Swift Package IndexBuild Information
Failed to build SwiftRWKV, reference v0.3.0 (926f8f), with Swift 6.2 for macOS (SPM) on 24 Oct 2026 12:50:42 UTC.
Build Command
env DEVELOPER_DIR=/Applications/Xcode-26.3.0.app xcrun swift build --arch arm64Build Log
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RunAll
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Builder version: 5.1.3
Interrupt handler set up.
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Checkout
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Clone URL: https://github.com/RafaelUI/SwiftRWKV.git
Reference: v0.3.0
Initialized empty Git repository in /Users/admin/builder/spi-builder-workspace/.git/
From https://github.com/RafaelUI/SwiftRWKV
* tag v0.3.0 -> FETCH_HEAD
HEAD is now at 926f8f0 README к тегу 0.3.0: возможности (реранкер -- возобновление обучения и контракт кэшей с подключённым состоянием; эмбеддер -- прогонщик curriculum с отчётом и возобновлением, состояние на всех текстах или только на запросах; partial finetune -- на общем тренере, воспроизводим по сиду), зависимость from: "0.3.0", что менять при переходе с 0.2.4 (DocIndex.check принимает контракт; при stateScope = .queriesOnly нужна роль текста), 595 тестов, embed-run в раскладке.
Cloned https://github.com/RafaelUI/SwiftRWKV.git
Revision (git rev-parse @):
926f8f0a958deaeddfa7744359707f9b519fed67
SUCCESS checkout https://github.com/RafaelUI/SwiftRWKV.git at v0.3.0
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Build
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Selected platform: macosSpm
Swift version: 6.2
Building package at path: $PWD
https://github.com/RafaelUI/SwiftRWKV.git
Running build ...
env DEVELOPER_DIR=/Applications/Xcode-26.3.0.app xcrun swift build --arch arm64
Building for debugging...
[0/209] Write sources
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[19/209] Compiling _NumericsShims _NumericsShims.c
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[26/220] Compiling linalg.cpp
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[40/221] Compiling fft.cpp
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[58/233] Emitting module ComplexModule
[58/233] Compiling einsum.cpp
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[62/235] Compiling Numerics Numerics.swift
[63/235] Emitting module Numerics
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[64/235] Compiling no_ring.cpp
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[124/235] Compiling masked_mm.cpp
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[145/235] Compiling unary_ops.cpp
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[147/235] Compiling ternary_ops.cpp
[148/235] Compiling ternary.cpp
[149/235] Compiling steel_gemm_splitk_nax.cpp
[150/235] Compiling steel_gemm_splitk.cpp
[151/235] Compiling steel_gemm_segmented.cpp
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[153/235] Compiling steel_gemm_gather_nax.cpp
[154/235] Compiling steel_gemm_gather.cpp
[155/235] Compiling steel_gemm_fused_nax.cpp
[156/235] Compiling steel_gemm_fused.cpp
[157/235] Compiling steel_conv_general.cpp
[158/235] Compiling steel_conv_3d.cpp
[159/235] Compiling steel_conv.cpp
[160/235] Compiling steel_attention_nax.cpp
[161/235] Compiling steel_attention.cpp
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[164/235] Compiling cholesky.cpp
[165/235] Compiling scatter_axis.cpp
[166/235] Compiling scatter.cpp
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[168/235] Compiling reduce_utils.cpp
[169/235] Compiling reduce.cpp
[170/235] Compiling quantized_utils.cpp
[171/235] Compiling quantized_nax.cpp
[172/235] Compiling quantized.cpp
[173/235] Compiling masked_scatter.cpp
[174/235] Compiling logsumexp.cpp
[175/235] Compiling hadamard.cpp
[176/235] Compiling gemv_masked.cpp
[177/235] Compiling gemm_nax.cpp
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[179/235] Compiling gather_front.cpp
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[183/235] Compiling fp_quantized.cpp
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[222/235] Compiling closure.cpp
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[224/235] Compiling array.cpp
[225/235] Compiling Cmlx.m
[227/272] Compiling MLX Transforms+CompileOverloads.swift
[228/272] Compiling MLX Transforms+Eval.swift
[229/272] Compiling MLX Transforms+Grad.swift
[230/272] Compiling MLX Transforms+Internal.swift
[231/275] Compiling MLX MLXFast.swift
[232/275] Compiling MLX MLXFastKernel.swift
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[236/275] Compiling MLX Cmlx+Util.swift
[237/275] Compiling MLX DType.swift
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[239/275] Compiling MLX MLXArray+Normalizer.swift
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[250/275] Compiling MLX Transforms+Compile.swift
[251/275] Compiling MLX Foundation+Util.swift
[252/275] Compiling MLX GPU+Metal.swift
[253/275] Compiling MLX IO.swift
[254/275] Compiling MLX Linalg.swift
[255/275] Compiling MLX MLXArray+Bytes.swift
[256/275] Compiling MLX MLXArray+Indexing.swift
[257/275] Compiling MLX MLXArray+Init.swift
[258/275] Compiling MLX MLXArray+Metal.swift
[259/275] Compiling MLX ErrorHandler.swift
[260/275] Compiling MLX Export.swift
[261/275] Compiling MLX FFT.swift
[262/275] Compiling MLX Factory.swift
[263/275] Emitting module MLX
[264/275] Compiling MLX Transforms+Vmap.swift
[265/275] Compiling MLX Transforms.swift
[266/275] Compiling MLX WiredMemory.swift
[267/298] Compiling MLXFast MLXFastKernel.swift
[268/298] Emitting module MLXFast
[269/298] Compiling MLXFast MLXFast.swift
[270/298] Compiling MLXRandom Random.swift
[271/298] Emitting module MLXRandom
[272/314] Compiling MLXNN Containers.swift
[273/314] Compiling MLXNN Convolution.swift
[274/315] Compiling MLXNN ValueAndGrad.swift
[275/315] Compiling RWKVKernel WKV7Reference.swift
[276/315] Compiling RWKVKernel WKV7Step.swift
[277/315] Compiling RWKVKernel WKV7DecodeKernels.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:25:36: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
23 | // ───────────────────────────────────────────────────────────────────────
24 |
25 | private var stepKernelCache: [Int: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
26 | private var tailKernelCache: [String: MLXFastKernel] = [:]
27 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:26:39: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
24 |
25 | private var stepKernelCache: [Int: MLXFastKernel] = [:]
26 | private var tailKernelCache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
27 |
28 | /// Один шаг рекуррентности на голову. Арифметика и порядок суммирования —
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:33:40: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
31 | /// h' = w[dk]·h[dv,dk] + v[dv]·k[dk] + sa·b[dk]
32 | /// out = Σ_dk h'[dv,dk]·r[dk]
33 | private func wkv7StepKernel(H: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
34 | if let k = stepKernelCache[H] { return k }
35 | let header = """
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:114:15: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
112 | let D = H * S
113 | let key = "\(H)_\(S)_\(eps)"
114 | let kern: MLXFastKernel
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
115 | if let k = tailKernelCache[key] {
116 | kern = k
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[278/315] Compiling RWKVKernel WKV7Train.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:23:36: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
21 | // ───────────────────────────────────────────────────────────────────────
22 |
23 | private var ckptFwdCache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
24 | private var ckptBwdCache: [String: MLXFastKernel] = [:]
25 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:24:36: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
22 |
23 | private var ckptFwdCache: [String: MLXFastKernel] = [:]
24 | private var ckptBwdCache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
25 |
26 | private func ckptFwdKernel(H: Int, T: Int) -> MLXFastKernel {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:26:47: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
24 | private var ckptBwdCache: [String: MLXFastKernel] = [:]
25 |
26 | private func ckptFwdKernel(H: Int, T: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
27 | let key = "\(H)_\(T)"
28 | if let k = ckptFwdCache[key] { return k }
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:99:47: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
97 | }
98 |
99 | private func ckptBwdKernel(H: Int, T: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
100 | let key = "\(H)_\(T)"
101 | if let k = ckptBwdCache[key] { return k }
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:207:37: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
205 | }
206 |
207 | private var ckptBwd2Cache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
208 |
209 | /// Скалярное произведение четырьмя независимыми аккумуляторами (цепочка
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:234:49: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
232 | /// Математика та же, порядок сложения другой: с прежним ядром сходится до
233 | /// ~1e-5 (fp32). Память threadgroup: 9 × 64 float = 2304 байта.
234 | private func ckptBwdKernelV2(H: Int, T: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
235 | let key = "\(H)_\(T)"
236 | if let k = ckptBwd2Cache[key] { return k }
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[279/315] Compiling RWKVKernel Ablation.swift
[280/315] Emitting module RWKVKernel
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:11:35: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
9 |
10 | // Кэш скомпилированных ядер по числу голов H (как _fwd_cache в Python)
11 | private var fwdKernelCache: [Int: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
12 |
13 | // Тело forward-ядра — ДОСЛОВНО как _get_fwd в model/wkv7.py.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:15:43: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
13 | // Тело forward-ядра — ДОСЛОВНО как _get_fwd в model/wkv7.py.
14 | // Сигнатура (имена буферов, *_shape) генерируется автоматически.
15 | private func wkv7ForwardKernel(H: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
16 | if let k = fwdKernelCache[H] { return k }
17 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:183:55: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
181 | nonisolated(unsafe) public private(set) var wkv7SequenceLaunches = 0
182 |
183 | nonisolated(unsafe) private var seqKernelCache: [Int: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
184 |
185 | private func wkv7SequenceKernel(H: Int) -> MLXFastKernel {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:185:44: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
183 | nonisolated(unsafe) private var seqKernelCache: [Int: MLXFastKernel] = [:]
184 |
185 | private func wkv7SequenceKernel(H: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
186 | if let k = seqKernelCache[H] { return k }
187 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:25:36: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
23 | // ───────────────────────────────────────────────────────────────────────
24 |
25 | private var stepKernelCache: [Int: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
26 | private var tailKernelCache: [String: MLXFastKernel] = [:]
27 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:26:39: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
24 |
25 | private var stepKernelCache: [Int: MLXFastKernel] = [:]
26 | private var tailKernelCache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
27 |
28 | /// Один шаг рекуррентности на голову. Арифметика и порядок суммирования —
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7DecodeKernels.swift:33:40: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
31 | /// h' = w[dk]·h[dv,dk] + v[dv]·k[dk] + sa·b[dk]
32 | /// out = Σ_dk h'[dv,dk]·r[dk]
33 | private func wkv7StepKernel(H: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
34 | if let k = stepKernelCache[H] { return k }
35 | let header = """
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:23:36: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
21 | // ───────────────────────────────────────────────────────────────────────
22 |
23 | private var ckptFwdCache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
24 | private var ckptBwdCache: [String: MLXFastKernel] = [:]
25 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:24:36: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
22 |
23 | private var ckptFwdCache: [String: MLXFastKernel] = [:]
24 | private var ckptBwdCache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
25 |
26 | private func ckptFwdKernel(H: Int, T: Int) -> MLXFastKernel {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:26:47: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
24 | private var ckptBwdCache: [String: MLXFastKernel] = [:]
25 |
26 | private func ckptFwdKernel(H: Int, T: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
27 | let key = "\(H)_\(T)"
28 | if let k = ckptFwdCache[key] { return k }
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:99:47: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
97 | }
98 |
99 | private func ckptBwdKernel(H: Int, T: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
100 | let key = "\(H)_\(T)"
101 | if let k = ckptBwdCache[key] { return k }
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:207:37: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
205 | }
206 |
207 | private var ckptBwd2Cache: [String: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
208 |
209 | /// Скалярное произведение четырьмя независимыми аккумуляторами (цепочка
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7Train.swift:234:49: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
232 | /// Математика та же, порядок сложения другой: с прежним ядром сходится до
233 | /// ~1e-5 (fp32). Память threadgroup: 9 × 64 float = 2304 байта.
234 | private func ckptBwdKernelV2(H: Int, T: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
235 | let key = "\(H)_\(T)"
236 | if let k = ckptBwd2Cache[key] { return k }
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[281/315] Compiling RWKVKernel WKV7.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:11:35: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
9 |
10 | // Кэш скомпилированных ядер по числу голов H (как _fwd_cache в Python)
11 | private var fwdKernelCache: [Int: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
12 |
13 | // Тело forward-ядра — ДОСЛОВНО как _get_fwd в model/wkv7.py.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:15:43: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
13 | // Тело forward-ядра — ДОСЛОВНО как _get_fwd в model/wkv7.py.
14 | // Сигнатура (имена буферов, *_shape) генерируется автоматически.
15 | private func wkv7ForwardKernel(H: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
16 | if let k = fwdKernelCache[H] { return k }
17 |
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:183:55: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
181 | nonisolated(unsafe) public private(set) var wkv7SequenceLaunches = 0
182 |
183 | nonisolated(unsafe) private var seqKernelCache: [Int: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
184 |
185 | private func wkv7SequenceKernel(H: Int) -> MLXFastKernel {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVKernel/WKV7.swift:185:44: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
183 | nonisolated(unsafe) private var seqKernelCache: [Int: MLXFastKernel] = [:]
184 |
185 | private func wkv7SequenceKernel(H: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
186 | if let k = seqKernelCache[H] { return k }
187 |
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[282/315] Compiling RWKVQuant RwkvqSymGEMV.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSymGEMV.swift:53:46: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
51 | }
52 |
53 | private var symGemvKernelCache: [SymGemvKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
54 |
55 | private func symGemvHeader(IN: Int, OUT: Int, NN: Int, outPer: Int) -> String {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSymGEMV.swift:90:76: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
88 | /// outPer == OUT это даёт xi = 0, и индексация вырождается в обычную.
89 | private func symGemvKernel(inFeatures IN: Int, outFeatures OUT: Int,
90 | bits: Int, rows NN: Int, outPer: Int? = nil) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
91 | let per = outPer ?? OUT
92 | precondition(OUT % per == 0 && per % symGemvRS == 0,
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[283/315] Compiling RWKVQuant RwkvqSymRows.swift
[284/315] Compiling RWKVQuant RwkvqSb6GEMV.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSb6GEMV.swift:53:46: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
51 | }
52 |
53 | private var sb6GemvKernelCache: [Sb6GemvKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
54 |
55 | /// Битплоскость одним умножением: ниббл → 4 байта. Порядок регистров
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSb6GEMV.swift:70:57: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
68 |
69 | private func sb6GemvKernel(inFeatures IN: Int, outFeatures OUT: Int, xbits: Int,
70 | nsg NSG: Int, rs RS: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
71 | let key = Sb6GemvKey(inFeatures: IN, outFeatures: OUT, xbits: xbits, nsg: NSG, rs: RS)
72 | if let k = sb6GemvKernelCache[key] { return k }
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[285/315] Compiling RWKVQuant RwkvqSidecar.swift
[286/315] Compiling RWKVQuant RwkvqFullConvert.swift
[287/315] Compiling RWKVQuant RwkvqNative.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:39:16: warning: stored property 'wq' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
37 | /// Вес в родном контейнере MLX: то, что принимает `quantizedMM`.
38 | public struct RwkvqNativeWeight: Sendable {
39 | public let wq: MLXArray // uint32 [OUT, NB·bits]
| `- warning: stored property 'wq' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
40 | public let scales: MLXArray // fp16 (fp32 у тензоров с зажатым scale) [OUT, NB]
41 | public let biases: MLXArray // того же типа, что scales [OUT, NB]
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/MLX/MLXArray.swift:7:20: note: class 'MLXArray' does not conform to the 'Sendable' protocol
5 | import Numerics
6 |
7 | public final class MLXArray {
| `- note: class 'MLXArray' does not conform to the 'Sendable' protocol
8 |
9 | /// Internal pointer to the mlx-c wrapper on `mlx::core::array`, used with `Cmlx` interop.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:2:1: warning: add '@preconcurrency' to suppress 'Sendable'-related warnings from module 'MLX'
1 | import Foundation
2 | import MLX
| `- warning: add '@preconcurrency' to suppress 'Sendable'-related warnings from module 'MLX'
3 |
4 | // ───────────────────────────────────────────────────────────────────────
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:40:16: warning: stored property 'scales' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
38 | public struct RwkvqNativeWeight: Sendable {
39 | public let wq: MLXArray // uint32 [OUT, NB·bits]
40 | public let scales: MLXArray // fp16 (fp32 у тензоров с зажатым scale) [OUT, NB]
| `- warning: stored property 'scales' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
41 | public let biases: MLXArray // того же типа, что scales [OUT, NB]
42 | public let bits: Int
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/MLX/MLXArray.swift:7:20: note: class 'MLXArray' does not conform to the 'Sendable' protocol
5 | import Numerics
6 |
7 | public final class MLXArray {
| `- note: class 'MLXArray' does not conform to the 'Sendable' protocol
8 |
9 | /// Internal pointer to the mlx-c wrapper on `mlx::core::array`, used with `Cmlx` interop.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:41:16: warning: stored property 'biases' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
39 | public let wq: MLXArray // uint32 [OUT, NB·bits]
40 | public let scales: MLXArray // fp16 (fp32 у тензоров с зажатым scale) [OUT, NB]
41 | public let biases: MLXArray // того же типа, что scales [OUT, NB]
| `- warning: stored property 'biases' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
42 | public let bits: Int
43 | public let outFeatures: Int
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/MLX/MLXArray.swift:7:20: note: class 'MLXArray' does not conform to the 'Sendable' protocol
5 | import Numerics
6 |
7 | public final class MLXArray {
| `- note: class 'MLXArray' does not conform to the 'Sendable' protocol
8 |
9 | /// Internal pointer to the mlx-c wrapper on `mlx::core::array`, used with `Cmlx` interop.
[288/315] Compiling MLXNN PositionalEncoding.swift
[289/315] Compiling MLXNN Quantized.swift
[290/315] Compiling MLXNN Normalization.swift
[291/315] Compiling MLXNN Pooling.swift
[292/315] Compiling MLXNN Upsample.swift
[293/315] Compiling MLXNN Recurrent.swift
[294/315] Compiling MLXNN Transformer.swift
[295/315] Compiling MLXNN ConvolutionTransposed.swift
[296/315] Compiling MLXNN Dropout.swift
[297/315] Compiling MLXNN Embedding.swift
[298/315] Compiling MLXNN Linear.swift
[299/315] Compiling MLXNN Losses.swift
[300/315] Compiling MLXNN Module.swift
[301/315] Compiling RWKVQuant RwkvqDequant.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:65:46: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
63 | }
64 |
65 | private var dequantKernelCache: [DequantKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
66 |
67 | private func dequantKernel(inFeatures IN: Int, outFeatures OUT: Int,
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:69:45: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
67 | private func dequantKernel(inFeatures IN: Int, outFeatures OUT: Int,
68 | xbits: Int, superBlock gwSb: Int,
69 | dtype: DType) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
70 | let outType = metalTypeName(dtype)
71 | let key = DequantKey(inFeatures: IN, outFeatures: OUT,
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:309:52: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
307 | }
308 |
309 | private var symDequantKernelCache: [SymDequantKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
310 |
311 | private func symMetalTypeName(_ d: DType) -> String {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:321:59: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
319 |
320 | private func symDequantKernel(inFeatures IN: Int, outFeatures OUT: Int,
321 | bits: Int, dtype: DType) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
322 | let T = symMetalTypeName(dtype)
323 | let key = SymDequantKey(inFeatures: IN, outFeatures: OUT, bits: bits, dtype: T)
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[302/315] Emitting module RWKVQuant
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:65:46: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
63 | }
64 |
65 | private var dequantKernelCache: [DequantKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
66 |
67 | private func dequantKernel(inFeatures IN: Int, outFeatures OUT: Int,
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:69:45: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
67 | private func dequantKernel(inFeatures IN: Int, outFeatures OUT: Int,
68 | xbits: Int, superBlock gwSb: Int,
69 | dtype: DType) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
70 | let outType = metalTypeName(dtype)
71 | let key = DequantKey(inFeatures: IN, outFeatures: OUT,
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:309:52: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
307 | }
308 |
309 | private var symDequantKernelCache: [SymDequantKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
310 |
311 | private func symMetalTypeName(_ d: DType) -> String {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqDequant.swift:321:59: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
319 |
320 | private func symDequantKernel(inFeatures IN: Int, outFeatures OUT: Int,
321 | bits: Int, dtype: DType) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
322 | let T = symMetalTypeName(dtype)
323 | let key = SymDequantKey(inFeatures: IN, outFeatures: OUT, bits: bits, dtype: T)
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:39:16: warning: stored property 'wq' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
37 | /// Вес в родном контейнере MLX: то, что принимает `quantizedMM`.
38 | public struct RwkvqNativeWeight: Sendable {
39 | public let wq: MLXArray // uint32 [OUT, NB·bits]
| `- warning: stored property 'wq' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
40 | public let scales: MLXArray // fp16 (fp32 у тензоров с зажатым scale) [OUT, NB]
41 | public let biases: MLXArray // того же типа, что scales [OUT, NB]
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/MLX/MLXArray.swift:7:20: note: class 'MLXArray' does not conform to the 'Sendable' protocol
5 | import Numerics
6 |
7 | public final class MLXArray {
| `- note: class 'MLXArray' does not conform to the 'Sendable' protocol
8 |
9 | /// Internal pointer to the mlx-c wrapper on `mlx::core::array`, used with `Cmlx` interop.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:2:1: warning: add '@preconcurrency' to suppress 'Sendable'-related warnings from module 'MLX'
1 | import Foundation
2 | import MLX
| `- warning: add '@preconcurrency' to suppress 'Sendable'-related warnings from module 'MLX'
3 |
4 | // ───────────────────────────────────────────────────────────────────────
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:40:16: warning: stored property 'scales' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
38 | public struct RwkvqNativeWeight: Sendable {
39 | public let wq: MLXArray // uint32 [OUT, NB·bits]
40 | public let scales: MLXArray // fp16 (fp32 у тензоров с зажатым scale) [OUT, NB]
| `- warning: stored property 'scales' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
41 | public let biases: MLXArray // того же типа, что scales [OUT, NB]
42 | public let bits: Int
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/MLX/MLXArray.swift:7:20: note: class 'MLXArray' does not conform to the 'Sendable' protocol
5 | import Numerics
6 |
7 | public final class MLXArray {
| `- note: class 'MLXArray' does not conform to the 'Sendable' protocol
8 |
9 | /// Internal pointer to the mlx-c wrapper on `mlx::core::array`, used with `Cmlx` interop.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqNative.swift:41:16: warning: stored property 'biases' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
39 | public let wq: MLXArray // uint32 [OUT, NB·bits]
40 | public let scales: MLXArray // fp16 (fp32 у тензоров с зажатым scale) [OUT, NB]
41 | public let biases: MLXArray // того же типа, что scales [OUT, NB]
| `- warning: stored property 'biases' of 'Sendable'-conforming struct 'RwkvqNativeWeight' has non-Sendable type 'MLXArray'; this is an error in the Swift 6 language mode
42 | public let bits: Int
43 | public let outFeatures: Int
/Users/admin/builder/spi-builder-workspace/.build/checkouts/mlx-swift/Source/MLX/MLXArray.swift:7:20: note: class 'MLXArray' does not conform to the 'Sendable' protocol
5 | import Numerics
6 |
7 | public final class MLXArray {
| `- note: class 'MLXArray' does not conform to the 'Sendable' protocol
8 |
9 | /// Internal pointer to the mlx-c wrapper on `mlx::core::array`, used with `Cmlx` interop.
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSb6GEMV.swift:53:46: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
51 | }
52 |
53 | private var sb6GemvKernelCache: [Sb6GemvKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
54 |
55 | /// Битплоскость одним умножением: ниббл → 4 байта. Порядок регистров
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSb6GEMV.swift:70:57: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
68 |
69 | private func sb6GemvKernel(inFeatures IN: Int, outFeatures OUT: Int, xbits: Int,
70 | nsg NSG: Int, rs RS: Int) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
71 | let key = Sb6GemvKey(inFeatures: IN, outFeatures: OUT, xbits: xbits, nsg: NSG, rs: RS)
72 | if let k = sb6GemvKernelCache[key] { return k }
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSymGEMV.swift:53:46: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
51 | }
52 |
53 | private var symGemvKernelCache: [SymGemvKey: MLXFastKernel] = [:]
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
54 |
55 | private func symGemvHeader(IN: Int, OUT: Int, NN: Int, outPer: Int) -> String {
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqSymGEMV.swift:90:76: warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
88 | /// outPer == OUT это даёт xi = 0, и индексация вырождается в обычную.
89 | private func symGemvKernel(inFeatures IN: Int, outFeatures OUT: Int,
90 | bits: Int, rows NN: Int, outPer: Int? = nil) -> MLXFastKernel {
| |- warning: 'MLXFastKernel' is deprecated: renamed to 'MLXFast.MLXFastKernel' [#DeprecatedDeclaration]
| `- note: use 'MLXFast.MLXFastKernel' instead
91 | let per = outPer ?? OUT
92 | precondition(OUT % per == 0 && per % symGemvRS == 0,
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[303/315] Compiling RWKVQuant RwkvqFile.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVQuant/RwkvqFile.swift:289:39: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
287 | // на 1.5B COMPRESSION это +0.2 ГБ footprint в момент окончания.
288 | func releaseTransients(_ bytes: Int) {
289 | if bytes >= 8 << 20 { GPU.clearCache() }
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
290 | }
291 |
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[304/315] Emitting module MLXNN
[305/315] Compiling MLXNN Activations.swift
[306/315] Compiling MLXNN Cache.swift
[307/317] Emitting module MLXOptimizers
[308/317] Compiling MLXOptimizers Optimizers.swift
[309/338] Compiling RWKVGen TrainableSet.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/Training/Trainer.swift:84:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
82 |
83 | if cfg.cacheLimitGB > 0 {
84 | MLX.GPU.set(cacheLimit: Int(cfg.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
85 | }
86 | // Конвейер — настройка ЭТОГО запуска, а не процесса: включается на
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[310/338] Compiling RWKVGen Trainer.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/Training/Trainer.swift:84:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
82 |
83 | if cfg.cacheLimitGB > 0 {
84 | MLX.GPU.set(cacheLimit: Int(cfg.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
85 | }
86 | // Конвейер — настройка ЭТОГО запуска, а не процесса: включается на
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[311/340] Compiling RWKVGen InitialState.swift
[312/340] Compiling RWKVGen LoRA.swift
[313/340] Compiling RWKVGen LoRAFinetune.swift
[314/340] Compiling RWKVGen RwkvqBase.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/RwkvqStandaloneLoad.swift:142:13: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
140 | // исходные буферы плотных параметров отпущены — вернуть их из кеша
141 | // MLX до того, как начнёт расти база
142 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
143 |
144 | let cfg = X070Config(nLayer: manifest.nLayer, nEmbd: manifest.nEmbd,
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/RwkvqStandaloneLoad.swift:214:13: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
212 | // после загрузки против 1.7 ГБ после первого декода.
213 | eval(Array(bb.w.values))
214 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
215 |
216 | // короткий параллельный проход — ядрами GEMV; порог по раскладке базы
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[315/340] Compiling RWKVGen RwkvqStandaloneLoad.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/RwkvqStandaloneLoad.swift:142:13: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
140 | // исходные буферы плотных параметров отпущены — вернуть их из кеша
141 | // MLX до того, как начнёт расти база
142 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
143 |
144 | let cfg = X070Config(nLayer: manifest.nLayer, nEmbd: manifest.nEmbd,
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/RwkvqStandaloneLoad.swift:214:13: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
212 | // после загрузки против 1.7 ГБ после первого декода.
213 | eval(Array(bb.w.values))
214 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
215 |
216 | // короткий параллельный проход — ядрами GEMV; порог по раскладке базы
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[316/340] Compiling RWKVGen Sampling.swift
[317/340] Compiling RWKVGen Pretrain.swift
[318/340] Compiling RWKVGen TrainingConfig.swift
[319/340] Compiling RWKVGen X070Init.swift
[320/340] Emitting module RWKVGen
[321/340] Compiling RWKVGen RWKVBatchState.swift
[322/340] Compiling RWKVGen RWKVBlock.swift
[323/340] Compiling RWKVGen SequentialBackward.swift
[324/340] Compiling RWKVGen TokenStream.swift
[325/340] Compiling RWKVGen Checkpoint.swift
[326/340] Compiling RWKVGen GPUSampler.swift
[327/340] Compiling RWKVGen Generate.swift
[328/340] Compiling RWKVGen WorldTokenizer.swift
[329/340] Compiling RWKVGen X070Backbone.swift
[330/340] Compiling RWKVGen X070Generation.swift
[331/340] Compiling RWKVGen X070PartialFinetune.swift
[332/364] Compiling RWKVEmbedding EmbeddingTrainable.swift
[333/365] Compiling RWKVEmbedding EmbeddingObjective.swift
[334/365] Compiling RWKVEmbedding GradCache.swift
[335/365] Compiling RWKVEmbedding EmbeddingMetrics.swift
[336/365] Compiling RWKVEmbedding EmbeddingFinetune.swift
[337/365] Compiling RWKVEmbedding EmbeddingCheckpoint.swift
[338/365] Compiling RWKVEmbedding EmbeddingCurriculum.swift
[339/365] Compiling RWKVEmbedding Embedder.swift
[340/365] Compiling RWKVEmbedding ContrastiveLoss.swift
[341/365] Emitting module RWKVEmbedding
[342/365] Compiling RWKVEmbedding EmbeddingDataset.swift
[343/365] Compiling RWKVRerank RerankTrainable.swift
[344/365] Compiling RWKVRerank RerankTraining.swift
[345/365] Compiling RWKVRerank RerankSweep.swift
[346/365] Compiling RWKVRerank RerankInference.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVRerank/RerankInference.swift:336:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
334 | let enc = config.encode
335 | if enc.cacheLimitGB > 0 {
336 | MLX.GPU.set(cacheLimit: Int(enc.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
337 | }
338 | var parts: [RWKVBatchState] = []
/Users/admin/builder/spi-builder-workspace/Sources/RWKVRerank/RerankInference.swift:386:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
384 | let enc = config.encode
385 | if enc.cacheLimitGB > 0 {
386 | MLX.GPU.set(cacheLimit: Int(enc.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
387 | }
388 |
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[347/365] Compiling RWKVRerank RerankMetrics.swift
[348/365] Compiling RWKVRerank RerankLoss.swift
[349/365] Compiling RWKVRerank RerankerHead.swift
[350/365] Compiling RWKVRerank Reranker.swift
[351/368] Emitting module RWKVRerank
/Users/admin/builder/spi-builder-workspace/Sources/RWKVRerank/RerankEncode.swift:264:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
262 | precondition(!samples.isEmpty, "нечего кодировать")
263 | if config.cacheLimitGB > 0 {
264 | MLX.GPU.set(cacheLimit: Int(config.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
265 | }
266 | let nCand = samples[0].docIds.count
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[352/368] Compiling RWKVRerank RerankData.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVRerank/RerankEncode.swift:264:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
262 | precondition(!samples.isEmpty, "нечего кодировать")
263 | if config.cacheLimitGB > 0 {
264 | MLX.GPU.set(cacheLimit: Int(config.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
265 | }
266 | let nCand = samples[0].docIds.count
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[353/368] Compiling RWKVRerank RerankEncode.swift
/Users/admin/builder/spi-builder-workspace/Sources/RWKVRerank/RerankEncode.swift:264:21: warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
262 | precondition(!samples.isEmpty, "нечего кодировать")
263 | if config.cacheLimitGB > 0 {
264 | MLX.GPU.set(cacheLimit: Int(config.cacheLimitGB * 1e9))
| `- warning: 'set(cacheLimit:)' is deprecated: use Memory.cacheLimit property [#DeprecatedDeclaration]
265 | }
266 | let nCand = samples[0].docIds.count
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[354/368] Compiling DecodeBench TrainBench.swift
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:85:65: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
83 | + "MLX активная %.2f ГБ, footprint +%.2f ГБ",
84 | L, bb.cfg.nEmbd, Date().timeIntervalSince(t), info.numAdapters,
85 | Double(info.trainableParams) / 1e6, Double(GPU.activeMemory) / 1e9,
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
86 | processFootprintGB() - f0))
87 | print("ранг \(o.rank), слои \(o.layersFrom)..<\(L), батч \(o.batch), шагов \(o.steps), "
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:106:76: warning: backward matching of the unlabeled trailing closure is deprecated; label the argument with 'onStep' to suppress this warning [#TrailingClosureMatching]
104 | cfg.lossChunkTokens = o.lossChunk
105 | cfg.sequentialBackward = o.sequential
106 | LoRAFinetune.run(bb, nextBatch: { (x: x, y: y) }, config: cfg) { step, l, _, _ in
| `- warning: backward matching of the unlabeled trailing closure is deprecated; label the argument with 'onStep' to suppress this warning [#TrailingClosureMatching]
107 | if step == 1 {
108 | GPU.clearCache(); GPU.resetPeakMemory(); sampler.reset(); sw0 = swapUsedMB()
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/LoRAFinetune.swift:166:24: note: 'run(_:nextBatch:config:isCancelled:onStep:)' declared here
164 | /// накопление и клип — общие.
165 | @discardableResult
166 | public static func run(
| `- note: 'run(_:nextBatch:config:isCancelled:onStep:)' declared here
167 | _ bb: X070Backbone,
168 | nextBatch: () -> LoRABatch,
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:108:25: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
106 | LoRAFinetune.run(bb, nextBatch: { (x: x, y: y) }, config: cfg) { step, l, _, _ in
107 | if step == 1 {
108 | GPU.clearCache(); GPU.resetPeakMemory(); sampler.reset(); sw0 = swapUsedMB()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
109 | }
110 | stamps.append(Date()); loss = l
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:113:38: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
111 | }
112 | let per = zip(stamps.dropFirst(), stamps).map { $0.timeIntervalSince($1) * 1e3 }
113 | let peakMLX = Double(GPU.peakMemory) / 1e9, peakFP = sampler.take()
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
114 | let active = Double(GPU.activeMemory) / 1e9
115 | let ms = median(per)
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:114:37: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
112 | let per = zip(stamps.dropFirst(), stamps).map { $0.timeIntervalSince($1) * 1e3 }
113 | let peakMLX = Double(GPU.peakMemory) / 1e9, peakFP = sampler.take()
114 | let active = Double(GPU.activeMemory) / 1e9
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
115 | let ms = median(per)
116 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:127:17: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
125 | return median(ts)
126 | }
127 | GPU.clearCache(); GPU.resetPeakMemory()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
128 | // на длинной последовательности прямой проход с логитами целиком
129 | // сам пикует выше шага — тогда не меряем (--tb-no-forward)
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:131:38: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
129 | // сам пикует выше шага — тогда не меряем (--tb-no-forward)
130 | let fwdTrain = o.forward ? forward { bb(x).sum() } : 0
131 | let fwdPeak = Double(GPU.peakMemory) / 1e9
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
132 | let fwdFrozen = o.forward ? forward { bb.withoutGradientPath { bb(x).sum() } } : 0
133 | GPU.clearCache()
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:133:17: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
131 | let fwdPeak = Double(GPU.peakMemory) / 1e9
132 | let fwdFrozen = o.forward ? forward { bb.withoutGradientPath { bb(x).sum() } } : 0
133 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
134 |
135 | if o.profile {
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/TrainBench.swift:144:82: warning: backward matching of the unlabeled trailing closure is deprecated; label the argument with 'onStep' to suppress this warning [#TrailingClosureMatching]
142 | let c = LoRAConfig(lr: 0, maxSteps: 4, cacheLimitGB: o.cacheLimitGB, logEvery: 1,
143 | useBlockCheckpoint: ckpt)
144 | LoRAFinetune.run(bb, nextBatch: { (x: x, y: y) }, config: c) { _, _, _, _ in st.append(Date()) }
| `- warning: backward matching of the unlabeled trailing closure is deprecated; label the argument with 'onStep' to suppress this warning [#TrailingClosureMatching]
145 | return median(zip(st.dropFirst(), st).map { $0.timeIntervalSince($1) * 1e3 })
146 | }
/Users/admin/builder/spi-builder-workspace/Sources/RWKVGen/LoRAFinetune.swift:166:24: note: 'run(_:nextBatch:config:isCancelled:onStep:)' declared here
164 | /// накопление и клип — общие.
165 | @discardableResult
166 | public static func run(
| `- note: 'run(_:nextBatch:config:isCancelled:onStep:)' declared here
167 | _ bb: X070Backbone,
168 | nextBatch: () -> LoRABatch,
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[#TrailingClosureMatching]: <https://docs.swift.org/compiler/documentation/diagnostics/trailing-closure-matching>
[355/368] Emitting module DecodeBench
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1401:9: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
1399 | // освободили» дают одинаковые 6.9 ГБ.
1400 | let footBefore = processFootprintGB()
1401 | MLX.GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
1402 | print(String(format: "footprint в конце %.2f ГБ (до clearCache %.2f)",
1403 | processFootprintGB(), footBefore))
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
[356/368] Compiling DecodeBench main.swift
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1401:9: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
1399 | // освободили» дают одинаковые 6.9 ГБ.
1400 | let footBefore = processFootprintGB()
1401 | MLX.GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
1402 | print(String(format: "footprint в конце %.2f ГБ (до clearCache %.2f)",
1403 | processFootprintGB(), footBefore))
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:611:13: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
609 | bb.fuseLerp = !args.noFuseLerp
610 | if norm, args.nativeIn16 { bb.rwkvqNativeInputDType = .float16 }
611 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
612 | let grown = processFootprintGB() - before
613 | print(String(format: " после загрузки (%@): footprint +%.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:614:80: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
612 | let grown = processFootprintGB() - before
613 | print(String(format: " после загрузки (%@): footprint +%.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
614 | norm ? "норма" : "прежний", grown, Double(GPU.activeMemory) / 1e9,
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
615 | Double(GPU.cacheMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
616 | return (bb, grown)
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:615:33: warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
613 | print(String(format: " после загрузки (%@): footprint +%.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
614 | norm ? "норма" : "прежний", grown, Double(GPU.activeMemory) / 1e9,
615 | Double(GPU.cacheMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.cacheMemory' instead
616 | return (bb, grown)
617 | }
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:615:64: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
613 | print(String(format: " после загрузки (%@): footprint +%.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
614 | norm ? "норма" : "прежний", grown, Double(GPU.activeMemory) / 1e9,
615 | Double(GPU.cacheMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
616 | return (bb, grown)
617 | }
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:654:51: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
652 | }
653 | print(String(format: "footprint в конце: %.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
654 | processFootprintGB(), Double(GPU.activeMemory) / 1e9,
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
655 | Double(GPU.cacheMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
656 | }
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:655:29: warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
653 | print(String(format: "footprint в конце: %.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
654 | processFootprintGB(), Double(GPU.activeMemory) / 1e9,
655 | Double(GPU.cacheMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.cacheMemory' instead
656 | }
657 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:655:60: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
653 | print(String(format: "footprint в конце: %.2f ГБ; MLX активная %.2f, кеш %.2f, пик %.2f ГБ",
654 | processFootprintGB(), Double(GPU.activeMemory) / 1e9,
655 | Double(GPU.cacheMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
656 | }
657 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:717:9: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
715 | print("истина посчитана (\(tp), счёт fp32)")
716 | }
717 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
718 |
719 | // 2. точный счёт тех же квантованных весов
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:725:9: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
723 | for i in 0 ..< N { exact.append(logProbs(e, i)) }
724 | }
725 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
726 |
727 | // 3. норма, два плеча на одной модели
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:821:51: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
819 | labels.1, median(mB), 1000 / median(mB), median(mB) / median(mA), agree, topA.count))
820 | print(String(format: "footprint в конце: %.2f ГБ; MLX активная %.2f, пик %.2f ГБ",
821 | processFootprintGB(), Double(GPU.activeMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
822 | }
823 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:821:83: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
819 | labels.1, median(mB), 1000 / median(mB), median(mB) / median(mA), agree, topA.count))
820 | print(String(format: "footprint в конце: %.2f ГБ; MLX активная %.2f, пик %.2f ГБ",
821 | processFootprintGB(), Double(GPU.activeMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
822 | }
823 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:871:119: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
869 | name, args.rounds, mT.isEmpty ? .nan : median(mT), mW.isEmpty ? .nan : median(mW)))
870 | }
871 | print(String(format: "footprint в конце: %.2f ГБ; MLX пик %.2f ГБ", processFootprintGB(), Double(GPU.peakMemory) / 1e9))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
872 | }
873 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:877:81: error: ambiguous use of 'init'
875 | func appBench(_ path: String, _ args: Args) throws {
876 | let win = try loadArrays(url: URL(fileURLWithPath: expand(args.windows)))["ids"]!
877 | let pre = (win[0].asArray(Int32.self) + win[4].asArray(Int32.self)).map(Int.init) // en + ru, 512
| `- error: ambiguous use of 'init'
878 | let dec = win[8].asArray(Int32.self).prefix(72).map(Int.init) // sr
879 | let f0 = processFootprintGB()
Swift.SignedInteger.init:2:8: note: found this candidate in module 'Swift'
1 | protocol SignedInteger {
2 | public init?<T>(exactly source: T) where T : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
Swift.SignedInteger.init:2:8: note: found this candidate in module 'Swift'
1 | protocol SignedInteger {
2 | public init<T>(_ source: T) where T : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
Swift.FixedWidthInteger.init:2:19: note: found this candidate in module 'Swift'
1 | protocol FixedWidthInteger {
2 | @inlinable public init<T>(truncatingIfNeeded source: T) where T : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
Swift.FixedWidthInteger.init:2:19: note: found this candidate in module 'Swift'
1 | protocol FixedWidthInteger {
2 | @inlinable public init<Other>(clamping source: Other) where Other : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:884:9: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
882 | : args.noNative ? try X070Backbone.load(fromRwkvq: expand(path), useNativeKernel: false)
883 | : try X070Backbone.load(fromRwkvq: expand(path))
884 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
885 | print("sb6: \(bb.rwkvqBackedKeys.contains { bb.hasNativeRepack($0) } ? "родной контейнер MLX" : "K3 (ядро GEMV на шаге)")")
886 | print(String(format: "загрузка %.1f с; footprint +%.2f ГБ; MLX активная %.2f ГБ, пик %.2f ГБ",
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:888:29: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
886 | print(String(format: "загрузка %.1f с; footprint +%.2f ГБ; MLX активная %.2f ГБ, пик %.2f ГБ",
887 | Date().timeIntervalSince(t0), processFootprintGB() - f0,
888 | Double(GPU.activeMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
889 | fflush(stdout)
890 | // префилл: первый вызов — сборка ядер, меряются следующие
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:888:61: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
886 | print(String(format: "загрузка %.1f с; footprint +%.2f ГБ; MLX активная %.2f ГБ, пик %.2f ГБ",
887 | Date().timeIntervalSince(t0), processFootprintGB() - f0,
888 | Double(GPU.activeMemory) / 1e9, Double(GPU.peakMemory) / 1e9))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
889 | fflush(stdout)
890 | // префилл: первый вызов — сборка ядер, меряются следующие
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:903:52: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
901 | let pm = median(Array(ts.dropFirst()))
902 | print(String(format: "префилл T=512: первый вызов %.0f мс; далее медиана %.1f мс = %.0f ток/с; MLX пик %.2f ГБ",
903 | ts[0], pm, 512e3 / pm, Double(GPU.peakMemory) / 1e9))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
904 | fflush(stdout)
905 | // декод: продолжение после префилла, teacher-forced, чтение argmax на каждом шаге
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:920:29: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
918 | print(String(format: "декод: медиана %.2f мс/ток = %.1f ток/с (раунды %@); MLX активная %.2f, пик %.2f ГБ; footprint %.2f ГБ",
919 | median(ms), 1e3 / median(ms), ms.map { String(format: "%.2f", $0) }.joined(separator: " "),
920 | Double(GPU.activeMemory) / 1e9, Double(GPU.peakMemory) / 1e9, processFootprintGB()))
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
921 | // конвейер против синхронного жадного декода, чередованием: свободная
922 | // генерация от одного и того же состояния, 64 токена на раунд
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:920:61: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
918 | print(String(format: "декод: медиана %.2f мс/ток = %.1f ток/с (раунды %@); MLX активная %.2f, пик %.2f ГБ; footprint %.2f ГБ",
919 | median(ms), 1e3 / median(ms), ms.map { String(format: "%.2f", $0) }.joined(separator: " "),
920 | Double(GPU.activeMemory) / 1e9, Double(GPU.peakMemory) / 1e9, processFootprintGB()))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
921 | // конвейер против синхронного жадного декода, чередованием: свободная
922 | // генерация от одного и того же состояния, 64 токена на раунд
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1045:29: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
1043 | let dt = Date().timeIntervalSince(t)
1044 | print(String(format: "загрузка %.2f с | MLX активная %.3f, кеш %.3f, пик %.3f ГБ | footprint +%.3f ГБ | emb %@",
1045 | dt, gb(GPU.activeMemory), gb(GPU.cacheMemory), gb(GPU.peakMemory),
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
1046 | processFootprintGB() - f0, bb.rwkvqEmbTable == nil ? "плотный" : "сжатый (строки выборкой)"))
1047 | // освобождённое при загрузке Metal возвращает системе не сразу
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1045:51: warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
1043 | let dt = Date().timeIntervalSince(t)
1044 | print(String(format: "загрузка %.2f с | MLX активная %.3f, кеш %.3f, пик %.3f ГБ | footprint +%.3f ГБ | emb %@",
1045 | dt, gb(GPU.activeMemory), gb(GPU.cacheMemory), gb(GPU.peakMemory),
| |- warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.cacheMemory' instead
1046 | processFootprintGB() - f0, bb.rwkvqEmbTable == nil ? "плотный" : "сжатый (строки выборкой)"))
1047 | // освобождённое при загрузке Metal возвращает системе не сразу
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1045:72: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
1043 | let dt = Date().timeIntervalSince(t)
1044 | print(String(format: "загрузка %.2f с | MLX активная %.3f, кеш %.3f, пик %.3f ГБ | footprint +%.3f ГБ | emb %@",
1045 | dt, gb(GPU.activeMemory), gb(GPU.cacheMemory), gb(GPU.peakMemory),
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
1046 | processFootprintGB() - f0, bb.rwkvqEmbTable == nil ? "плотный" : "сжатый (строки выборкой)"))
1047 | // освобождённое при загрузке Metal возвращает системе не сразу
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1058:9: warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
1056 | let bb = try X070Backbone.load(fromRwkvq: expand(path))
1057 | let sc = try RwkvqSidecar.open(expand(path))
1058 | GPU.clearCache()
| |- warning: 'clearCache()' is deprecated: renamed to 'Memory.clearCache' [#DeprecatedDeclaration]
| `- note: use 'Memory.clearCache' instead
1059 | let win = try loadArrays(url: URL(fileURLWithPath: expand(args.windows)))["ids"]!
1060 | let pre = (win[0].asArray(Int32.self) + win[4].asArray(Int32.self)).map(Int.init)
/Users/admin/builder/spi-builder-workspace/Sources/DecodeBench/main.swift:1060:81: error: ambiguous use of 'init'
1058 | GPU.clearCache()
1059 | let win = try loadArrays(url: URL(fileURLWithPath: expand(args.windows)))["ids"]!
1060 | let pre = (win[0].asArray(Int32.self) + win[4].asArray(Int32.self)).map(Int.init)
| `- error: ambiguous use of 'init'
1061 | func med(_ f: () -> Void) -> Double {
1062 | f()
Swift.SignedInteger.init:2:8: note: found this candidate in module 'Swift'
1 | protocol SignedInteger {
2 | public init?<T>(exactly source: T) where T : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
Swift.SignedInteger.init:2:8: note: found this candidate in module 'Swift'
1 | protocol SignedInteger {
2 | public init<T>(_ source: T) where T : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
Swift.FixedWidthInteger.init:2:19: note: found this candidate in module 'Swift'
1 | protocol FixedWidthInteger {
2 | @inlinable public init<T>(truncatingIfNeeded source: T) where T : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
Swift.FixedWidthInteger.init:2:19: note: found this candidate in module 'Swift'
1 | protocol FixedWidthInteger {
2 | @inlinable public init<Other>(clamping source: Other) where Other : BinaryInteger}
| `- note: found this candidate in module 'Swift'
3 |
[#DeprecatedDeclaration]: <https://docs.swift.org/compiler/documentation/diagnostics/deprecated-declaration>
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:217:54: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
215 | print(String(format: "база: %@, L=%d D=%d; загрузка %.1f с; MLX активная %.2f ГБ, footprint +%.2f ГБ",
216 | quantised ? ".rwkvq" : "плотная", base.cfg.nLayer, base.cfg.nEmbd,
217 | Date().timeIntervalSince(t), Double(GPU.activeMemory) / 1e9, footprintGB() - f0))
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
218 |
219 | /// Строки задачи: отложенные — с конца, обучающие — с начала (не пересекаются).
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:251:71: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
249 | let unpacked = base.unpackTopLayers(args.unpack ?? n)
250 | print(String(format: "развёрнуто в плотные: %d весов верхних %d слоёв; MLX активная %.2f ГБ",
251 | unpacked.count, args.unpack ?? n, Double(GPU.activeMemory) / 1e9))
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
252 | }
253 | mode = .topLayers(n)
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:394:102: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
392 | let v = base.withoutGradientPath { arm.1() }
393 | eval(v)
394 | if round > 0 { times[i].append(Date().timeIntervalSince(t0)); peaks[i].append(Double(GPU.peakMemory) / 1e9) }
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
395 | if reference == nil { reference = v }
396 | else if round == 0 {
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:415:29: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
413 | // Разность пика и активной памяти до фазы — её временное потребление.
414 | var stepNo = 0
415 | var before = Double(GPU.activeMemory) / 1e9
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
416 | SequentialBody.probe = { name in
417 | if name == "batch" { stepNo += 1 }
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:418:33: warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
416 | SequentialBody.probe = { name in
417 | if name == "batch" { stepNo += 1 }
418 | let active = Double(GPU.activeMemory) / 1e9, peak = Double(GPU.peakMemory) / 1e9
| |- warning: 'activeMemory' is deprecated: renamed to 'Memory.activeMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.activeMemory' instead
419 | if stepNo == 3 { // третий шаг: установившийся (моменты Adam заведены, ядра собраны)
420 | print(String(format: " ПРИБОР %-10@ активная %.3f пик за фазу %.3f (+%.3f к началу фазы) кэш %.3f",
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:418:72: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
416 | SequentialBody.probe = { name in
417 | if name == "batch" { stepNo += 1 }
418 | let active = Double(GPU.activeMemory) / 1e9, peak = Double(GPU.peakMemory) / 1e9
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
419 | if stepNo == 3 { // третий шаг: установившийся (моменты Adam заведены, ядра собраны)
420 | print(String(format: " ПРИБОР %-10@ активная %.3f пик за фазу %.3f (+%.3f к началу фазы) кэш %.3f",
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:421:84: warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
419 | if stepNo == 3 { // третий шаг: установившийся (моменты Adam заведены, ядра собраны)
420 | print(String(format: " ПРИБОР %-10@ активная %.3f пик за фазу %.3f (+%.3f к началу фазы) кэш %.3f",
421 | name as NSString, active, peak, peak - before, Double(GPU.cacheMemory) / 1e9))
| |- warning: 'cacheMemory' is deprecated: renamed to 'Memory.cacheMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.cacheMemory' instead
422 | }
423 | before = active
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:440:47: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
438 | if s.step > 2 {
439 | abTime[arm].append(Date().timeIntervalSince(last))
440 | abPeak[arm].append(Double(GPU.peakMemory) / 1e9)
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
441 | }
442 | SequentialBody.pipelined = s.step % 2 == 1
/Users/admin/builder/spi-builder-workspace/Sources/EmbedRun/main.swift:466:29: warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
464 | print(String(format: "после обучения: %@ | %d шагов за %.1f с (%.2f с/шаг) | пик MLX %.2f ГБ, footprint +%.2f ГБ",
465 | r.after?.description ?? "—", r.steps, r.seconds, r.seconds / Double(max(1, r.steps)),
466 | Double(GPU.peakMemory) / 1e9, footprintGB() - f0))
| |- warning: 'peakMemory' is deprecated: renamed to 'Memory.peakMemory' [#DeprecatedDeclaration]
| `- note: use 'Memory.peakMemory' instead
467 | report["before"] = r.before?.headline ?? Double.nan
468 | report["after"] = r.after?.headline ?? Double.nan
Fetching https://github.com/ml-explore/mlx-swift
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Computing version for https://github.com/ml-explore/mlx-swift
Computed https://github.com/ml-explore/mlx-swift at 0.31.4 (0.59s)
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Computing version for https://github.com/apple/swift-numerics
Computed https://github.com/apple/swift-numerics at 1.1.1 (1.80s)
Creating working copy for https://github.com/ml-explore/mlx-swift
Working copy of https://github.com/ml-explore/mlx-swift resolved at 0.31.4
Creating working copy for https://github.com/apple/swift-numerics
Working copy of https://github.com/apple/swift-numerics resolved at 1.1.1
BUILD FAILURE 6.2 macosSpm