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Build Information

Successful build of SwiftSci, reference v3.12.0 (3c5317), with Swift 6.4 for macOS (SPM) on 31 Oct 2026 05:15:23 UTC.

Swift 6 data race errors: 0

Build Command

env DEVELOPER_DIR=/Applications/Xcode-27.0.0.app xcrun swift build --arch arm64

Build Log

========================================
RunAll
========================================
Builder version: 5.1.4
Interrupt handler set up.
========================================
Checkout
========================================
Clone URL: https://github.com/Nodibell/SwiftSci.git
Reference: v3.12.0
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/Nodibell/SwiftSci
 * tag               v3.12.0    -> FETCH_HEAD
HEAD is now at 3c5317d docs(benchmarks): update README, PERFORMANCE, and ACCURACY with audited 3.12.0 benchmark results
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Cloned https://github.com/Nodibell/SwiftSci.git
Revision (git rev-parse @):
3c5317de0a39822130d8c59efd405346b1fe7f3e
SPI manifest file found: $PWD/.spi.yml
SUCCESS checkout https://github.com/Nodibell/SwiftSci.git at v3.12.0
Fetching https://github.com/crabel99/mlx-swift.git
[1/11809] Fetching mlx-swift
Fetched https://github.com/crabel99/mlx-swift.git (3.62s)
Fetching https://github.com/google/flatbuffers.git
Fetching https://github.com/apple/swift-numerics
Fetching https://github.com/swiftlang/swift-docc-plugin
Fetching https://github.com/apple/swift-argument-parser
Fetching https://github.com/apache/arrow-swift.git
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Fetched https://github.com/apple/swift-atomics.git (1.35s)
[15296/34494] Fetching arrow-swift, swift-docc-plugin, swift-numerics, swift-argument-parser, swift-docc-symbolkit
Fetched https://github.com/apache/arrow-swift.git (1.35s)
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Fetched https://github.com/swiftlang/swift-docc-symbolkit (1.36s)
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[21666/122274] Fetching swift-docc-plugin, swift-argument-parser, flatbuffers
Fetched https://github.com/apple/swift-argument-parser (1.93s)
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Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.1.1 (15.90s)
Computing version for https://github.com/swiftlang/swift-docc-plugin
Computed https://github.com/swiftlang/swift-docc-plugin at 1.5.0 (10.46s)
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Computed https://github.com/apache/arrow-swift.git at 21.0.0 (0.61s)
Computing version for https://github.com/google/flatbuffers.git
warning: 'flatbuffers': /Package.swift:23:11: warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
21 |   name: "FlatBuffers",
22 |   platforms: [
23 |     .iOS(.v11),
   |           `- warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
24 |     .macOS(.v10_14),
25 |   ],
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
Computed https://github.com/google/flatbuffers.git at 25.2.10 (0.54s)
Computing version for https://github.com/apple/swift-argument-parser.git
Computed https://github.com/apple/swift-argument-parser.git at 1.8.2 (0.58s)
Computing version for https://github.com/swiftlang/swift-docc-symbolkit
Computed https://github.com/swiftlang/swift-docc-symbolkit at 1.0.0 (0.70s)
Computing version for https://github.com/apple/swift-atomics.git
Computed https://github.com/apple/swift-atomics.git at 1.3.1 (0.55s)
Creating working copy for https://github.com/swiftlang/swift-docc-plugin
Working copy of https://github.com/swiftlang/swift-docc-plugin resolved at 1.5.0
Creating working copy for https://github.com/apple/swift-atomics.git
Working copy of https://github.com/apple/swift-atomics.git resolved at 1.3.1
Creating working copy for https://github.com/swiftlang/swift-docc-symbolkit
Working copy of https://github.com/swiftlang/swift-docc-symbolkit resolved at 1.0.0
Creating working copy for https://github.com/apache/arrow-swift.git
Working copy of https://github.com/apache/arrow-swift.git resolved at 21.0.0
Creating working copy for https://github.com/crabel99/mlx-swift.git
Working copy of https://github.com/crabel99/mlx-swift.git resolved at 4657976edcdd2c60642424985d474b45ddddb390
Creating working copy for https://github.com/apple/swift-argument-parser
Working copy of https://github.com/apple/swift-argument-parser resolved at 1.8.2
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.1.1
Creating working copy for https://github.com/google/flatbuffers.git
Working copy of https://github.com/google/flatbuffers.git resolved at 25.2.10
warning: 'flatbuffers': /Users/admin/builder/spi-builder-workspace/.build/checkouts/flatbuffers/Package.swift:23:11: warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
21 |   name: "FlatBuffers",
22 |   platforms: [
23 |     .iOS(.v11),
   |           `- warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
24 |     .macOS(.v10_14),
25 |   ],
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
========================================
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",
  "traits": [
    "default"
  ],
  "dependencies": [
    {
      "identity": "swiftsci",
      "name": "SwiftSci",
      "url": "https://github.com/Nodibell/SwiftSci.git",
      "version": "unspecified",
      "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/SwiftSci",
      "traits": [
        "default"
      ],
      "dependencies": [
        {
          "identity": "swift-argument-parser",
          "name": "swift-argument-parser",
          "url": "https://github.com/apple/swift-argument-parser.git",
          "version": "1.8.2",
          "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/swift-argument-parser",
          "traits": [
            "default"
          ],
          "dependencies": [
          ]
        },
        {
          "identity": "flatbuffers",
          "name": "FlatBuffers",
          "url": "https://github.com/google/flatbuffers.git",
          "version": "25.2.10",
          "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/flatbuffers",
          "traits": [
            "default"
          ],
          "dependencies": [
          ]
        },
        {
          "identity": "arrow-swift",
          "name": "Arrow",
          "url": "https://github.com/apache/arrow-swift.git",
          "version": "21.0.0",
          "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/arrow-swift",
          "traits": [
            "default"
          ],
          "dependencies": [
            {
              "identity": "flatbuffers",
              "name": "FlatBuffers",
              "url": "https://github.com/google/flatbuffers.git",
              "version": "25.2.10",
              "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/flatbuffers",
              "traits": [
                "default"
              ],
              "dependencies": [
              ]
            },
            {
              "identity": "swift-atomics",
              "name": "swift-atomics",
              "url": "https://github.com/apple/swift-atomics.git",
              "version": "1.3.1",
              "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/swift-atomics",
              "traits": [
                "default"
              ],
              "dependencies": [
              ]
            }
          ]
        },
        {
          "identity": "mlx-swift",
          "name": "mlx-swift",
          "url": "https://github.com/crabel99/mlx-swift.git",
          "version": "unspecified",
          "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/mlx-swift",
          "traits": [
            "default"
          ],
          "dependencies": [
            {
              "identity": "swift-numerics",
              "name": "swift-numerics",
              "url": "https://github.com/apple/swift-numerics",
              "version": "1.1.1",
              "path": "/Users/admin/builder/spi-builder-workspace/.resolve-product-dependencies/.build/checkouts/swift-numerics",
              "traits": [
                "default"
              ],
              "dependencies": [
              ]
            }
          ]
        }
      ]
    }
  ]
}
Fetching https://github.com/Nodibell/SwiftSci.git
[1/330018] Fetching swiftsci
Fetched https://github.com/Nodibell/SwiftSci.git (131.64s)
Fetching https://github.com/crabel99/mlx-swift.git from cache
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Fetching https://github.com/google/flatbuffers.git from cache
Fetching https://github.com/apple/swift-argument-parser.git from cache
Fetching https://github.com/apple/swift-numerics from cache
Fetching https://github.com/apache/arrow-swift.git from cache
Fetched https://github.com/apple/swift-argument-parser.git from cache (0.68s)
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Fetched https://github.com/apple/swift-numerics from cache (0.70s)
Fetched https://github.com/google/flatbuffers.git from cache (1.55s)
Computing version for https://github.com/apache/arrow-swift.git
Computed https://github.com/apache/arrow-swift.git at 21.0.0 (1.64s)
Fetching https://github.com/apple/swift-atomics.git from cache
Fetched https://github.com/apple/swift-atomics.git from cache (0.51s)
Computing version for https://github.com/google/flatbuffers.git
Computed https://github.com/google/flatbuffers.git at 25.2.10 (0.60s)
Computing version for https://github.com/apple/swift-atomics.git
Computed https://github.com/apple/swift-atomics.git at 1.3.1 (0.04s)
Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.1.1 (0.04s)
Computing version for https://github.com/apple/swift-argument-parser.git
Computed https://github.com/apple/swift-argument-parser.git at 1.8.2 (0.58s)
Creating working copy for https://github.com/google/flatbuffers.git
Working copy of https://github.com/google/flatbuffers.git resolved at 25.2.10
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.1.1
Creating working copy for https://github.com/apache/arrow-swift.git
Working copy of https://github.com/apache/arrow-swift.git resolved at 21.0.0
Creating working copy for https://github.com/crabel99/mlx-swift.git
Working copy of https://github.com/crabel99/mlx-swift.git resolved at 4657976edcdd2c60642424985d474b45ddddb390
Creating working copy for https://github.com/apple/swift-atomics.git
Working copy of https://github.com/apple/swift-atomics.git resolved at 1.3.1
Creating working copy for https://github.com/Nodibell/SwiftSci.git
Working copy of https://github.com/Nodibell/SwiftSci.git resolved at v3.12.0 (3c5317d)
Creating working copy for https://github.com/apple/swift-argument-parser.git
Working copy of https://github.com/apple/swift-argument-parser.git resolved at 1.8.2
Found 4 product dependencies
  - swift-argument-parser
  - FlatBuffers
  - Arrow
  - mlx-swift
========================================
Build
========================================
Selected platform:         macosSpm
Swift version:             6.4
Building package at path:  $PWD
https://github.com/Nodibell/SwiftSci.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-27.0.0.app xcrun swift build --arch arm64
Building for debugging...
[Computing dependencies]
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[1287 / 1332] SwiftNLP
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[1291 / 1332] SwiftVision
[1300 / 1343] SwiftLLM
[1302 / 1346] SwiftLLM
[1314 / 1346] SwiftVision
[1317 / 1347] SwiftLLM
[1320 / 1347] SwiftLLM-product
[1320 / 1347] ScientificWorkflow-product
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[1346 / 1359] SwiftAgent
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[1349 / 1359] SwiftSciBenchmarks-product
[1360 / 1381] SwiftSciBenchmarkWorker-product
[1367 / 1381] SwiftSciBenchmarkWorker-product
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[1372 / 1381] SwiftSciBenchmarkWorker-product
[1373 / 1381] AllExcludingTests
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[1379 / 1381] SwiftSciBenchmarks-product
Build complete! (54.50 sec)
warning: 'flatbuffers': /Users/admin/builder/spi-builder-workspace/.build/checkouts/flatbuffers/Package.swift:23:11: warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
21 |   name: "FlatBuffers",
22 |   platforms: [
23 |     .iOS(.v11),
   |           `- warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
24 |     .macOS(.v10_14),
25 |   ],
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/mlx-swift_Cmlx.bundle/Contents/MacOS')
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/SwiftSci_SwiftLLM.bundle/Contents/MacOS')
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/random.metal:3:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/random.metal:3:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/searchsorted.metal:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/searchsorted.metal:6:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/searchsorted.metal:7:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/sort.h:43:8: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
    if constexpr (metal::is_floating_point_v<T>) {
       ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/sort.h:49:15: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
    } else if constexpr (metal::is_same_v<T, complex64_t>) {
              ^
9 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/rope.metal:5:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/rope.metal:5:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/rms_norm.metal:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/rms_norm.metal:6:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/dot.metal:3:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/dot.h:5:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/dot.metal:3:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/dot.h:5:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/arg_reduce.metal:5:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/arg_reduce.metal:5:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/scaled_dot_product_attention.metal:4:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/scaled_dot_product_attention.metal:4:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/layer_norm.metal:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/layer_norm.metal:6:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/conv.metal:8:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/conv.metal:8:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
7 warnings generated.
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/steel_attention.metal:4:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../utils.h:9:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../complex.h:157:54: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex32_t) == 2 * sizeof(half));
                                                     ^
                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../complex.h:158:55: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex64_t) == 2 * sizeof(float));
                                                      ^
                                                      , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../complex.h:159:70: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
static_assert(sizeof(complex_t<bfloat16_t>) == 2 * sizeof(bfloat16_t));
                                                                     ^
                                                                     , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../complex.h:299:78: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
    (complex_t<half>{1.0h, 2.0h} * complex_t<half>{3.0h, 4.0h}).real == -5.0h);
                                                                             ^
                                                                             , ""
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../complex.h:303:35: warning: 'static_assert' with no message is a C++17 extension [-Wc++17-extensions]
        .real == bfloat16_t(-5.0f));
                                  ^
                                  , ""
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/steel_attention.metal:4:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../utils.h:80:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> max = complex_t<T>(
  ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../utils.h:83:3: warning: inline variables are a C++17 extension [-Wc++17-extensions]
  inline static constexpr constant complex_t<T> min = complex_t<T>(
  ^
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/steel_attention.metal:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:3:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/attn.h:6:
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/../../steel/attn/mma.h:11:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/../../steel/utils/integral_constant.h:105:6: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
  if constexpr (start < stop) {
     ^
In file included from /Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/steel_attention.metal:6:
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:361:16: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
            if constexpr (is_bool) {
               ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:431:14: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
          if constexpr (BD >= 128) {
             ^
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/Cmlx/mlx-generated/metal/steel/attn/kernels/../../../steel/attn/kernels/steel_attention.h:441:14: warning: constexpr if is a C++17 extension [-Wc++17-extensions]
          if constexpr (BD >= 128) {
             ^
11 warnings generated.
Build complete.
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✅  Doc result (pending) reported
========================================
GenerateDocs
========================================
Generating docs at path:  $PWD/.docs/nodibell/swiftsci/v3.12.0
Repository:               Nodibell/SwiftSci
Swift version used:       6.4
            url: "https://github.com/swiftlang/swift-docc-plugin",
Target:                   SwiftDataFrame
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warning: 'flatbuffers': /Users/admin/builder/spi-builder-workspace/.build/checkouts/flatbuffers/Package.swift:23:11: warning: 'v11' is deprecated: iOS 15.0 is the oldest supported version [#DeprecatedDeclaration]
21 |   name: "FlatBuffers",
22 |   platforms: [
23 |     .iOS(.v11),
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24 |     .macOS(.v10_14),
25 |   ],
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
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warning: Extraneous content found after a link in task group list item
  --> SwiftPreprocessing.md:34:3-34:163
32 | ### Fitted model preparation
33 |
34 + - ``StandardPreprocessingPlan`` fits imputation and standard scaling once on training rows. SwiftML uses the immutable plan to prepare model-typed input directly.
   |   ╰─suggestion: Remove extraneous content
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warning: 'SwiftCluster.VectorStore' doesn't exist at '/SwiftNLP/DenseLocalEmbeddings'
  --> DenseLocalEmbeddings.md:12:107-12:131
10 | 2. **``LocalEmbeddingEngine``**: Deterministic, lightweight subword N-gram hashing projection producing customizable $D$-dimensional embeddings in microseconds with zero disk weight.
11 |
12 + Both engines integrate seamlessly with ``ZeroShotTextClassifier`` for zero-shot text categorization and ``SwiftCluster.VectorStore`` for real-time similarity search.
13 |
14 | ```mermaid
warning: 'SwiftDataFrame' doesn't exist at '/SwiftNLP/DenseLocalEmbeddings'
   --> DenseLocalEmbeddings.md:156:61-156:75
154 | ## 6. DataFrame Zero-Shot Categorization
155 |
156 + Classify entire columns of tabular data directly within a ``SwiftDataFrame`` using `zeroShotClassify`:
157 |
158 | ```swift
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Target:                   SwiftForecast
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Build complete! (1.72 sec)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/linkable-paths.json
Target:                   SwiftLLM
Extracting symbol information for 'SwiftLLM'...
Finished extracting symbol information for 'SwiftLLM'. (2.82s)
Building documentation for 'SwiftLLM'...
Finished building documentation for 'SwiftLLM' (0.18s)
Generated documentation archive at:
  /Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
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[1 / 11]
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Building for debugging...
[Computing dependencies]
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[Planning deferred tasks]
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/mlx-swift_Cmlx.bundle/Contents/MacOS')
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/SwiftSci_SwiftLLM.bundle/Contents/MacOS')
[3 / 71]
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Target:                   SwiftExplain
Extracting symbol information for 'SwiftExplain'...
Finished extracting symbol information for 'SwiftExplain'. (2.37s)
Building documentation for 'SwiftExplain'...
Finished building documentation for 'SwiftExplain' (0.08s)
Generated documentation archive at:
  /Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
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[1 / 11]
Build complete! (0.59 sec)
Building for debugging...
[Computing dependencies]
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[Planning deferred tasks]
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/mlx-swift_Cmlx.bundle/Contents/MacOS')
[9 / 17] SwiftExplain
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Build complete! (1.77 sec)
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Target:                   SwiftVisualization
Extracting symbol information for 'SwiftVisualization'...
Finished extracting symbol information for 'SwiftVisualization'. (2.35s)
Building documentation for 'SwiftVisualization'...
Finished building documentation for 'SwiftVisualization' (0.87s)
Generated documentation archive at:
  /Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
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[1 / 10]
[1 / 11]
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Building for debugging...
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[2 / 33]
[6 / 14] SwiftVisualization
[10 / 18] SwiftVisualization
Build complete! (1.74 sec)
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Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/linkable-paths.json
Target:                   SwiftVision
Extracting symbol information for 'SwiftVision'...
Finished extracting symbol information for 'SwiftVision'. (2.73s)
Building documentation for 'SwiftVision'...
Finished building documentation for 'SwiftVision' (0.24s)
Generated documentation archive at:
  /Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
Building for debugging...
[1 / 11]
Build complete! (0.43 sec)
Building for debugging...
[Computing dependencies]
[Pre-planning 1 / 714]
[Planning deferred tasks]
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/mlx-swift_Cmlx.bundle/Contents/MacOS')
[9 / 17] SwiftVision
[20 / 28] SwiftVision
[22 / 24] SwiftVision
Build complete! (2.12 sec)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/linkable-paths.json
Target:                   SwiftDatabase
Extracting symbol information for 'SwiftDatabase'...
Finished extracting symbol information for 'SwiftDatabase'. (2.52s)
Building documentation for 'SwiftDatabase'...
Finished building documentation for 'SwiftDatabase' (0.10s)
Generated documentation archive at:
  /Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
Building for debugging...
[1 / 11]
Build complete! (0.42 sec)
Building for debugging...
[Constructing description]
[Planning 241 / 273]
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[5 / 13] SwiftDatabase
[8 / 16] SwiftDatabase
[10 / 12] SwiftDatabase
Build complete! (1.93 sec)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/linkable-paths.json
Target:                   SwiftAgent
Extracting symbol information for 'SwiftAgent'...
Finished extracting symbol information for 'SwiftAgent'. (3.31s)
Building documentation for 'SwiftAgent'...
warning: 'SwiftDataFrame' doesn't exist at '/SwiftAgent/AgenticReplAndRAG'
  --> AgenticReplAndRAG.md:11:163-11:177
9  | 2. **Token-Efficient Context Summarization**: Compressing high-dimensional tables into structured, dense Markdown schema summaries that fit comfortably within LLM context windows.
10 |
11 + `SwiftAgent` provides ``SwiftAgentEvaluator`` and ``RAGContextGenerator`` to bridge on-device large language models (`SwiftLLM`) with the native performance of ``SwiftDataFrame``.
12 |
13 | ```mermaid
warning: 'SentenceEmbeddingProvider' doesn't exist at '/SwiftAgent/RAGAndContextAugmentation'
  --> RAGAndContextAugmentation.md:78:68-78:93
76 | ## 2. Choosing an Embedding Strategy
77 |
78 + `SwiftNLP` provides two built-in embedding engines conforming to ``SentenceEmbeddingProvider``:
79 |
80 | ```swift
Finished building documentation for 'SwiftAgent' (0.22s)
Generated documentation archive at:
  /Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
Building for debugging...
[1 / 11]
Build complete! (0.42 sec)
Building for debugging...
[Computing dependencies]
[Constructing description]
[Pre-planning 1 / 1237]
[Planning deferred tasks]
[Starting]
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/mlx-swift_Cmlx.bundle/Contents/MacOS')
warning: missing creator for mutated node: ('/Users/admin/builder/spi-builder-workspace/.build/out/Products/Debug/SwiftSci_SwiftLLM.bundle/Contents/MacOS')
[4 / 104]
[18 / 26] SwiftAgent
[28 / 36] SwiftAgent
[30 / 32] SwiftAgent
Build complete! (2.69 sec)
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/index/index.json
Successfully merged into /Users/admin/builder/spi-builder-workspace/.docs-staging/nodibell/swiftsci/v3.12.0/linkable-paths.json
   21436
115	/Users/admin/builder/spi-builder-workspace/.docs/nodibell/swiftsci/v3.12.0
✅  Doc result (uploading) reported
========================================
SyncDocs
========================================
Doc archive source directory: $PWD/.docs/nodibell/swiftsci/v3.12.0
File count: 21436
Doc size:   115.0MB
Preparing doc bundle ...
Using presigned URL upload - AWS credentials not required
Uploading -nodibell-swiftsci-v3.12.0-6eebad54.zip to presigned URL
Starting upload of 25615415 bytes...
Upload completed successfully
Done.