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Deprecate Differentiable.AllDifferentiableVariables. #226

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dan-zheng
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Follow-up to swiftlang/swift#26527.


Confirmed code snippet output:

$ cat readme.swift
// Custom differentiable type.
struct Model: Differentiable {
    var w: Float
    var b: Float
    func applied(to input: Float) -> Float {
        return w * input + b
    }
}

// Differentiate using `Differentiable.gradient(at:in:)`.
let model = Model(w: 4.0, b: 3.0)
let (𝛁model, 𝛁input) = model.gradient(at: 2.0) { model, input in
    model.applied(to: input)
}

print(𝛁model) // Model.TangentVector(w: 2.0, b: 1.0)
print(𝛁input) // 4.0

$ swift readme.swift
TangentVector(w: 2.0, b: 1.0)
4.0

@dan-zheng dan-zheng requested a review from rxwei August 7, 2019 17:40
@dan-zheng
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Maybe this PR should wait until our next release (containing swiftlang/swift#26527).

@rxwei
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rxwei commented Aug 7, 2019

No need to wait for new releases on the master branch.

@dan-zheng dan-zheng merged commit 28df411 into tensorflow:master Aug 7, 2019
@dan-zheng dan-zheng deleted the deprecate-differentiable-alldiffvars branch August 7, 2019 19:47
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2 participants