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@@ -442,3 +442,4 @@ abssum(x) = sum(abs2, x); | |
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| end | ||
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| include("usermixed.jl") | ||
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| using Enzyme | ||
| using Test | ||
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| function user_mixfnc(tup) | ||
| return tup[1] * tup[2][1] | ||
| end | ||
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| @testset "MixedDuplicated struct call" begin | ||
| tup = (2.7, [3.14]) | ||
| dtup = Ref((0.0, [0.0])) | ||
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| res = autodiff(Reverse, user_mixfnc, Active, MixedDuplicated(tup, dtup)) | ||
| @test dtup[][1] ≈ 3.14 | ||
| @test dtup[][2] ≈ [2.7] | ||
| end | ||
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| function user_mixfnc_byref(out, tup) | ||
| out[] = tup[1] * tup[2][1] | ||
| return nothing | ||
| end | ||
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| @testset "Batch MixedDuplicated struct call" begin | ||
| tup = (2.7, [3.14]) | ||
| dtup = (Ref((0.0, [0.0])), Ref((0.0, [0.0]))) | ||
| out = Ref(0.0) | ||
| dout = (Ref(1.0), Ref(3.0)) | ||
| res = autodiff(Reverse, user_mixfnc_byref, Const, BatchDuplicated(out, dout), BatchMixedDuplicated(tup, dtup)) | ||
| @test dtup[1][][1] ≈ 3.14 | ||
| @test dtup[1][][2] ≈ [2.7] | ||
| @test dtup[1][][1] ≈ 3*3.14 | ||
| @test dtup[1][][2] ≈ [3*2.7] | ||
| end | ||
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| function mix_square(x) | ||
| return x * x | ||
| end | ||
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| @testset "MixedDuplicated float64 call" begin | ||
| tup = 2.7 | ||
| dtup = Ref(0.0) | ||
| res = autodiff(Reverse, mix_square, Active, MixedDuplicated(tup, dtup))[1] | ||
| @test res[1] == (nothing,) | ||
| @test dtup[] ≈ 2 * 2.7 | ||
| end | ||
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| function mix_square_byref(out, x) | ||
| out[] = x * x | ||
| return nothing | ||
| end | ||
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| @testset "BatchMixedDuplicated float64 call" begin | ||
| tup = 2.7 | ||
| dtup = (Ref(0.0), Ref(0.0)) | ||
| out = Ref(0.0) | ||
| dout = (Ref(1.0), Ref(3.0)) | ||
| res = autodiff(Reverse, mix_square, Const, BatchDuplicated(out, dout), BatchMixedDuplicated(tup, dtup))[1] | ||
| @test res[1] == (nothing,) | ||
| @test dtup[1][] ≈ 2 * 2.7 | ||
| @test dtup[1][] ≈ 3 * 2 * 2.7 | ||
| end | ||
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| function mix_ar(x) | ||
| return x[1] * x[2] | ||
| end | ||
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| @testset "MixedDuplicated vector{float64} call" begin | ||
| tup = [2.7, 3.14] | ||
| dtup = Ref([0.0, 0.0]) | ||
| res = autodiff(Reverse, mix_ar, Active, MixedDuplicated(tup, dtup)) | ||
| @test res[1] == (nothing,) | ||
| @test dtup[] ≈ [3.14, 2.7] | ||
| end | ||
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| function mix_ar_byref(out, x) | ||
| out[] = x[1] * x[2] | ||
| return nothing | ||
| end | ||
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| @testset "BatchMixedDuplicated vector{float64} call" begin | ||
| tup = [2.7, 3.14] | ||
| dtup = (Ref([0.0, 0.0]), Ref([0.0, 0.0])) | ||
| out = Ref(0.0) | ||
| dout = (Ref(1.0), Ref(3.0)) | ||
| res = autodiff(Reverse, mix_ar, Const, BatchDuplicated(out, dout), BatchMixedDuplicated(tup, dtup)) | ||
| @test res[1] == (nothing,) | ||
| @test dtup[1][] ≈ [3.14, 2.7] | ||
| @test dtup[2][] ≈ [3*3.14, 3*2.7] | ||
| end |