTLBuffer(device: any MTLDevice, noCopy: Bool = false) -> (any MTLBuffer)? {
288 | let data = asData(access: noCopy ? .noCopyIfContiguous : .copy)
| `- warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
289 |
290 | self.eval()
[219/226] Compiling MLX MLXArray+Bytes.swift
/Users/admin/builder/spi-builder-workspace/Source/MLX/MLXArray+Bytes.swift:288:13: warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
286 | /// - ``asData(access:)``
287 | public func asMTLBuffer(device: any MTLDevice, noCopy: Bool = false) -> (any MTLBuffer)? {
288 | let data = asData(access: noCopy ? .noCopyIfContiguous : .copy)
| `- warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
289 |
290 | self.eval()
[220/226] Compiling MLX MLXArray+Indexing.swift
/Users/admin/builder/spi-builder-workspace/Source/MLX/MLXArray+Bytes.swift:288:13: warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
286 | /// - ``asData(access:)``
287 | public func asMTLBuffer(device: any MTLDevice, noCopy: Bool = false) -> (any MTLBuffer)? {
288 | let data = asData(access: noCopy ? .noCopyIfContiguous : .copy)
| `- warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
289 |
290 | self.eval()
[221/239] Emitting module MLXLinalg
[222/239] Emitting module Example1
[223/239] Emitting module Tutorial
[224/239] Compiling Tutorial Tutorial.swift
[224/239] Write Objects.LinkFileList
[226/239] Compiling MLXLinalg Linalg.swift
[227/239] Compiling MLXFast MLXFast.swift
[228/239] Emitting module MLXFast
[229/239] Compiling MLXFast MLXFastKernel.swift
[230/239] Emitting module MLXFFT
[231/239] Compiling Example1 Example1.swift
[232/239] Compiling MLXFFT FFT.swift
[232/239] Write Objects.LinkFileList
[234/239] Emitting module MLXRandom
[235/239] Compiling MLXRandom Random.swift
[236/257] Compiling MLXNN Activations.swift
[237/257] Compiling MLXNN Cache.swift
[238/257] Emitting module MLXNN
[239/257] Compiling MLXNN Containers.swift
[240/257] Compiling MLXNN Convolution.swift
[241/258] Compiling MLXNN Normalization.swift
[242/258] Compiling MLXNN Pooling.swift
[243/258] Compiling MLXNN PositionalEncoding.swift
[244/258] Compiling MLXNN Quantized.swift
[245/258] Compiling MLXNN Upsample.swift
[246/258] Compiling MLXNN Recurrent.swift
[247/258] Compiling MLXNN Transformer.swift
[248/258] Compiling MLXNN ValueAndGrad.swift
[249/258] Compiling MLXNN ConvolutionTransposed.swift
[250/258] Compiling MLXNN Dropout.swift
[251/258] Compiling MLXNN Embedding.swift
[252/258] Compiling MLXNN Linear.swift
[253/258] Compiling MLXNN Losses.swift
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:453:42: warning: immutable value 'p' was never used; consider replacing with '_' or removing it
451 | p._updateInternal(newArray)
452 |
453 | case (.value(.parameters(let p)), .none):
| `- warning: immutable value 'p' was never used; consider replacing with '_' or removing it
454 | if Self.parameterIsValid(key) {
455 | throw UpdateError.keyNotFound(base: describeType(self), key: key)
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1346:34: warning: conditional downcast from 'T?' to 'T' does nothing
1344 | // note: this gives a warning but it does in fact do something
1345 | // in the case where this is e.g. ParameterInfo<MLXArray?>
1346 | if let value = value as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1347 | return value
1348 | } else {
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1459:36: warning: conditional downcast from 'T?' to 'T' does nothing
1457 | // note: this gives a warning but it does in fact do something
1458 | // in the case where this is e.g. ModuleInfo<Linear?>
1459 | if let module = module as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1460 | return module
1461 | } else {
[254/258] Compiling MLXNN Module.swift
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:453:42: warning: immutable value 'p' was never used; consider replacing with '_' or removing it
451 | p._updateInternal(newArray)
452 |
453 | case (.value(.parameters(let p)), .none):
| `- warning: immutable value 'p' was never used; consider replacing with '_' or removing it
454 | if Self.parameterIsValid(key) {
455 | throw UpdateError.keyNotFound(base: describeType(self), key: key)
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1346:34: warning: conditional downcast from 'T?' to 'T' does nothing
1344 | // note: this gives a warning but it does in fact do something
1345 | // in the case where this is e.g. ParameterInfo<MLXArray?>
1346 | if let value = value as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1347 | return value
1348 | } else {
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1459:36: warning: conditional downcast from 'T?' to 'T' does nothing
1457 | // note: this gives a warning but it does in fact do something
1458 | // in the case where this is e.g. ModuleInfo<Linear?>
1459 | if let module = module as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1460 | return module
1461 | } else {
[255/260] Emitting module MLXOptimizers
[256/260] Compiling MLXOptimizers Optimizers.swift
[256/260] Linking Tutorial
[257/260] Linking Example1
[258/260] Applying Tutorial
[259/260] Applying Example1
Build complete! (40.61s)
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/Source/Examples/Example1.swift
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/Source/Examples/Tutorial.swift
Build complete.
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"mlx/mlx/backend/common/slicing.cpp",
"mlx/mlx/backend/common/utils.cpp",
"mlx/mlx/backend/cpu/arg_reduce.cpp",
"mlx/mlx/backend/cpu/binary.cpp",
"mlx/mlx/backend/cpu/cholesky.cpp",
"mlx/mlx/backend/cpu/conv.cpp",
"mlx/mlx/backend/cpu/copy.cpp",
"mlx/mlx/backend/cpu/distributed.cpp",
"mlx/mlx/backend/cpu/eigh.cpp",
"mlx/mlx/backend/cpu/encoder.cpp",
"mlx/mlx/backend/cpu/eval.cpp",
"mlx/mlx/backend/cpu/fft.cpp",
"mlx/mlx/backend/cpu/gemms/bnns.cpp",
"mlx/mlx/backend/cpu/gemms/cblas.cpp",
"mlx/mlx/backend/cpu/hadamard.cpp",
"mlx/mlx/backend/cpu/indexing.cpp",
"mlx/mlx/backend/cpu/inverse.cpp",
"mlx/mlx/backend/cpu/jit_compiler.cpp",
"mlx/mlx/backend/cpu/logsumexp.cpp",
"mlx/mlx/backend/cpu/luf.cpp",
"mlx/mlx/backend/cpu/masked_mm.cpp",
"mlx/mlx/backend/cpu/matmul.cpp",
"mlx/mlx/backend/cpu/primitives.cpp",
"mlx/mlx/backend/cpu/qrf.cpp",
"mlx/mlx/backend/cpu/quantized.cpp",
"mlx/mlx/backend/cpu/reduce.cpp",
"mlx/mlx/backend/cpu/scan.cpp",
"mlx/mlx/backend/cpu/select.cpp",
"mlx/mlx/backend/cpu/softmax.cpp",
"mlx/mlx/backend/cpu/sort.cpp",
"mlx/mlx/backend/cpu/svd.cpp",
"mlx/mlx/backend/cpu/threefry.cpp",
"mlx/mlx/backend/cpu/unary.cpp",
"mlx/mlx/backend/metal/allocator.cpp",
"mlx/mlx/backend/metal/binary.cpp",
"mlx/mlx/backend/metal/compiled.cpp",
"mlx/mlx/backend/metal/conv.cpp",
"mlx/mlx/backend/metal/copy.cpp",
"mlx/mlx/backend/metal/custom_kernel.cpp",
"mlx/mlx/backend/metal/device.cpp",
"mlx/mlx/backend/metal/distributed.cpp",
"mlx/mlx/backend/metal/event.cpp",
"mlx/mlx/backend/metal/fence.cpp",
"mlx/mlx/backend/metal/fft.cpp",
"mlx/mlx/backend/metal/hadamard.cpp",
"mlx/mlx/backend/metal/indexing.cpp",
"mlx/mlx/backend/metal/jit_kernels.cpp",
"mlx/mlx/backend/metal/logsumexp.cpp",
"mlx/mlx/backend/metal/matmul.cpp",
"mlx/mlx/backend/metal/metal.cpp",
"mlx/mlx/backend/metal/normalization.cpp",
"mlx/mlx/backend/metal/primitives.cpp",
"mlx/mlx/backend/metal/quantized.cpp",
"mlx/mlx/backend/metal/reduce.cpp",
"mlx/mlx/backend/metal/resident.cpp",
"mlx/mlx/backend/metal/rope.cpp",
"mlx/mlx/backend/metal/scaled_dot_product_attention.cpp",
"mlx/mlx/backend/metal/scan.cpp",
"mlx/mlx/backend/metal/slicing.cpp",
"mlx/mlx/backend/metal/softmax.cpp",
"mlx/mlx/backend/metal/sort.cpp",
"mlx/mlx/backend/metal/ternary.cpp",
"mlx/mlx/backend/metal/unary.cpp",
"mlx/mlx/backend/metal/utils.cpp",
"mlx/mlx/compile.cpp",
"mlx/mlx/device.cpp",
"mlx/mlx/distributed/distributed.cpp",
"mlx/mlx/distributed/mpi/no_mpi.cpp",
"mlx/mlx/distributed/ops.cpp",
"mlx/mlx/distributed/primitives.cpp",
"mlx/mlx/distributed/ring/no_ring.cpp",
"mlx/mlx/dtype.cpp",
"mlx/mlx/dtype_utils.cpp",
"mlx/mlx/einsum.cpp",
"mlx/mlx/export.cpp",
"mlx/mlx/fast.cpp",
"mlx/mlx/fft.cpp",
"mlx/mlx/graph_utils.cpp",
"mlx/mlx/io/load.cpp",
"mlx/mlx/io/no_gguf.cpp",
"mlx/mlx/io/safetensors.cpp",
"mlx/mlx/linalg.cpp",
"mlx/mlx/ops.cpp",
"mlx/mlx/primitives.cpp",
"mlx/mlx/random.cpp",
"mlx/mlx/scheduler.cpp",
"mlx/mlx/transforms.cpp",
"mlx/mlx/utils.cpp",
"mlx/mlx/version.cpp"
],
"type" : "library"
}
],
"tools_version" : "5.10"
}
✅ Doc result (pending) reported
========================================
GenerateDocs
========================================
Generating docs at path: $PWD/.docs/ml-explore/mlx-swift/0.25.4
Repository: ml-explore/mlx-swift
Swift version used: 6.1
.package(url: "https://github.com/apple/swift-docc-plugin", from: "1.3.0")
Target: MLX
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/swift-docc-render-artifact/.git/
From https://github.com/swiftlang/swift-docc-render-artifact
* branch 4633b45fc732d8c55568be09dd852f9dc1582c25 -> FETCH_HEAD
HEAD is now at 4633b45 Update the artifact
Cloned https://github.com/swiftlang/swift-docc-render-artifact
Extracting symbol information for 'MLX'...
Finished extracting symbol information for 'MLX'. (5.05s)
Building documentation for 'MLX'...
warning: 'Double.ulpOfOne' doesn't exist at '/MLX/DType/FInfo/eps'
--> ../DType.swift:127:37-127:52
125 | /// The difference between 1.0 and the next smallest representable float larger than 1.0
126 | ///
127 + /// In Swift this is e.g. ``Double.ulpOfOne``
128 | public var eps: Double {
129 | switch dtype {
warning: 'withDefaultDevice(_:_:)' is ambiguous at '/MLX/Device'
--> ../Device.swift:75:15-75:38
73 | /// static CPU device
74 | ///
75 + /// See ``withDefaultDevice(_:_:)``
| ├─suggestion: Insert '-17vjl' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () async throws -> R) async rethrows -> R'
| ╰─suggestion: Insert '-8auhy' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () throws -> R) rethrows -> R'
76 | static public let cpu: Device = Device(.cpu)
77 |
warning: 'withDefaultDevice(_:_:)' is ambiguous at '/MLX/Device'
--> ../Device.swift:80:15-80:38
78 | /// static GPU device
79 | ///
80 + /// See ``withDefaultDevice(_:_:)``
| ├─suggestion: Insert '-17vjl' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () async throws -> R) async rethrows -> R'
| ╰─suggestion: Insert '-8auhy' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () throws -> R) rethrows -> R'
81 | static public let gpu: Device = Device(.gpu)
82 |
warning: 'withDefaultDevice(_:_:)' is ambiguous at '/MLX/Device'
--> ../Device.swift:136:72-136:95
134 | }
135 |
136 + /// Set the default device globally. Prefer the scoped version, ``withDefaultDevice(_:_:)``.
| ├─suggestion: Insert '-17vjl' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () async throws -> R) async rethrows -> R'
| ╰─suggestion: Insert '-8auhy' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () throws -> R) rethrows -> R'
137 | ///
138 | /// For example:
warning: 'withDefaultDevice(_:_:)' is ambiguous at '/MLX/Device'
--> ../Device.swift:147:13-147:36
145 | ///
146 | /// ### See Also
147 + /// - ``withDefaultDevice(_:_:)``
| ├─suggestion: Insert '-17vjl' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () async throws -> R) async rethrows -> R'
| ╰─suggestion: Insert '-8auhy' for 'static func withDefaultDevice<R>(_ device: Device, _ body: () throws -> R) rethrows -> R'
148 | /// - ``StreamOrDevice/default``
149 | @available(*, deprecated, message: "please use withDefaultDevice()")
warning: 'gatherMatmul(_:_:lhsIndices:rhsIndices:stream:)' doesn't exist at '/MLX/arithmetic'
--> Organization/arithmetic.md:211:5-211:52
209 | - ``MLXArray/matmul(_:stream:)``
210 | - ``matmul(_:_:stream:)``
211 + - ``gatherMatmul(_:_:lhsIndices:rhsIndices:stream:)``
212 | - ``blockMaskedMM(_:_:blockSize:maskOut:maskLHS:maskRHS:stream:)``
213 | - ``addMM(_:_:_:alpha:beta:stream:)``
warning: 'gatherQuantizedMatmul(_:_:scales:biases:lhsIndices:rhsIndices:transpose:groupSize:bits:stream:)' doesn't exist at '/MLX/arithmetic'
--> Organization/arithmetic.md:215:5-215:100
213 | - ``addMM(_:_:_:alpha:beta:stream:)``
214 | - ``quantizedMatmul(_:_:scales:biases:transpose:groupSize:bits:stream:)``
215 + - ``gatherQuantizedMatmul(_:_:scales:biases:lhsIndices:rhsIndices:transpose:groupSize:bits:stream:)``
216 | - ``inner(_:_:stream:)``
217 | - ``outer(_:_:stream:)``
warning: 'convTransposed1d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convolution'
--> Organization/convolution.md:16:5-16:65
14 | - ``convGeneral(_:_:strides:padding:kernelDilation:inputDilation:groups:flip:stream:)-9t1sj``
15 | - ``convGeneral(_:_:strides:padding:kernelDilation:inputDilation:groups:flip:stream:)-6j1nr``
16 + - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
17 | - ``convTransposed2d(_:_:stride:padding:dilation:groups:stream:)``
18 | - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
warning: 'convTransposed2d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convolution'
--> Organization/convolution.md:17:5-17:65
15 | - ``convGeneral(_:_:strides:padding:kernelDilation:inputDilation:groups:flip:stream:)-6j1nr``
16 | - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
17 + - ``convTransposed2d(_:_:stride:padding:dilation:groups:stream:)``
18 | - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
19 | - ``convolve(_:_:mode:stream:)``
warning: 'convTransposed3d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convolution'
--> Organization/convolution.md:18:5-18:65
16 | - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
17 | - ``convTransposed2d(_:_:stride:padding:dilation:groups:stream:)``
18 + - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
19 | - ``convolve(_:_:mode:stream:)``
warning: Parameter 'data' is missing documentation
--> ../ErrorHandler.swift:7:102-7:102
5 | /// - Parameters:
6 | /// - handler: An error handler. Pass nil to reset to the default error handler. Pass
7 + /// ``fatalErrorHandler`` to make the error handler call `fatalError` for improved Xcode debugging.
| ╰─suggestion: Document 'data' parameter
8 | @available(*, deprecated, message: "please use withErrorHandler() or withError()")
9 | public func setErrorHandler(
warning: Parameter 'dtor' is missing documentation
--> ../ErrorHandler.swift:7:102-7:102
5 | /// - Parameters:
6 | /// - handler: An error handler. Pass nil to reset to the default error handler. Pass
7 + /// ``fatalErrorHandler`` to make the error handler call `fatalError` for improved Xcode debugging.
| ╰─suggestion: Document 'dtor' parameter
8 | @available(*, deprecated, message: "please use withErrorHandler() or withError()")
9 | public func setErrorHandler(
warning: 'exportFunctions(to:shapeless:_:export:)' doesn't exist at '/MLX/exportFunction(to:shapeless:_:)'
--> ../Export.swift:38:9-38:48
36 | ///
37 | /// ### See Also
38 + /// - ``exportFunctions(to:shapeless:_:export:)``
39 | /// - ``importFunction(from:)``
40 | public func exportFunction(
warning: 'exportFunctions(to:shapeless:_:export:)' doesn't exist at '/MLX/FunctionExporterMultiple'
--> ../Export.swift:153:20-153:59
151 | }
152 |
153 + /// A helper for ``exportFunctions(to:shapeless:_:export:)``.
154 | ///
155 | /// This records the call to the function and saves it to the file.
warning: 'exportFunctions(to:shapeless:_:export:)' doesn't exist at '/MLX/FunctionExporterMultiple'
--> ../Export.swift:173:9-173:48
171 | ///
172 | /// ### See Also
173 + /// - ``exportFunctions(to:shapeless:_:export:)``
174 | @dynamicCallable
175 | public final class FunctionExporterMultiple {
warning: 'exportFunctions(to:shapeless:_:export:)' doesn't exist at '/MLX/importFunction(from:)'
--> ../Export.swift:230:9-230:48
228 | /// ### See Also
229 | /// - ``exportFunction(to:shapeless:_:)``
230 + /// - ``exportFunctions(to:shapeless:_:export:)``
231 | public func importFunction(from url: URL) throws -> ImportedFunction {
232 | try ImportedFunction(url: url)
warning: Parameter 'a' not found in function declaration
--> ../IO.swift:25:9-25:27
23 | ///
24 | /// - Parameters:
25 + /// - a: array to save
| ╰─suggestion: Remove 'a' parameter documentation
26 | /// - url: URL of file to load
27 | /// - stream: stream or device to evaluate on
warning: Parameter 'array' is missing documentation
--> ../IO.swift:28:5-28:5
26 | /// - url: URL of file to load
| ╰─suggestion: Document 'array' parameter
27 | /// - stream: stream or device to evaluate on
28 + ///
29 | /// ### See Also
30 | /// - ``save(arrays:metadata:url:stream:)``
warning: Parameter 'a' not found in function declaration
--> ../IO.swift:50:9-50:27
48 | ///
49 | /// - Parameters:
50 + /// - a: array to save
| ╰─suggestion: Remove 'a' parameter documentation
51 | /// - metadata: metadata to save
52 | /// - url: URL of file to load
warning: Parameter 'arrays' is missing documentation
--> ../IO.swift:54:5-54:5
52 | /// - url: URL of file to load
53 | /// - stream: stream or device to evaluate on
54 + ///
55 | /// ### See Also
56 | /// - ``save(arrays:metadata:url:stream:)``
warning: 'saveToData(arrays:metadata:stream:)' doesn't exist at '/MLX/loadArrays(data:stream:)'
--> ../IO.swift:297:9-297:44
295 | ///
296 | /// ### See Also
297 + /// - ``saveToData(arrays:metadata:stream:)``
298 | /// - ``loadArraysAndMetadata(data:stream:)``
299 | public func loadArrays(data: Data, stream: StreamOrDevice = .cpu) throws -> [String: MLXArray] {
warning: 'saveToData(arrays:metadata:stream:)' doesn't exist at '/MLX/loadArraysAndMetadata(data:stream:)'
--> ../IO.swift:322:9-322:44
320 | ///
321 | /// ### See Also
322 + /// - ``saveToData(arrays:metadata:stream:)``
323 | /// - ``loadArrays(data:stream:)``
324 | public func loadArraysAndMetadata(data: Data, stream: StreamOrDevice = .cpu) throws -> (
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLX/MLXLinalg'
--> ../Linalg.swift:114:46-114:52
112 | ///
113 | /// ### See Also
114 + /// - ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ├─suggestion: Replace '4dwwp' with '(_,Double,_,_,_)' for 'static func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Replace '4dwwp' with '(_,MLXLinalg.NormKind?,_,_,_)' for 'static func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
115 | public static func norm(
116 | _ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false,
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLX/MLXLinalg'
--> ../Linalg.swift:126:48-126:54
124 | /// Matrix or vector norm.
125 | ///
126 + /// See ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ├─suggestion: Replace '4dwwp' with '(_,Double,_,_,_)' for 'static func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Replace '4dwwp' with '(_,MLXLinalg.NormKind?,_,_,_)' for 'static func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
127 | public static func norm(
128 | _ array: MLXArray, ord: NormKind? = nil, axis: Int, keepDims: Bool = false,
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLX/MLXLinalg'
--> ../Linalg.swift:156:48-156:54
154 | /// Matrix or vector norm.
155 | ///
156 + /// See ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ├─suggestion: Replace '4dwwp' with '(_,Double,_,_,_)' for 'static func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Replace '4dwwp' with '(_,MLXLinalg.NormKind?,_,_,_)' for 'static func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
157 | public static func norm(
158 | _ array: MLXArray, ord: NormKind? = nil, axis: IntOrArray? = nil,
warning: Parameter 'axes' not found in function declaration
--> ../Linalg.swift:503:7-503:41
501 | /// - array: input array
502 | /// - ord: order of the norm, see table
503 + /// - axes: axes that hold 2d matrices
| ╰─suggestion: Remove 'axes' parameter documentation
504 | /// - keepDims: if `true` the axes which are normed over are left in the result as dimensions with size one
505 | /// - stream: stream to evaluate on
warning: Parameter 'axis' is missing documentation
--> ../Linalg.swift:505:38-505:38
503 | /// - axes: axes that hold 2d matrices
504 | /// - keepDims: if `true` the axes which are normed over are left in the result as dimensions with size one
| ╰─suggestion: Document 'axis' parameter
505 + /// - stream: stream to evaluate on
506 | /// - Returns: output containing the norm(s)
507 | ///
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLX'
--> ../Linalg.swift:509:42-509:48
507 | ///
508 | /// ### See Also
509 + /// - ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ╰─suggestion: Remove '-4dwwp' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
510 | public func norm(
511 | _ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axis: Int, keepDims: Bool = false,
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLX'
--> ../Linalg.swift:529:44-529:50
527 | /// Matrix or vector norm.
528 | ///
529 + /// See ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ╰─suggestion: Remove '-4dwwp' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
530 | public func norm(
531 | _ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axis: IntOrArray? = nil,
warning: 'A' doesn't exist at '/MLX/lu(_:stream:)'
--> ../Linalg.swift:662:56-662:57
660 | }
661 |
662 + /// Compute the LU factorization of the given matrix ``A``.
663 | ///
664 | /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
warning: 'scipy.linalg.lu' doesn't exist at '/MLX/lu(_:stream:)'
--> ../Linalg.swift:664:44-664:59
662 | /// Compute the LU factorization of the given matrix ``A``.
663 | ///
664 + /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
665 | /// are indices. To reconstruct the input use ``L[P] @ U`` for 2
666 | /// dimensions or ``takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U``
warning: 'L[P] @ U' doesn't exist at '/MLX/lu(_:stream:)'
--> ../Linalg.swift:665:49-665:57
663 | ///
664 | /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
665 + /// are indices. To reconstruct the input use ``L[P] @ U`` for 2
666 | /// dimensions or ``takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U``
667 | /// for more than 2 dimensions.
warning: 'takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U' doesn't exist at '/MLX/lu(_:stream:)'
--> ../Linalg.swift:666:21-666:71
664 | /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
665 | /// are indices. To reconstruct the input use ``L[P] @ U`` for 2
666 + /// dimensions or ``takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U``
667 | /// for more than 2 dimensions.
668 | ///
warning: 'asData(noCopy:)' doesn't exist at '/MLX/MLXArray/asArray(_:)'
--> ../MLXArray+Bytes.swift:121:13-121:28
119 | /// ### See Also
120 | /// - <doc:conversion>
121 + /// - ``asData(noCopy:)``
122 | /// - ``asMTLBuffer(device:noCopy:)``
123 | public func asArray<T: HasDType>(_ type: T.Type) -> [T] {
warning: 'Data' doesn't exist at '/MLX/MLXArray/MLXArrayData'
--> ../MLXArray+Bytes.swift:157:25-157:29
155 | }
156 |
157 + /// Container for ``Data`` backing of ``MLXArray``.
| ╰─suggestion: Replace 'Data' with 'data'
158 | ///
159 | /// ### See Also
warning: 'Data' doesn't exist at '/MLX/MLXArray/asData(access:)'
--> ../MLXArray+Bytes.swift:194:34-194:38
192 | }
193 |
194 + /// Return the contents as ``Data`` bytes in the native ``dtype``.
195 | ///
196 | /// > If you use ``AccessMethod/noCopy`` or ``AccessMethod/noCopyIfContiguous`` you
warning: Parameter 'array' not found in instance method declaration
--> ../MLXArray+Ops.swift:1737:13-1737:33
1735 | ///
1736 | /// - Parameters:
1737 + /// - array: input array
| ╰─suggestion: Remove 'array' parameter documentation
1738 | /// - axes: indexes of the inserted dimensions
1739 | /// - stream: stream or device to evaluate on
warning: Parameter 'array' not found in instance method declaration
--> ../MLXArray+Ops.swift:1755:13-1755:33
1753 | ///
1754 | /// - Parameters:
1755 + /// - array: input array
| ╰─suggestion: Remove 'array' parameter documentation
1756 | /// - axis: index of the inserted dimension
1757 | /// - stream: stream or device to evaluate on
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:1792:9-1792:9
1790 | /// - start: first dimension to flatten
1791 | /// - end: last dimension to flatten
1792 + ///
| ╰─suggestion: Document 'stream' parameter
1793 | /// ### See Also
1794 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2492:9-2492:9
2490 | /// - parts: array is split into that many sections of equal size. It is a fatal error if this is not possible
2491 | /// - axis: axis to split along
2492 + ///
| ╰─suggestion: Document 'stream' parameter
2493 | /// ### See Also
2494 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2517:9-2517:9
2515 | /// - Parameters:
2516 | /// - axis: axis to split along
2517 + ///
| ╰─suggestion: Document 'stream' parameter
2518 | /// ### See Also
2519 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2536:9-2536:9
2534 | /// - indices: the indices of the start of each subarray along the given axis
2535 | /// - axis: axis to split along
2536 + ///
| ╰─suggestion: Document 'stream' parameter
2537 | /// ### See Also
2538 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2576:9-2576:9
2574 | /// - Parameters:
2575 | /// - axes: axes to remove
2576 + ///
| ╰─suggestion: Document 'stream' parameter
2577 | /// ### See Also
2578 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2592:9-2592:9
2590 | /// - Parameters:
2591 | /// - axis: axis to remove
2592 + ///
| ╰─suggestion: Document 'stream' parameter
2593 | /// ### See Also
2594 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2748:9-2748:9
2746 | /// - Parameters:
2747 | /// - axes: Specifies the source axis for each axis in the new array
2748 + ///
| ╰─suggestion: Document 'stream' parameter
2749 | /// ### See Also
2750 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2809:9-2809:9
2807 | /// - keepDims: if `true` keep the reduces axes as singleton dimensions
2808 | /// - ddof: the divisor to compute the variance is `N - ddof`
2809 + ///
| ╰─suggestion: Document 'stream' parameter
2810 | /// ### See Also
2811 | /// - <doc:reduction>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2829:9-2829:9
2827 | /// - keepDims: if `true` keep the reduces axis as singleton dimensions
2828 | /// - ddof: the divisor to compute the variance is `N - ddof`
2829 + ///
| ╰─suggestion: Document 'stream' parameter
2830 | /// ### See Also
2831 | /// - <doc:reduction>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray+Ops.swift:2849:9-2849:9
2847 | /// - ddof: the divisor to compute the variance is `N - ddof`
2848 | ///
2849 + ///
| ╰─suggestion: Document 'stream' parameter
2850 | /// ### See Also
2851 | /// - <doc:reduction>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray.swift:489:9-489:9
487 | /// - Parameters:
488 | /// - type: type to convert to
489 + ///
| ╰─suggestion: Document 'stream' parameter
490 | /// ### See Also
491 | /// - <doc:conversion>
warning: Parameter 'stream' is missing documentation
--> ../MLXArray.swift:502:9-502:9
500 | /// - Parameters:
501 | /// - type: type to convert to
502 + ///
| ╰─suggestion: Document 'stream' parameter
503 | /// ### See Also
504 | /// - <doc:conversion>
warning: 'subscript(indices:stream:)' doesn't exist at '/MLX/MLXArray/at'
--> ../MLXArray.swift:600:13-600:39
598 | ///
599 | /// ### See Also
600 + /// - ``subscript(indices:stream:)``
601 | /// - ``ArrayAtIndices``
602 | public var at: ArrayAt { ArrayAt(array: self) }
warning: 'metalKernel(name:inputNames:outputNames:source:header:ensureRowContiguous:atomicOutputs:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:)' doesn't exist at '/MLX/MLXFast/MLXFastKernel'
--> ../MLXFastKernel.swift:22:11-22:170
20 |
21 | /// Container for a kernel created by
22 + /// ``metalKernel(name:inputNames:outputNames:source:header:ensureRowContiguous:atomicOutputs:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:)``
| ╰─suggestion: Replace 'metalKernel(name:inputNames:outputNames:source:header:ensureRowContiguous:atomicOutputs:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:)' with 'callAsFunction(_:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:stream:)'
23 | ///
24 | /// The ``callAsFunction(_:stream:)`` can be used to evaluate the kernel with inputs:
warning: 'callAsFunction(_:stream:)' doesn't exist at '/MLX/MLXFast/MLXFastKernel'
--> ../MLXFastKernel.swift:24:15-24:40
22 | /// ``metalKernel(name:inputNames:outputNames:source:header:ensureRowContiguous:atomicOutputs:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:)``
23 | ///
24 + /// The ``callAsFunction(_:stream:)`` can be used to evaluate the kernel with inputs:
| ╰─suggestion: Replace 'callAsFunction(_:stream:)' with 'callAsFunction(_:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:stream:)'
25 | ///
26 | /// ```swift
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1480:5-1480:5
1478 | /// - parts: array is split into that many sections of equal size. It is a fatal error if this is not possible
1479 | /// - axis: axis to split along
1480 + ///
| ╰─suggestion: Document 'stream' parameter
1481 | /// ### See Also
1482 | /// - <doc:shapes>
warning: Parameter 'parts' not found in function declaration
--> ../Ops+Array.swift:1507:9-1507:115
1505 | /// - Parameters:
1506 | /// - array: input array
1507 + /// - parts: array is split into that many sections of equal size. It is a fatal error if this is not possible
| ╰─suggestion: Remove 'parts' parameter documentation
1508 | /// - axis: axis to split along
1509 | ///
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1509:5-1509:5
1507 | /// - parts: array is split into that many sections of equal size. It is a fatal error if this is not possible
1508 | /// - axis: axis to split along
1509 + ///
| ╰─suggestion: Document 'stream' parameter
1510 | /// ### See Also
1511 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1531:5-1531:5
1529 | /// - indices: the indices of the start of each subarray along the given axis
1530 | /// - axis: axis to split along
1531 + ///
| ╰─suggestion: Document 'stream' parameter
1532 | /// ### See Also
1533 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1572:5-1572:5
1570 | /// - array: input array
1571 | /// - axes: axes to remove
1572 + ///
| ╰─suggestion: Document 'stream' parameter
1573 | /// ### See Also
1574 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1590:5-1590:5
1588 | /// - array: input array
1589 | /// - axis: axis to remove
1590 + ///
| ╰─suggestion: Document 'stream' parameter
1591 | /// ### See Also
1592 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1755:5-1755:5
1753 | /// - array: input array
1754 | /// - axes: Specifies the source axis for each axis in the new array
1755 + ///
| ╰─suggestion: Document 'stream' parameter
1756 | /// ### See Also
1757 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1822:5-1822:5
1820 | /// - keepDims: if `true` keep the reduces axes as singleton dimensions
1821 | /// - ddof: the divisor to compute the variance is `N - ddof`
1822 + ///
| ╰─suggestion: Document 'stream' parameter
1823 | /// ### See Also
1824 | /// - <doc:reduction>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1844:5-1844:5
1842 | /// - keepDims: if `true` keep the reduces axis as singleton dimensions
1843 | /// - ddof: the divisor to compute the variance is `N - ddof`
1844 + ///
| ╰─suggestion: Document 'stream' parameter
1845 | /// ### See Also
1846 | /// - <doc:reduction>
warning: Parameter 'stream' is missing documentation
--> ../Ops+Array.swift:1865:5-1865:5
1863 | /// - keepDims: if `true` keep the reduces axes as singleton dimensions
1864 | /// - ddof: the divisor to compute the variance is `N - ddof`
1865 + ///
| ╰─suggestion: Document 'stream' parameter
1866 | /// ### See Also
1867 | /// - <doc:reduction>
warning: Parameter 'array' is missing documentation
--> ../Ops+Array.swift:1891:5-1891:5
1889 | /// - dtype: type to change to
| ╰─suggestion: Document 'array' parameter
1890 | /// - stream: stream or device to evaluate on
1891 + ///
1892 | /// ### See Also
1893 | ///- ``MLXArray/view(dtype:stream:)``
warning: Parameter 'strides' is missing documentation
--> ../Ops.swift:353:5-353:5
351 | /// - shape: shape of the resulting array. If not specified it will keep the same shape
352 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'strides' parameter
353 + ///
354 | /// ### See Also
355 | /// - <doc:shapes>
warning: Parameter 'offset' is missing documentation
--> ../Ops.swift:353:5-353:5
351 | /// - shape: shape of the resulting array. If not specified it will keep the same shape
352 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'offset' parameter
353 + ///
354 | /// ### See Also
355 | /// - <doc:shapes>
warning: Parameter 'stream' is missing documentation
--> ../Ops.swift:433:5-433:5
431 | /// - array: input array
432 | /// - shape: shape to broadcast to
433 + ///
| ╰─suggestion: Document 'stream' parameter
434 | /// ### See Also
435 | /// - <doc:broadcasting>
warning: Parameter 'array' not found in function declaration
--> ../Ops.swift:527:11-527:16
525 | ///
526 | /// - Parameters:
527 + /// - array: input array
| ╰─suggestion: Replace 'array' with 'arrays'
528 | /// - axis: the axis along which to concatenate
529 | /// - stream: stream or device to evaluate on
warning: Parameter 'arrays' is missing documentation
--> ../Ops.swift:530:5-530:5
528 | /// - axis: the axis along which to concatenate
| ╰─suggestion: Document 'arrays' parameter
529 | /// - stream: stream or device to evaluate on
530 + ///
531 | /// ### See Also
532 | /// - <doc:shapes>
warning: 'convTransposed2d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convTransposed1d(_:_:stride:padding:dilation:outputPadding:groups:stream:)'
--> ../Ops.swift:780:9-780:69
778 | /// - <doc:convolution>
779 | /// - ``conv1d(_:_:stride:padding:dilation:groups:stream:)``
780 + /// - ``convTransposed2d(_:_:stride:padding:dilation:groups:stream:)``
781 | /// - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
782 | /// - ``convolve(_:_:mode:stream:)``
warning: 'convTransposed3d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convTransposed1d(_:_:stride:padding:dilation:outputPadding:groups:stream:)'
--> ../Ops.swift:781:9-781:69
779 | /// - ``conv1d(_:_:stride:padding:dilation:groups:stream:)``
780 | /// - ``convTransposed2d(_:_:stride:padding:dilation:groups:stream:)``
781 + /// - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
782 | /// - ``convolve(_:_:mode:stream:)``
783 | public func convTransposed1d(
warning: 'convTransposed1d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convTransposed2d(_:_:stride:padding:dilation:outputPadding:groups:stream:)'
--> ../Ops.swift:829:9-829:69
827 | /// - ``IntOrPair``
828 | /// - ``conv1d(_:_:stride:padding:dilation:groups:stream:)``
829 + /// - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
830 | /// - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
831 | /// - ``convolve(_:_:mode:stream:)``
warning: 'convTransposed3d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convTransposed2d(_:_:stride:padding:dilation:outputPadding:groups:stream:)'
--> ../Ops.swift:830:9-830:69
828 | /// - ``conv1d(_:_:stride:padding:dilation:groups:stream:)``
829 | /// - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
830 + /// - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
831 | /// - ``convolve(_:_:mode:stream:)``
832 | /// - ``convGeneral(_:_:strides:padding:kernelDilation:inputDilation:groups:flip:stream:)-9t1sj``
warning: 'convTransposed1d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convTransposed3d(_:_:stride:padding:dilation:outputPadding:groups:stream:)'
--> ../Ops.swift:880:9-880:69
878 | /// - ``IntOrTriple``
879 | /// - ``conv1d(_:_:stride:padding:dilation:groups:stream:)``
880 + /// - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
881 | /// - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
882 | /// - ``convolve(_:_:mode:stream:)``
warning: 'convTransposed3d(_:_:stride:padding:dilation:groups:stream:)' doesn't exist at '/MLX/convTransposed3d(_:_:stride:padding:dilation:outputPadding:groups:stream:)'
--> ../Ops.swift:881:9-881:69
879 | /// - ``conv1d(_:_:stride:padding:dilation:groups:stream:)``
880 | /// - ``convTransposed1d(_:_:stride:padding:dilation:groups:stream:)``
881 + /// - ``convTransposed3d(_:_:stride:padding:dilation:groups:stream:)``
882 | /// - ``convolve(_:_:mode:stream:)``
883 | /// - ``convGeneral(_:_:strides:padding:kernelDilation:inputDilation:groups:flip:stream:)-9t1sj``
warning: Parameter 'stream' is missing documentation
--> ../Ops.swift:1208:5-1208:5
1206 | /// - array: input array
1207 | /// - stream: stream or device to evaluate on
1208 + ///
| ╰─suggestion: Document 'stream' parameter
1209 | /// ### See Also
1210 | /// - <doc:arithmetic>
warning: 'gatherMatmul(_:_:lhsIndices:rhsIndices:stream:)' doesn't exist at '/MLX/gatherQuantizedMatmul(_:_:scales:biases:lhsIndices:rhsIndices:transpose:groupSize:bits:sortedIndices:stream:)'
--> ../Ops.swift:1253:53-1253:100
1251 | /// Perform quantized matrix multiplication with matrix-level gather.
1252 | ///
1253 + /// This operation is the quantized equivalent to ``gatherMatmul(_:_:lhsIndices:rhsIndices:stream:)``
1254 | ///
1255 | /// Note that ``scales`` and ``biases`` must have the same batch dimensions
warning: 'scales' doesn't exist at '/MLX/gatherQuantizedMatmul(_:_:scales:biases:lhsIndices:rhsIndices:transpose:groupSize:bits:sortedIndices:stream:)'
--> ../Ops.swift:1255:17-1255:23
1253 | /// This operation is the quantized equivalent to ``gatherMatmul(_:_:lhsIndices:rhsIndices:stream:)``
1254 | ///
1255 + /// Note that ``scales`` and ``biases`` must have the same batch dimensions
1256 | /// as ``w`` since they represent the same quantized matrix.
1257 | ///
warning: 'biases' doesn't exist at '/MLX/gatherQuantizedMatmul(_:_:scales:biases:lhsIndices:rhsIndices:transpose:groupSize:bits:sortedIndices:stream:)'
--> ../Ops.swift:1255:32-1255:38
1253 | /// This operation is the quantized equivalent to ``gatherMatmul(_:_:lhsIndices:rhsIndices:stream:)``
1254 | ///
1255 + /// Note that ``scales`` and ``biases`` must have the same batch dimensions
1256 | /// as ``w`` since they represent the same quantized matrix.
1257 | ///
warning: 'w' doesn't exist at '/MLX/gatherQuantizedMatmul(_:_:scales:biases:lhsIndices:rhsIndices:transpose:groupSize:bits:sortedIndices:stream:)'
--> ../Ops.swift:1256:10-1256:11
1254 | ///
1255 | /// Note that ``scales`` and ``biases`` must have the same batch dimensions
1256 + /// as ``w`` since they represent the same quantized matrix.
1257 | ///
1258 | /// ### See Also
warning: 'padded(_:width:value:stream:)' doesn't exist at '/MLX/PadMode'
--> ../Ops.swift:1861:16-1861:45
1859 | }
1860 |
1861 + /// Mode for ``padded(_:width:value:stream:)``
1862 | public enum PadMode: String {
1863 | /// pads with constant value
warning: 'padded(_:widths:value:stream:)' doesn't exist at '/MLX/padded(_:width:mode:value:stream:)'
--> ../Ops.swift:1881:9-1881:39
1879 | /// ### See Also
1880 | /// - <doc:shapes>
1881 + /// - ``padded(_:widths:value:stream:)``
1882 | public func padded(
1883 | _ array: MLXArray, width: IntOrPair, mode: PadMode = .constant, value: MLXArray? = nil,
warning: 'padded(_:width:value:stream:)' doesn't exist at '/MLX/padded(_:widths:mode:value:stream:)'
--> ../Ops.swift:1911:9-1911:38
1909 | /// ### See Also
1910 | /// - <doc:shapes>
1911 + /// - ``padded(_:width:value:stream:)``
1912 | public func padded(
1913 | _ array: MLXArray, widths: [IntOrPair], mode: PadMode = .constant, value: MLXArray? = nil,
warning: Parameter 'axes' is missing documentation
--> ../Ops.swift:2226:5-2226:5
2224 | /// - array: input array
2225 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'axes' parameter
2226 + ///
2227 | /// ### See Also
2228 | /// - <doc:arithmetic>
warning: Parameter 'precise' is missing documentation
--> ../Ops.swift:2226:5-2226:5
2224 | /// - array: input array
2225 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'precise' parameter
2226 + ///
2227 | /// ### See Also
2228 | /// - <doc:arithmetic>
warning: Parameter 'axis' is missing documentation
--> ../Ops.swift:2258:5-2258:5
2256 | /// - array: input array
2257 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'axis' parameter
2258 + ///
2259 | /// ### See Also
2260 | /// - <doc:arithmetic>
warning: Parameter 'precise' is missing documentation
--> ../Ops.swift:2258:5-2258:5
2256 | /// - array: input array
2257 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'precise' parameter
2258 + ///
2259 | /// ### See Also
2260 | /// - <doc:arithmetic>
warning: Parameter 'precise' is missing documentation
--> ../Ops.swift:2290:5-2290:5
2288 | /// - array: input array
2289 | /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'precise' parameter
2290 + ///
2291 | /// ### See Also
2292 | /// - ``softmax(_:axes:precise:stream:)``
warning: 'a' doesn't exist at '/MLX/kron(_:_:stream:)'
--> ../Ops.swift:2768:51-2768:52
2766 | }
2767 |
2768 + /// Compute the Kronecker product of two arrays ``a`` and ``b``.
2769 | ///
2770 | /// - Parameters:
warning: 'b' doesn't exist at '/MLX/kron(_:_:stream:)'
--> ../Ops.swift:2768:61-2768:62
2766 | }
2767 |
2768 + /// Compute the Kronecker product of two arrays ``a`` and ``b``.
2769 | ///
2770 | /// - Parameters:
warning: 'start_axis' doesn't exist at '/MLX/flatten(_:startAxis:endAxis:stream:)'
--> ../Ops.swift:2784:42-2784:52
2782 | /// Flatten an array.
2783 | ///
2784 + /// The axes flattened will be between ``start_axis`` and ``end_axis``,
2785 | /// inclusive. Negative axes are supported. After converting negative axis to
2786 | /// positive, axes outside the valid range will be clamped to a valid value,
warning: 'end_axis' doesn't exist at '/MLX/flatten(_:startAxis:endAxis:stream:)'
--> ../Ops.swift:2784:61-2784:69
2782 | /// Flatten an array.
2783 | ///
2784 + /// The axes flattened will be between ``start_axis`` and ``end_axis``,
2785 | /// inclusive. Negative axes are supported. After converting negative axis to
2786 | /// positive, axes outside the valid range will be clamped to a valid value,
warning: 'start_axis' doesn't exist at '/MLX/flatten(_:startAxis:endAxis:stream:)'
--> ../Ops.swift:2787:7-2787:17
2785 | /// inclusive. Negative axes are supported. After converting negative axis to
2786 | /// positive, axes outside the valid range will be clamped to a valid value,
2787 + /// ``start_axis`` to ``0`` and ``end_axis`` to ``ndim - 1``.
2788 | ///
2789 | /// - Parameters:
warning: '0' doesn't exist at '/MLX/flatten(_:startAxis:endAxis:stream:)'
--> ../Ops.swift:2787:25-2787:26
2785 | /// inclusive. Negative axes are supported. After converting negative axis to
2786 | /// positive, axes outside the valid range will be clamped to a valid value,
2787 + /// ``start_axis`` to ``0`` and ``end_axis`` to ``ndim - 1``.
2788 | ///
2789 | /// - Parameters:
warning: 'end_axis' doesn't exist at '/MLX/flatten(_:startAxis:endAxis:stream:)'
--> ../Ops.swift:2787:35-2787:43
2785 | /// inclusive. Negative axes are supported. After converting negative axis to
2786 | /// positive, axes outside the valid range will be clamped to a valid value,
2787 + /// ``start_axis`` to ``0`` and ``end_axis`` to ``ndim - 1``.
2788 | ///
2789 | /// - Parameters:
warning: 'ndim - 1' doesn't exist at '/MLX/flatten(_:startAxis:endAxis:stream:)'
--> ../Ops.swift:2787:51-2787:59
2785 | /// inclusive. Negative axes are supported. After converting negative axis to
2786 | /// positive, axes outside the valid range will be clamped to a valid value,
2787 + /// ``start_axis`` to ``0`` and ``end_axis`` to ``ndim - 1``.
2788 | ///
2789 | /// - Parameters:
warning: Parameter 'start_axis' not found in function declaration
--> ../Ops.swift:2791:11-2791:21
2789 | /// - Parameters:
2790 | /// - a: input array
2791 + /// - start_axis: first dim to flatten
| ╰─suggestion: Replace 'start_axis' with 'startAxis'
2792 | /// - end_axis: last dim to flatten
2793 | /// - stream: stream or device to evaluate on
warning: Parameter 'end_axis' not found in function declaration
--> ../Ops.swift:2792:11-2792:19
2790 | /// - a: input array
2791 | /// - start_axis: first dim to flatten
2792 + /// - end_axis: last dim to flatten
| ╰─suggestion: Replace 'end_axis' with 'endAxis'
2793 | /// - stream: stream or device to evaluate on
2794 | public func flatten(
warning: Parameter 'startAxis' is missing documentation
--> ../Ops.swift:2793:50-2793:50
2791 | /// - start_axis: first dim to flatten
2792 | /// - end_axis: last dim to flatten
2793 + /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'startAxis' parameter
2794 | public func flatten(
2795 | _ a: MLXArray, startAxis: Int, endAxis: Int = -1, stream: StreamOrDevice = .default
warning: Parameter 'endAxis' is missing documentation
--> ../Ops.swift:2793:50-2793:50
2791 | /// - start_axis: first dim to flatten
2792 | /// - end_axis: last dim to flatten
2793 + /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'endAxis' parameter
2794 | public func flatten(
2795 | _ a: MLXArray, startAxis: Int, endAxis: Int = -1, stream: StreamOrDevice = .default
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:272:26-272:26
270 | /// - loc: mean of the distribution
271 | /// - scale: standard deviation of the distribution
272 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
273 | public static func normal<T>(
274 | _ shape: [Int] = [], type: T.Type = Float.self, loc: Float = 0, scale: Float = 1,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:307:26-307:26
305 | /// - loc: mean of the distribution
306 | /// - scale: standard deviation of the distribution
307 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
308 | public static func normal(
309 | _ shape: [Int] = [], dtype: DType = .float32, loc: Float = 0, scale: Float = 1,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:337:26-337:26
335 | /// shapes of `mean` and `covariance`.
336 | /// - dtype: DType of the result
337 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
338 | public static func multivariateNormal(
339 | mean: MLXArray, covariance: MLXArray, shape: [Int] = [], dtype: DType = .float32,
warning: Parameter 'axis' is missing documentation
--> ../Random.swift:690:70-690:70
688 | ///
689 | /// - Parameters:
690 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'axis' parameter
691 | public static func categorical(
692 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:690:70-690:70
688 | ///
689 | /// - Parameters:
690 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'stream' parameter
691 | public static func categorical(
692 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'key' is missing documentation
--> ../Random.swift:690:70-690:70
688 | ///
689 | /// - Parameters:
690 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'key' parameter
691 | public static func categorical(
692 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'shape' is missing documentation
--> ../Random.swift:690:70-690:70
688 | ///
689 | /// - Parameters:
690 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'shape' parameter
691 | public static func categorical(
692 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'axis' is missing documentation
--> ../Random.swift:726:70-726:70
724 | ///
725 | /// - Parameters:
726 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'axis' parameter
727 | public static func categorical(
728 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'key' is missing documentation
--> ../Random.swift:726:70-726:70
724 | ///
725 | /// - Parameters:
726 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'key' parameter
727 | public static func categorical(
728 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:726:70-726:70
724 | ///
725 | /// - Parameters:
726 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'stream' parameter
727 | public static func categorical(
728 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'count' is missing documentation
--> ../Random.swift:726:70-726:70
724 | ///
725 | /// - Parameters:
726 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'count' parameter
727 | public static func categorical(
728 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'key' is missing documentation
--> ../Random.swift:746:49-746:49
744 | /// - dtype: type of the output
745 | /// - loc: mean of the distribution
746 + /// - scale: scale "b" of the distribution
| ╰─suggestion: Document 'key' parameter
747 | public static func laplace(
748 | _ shape: [Int] = [], dtype: DType = .float32, loc: Float = 0, scale: Float = 1,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:746:49-746:49
744 | /// - dtype: type of the output
745 | /// - loc: mean of the distribution
746 + /// - scale: scale "b" of the distribution
| ╰─suggestion: Document 'stream' parameter
747 | public static func laplace(
748 | _ shape: [Int] = [], dtype: DType = .float32, loc: Float = 0, scale: Float = 1,
warning: 'RandomState' doesn't exist at '/MLX/seed(_:)'
--> ../Random.swift:766:9-766:20
764 | /// ### See Also
765 | /// - ``key(_:)``
766 + /// - ``RandomState``
767 | /// - ``globalState``
768 | public func seed(_ seed: UInt64) {
warning: 'globalState' doesn't exist at '/MLX/seed(_:)'
--> ../Random.swift:767:9-767:20
765 | /// - ``key(_:)``
766 | /// - ``RandomState``
767 + /// - ``globalState``
768 | public func seed(_ seed: UInt64) {
769 | return MLXRandom.seed(seed)
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:895:22-895:22
893 | /// - loc: mean of the distribution
894 | /// - scale: standard deviation of the distribution
895 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
896 | public func normal<T>(
897 | _ shape: [Int] = [], type: T.Type = Float.self, loc: Float = 0, scale: Float = 1,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:924:22-924:22
922 | /// - loc: mean of the distribution
923 | /// - scale: standard deviation of the distribution
924 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
925 | public func normal(
926 | _ shape: [Int] = [], dtype: DType = .float32, loc: Float = 0, scale: Float = 1,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:948:22-948:22
946 | /// shapes of `mean` and `covariance`.
947 | /// - dtype: DType of the result
948 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
949 | public func multivariateNormal(
950 | mean: MLXArray, covariance: MLXArray, shape: [Int] = [], dtype: DType = .float32,
warning: Parameter 'axis' is missing documentation
--> ../Random.swift:1209:66-1209:66
1207 | ///
1208 | /// - Parameters:
1209 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'axis' parameter
1210 | public func categorical(
1211 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'key' is missing documentation
--> ../Random.swift:1209:66-1209:66
1207 | ///
1208 | /// - Parameters:
1209 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'key' parameter
1210 | public func categorical(
1211 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:1209:66-1209:66
1207 | ///
1208 | /// - Parameters:
1209 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'stream' parameter
1210 | public func categorical(
1211 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'shape' is missing documentation
--> ../Random.swift:1209:66-1209:66
1207 | ///
1208 | /// - Parameters:
1209 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'shape' parameter
1210 | public func categorical(
1211 | _ logits: MLXArray, axis: Int = -1, shape: [Int]? = nil, key: RandomStateOrKey? = nil,
warning: Parameter 'key' is missing documentation
--> ../Random.swift:1232:66-1232:66
1230 | ///
1231 | /// - Parameters:
1232 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'key' parameter
1233 | public func categorical(
1234 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:1232:66-1232:66
1230 | ///
1231 | /// - Parameters:
1232 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'stream' parameter
1233 | public func categorical(
1234 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'count' is missing documentation
--> ../Random.swift:1232:66-1232:66
1230 | ///
1231 | /// - Parameters:
1232 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'count' parameter
1233 | public func categorical(
1234 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'axis' is missing documentation
--> ../Random.swift:1232:66-1232:66
1230 | ///
1231 | /// - Parameters:
1232 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'axis' parameter
1233 | public func categorical(
1234 | _ logits: MLXArray, axis: Int = -1, count: Int, key: RandomStateOrKey? = nil,
warning: Parameter 'key' is missing documentation
--> ../Random.swift:1246:45-1246:45
1244 | /// - dtype: type of the output
1245 | /// - loc: mean of the distribution
1246 + /// - scale: scale "b" of the distribution
| ╰─suggestion: Document 'key' parameter
1247 | public func laplace(
1248 | _ shape: [Int] = [], dtype: DType = .float32, loc: Float = 0, scale: Float = 1,
warning: Parameter 'stream' is missing documentation
--> ../Random.swift:1246:45-1246:45
1244 | /// - dtype: type of the output
1245 | /// - loc: mean of the distribution
1246 + /// - scale: scale "b" of the distribution
| ╰─suggestion: Document 'stream' parameter
1247 | public func laplace(
1248 | _ shape: [Int] = [], dtype: DType = .float32, loc: Float = 0, scale: Float = 1,
warning: 'withNewDefaultStream(_:)' doesn't exist at '/MLX/Stream/init(_:)'
--> ../Stream.swift:128:20-128:44
126 | /// New stream on the given device.
127 | ///
128 + /// See also ``withNewDefaultStream(_:)``
129 | public init(_ device: Device) {
130 | self.ctx = evalLock.withLock {
Finished building documentation for 'MLX' (0.91s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
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[52/57] Compiling SymbolKit UnifiedSymbol.swift
[53/57] Compiling SymbolKit UnifiedSymbolGraph+Encodable.swift
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[56/61] Compiling snippet_extract SymbolGraph+Snippet.swift
[57/61] Compiling snippet_extract SnippetBuildCommand.swift
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Build of product 'snippet-extract' complete! (4.20s)
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[16/17] Compiling ComplexModule Complex.swift
[17/17] Emitting module ComplexModule
[18/19] Emitting module Numerics
[19/19] Compiling Numerics Numerics.swift
[20/49] Compiling MLX Stream.swift
[21/49] Compiling MLX Transforms+Compile.swift
[22/49] Compiling MLX Transforms+Eval.swift
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[31/52] Compiling MLX Export.swift
[32/52] Compiling MLX FFT.swift
[33/52] Compiling MLX Factory.swift
[34/52] Emitting module MLX
[35/52] Compiling MLX MLXFast.swift
[36/52] Compiling MLX MLXFastKernel.swift
[37/52] Compiling MLX Nested.swift
[38/52] Compiling MLX Transforms+Grad.swift
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[41/52] Compiling MLX Ops+Array.swift
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[43/52] Compiling MLX ParameterTypes.swift
[44/52] Compiling MLX MLXArray+Init.swift
[45/52] Compiling MLX MLXArray+Ops.swift
[46/52] Compiling MLX MLXArray.swift
[47/52] Compiling MLX Protocols.swift
[48/52] Compiling MLX Random.swift
[49/52] Compiling MLX State.swift
[50/52] Compiling MLX Linalg.swift
/Users/admin/builder/spi-builder-workspace/Source/MLX/MLXArray+Bytes.swift:288:13: warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
286 | /// - ``asData(access:)``
287 | public func asMTLBuffer(device: any MTLDevice, noCopy: Bool = false) -> (any MTLBuffer)? {
288 | let data = asData(access: noCopy ? .noCopyIfContiguous : .copy)
| `- warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
289 |
290 | self.eval()
[51/52] Compiling MLX MLXArray+Bytes.swift
/Users/admin/builder/spi-builder-workspace/Source/MLX/MLXArray+Bytes.swift:288:13: warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
286 | /// - ``asData(access:)``
287 | public func asMTLBuffer(device: any MTLDevice, noCopy: Bool = false) -> (any MTLBuffer)? {
288 | let data = asData(access: noCopy ? .noCopyIfContiguous : .copy)
| `- warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
289 |
290 | self.eval()
[52/52] Compiling MLX MLXArray+Indexing.swift
/Users/admin/builder/spi-builder-workspace/Source/MLX/MLXArray+Bytes.swift:288:13: warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
286 | /// - ``asData(access:)``
287 | public func asMTLBuffer(device: any MTLDevice, noCopy: Bool = false) -> (any MTLBuffer)? {
288 | let data = asData(access: noCopy ? .noCopyIfContiguous : .copy)
| `- warning: initialization of immutable value 'data' was never used; consider replacing with assignment to '_' or removing it
289 |
290 | self.eval()
Build of target: 'MLX' complete! (2.68s)
Target: MLXRandom
Extracting symbol information for 'MLXRandom'...
Finished extracting symbol information for 'MLXRandom'. (1.00s)
Building documentation for 'MLXRandom'...
warning: Parameter 'stream' is missing documentation
--> Source/MLXRandom/Random.swift:160:22-160:22
158 | /// - loc: mean of the distribution
159 | /// - scale: standard deviation of the distribution
160 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
161 | @available(*, deprecated, message: "normal is now avaiable in the main MLX module")
162 | @_disfavoredOverload
warning: Parameter 'stream' is missing documentation
--> Source/MLXRandom/Random.swift:191:22-191:22
189 | /// - loc: mean of the distribution
190 | /// - scale: standard deviation of the distribution
191 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
192 | @available(*, deprecated, message: "normal is now avaiable in the main MLX module")
193 | @_disfavoredOverload
warning: Parameter 'stream' is missing documentation
--> Source/MLXRandom/Random.swift:217:22-217:22
215 | /// shapes of `mean` and `covariance`.
216 | /// - dtype: DType of the result
217 + /// - key: PRNG key
| ╰─suggestion: Document 'stream' parameter
218 | @available(*, deprecated, message: "multivariateNormal is now avaiable in the main MLX module")
219 | @_disfavoredOverload
warning: Parameter 'shape' is missing documentation
--> Source/MLXRandom/Random.swift:498:66-498:66
496 | ///
497 | /// - Parameters:
498 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'shape' parameter
499 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
500 | @_disfavoredOverload
warning: Parameter 'key' is missing documentation
--> Source/MLXRandom/Random.swift:498:66-498:66
496 | ///
497 | /// - Parameters:
498 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'key' parameter
499 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
500 | @_disfavoredOverload
warning: Parameter 'stream' is missing documentation
--> Source/MLXRandom/Random.swift:498:66-498:66
496 | ///
497 | /// - Parameters:
498 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'stream' parameter
499 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
500 | @_disfavoredOverload
warning: Parameter 'axis' is missing documentation
--> Source/MLXRandom/Random.swift:498:66-498:66
496 | ///
497 | /// - Parameters:
498 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'axis' parameter
499 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
500 | @_disfavoredOverload
warning: Parameter 'stream' is missing documentation
--> Source/MLXRandom/Random.swift:523:66-523:66
521 | ///
522 | /// - Parameters:
523 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'stream' parameter
524 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
525 | @_disfavoredOverload
warning: Parameter 'count' is missing documentation
--> Source/MLXRandom/Random.swift:523:66-523:66
521 | ///
522 | /// - Parameters:
523 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'count' parameter
524 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
525 | @_disfavoredOverload
warning: Parameter 'key' is missing documentation
--> Source/MLXRandom/Random.swift:523:66-523:66
521 | ///
522 | /// - Parameters:
523 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'key' parameter
524 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
525 | @_disfavoredOverload
warning: Parameter 'axis' is missing documentation
--> Source/MLXRandom/Random.swift:523:66-523:66
521 | ///
522 | /// - Parameters:
523 + /// - logits: The *unnormalized* categorical distribution(s).
| ╰─suggestion: Document 'axis' parameter
524 | @available(*, deprecated, message: "categorical is now avaiable in the main MLX module")
525 | @_disfavoredOverload
warning: Parameter 'key' is missing documentation
--> Source/MLXRandom/Random.swift:539:45-539:45
537 | /// - dtype: type of the output
538 | /// - loc: mean of the distribution
539 + /// - scale: scale "b" of the distribution
| ╰─suggestion: Document 'key' parameter
540 | @available(*, deprecated, message: "laplace is now avaiable in the main MLX module")
541 | @_disfavoredOverload
warning: Parameter 'stream' is missing documentation
--> Source/MLXRandom/Random.swift:539:45-539:45
537 | /// - dtype: type of the output
538 | /// - loc: mean of the distribution
539 + /// - scale: scale "b" of the distribution
| ╰─suggestion: Document 'stream' parameter
540 | @available(*, deprecated, message: "laplace is now avaiable in the main MLX module")
541 | @_disfavoredOverload
Finished building documentation for 'MLXRandom' (0.06s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
Building for debugging...
[0/3] Write swift-version-2F0A5646E1D333AE.txt
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[2/3] Compiling MLXRandom Random.swift
[3/3] Emitting module MLXRandom
Build of target: 'MLXRandom' complete! (0.88s)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/linkable-paths.json
Target: MLXNN
Extracting symbol information for 'MLXNN'...
Finished extracting symbol information for 'MLXNN'. (1.93s)
Building documentation for 'MLXNN'...
Finished building documentation for 'MLXNN' (0.30s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
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[6/22] Compiling MLXNN Dropout.swift
[7/23] Compiling MLXNN Recurrent.swift
[8/23] Compiling MLXNN Transformer.swift
[9/23] Compiling MLXNN Activations.swift
[10/23] Compiling MLXNN Cache.swift
[11/23] Emitting module MLXNN
[12/23] Compiling MLXNN ValueAndGrad.swift
[13/23] Compiling MLXNN PositionalEncoding.swift
[14/23] Compiling MLXNN Quantized.swift
[15/23] Compiling MLXNN Normalization.swift
[16/23] Compiling MLXNN Pooling.swift
[17/23] Compiling MLXNN Embedding.swift
[18/23] Compiling MLXNN Linear.swift
[19/23] Compiling MLXNN Containers.swift
[20/23] Compiling MLXNN Convolution.swift
[21/23] Compiling MLXNN Losses.swift
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:453:42: warning: immutable value 'p' was never used; consider replacing with '_' or removing it
451 | p._updateInternal(newArray)
452 |
453 | case (.value(.parameters(let p)), .none):
| `- warning: immutable value 'p' was never used; consider replacing with '_' or removing it
454 | if Self.parameterIsValid(key) {
455 | throw UpdateError.keyNotFound(base: describeType(self), key: key)
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1346:34: warning: conditional downcast from 'T?' to 'T' does nothing
1344 | // note: this gives a warning but it does in fact do something
1345 | // in the case where this is e.g. ParameterInfo<MLXArray?>
1346 | if let value = value as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1347 | return value
1348 | } else {
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1459:36: warning: conditional downcast from 'T?' to 'T' does nothing
1457 | // note: this gives a warning but it does in fact do something
1458 | // in the case where this is e.g. ModuleInfo<Linear?>
1459 | if let module = module as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1460 | return module
1461 | } else {
[22/23] Compiling MLXNN Module.swift
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:453:42: warning: immutable value 'p' was never used; consider replacing with '_' or removing it
451 | p._updateInternal(newArray)
452 |
453 | case (.value(.parameters(let p)), .none):
| `- warning: immutable value 'p' was never used; consider replacing with '_' or removing it
454 | if Self.parameterIsValid(key) {
455 | throw UpdateError.keyNotFound(base: describeType(self), key: key)
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1346:34: warning: conditional downcast from 'T?' to 'T' does nothing
1344 | // note: this gives a warning but it does in fact do something
1345 | // in the case where this is e.g. ParameterInfo<MLXArray?>
1346 | if let value = value as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1347 | return value
1348 | } else {
/Users/admin/builder/spi-builder-workspace/Source/MLXNN/Module.swift:1459:36: warning: conditional downcast from 'T?' to 'T' does nothing
1457 | // note: this gives a warning but it does in fact do something
1458 | // in the case where this is e.g. ModuleInfo<Linear?>
1459 | if let module = module as? T {
| `- warning: conditional downcast from 'T?' to 'T' does nothing
1460 | return module
1461 | } else {
[23/23] Compiling MLXNN Upsample.swift
Build of target: 'MLXNN' complete! (1.77s)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/linkable-paths.json
Target: MLXOptimizers
Extracting symbol information for 'MLXOptimizers'...
Finished extracting symbol information for 'MLXOptimizers'. (1.24s)
Building documentation for 'MLXOptimizers'...
Finished building documentation for 'MLXOptimizers' (0.08s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
Building for debugging...
[0/3] Write swift-version-2F0A5646E1D333AE.txt
Build of product 'snippet-extract' complete! (0.53s)
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[0/1] Write swift-version-2F0A5646E1D333AE.txt
[2/3] Emitting module MLXOptimizers
[3/3] Compiling MLXOptimizers Optimizers.swift
Build of target: 'MLXOptimizers' complete! (1.13s)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/linkable-paths.json
Target: MLXFFT
Extracting symbol information for 'MLXFFT'...
Finished extracting symbol information for 'MLXFFT'. (0.97s)
Building documentation for 'MLXFFT'...
warning: Parameter 'n' not found in function declaration
--> Source/MLXFFT/FFT.swift:207:7-208:83
205 | /// - Parameters:
206 | /// - array: input array
207 + /// - n: size of the transformed axis. The corresponding axis in the input is truncated or padded with zeros to
| ╰─suggestion: Remove 'n' parameter documentation
208 + /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
209 | /// - axis: axis along which to perform the FFT
210 | /// - stream: stream or device to evaluate on
warning: Parameter 'axis' not found in function declaration
--> Source/MLXFFT/FFT.swift:209:7-209:50
207 | /// - n: size of the transformed axis. The corresponding axis in the input is truncated or padded with zeros to
208 | /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
209 + /// - axis: axis along which to perform the FFT
| ╰─suggestion: Remove 'axis' parameter documentation
210 | /// - stream: stream or device to evaluate on
211 | /// - Returns: inverse of ``rfft2(_:s:axes:stream:)``
warning: Parameter 's' is missing documentation
--> Source/MLXFFT/FFT.swift:210:48-210:48
208 | /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
209 | /// - axis: axis along which to perform the FFT
210 + /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 's' parameter
211 | /// - Returns: inverse of ``rfft2(_:s:axes:stream:)``
212 | ///
warning: Parameter 'axes' is missing documentation
--> Source/MLXFFT/FFT.swift:210:48-210:48
208 | /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
209 | /// - axis: axis along which to perform the FFT
210 + /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'axes' parameter
211 | /// - Returns: inverse of ``rfft2(_:s:axes:stream:)``
212 | ///
warning: Parameter 'n' not found in function declaration
--> Source/MLXFFT/FFT.swift:256:7-257:83
254 | /// - Parameters:
255 | /// - array: input array
256 + /// - n: size of the transformed axis. The corresponding axis in the input is truncated or padded with zeros to
| ╰─suggestion: Remove 'n' parameter documentation
257 + /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
258 | /// - axis: axis along which to perform the FFT
259 | /// - stream: stream or device to evaluate on
warning: Parameter 'axis' not found in function declaration
--> Source/MLXFFT/FFT.swift:258:7-258:50
256 | /// - n: size of the transformed axis. The corresponding axis in the input is truncated or padded with zeros to
257 | /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
258 + /// - axis: axis along which to perform the FFT
| ╰─suggestion: Remove 'axis' parameter documentation
259 | /// - stream: stream or device to evaluate on
260 | /// - Returns: inverse of ``rfftn(_:s:axes:stream:)``
warning: Parameter 's' is missing documentation
--> Source/MLXFFT/FFT.swift:259:48-259:48
257 | /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
258 | /// - axis: axis along which to perform the FFT
259 + /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 's' parameter
260 | /// - Returns: inverse of ``rfftn(_:s:axes:stream:)``
261 | ///
warning: Parameter 'axes' is missing documentation
--> Source/MLXFFT/FFT.swift:259:48-259:48
257 | /// match `n / 2 + 1`. If not specified `array.dim(axis) / 2 + 1` will be used.
258 | /// - axis: axis along which to perform the FFT
259 + /// - stream: stream or device to evaluate on
| ╰─suggestion: Document 'axes' parameter
260 | /// - Returns: inverse of ``rfftn(_:s:axes:stream:)``
261 | ///
Finished building documentation for 'MLXFFT' (0.05s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
Building for debugging...
[0/3] Write swift-version-2F0A5646E1D333AE.txt
Build of product 'snippet-extract' complete! (0.53s)
Building for debugging...
[0/1] Write swift-version-2F0A5646E1D333AE.txt
[2/3] Compiling MLXFFT FFT.swift
[3/3] Emitting module MLXFFT
Build of target: 'MLXFFT' complete! (0.86s)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/linkable-paths.json
Target: MLXLinalg
Extracting symbol information for 'MLXLinalg'...
Finished extracting symbol information for 'MLXLinalg'. (0.97s)
Building documentation for 'MLXLinalg'...
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLXLinalg'
--> Source/MLXLinalg/Linalg.swift:103:42-103:48
101 | ///
102 | /// ### See Also
103 + /// - ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ├─suggestion: Replace '4dwwp' with '(_,Double,_,_,_)' for 'func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Replace '4dwwp' with '(_,MLXLinalg.NormKind?,_,_,_)' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
104 | @available(*, deprecated, message: "norm is now avaiable in the main MLX module")
105 | @_disfavoredOverload
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLXLinalg'
--> Source/MLXLinalg/Linalg.swift:115:44-115:50
113 | /// Matrix or vector norm.
114 | ///
115 + /// See ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ├─suggestion: Replace '4dwwp' with '(_,Double,_,_,_)' for 'func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Replace '4dwwp' with '(_,MLXLinalg.NormKind?,_,_,_)' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
116 | @available(*, deprecated, message: "norm is now avaiable in the main MLX module")
117 | @_disfavoredOverload
warning: 'norm(_:ord:axes:keepDims:stream:)' is ambiguous at '/MLXLinalg'
--> Source/MLXLinalg/Linalg.swift:127:11-127:44
125 | /// Matrix or vector norm.
126 | ///
127 + /// See ``norm(_:ord:axes:keepDims:stream:)``
| ├─suggestion: Insert '-(_,Double,_,_,_)' for 'func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Insert '-(_,MLXLinalg.NormKind?,_,_,_)' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
128 | @available(*, deprecated, message: "norm is now avaiable in the main MLX module")
129 | @_disfavoredOverload
warning: '4dwwp' isn't a disambiguation for 'norm(_:ord:axes:keepDims:stream:)' at '/MLXLinalg'
--> Source/MLXLinalg/Linalg.swift:139:44-139:50
137 | /// Matrix or vector norm.
138 | ///
139 + /// See ``norm(_:ord:axes:keepDims:stream:)-4dwwp``
| ├─suggestion: Replace '4dwwp' with '(_,Double,_,_,_)' for 'func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Replace '4dwwp' with '(_,MLXLinalg.NormKind?,_,_,_)' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
140 | @available(*, deprecated, message: "norm is now avaiable in the main MLX module")
141 | @_disfavoredOverload
warning: 'norm(_:ord:axes:keepDims:stream:)' is ambiguous at '/MLXLinalg'
--> Source/MLXLinalg/Linalg.swift:151:11-151:44
149 | /// Matrix or vector norm.
150 | ///
151 + /// See ``norm(_:ord:axes:keepDims:stream:)``
| ├─suggestion: Insert '-(_,Double,_,_,_)' for 'func norm(_ array: MLXArray, ord: Double, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
| ╰─suggestion: Insert '-(_,MLXLinalg.NormKind?,_,_,_)' for 'func norm(_ array: MLXArray, ord: MLXLinalg.NormKind? = nil, axes: [Int], keepDims: Bool = false, stream: StreamOrDevice = .default) -> MLXArray'
152 | @available(*, deprecated, message: "norm is now avaiable in the main MLX module")
153 | @_disfavoredOverload
warning: 'A' doesn't exist at '/MLXLinalg/lu(_:stream:)'
--> Source/MLXLinalg/Linalg.swift:289:56-289:57
287 | }
288 |
289 + /// Compute the LU factorization of the given matrix ``A``.
290 | ///
291 | /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
warning: 'scipy.linalg.lu' doesn't exist at '/MLXLinalg/lu(_:stream:)'
--> Source/MLXLinalg/Linalg.swift:291:44-291:59
289 | /// Compute the LU factorization of the given matrix ``A``.
290 | ///
291 + /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
292 | /// are indices. To reconstruct the input use ``L[P] @ U`` for 2
293 | /// dimensions or ``takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U``
warning: 'L[P] @ U' doesn't exist at '/MLXLinalg/lu(_:stream:)'
--> Source/MLXLinalg/Linalg.swift:292:49-292:57
290 | ///
291 | /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
292 + /// are indices. To reconstruct the input use ``L[P] @ U`` for 2
293 | /// dimensions or ``takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U``
294 | /// for more than 2 dimensions.
warning: 'takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U' doesn't exist at '/MLXLinalg/lu(_:stream:)'
--> Source/MLXLinalg/Linalg.swift:293:21-293:71
291 | /// Note, unlike the default behavior of ``scipy.linalg.lu``, the pivots
292 | /// are indices. To reconstruct the input use ``L[P] @ U`` for 2
293 + /// dimensions or ``takeAlong(L, P[.ellipsis, .newAxis], axis: -2) @ U``
294 | /// for more than 2 dimensions.
295 | ///
Finished building documentation for 'MLXLinalg' (0.06s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
Building for debugging...
[0/3] Write swift-version-2F0A5646E1D333AE.txt
Build of product 'snippet-extract' complete! (0.53s)
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[0/1] Write swift-version-2F0A5646E1D333AE.txt
[2/3] Compiling MLXLinalg Linalg.swift
[3/3] Emitting module MLXLinalg
Build of target: 'MLXLinalg' complete! (0.87s)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/linkable-paths.json
Target: MLXFast
Extracting symbol information for 'MLXFast'...
Finished extracting symbol information for 'MLXFast'. (0.72s)
Building documentation for 'MLXFast'...
warning: 'metalKernel(name:inputNames:outputNames:source:header:ensureRowContiguous:atomicOutputs:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:)' doesn't exist at '/MLXFast/MLXFastKernel'
--> Source/MLXFast/MLXFastKernel.swift:7:7-7:166
5 |
6 | /// Container for a kernel created by
7 + /// ``metalKernel(name:inputNames:outputNames:source:header:ensureRowContiguous:atomicOutputs:template:grid:threadGroup:outputShapes:outputDTypes:initValue:verbose:)``
8 | ///
9 | /// The ``MLXFast/MLXFastKernel`` can be used to evaluate the kernel with inputs:
Finished building documentation for 'MLXFast' (0.04s)
Generated documentation archive at:
/Users/admin/builder/spi-builder-workspace/.docs/ml-explore/mlx-swift/0.25.4
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Build of target: 'MLXFast' complete! (0.61s)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/ml-explore/mlx-swift/0.25.4/linkable-paths.json
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✅ Doc result (uploading) reported
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Doc archive source directory: $PWD/.docs/ml-explore/mlx-swift/0.25.4
File count: 3666
Doc size: 30.0MB
Preparing doc bundle ...
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