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Correctly handle multiple semantic results for autodiff subset differential thunks #84366
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49 changes: 49 additions & 0 deletions
49
test/AutoDiff/compiler_crashers_fixed/issue-84365-autodiff-subset-thunks-differential.swift
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Original file line number | Diff line number | Diff line change |
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// RUN: %target-swift-frontend -emit-sil -verify %s | ||
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// https://github.com/swiftlang/swift/issues/84365 | ||
// Ensure autodiff subset thunks for differential correctly | ||
// handle multiple semantic results and release unwanted | ||
// result values | ||
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import _Differentiation | ||
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@differentiable(reverse,wrt: logits) | ||
public func softSolveForwardWithQ(logits: [Float]) -> ([Float], [Float]) { | ||
return ([Float](repeating: 0, count: 0), []) | ||
} | ||
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@derivative(of: softSolveForwardWithQ, wrt: logits) | ||
public func vjpSoftSolveForwardWithQ(logits: [Float]) -> (value: ([Float], [Float]), pullback: ([Float].TangentVector, [Float].TangentVector) -> [Float].TangentVector) { | ||
let n = logits.count | ||
let q = [Float](repeating: 0, count: 0) | ||
let y = [Float](repeating: 0, count: 0) | ||
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return ( | ||
value: (y, q), | ||
pullback: { _, _ in | ||
return Array<Float>.DifferentiableView([Float](repeating: 0, count: n)) | ||
} | ||
) | ||
} | ||
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@differentiable(reverse,wrt: logits) | ||
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public func forwardPredict(logits: [Float]) -> ([Float], [Float], [Float]) { | ||
let (y, q) = softSolveForwardWithQ(logits: logits) | ||
return (y, q, [0.0]) | ||
} | ||
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@derivative(of: forwardPredict, wrt: logits) | ||
public func vjpForwardPredict(logits: [Float]) -> ( | ||
value: ([Float], [Float], [Float]), | ||
pullback: ([Float].TangentVector, [Float].TangentVector, [Float].TangentVector) -> [Float].TangentVector | ||
) { | ||
let (valYQ, pb) = vjpSoftSolveForwardWithQ(logits: logits) | ||
let (y, q) = valYQ | ||
return ((y, q, [0.0]), { upY, upQ, _ in pb(upY, upQ) }) | ||
} | ||
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@differentiable(reverse,wrt: logits) | ||
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public func crossEntropyFromForwardPredict(logits: [Float]) -> Float { | ||
let (_, q, _) = forwardPredict(logits: logits) | ||
return q[0] + 1e-8 | ||
} |
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