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Add chain-rules for
Quantum
constructor
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module QrochetChainRulesCoreExt | ||
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using Qrochet | ||
using ChainRulesCore | ||
using ChainRulesCore: AbstractTangent | ||
using Tenet | ||
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@non_differentiable Qrochet.currindex() | ||
@non_differentiable Qrochet.nextindex() | ||
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# WARN type-piracy | ||
@non_differentiable Base.setdiff(::Vector{Symbol}, ::Base.ValueIterator) | ||
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ChainRulesCore.ProjectTo(qtn::Quantum) = ProjectTo{Quantum}(; tn = ProjectTo(qtn.tn)) | ||
(projector::ProjectTo{Quantum})(Δ) = Quantum(projector.tn(Δ.tn), Δ.sites) | ||
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function ChainRulesCore.frule((_, ẋ, _), ::Type{Quantum}, x::TensorNetwork, sites) | ||
y = Quantum(x, sites) | ||
ẏ = Tangent{Quantum}(; tn = ẋ) | ||
y, ẏ | ||
end | ||
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Quantum_pullback(ȳ) = (NoTangent(), ȳ.tn, NoTangent()) | ||
Quantum_pullback(ȳ::AbstractThunk) = Quantum_pullback(unthunk(ȳ)) | ||
ChainRulesCore.rrule(::Type{Quantum}, x::TensorNetwork, sites) = Quantum(x, sites), Quantum_pullback | ||
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end |
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module QrochetChainRulesTestUtilsExt | ||
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using Qrochet | ||
using ChainRulesCore | ||
using ChainRulesTestUtils | ||
using Random | ||
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function ChainRulesTestUtils.rand_tangent(rng::AbstractRNG, x::Quantum) | ||
return Tangent{Quantum}(; tn = rand_tangent(rng, x.tn), sites = NoTangent()) | ||
end | ||
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# WARN type-piracy | ||
# NOTE used in `Quantum` constructor | ||
ChainRulesTestUtils.rand_tangent(::AbstractRNG, x::Dict{<:Site,Symbol}) = NoTangent() | ||
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end |
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[deps] | ||
ChainRulesTestUtils = "cdddcdb0-9152-4a09-a978-84456f9df70a" | ||
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" | ||
Quac = "b9105292-1415-45cf-bff1-d6ccf71e6143" | ||
Tenet = "85d41934-b9cd-44e1-8730-56d86f15f3ec" | ||
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40" | ||
Quac = "b9105292-1415-45cf-bff1-d6ccf71e6143" |
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@testset "ChainRulesCore" begin | ||
using Qrochet | ||
using Tenet | ||
using ChainRulesTestUtils | ||
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@testset "Quantum" begin | ||
test_frule(Quantum, TensorNetwork([Tensor(fill(1.0, 2), [:i])]), Dict{Site,Symbol}(site"1" => :i)) | ||
test_rrule(Quantum, TensorNetwork([Tensor(fill(1.0, 2), [:i])]), Dict{Site,Symbol}(site"1" => :i)) | ||
end | ||
end |
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