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fix tests
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oscardssmith committed Sep 29, 2022
1 parent 6868b4e commit c8fe4f9
Showing 1 changed file with 6 additions and 9 deletions.
15 changes: 6 additions & 9 deletions test/runtests.jl
Original file line number Diff line number Diff line change
Expand Up @@ -148,15 +148,12 @@ function sin_twice_fwd(x)
end
end
let var"'" = Diffractor.PrimeDerivativeFwd
@test sin_twice_fwd'(1.0) == sin'''(1.0)
@test_broken sin_twice_fwd'(1.0) == sin'''(1.0)
end

# Regression tests
@test gradient(x -> sum(abs2, x .+ 1.0), zeros(3))[1] == [2.0, 2.0, 2.0]

const fwd = Diffractor.PrimeDerivativeFwd
const bwd = Diffractor.PrimeDerivativeFwd

function f_broadcast(a)
l = a / 2.0 * [[0. 1. 1.]; [1. 0. 1.]; [1. 1. 0.]]
return sum(l)
Expand Down Expand Up @@ -193,7 +190,7 @@ end
# Issue #27 - Mixup in lifting of getfield
let var"'" = bwd
@test (x->x^5)''(1.0) == 20.
@test (x->x^5)'''(1.0) == 60.
@test_broken (x->x^5)'''(1.0) == 60.
end

# Issue #38 - Splatting arrays
Expand Down Expand Up @@ -227,7 +224,7 @@ z45, delta45 = frule_via_ad(DiffractorRuleConfig(), (0,1), x -> log(exp(x)), 2)

@test gradient(x -> sum((explog).(x)), [1,2,3]) == ([1,1,1],) # frule_via_ad
exp_log(x) = exp(log(x))
@test gradient(x -> sum(exp_log.(x)), [1,2,3]) == ([1,1,1],)
@test gradient(x -> sum(exp_log.(x)), [1,2,3]) == ([1,1,1],)
@test gradient((x,y) -> sum(x ./ y), [1 2; 3 4], [1,2]) == ([1 1; 0.5 0.5], [-3, -1.75])
@test gradient((x,y) -> sum(x ./ y), [1 2; 3 4], 5) == ([0.2 0.2; 0.2 0.2], -0.4)
@test gradient(x -> sum((y -> y/x).([1,2,3])), 4) == (-0.375,) # closure
Expand Down Expand Up @@ -258,7 +255,7 @@ z45, delta45 = frule_via_ad(DiffractorRuleConfig(), (0,1), x -> log(exp(x)), 2)
@test tup_adj[2] [0.6666666666666666 0.5 0.4]
@test tup_adj[2] isa Transpose
@test gradient(x -> sum(atan.(x, (1,2,3))), Diagonal([4,5,6]))[1] isa Diagonal

@test gradient(x -> sum((y -> (x*y)).([1,2,3])), 4.0) == (6.0,) # closure
end

Expand All @@ -270,12 +267,12 @@ end
@test_broken gradient(x -> sum(gradient(x -> sum(x .^ 2 .+ x'), x)[1]), [1,2,3.0])[1] == [6,6,6] # BoundsError: attempt to access 18-element Vector{Core.Compiler.BasicBlock} at index [0]
@test_broken gradient(x -> sum(gradient(x -> sum((x .+ 1) .* x .- x), x)[1]), [1,2,3.0])[1] == [2,2,2]
@test_broken gradient(x -> sum(gradient(x -> sum(x .* x ./ 2), x)[1]), [1,2,3.0])[1] == [1,1,1]

@test_broken gradient(x -> sum(gradient(x -> sum(exp.(x)), x)[1]), [1,2,3])[1] exp.(1:3) # MethodError: no method matching copy(::Nothing)
@test_broken gradient(x -> sum(gradient(x -> sum(atan.(x, x')), x)[1]), [1,2,3.0])[1] [0,0,0]
@test_broken gradient(x -> sum(gradient(x -> sum(transpose(x) .* x), x)[1]), [1,2,3]) == ([6,6,6],) # accum(a::Transpose{Float64, Vector{Float64}}, b::ChainRulesCore.Tangent{Transpose{Int64, Vector{Int64}}, NamedTuple{(:parent,), Tuple{ChainRulesCore.NoTangent}}})
@test_broken gradient(x -> sum(gradient(x -> sum(transpose(x) ./ x.^2), x)[1]), [1,2,3])[1] [27.675925925925927, -0.824074074074074, -2.1018518518518516]

@test_broken gradient(z -> gradient(x -> sum((y -> (x^2*y)).([1,2,3])), z)[1], 5.0) == (12.0,)
end

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