swift-cli/Sources/CoreMLUtils.swift

import Foundation
import CoreML

/// Compiles a CoreML model and configures it for CPU-only execution.
func compileModel(at url: URL) throws -> MLModel {
    print("  Compiling \(url.lastPathComponent)...")

    guard FileManager.default.fileExists(atPath: url.path) else {
        throw CoreMLError.modelNotFound(url.path)
    }

    let compiled = try MLModel.compileModel(at: url)
    let config = MLModelConfiguration()
    config.computeUnits = .cpuOnly
    return try MLModel(contentsOf: compiled, configuration: config)
}

/// Creates an MLMultiArray with Float16 data from Float values.
func makeFloat16Array(_ values: [Float], shape: [Int]) -> MLMultiArray {
    let arr = try! MLMultiArray(shape: shape.map { NSNumber(value: $0) }, dataType: .float16)
    let count = values.count
    arr.withUnsafeMutableBufferPointer(ofType: Float16.self) { ptr, _ in
        for i in 0..<count {
            ptr[i] = Float16(values[i])
        }
    }
    return arr
}

/// Creates an MLMultiArray with Float32 data.
func makeFloat32Array(_ values: [Float], shape: [Int]) -> MLMultiArray {
    let arr = try! MLMultiArray(shape: shape.map { NSNumber(value: $0) }, dataType: .float32)
    arr.withUnsafeMutableBufferPointer(ofType: Float.self) { dst, _ in
        for i in 0..<values.count {
            dst[i] = values[i]
        }
    }
    return arr
}

/// Creates an MLMultiArray with Int32 data.
func makeInt32Array(_ values: [Int32], shape: [Int]) -> MLMultiArray {
    let arr = try! MLMultiArray(shape: shape.map { NSNumber(value: $0) }, dataType: .int32)
    arr.withUnsafeMutableBufferPointer(ofType: Int32.self) { dst, _ in
        for i in 0..<values.count {
            dst[i] = values[i]
        }
    }
    return arr
}

/// Reads Float32 values from an MLMultiArray.
func readFloat32Array(_ array: MLMultiArray) -> [Float] {
    let count = array.count
    var result = [Float](repeating: 0, count: count)
    array.withUnsafeBufferPointer(ofType: Float.self) { ptr in
        for i in 0..<count {
            result[i] = ptr[i]
        }
    }
    return result
}

enum CoreMLError: LocalizedError {
    case modelNotFound(String)

    var errorDescription: String? {
        switch self {
        case .modelNotFound(let path):
            return "Model not found: \(path)"
        }
    }
}