Closed Flawless1202 closed 1 month ago
Related https://github.com/ReactiveBayes/RxInfer.jl/issues/335
You should use functional form constraint on some of your variable, but without a full stacktrace its hard to say which one
Related ReactiveBayes/RxInfer.jl#335
You should use functional form constraint on some of your variable, but without a full stacktrace its hard to say which one
@bvdmitri Thanks for your reply! Here is the full stacktrace:
ERROR: LoadError: `ProductOf` object cannot be used as a functional form in inference backend. Use form constraints to restrict the functional form of marginal posteriors.
Stacktrace:
[1] error(s::String)
@ Base ./error.jl:35
[2] constrain_form(::UnspecifiedFormConstraint, something::ProductOf{GammaShapeRate{Float64}, PointMass{Float64}})
@ ReactiveMP ~/.julia/packages/ReactiveMP/DrjJB/src/constraints/form.jl:85
[3] constrain_form_as_message(message::Message{ProductOf{GammaShapeRate{Float64}, PointMass{Float64}}, Nothing}, form_constraint::UnspecifiedFormConstraint)
@ ReactiveMP ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:139
[4] (::ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint})(messages::Vector{AbstractMessage})
@ ReactiveMP ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:149
[5] (::ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}})(messages::Vector{AbstractMessage})
@ ReactiveMP ~/.julia/packages/ReactiveMP/DrjJB/src/variables/variable.jl:36
[6] next_received!(wrapper::Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}, data::DefferedMessage{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, ReactiveMP.MessageMapping{Halfspace, Val{:σ2}, Marginalisation, Nothing, Val{(:out, :a, :γ)}, Nothing, Nothing, Nothing, Nothing}}, index::CartesianIndex{1})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:103
[7] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:93 [inlined]
[8] scheduled_next!(actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}}, value::DefferedMessage{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, ReactiveMP.MessageMapping{Halfspace, Val{:σ2}, Marginalisation, Nothing, Val{(:out, :a, :γ)}, Nothing, Nothing, Nothing, Nothing}}, ::AsapScheduler)
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/schedulers/asap.jl:23
[9] on_next!(subject::Subject{AbstractMessage, AsapScheduler, AsapScheduler}, data::DefferedMessage{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, ReactiveMP.MessageMapping{Halfspace, Val{:σ2}, Marginalisation, Nothing, Val{(:out, :a, :γ)}, Nothing, Nothing, Nothing, Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/subjects/subject.jl:62
[10] actor_on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:250 [inlined]
[11] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:202 [inlined]
[12] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/subjects/recent.jl:62 [inlined]
[13] actor_on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:250 [inlined]
[14] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:202 [inlined]
[15] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/map.jl:62 [inlined]
[16] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:206 [inlined]
[17] next_received!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:101 [inlined]
[18] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:68 [inlined]
[19] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:206 [inlined]
[20] next_received!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:72 [inlined]
[21] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:34 [inlined]
[22] scheduled_next!(actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:σ2}, Marginalisation, Nothing, Val{(:out, :a, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}}, value::Marginal{NormalWeightedMeanPrecision{Float64}, Nothing}, ::AsapScheduler)
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/schedulers/asap.jl:23
[23] on_next!(subject::Subject{Marginal, AsapScheduler, AsapScheduler}, data::Marginal{NormalWeightedMeanPrecision{Float64}, Nothing})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/subjects/subject.jl:62
[24] actor_on_next!(::BaseActorTrait{Marginal}, actor::Subject{Marginal, AsapScheduler, AsapScheduler}, data::Marginal{NormalWeightedMeanPrecision{Float64}, Nothing})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/actor.jl:250
[25] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:202 [inlined]
[26] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/subjects/recent.jl:62 [inlined]
[27] actor_on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:250 [inlined]
[28] next!(actor::Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, data::Marginal{NormalWeightedMeanPrecision{Float64}, Nothing})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/actor.jl:202
[29] next_received!(wrapper::Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}, data::DefferedMessage{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}, index::CartesianIndex{1})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:104
[30] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:93 [inlined]
[31] scheduled_next!(actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}}, value::DefferedMessage{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}, ::AsapScheduler)
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/schedulers/asap.jl:23
[32] on_next!(subject::Subject{AbstractMessage, AsapScheduler, AsapScheduler}, data::DefferedMessage{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/subjects/subject.jl:62
[33] actor_on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:250 [inlined]
[34] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:202 [inlined]
[35] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/subjects/recent.jl:62 [inlined]
[36] actor_on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:250 [inlined]
[37] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:202 [inlined]
[38] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/map.jl:62 [inlined]
[39] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:206 [inlined]
[40] next_received!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:101 [inlined]
[41] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:68 [inlined]
[42] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:206 [inlined]
[43] next_received!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:72 [inlined]
[44] on_next!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:34 [inlined]
[45] next!
@ ~/.julia/packages/Rocket/LrFUI/src/actor.jl:206 [inlined]
[46] on_subscribe!(subject::Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/subjects/recent.jl:78
[47] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[48] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:22 [inlined]
[49] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subscribable.jl:185 [inlined]
[50] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:69 [inlined]
[51] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subscribable.jl:185 [inlined]
[52] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[53] subscribe!(subscribable::ProxyObservable{Marginal{PointMass{Int64}, Nothing}, Rocket.RefCountSource{Marginal{PointMass{Int64}, Nothing}, ConnectableObservable{Marginal{PointMass{Int64}, Nothing}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, SingleObservable{Marginal{PointMass{Int64}, Nothing}, AsapScheduler}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/subscribable.jl:185
[54] on_subscribe!(observable::LazyObservable{Marginal}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[55] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/marginal.jl:192 [inlined]
[56] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[57] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[58] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[59] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[60] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[61] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[62] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[63] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:154 [inlined]
[64] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[65] __combine_latest_unrolled_fill_subscriptions!(sources::Tuple{SingleObservable{Nothing, AsapScheduler}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, wrapper::Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[66] on_subscribe!(observable::Rocket.CombineLatestObservable{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Tuple{SingleObservable{Nothing, AsapScheduler}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, PushNew}, actor::Rocket.MapActor{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:137
[67] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[68] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[69] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[70] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[71] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[72] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[73] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[74] subscribe!(observable::ProxyObservable{AbstractMessage, Rocket.RefCountSource{AbstractMessage, ConnectableObservable{AbstractMessage, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ProxyObservable{AbstractMessage, Rocket.CombineLatestObservable{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, Tuple{SingleObservable{Nothing, AsapScheduler}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, PushNew}, Rocket.MapProxy{Tuple{Nothing, Tuple{ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable, ReactiveMP.MarginalObservable}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{Halfspace, Val{:out}, Marginalisation, Nothing, Val{(:a, :σ2, :γ)}, Nothing, Nothing, Nothing, Nothing}}}}}}, Rocket.RefCountProxy}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[75] on_subscribe!(observable::LazyObservable{AbstractMessage}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[76] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[77] on_subscribe!(observable::Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}, actor::Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[78] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subject.jl:59 [inlined]
[79] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[80] on_subscribe!(refcount_source::Rocket.RefCountSource{Message, ConnectableObservable{Message, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}}}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72
[81] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[82] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[83] subscribe!(observable::ProxyObservable{Message, Rocket.RefCountSource{Message, ConnectableObservable{Message, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[84] on_subscribe!(observable::LazyObservable{Message}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[85] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[86] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[87] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[88] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[89] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[90] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[91] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
--- the last 6 lines are repeated 1 more time ---
[98] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[99] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[100] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[101] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[102] subscribe!(observable::ProxyObservable{Marginal, Rocket.RefCountSource{Marginal, ConnectableObservable{Marginal, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Rocket.CombineLatestUpdatesObservable{Marginal, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[103] on_subscribe!(observable::LazyObservable{Marginal}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[104] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/marginal.jl:192 [inlined]
[105] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[106] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[107] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[108] __combine_latest_updates_unrolled_fill_subscriptions!
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[109] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[110] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[111] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[112] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:154 [inlined]
[113] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[114] __combine_latest_unrolled_fill_subscriptions!(sources::Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, wrapper::Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[115] on_subscribe!(observable::Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, PushNew}, actor::Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:137
[116] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[117] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[118] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[119] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[120] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[121] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[122] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[123] subscribe!(observable::ProxyObservable{AbstractMessage, Rocket.RefCountSource{AbstractMessage, ConnectableObservable{AbstractMessage, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ProxyObservable{AbstractMessage, Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, PushNew}, Rocket.MapProxy{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}}}}, Rocket.RefCountProxy}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[124] on_subscribe!(observable::LazyObservable{AbstractMessage}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[125] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[126] on_subscribe!(observable::Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}, actor::Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[127] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subject.jl:59 [inlined]
[128] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[129] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[130] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[131] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[132] subscribe!(observable::ProxyObservable{Message, Rocket.RefCountSource{Message, ConnectableObservable{Message, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:in}, Marginalisation, Val{(:out, :A)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[133] on_subscribe!(observable::LazyObservable{Message}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:in}, Marginalisation, Val{(:out, :A)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[134] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[135] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[136] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[137] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[138] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:in}, Marginalisation, Val{(:out, :A)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
--- the last 30 lines are repeated 3 more times ---
[229] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[230] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[231] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[232] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:154 [inlined]
[233] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[234] __combine_latest_unrolled_fill_subscriptions!(sources::Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, wrapper::Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[235] on_subscribe!(observable::Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew}, actor::Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:137
[236] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[237] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[238] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[239] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[240] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[241] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[242] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[243] subscribe!(observable::ProxyObservable{AbstractMessage, Rocket.RefCountSource{AbstractMessage, ConnectableObservable{AbstractMessage, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ProxyObservable{AbstractMessage, Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew}, Rocket.MapProxy{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}}}}, Rocket.RefCountProxy}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[244] on_subscribe!(observable::LazyObservable{AbstractMessage}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[245] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[246] on_subscribe!(observable::Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}, actor::Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[247] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subject.jl:59 [inlined]
[248] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[249] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[250] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[251] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[252] subscribe!(observable::ProxyObservable{Message, Rocket.RefCountSource{Message, ConnectableObservable{Message, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[253] on_subscribe!(observable::LazyObservable{Message}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[254] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
--- the last 150 lines are repeated 48 more times ---
[7455] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7456] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[7457] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7458] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Rocket.MapActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestUpdatesInnerActor{ReactiveMP.ManyOf, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}}, ReactiveMP.var"#156#157"}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[7459] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, actor::Rocket.MapActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestUpdatesInnerActor{ReactiveMP.ManyOf, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}}, ReactiveMP.var"#156#157"})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[7460] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7461] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7462] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7463] on_subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/nodes/interfaces.jl:125 [inlined]
[7464] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subscribable.jl:188 [inlined]
[7465] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7466] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[7467] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7468] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[7469] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestUpdatesInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestUpdatesActorWrapper{Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, PushNew, Rocket.UInt8UpdatesStatus, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[7470] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
--- the last 6 lines are repeated 1 more time ---
[7477] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7478] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7479] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7480] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7481] subscribe!(observable::ProxyObservable{Marginal, Rocket.RefCountSource{Marginal, ConnectableObservable{Marginal, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Rocket.CombineLatestUpdatesObservable{Marginal, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew, ReactiveMP.MarginalMapping{DeltaFn{typeof(h)}, Val{:ins}, Val{(:out, :ins)}, Nothing, DeltaMeta{Linearization, Nothing}, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7482] on_subscribe!(observable::LazyObservable{Marginal}, actor::Rocket.CombineLatestUpdatesInnerActor{Marginal, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7483] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/marginal.jl:192 [inlined]
[7484] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7485] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[7486] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7487] __combine_latest_updates_unrolled_fill_subscriptions!
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7488] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MarginalObservable}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[7489] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7490] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7491] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:154 [inlined]
[7492] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7493] __combine_latest_unrolled_fill_subscriptions!(sources::Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, wrapper::Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[7494] on_subscribe!(observable::Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, PushNew}, actor::Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:137
[7495] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7496] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7497] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7498] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7499] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7500] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7501] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7502] subscribe!(observable::ProxyObservable{AbstractMessage, Rocket.RefCountSource{AbstractMessage, ConnectableObservable{AbstractMessage, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ProxyObservable{AbstractMessage, Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MarginalObservable}, Tuple{ReactiveMP.MarginalObservable}, PushNew, typeof(identity), Nothing}}, PushNew}, Rocket.MapProxy{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}}}}, Rocket.RefCountProxy}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7503] on_subscribe!(observable::LazyObservable{AbstractMessage}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7504] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[7505] on_subscribe!(observable::Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}, actor::Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[7506] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subject.jl:59 [inlined]
[7507] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7508] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7509] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7510] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7511] subscribe!(observable::ProxyObservable{Message, Rocket.RefCountSource{Message, ConnectableObservable{Message, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:in}, Marginalisation, Val{(:out, :A)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7512] on_subscribe!(observable::LazyObservable{Message}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:in}, Marginalisation, Val{(:out, :A)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7513] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[7514] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7515] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[7516] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7517] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{AbstractMessage}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:in}, Marginalisation, Val{(:out, :A)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
--- the last 30 lines are repeated 3 more times ---
[7608] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[7609] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7610] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7611] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:154 [inlined]
[7612] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7613] __combine_latest_unrolled_fill_subscriptions!(sources::Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, wrapper::Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[7614] on_subscribe!(observable::Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew}, actor::Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:137
[7615] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7616] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7617] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7618] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7619] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7620] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7621] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7622] subscribe!(observable::ProxyObservable{AbstractMessage, Rocket.RefCountSource{AbstractMessage, ConnectableObservable{AbstractMessage, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ProxyObservable{AbstractMessage, Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew}, Rocket.MapProxy{Tuple{Tuple{ReactiveMP.MessageObservable{AbstractMessage}, ReactiveMP.MessageObservable{Message}}, Nothing}, ReactiveMP.var"#182#185"{ReactiveMP.MessageMapping{typeof(*), Val{:out}, Marginalisation, Val{(:A, :in)}, Nothing, MatrixCorrectionTools.ReplaceZeroDiagonalEntries{TinyHugeNumbers.TinyNumber}, Nothing, Nothing, Nothing}}}}}}, Rocket.RefCountProxy}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7623] on_subscribe!(observable::LazyObservable{AbstractMessage}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7624] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[7625] on_subscribe!(observable::Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}, actor::Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[7626] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subject.jl:59 [inlined]
[7627] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7628] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7629] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7630] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7631] subscribe!(observable::ProxyObservable{Message, Rocket.RefCountSource{Message, ConnectableObservable{Message, Rocket.RecentSubjectInstance{Message, Subject{Message, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, ReactiveMP.SkipIndexIterator{ReactiveMP.MessageObservable{AbstractMessage}, Vector{ReactiveMP.MessageObservable{AbstractMessage}}}, Message, ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7632] on_subscribe!(observable::LazyObservable{Message}, actor::Rocket.CombineLatestUpdatesInnerActor{Message, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MarginalObservable}}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#849#851"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Tuple{Val{:in}, Int64}, Marginalisation, Val{(:in,)}, Val{(:ins,)}, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7633] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
--- the last 150 lines are repeated 1 more time ---
[7784] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7785] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[7786] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7787] __combine_latest_updates_unrolled_fill_subscriptions!(sources::Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, wrapper::Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Rocket.MapActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestUpdatesInnerActor{ReactiveMP.ManyOf, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#846#847"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Val{:out}, Marginalisation, Val{(:ins,)}, Nothing, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}}, ReactiveMP.var"#156#157"}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[7788] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}, actor::Rocket.MapActor{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Rocket.CombineLatestUpdatesInnerActor{ReactiveMP.ManyOf, Rocket.CombineLatestUpdatesActorWrapper{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#846#847"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Val{:out}, Marginalisation, Val{(:ins,)}, Nothing, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}}, PushNew, Rocket.UInt8UpdatesStatus, typeof(identity), Nothing}}, ReactiveMP.var"#156#157"})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[7789] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7790] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7791] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7792] on_subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/nodes/interfaces.jl:125 [inlined]
[7793] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subscribable.jl:188 [inlined]
[7794] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7795] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:130 [inlined]
[7796] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7797] __combine_latest_updates_unrolled_fill_subscriptions!
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7798] on_subscribe!(observable::Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, actor::Rocket.CombineLatestInnerActor{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#846#847"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Val{:out}, Marginalisation, Val{(:ins,)}, Nothing, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined_updates.jl:113
[7799] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7800] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:55 [inlined]
[7801] macro expansion
@ ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:154 [inlined]
[7802] macro expansion
@ ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127 [inlined]
[7803] __combine_latest_unrolled_fill_subscriptions!(sources::Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, wrapper::Rocket.CombineLatestActorWrapper{Rocket.MStorage2{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.MapActor{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#846#847"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Val{:out}, Marginalisation, Val{(:ins,)}, Nothing, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}, PushNew, Rocket.UInt8UpdatesStatus})
@ Rocket ~/.julia/packages/Unrolled/KtWta/src/Unrolled.jl:127
[7804] on_subscribe!(observable::Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew}, actor::Rocket.MapActor{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ReactiveMP.var"#846#847"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Val{:out}, Marginalisation, Val{(:ins,)}, Nothing, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/combined.jl:137
[7805] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7806] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7807] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7808] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7809] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7810] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7811] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7812] subscribe!(observable::ProxyObservable{AbstractMessage, Rocket.RefCountSource{AbstractMessage, ConnectableObservable{AbstractMessage, Rocket.RecentSubjectInstance{AbstractMessage, Subject{AbstractMessage, AsapScheduler, AsapScheduler}}, ProxyObservable{AbstractMessage, Rocket.CombineLatestObservable{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, Tuple{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, PushNew, typeof(identity), Nothing}, SingleObservable{Nothing, AsapScheduler}}, PushNew}, Rocket.MapProxy{Tuple{Tuple{ReactiveMP.ManyOfObservable{Rocket.CombineLatestUpdatesObservable{Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, Tuple{ReactiveMP.MessageObservable{Message}, ReactiveMP.MessageObservable{Message}}, PushNew, typeof(identity), Nothing}}}, Nothing}, ReactiveMP.var"#846#847"{ReactiveMP.MessageMapping{DeltaFn{typeof(h)}, Val{:out}, Marginalisation, Val{(:ins,)}, Nothing, DeltaMeta{Linearization, Nothing}, Nothing, DeltaFnNode{typeof(h), typeof(h), 2, Tuple{}, ReactiveMP.FactorNodeLocalClusters{Tuple{ReactiveMP.FactorNodeLocalMarginal, ReactiveMP.FactorNodeLocalMarginal}, Nothing}}, Nothing}}}}}}, Rocket.RefCountProxy}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7813] on_subscribe!(observable::LazyObservable{AbstractMessage}, actor::Rocket.CollectLatestObservableInnerActor{AbstractMessage, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{AbstractMessage, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Vector{AbstractMessage}, BitVector, Vector{Teardown}, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7814] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/message.jl:255 [inlined]
[7815] on_subscribe!(observable::Rocket.CollectLatestObservable{AbstractMessage, Vector{ReactiveMP.MessageObservable{AbstractMessage}}, Marginal, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}, actor::Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[7816] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subject.jl:59 [inlined]
[7817] connect
@ ~/.julia/packages/Rocket/LrFUI/src/observable/connectable.jl:73 [inlined]
[7818] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/operators/ref_count.jl:72 [inlined]
[7819] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7820] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7821] subscribe!(observable::ProxyObservable{Marginal, Rocket.RefCountSource{Marginal, ConnectableObservable{Marginal, Rocket.RecentSubjectInstance{Marginal, Subject{Marginal, AsapScheduler, AsapScheduler}}, Rocket.CollectLatestObservable{AbstractMessage, Vector{ReactiveMP.MessageObservable{AbstractMessage}}, Marginal, ReactiveMP.var"#119#120"{ReactiveMP.var"#15#17"{GenericProd, UnspecifiedFormConstraint}}, typeof(ReactiveMP.reset_vstatus)}}}, Rocket.RefCountProxy}, actor::Rocket.FilterActor{Marginal, Rocket.CollectLatestObservableInnerActor{Marginal, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{Marginal, Rocket.TapActor{Vector{Marginal}, BufferActor{Marginal, Vector{Marginal}}, RxInfer.var"#129#130"{RxInfer.MarginalHasBeenUpdated}}, Vector{Marginal}, BitVector, Vector{Teardown}, typeof(copy), Nothing}}, ReactiveMP.var"#31#32"})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7822] on_subscribe!(observable::LazyObservable{Marginal}, actor::Rocket.FilterActor{Marginal, Rocket.CollectLatestObservableInnerActor{Marginal, CartesianIndex{1}, Rocket.CollectLatestObservableWrapper{Marginal, Rocket.TapActor{Vector{Marginal}, BufferActor{Marginal, Vector{Marginal}}, RxInfer.var"#129#130"{RxInfer.MarginalHasBeenUpdated}}, Vector{Marginal}, BitVector, Vector{Teardown}, typeof(copy), Nothing}}, ReactiveMP.var"#31#32"})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/lazy.jl:51
[7823] subscribe!
@ ~/.julia/packages/ReactiveMP/DrjJB/src/marginal.jl:192 [inlined]
[7824] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7825] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108 [inlined]
[7826] on_subscribe!(observable::Rocket.CollectLatestObservable{Marginal, Vector{ProxyObservable{Marginal, ReactiveMP.MarginalObservable, Rocket.FilterProxy{ReactiveMP.var"#31#32"}}}, Vector{Marginal}, typeof(copy), Nothing}, actor::Rocket.TapActor{Vector{Marginal}, BufferActor{Marginal, Vector{Marginal}}, RxInfer.var"#129#130"{RxInfer.MarginalHasBeenUpdated}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/observable/collected.jl:147
[7827] subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/subscribable.jl:188 [inlined]
[7828] on_subscribe!
@ ~/.julia/packages/Rocket/LrFUI/src/observable/proxy.jl:103 [inlined]
[7829] subscribe!(observable::ProxyObservable{Vector{Marginal}, Rocket.CollectLatestObservable{Marginal, Vector{ProxyObservable{Marginal, ReactiveMP.MarginalObservable, Rocket.FilterProxy{ReactiveMP.var"#31#32"}}}, Vector{Marginal}, typeof(copy), Nothing}, Rocket.TapProxy{RxInfer.var"#129#130"{RxInfer.MarginalHasBeenUpdated}}}, actor::BufferActor{Marginal, Vector{Marginal}})
@ Rocket ~/.julia/packages/Rocket/LrFUI/src/utils.jl:108
[7830] (::RxInfer.var"#149#170"{Dict{Symbol, RxInfer.MarginalHasBeenUpdated}, ProbabilisticModel{GraphPPL.Model{MetaGraphsNext.MetaGraph{Int64, Graphs.SimpleGraphs.SimpleGraph{Int64}, GraphPPL.NodeLabel, GraphPPL.NodeData, GraphPPL.EdgeLabel, GraphPPL.Context, MetaGraphsNext.var"#4#8", Float64}, GraphPPL.PluginsCollection{Tuple{GraphPPL.VariationalConstraintsPlugin{GraphPPL.Constraints{Vector{GraphPPL.FactorizationConstraint}, Vector{GraphPPL.MarginalFormConstraint}, Vector{GraphPPL.MessageFormConstraint}, Dict{Function, GraphPPL.GeneralSubModelConstraints}, Dict{GraphPPL.FactorID, GraphPPL.SpecificSubModelConstraints}}}, GraphPPL.MetaPlugin{GraphPPL.MetaSpecification}, RxInfer.InitializationPlugin{RxInfer.InitSpecification}, RxInfer.ReactiveMPInferencePlugin{RxInfer.ReactiveMPInferenceOptions{Nothing, Nothing, Nothing}}}}, RxInfer.ReactiveMPGraphPPLBackend}}, Nothing})(::Pair{Symbol, BufferActor{Marginal}})
@ RxInfer ./essentials.jl:0
[7831] iterate
@ ./generator.jl:47 [inlined]
[7832] grow_to!(dest::Dict{Any, Any}, itr::Base.Generator{Dict{Symbol, BufferActor{Marginal}}, RxInfer.var"#149#170"{Dict{Symbol, RxInfer.MarginalHasBeenUpdated}, ProbabilisticModel{GraphPPL.Model{MetaGraphsNext.MetaGraph{Int64, Graphs.SimpleGraphs.SimpleGraph{Int64}, GraphPPL.NodeLabel, GraphPPL.NodeData, GraphPPL.EdgeLabel, GraphPPL.Context, MetaGraphsNext.var"#4#8", Float64}, GraphPPL.PluginsCollection{Tuple{GraphPPL.VariationalConstraintsPlugin{GraphPPL.Constraints{Vector{GraphPPL.FactorizationConstraint}, Vector{GraphPPL.MarginalFormConstraint}, Vector{GraphPPL.MessageFormConstraint}, Dict{Function, GraphPPL.GeneralSubModelConstraints}, Dict{GraphPPL.FactorID, GraphPPL.SpecificSubModelConstraints}}}, GraphPPL.MetaPlugin{GraphPPL.MetaSpecification}, RxInfer.InitializationPlugin{RxInfer.InitSpecification}, RxInfer.ReactiveMPInferencePlugin{RxInfer.ReactiveMPInferenceOptions{Nothing, Nothing, Nothing}}}}, RxInfer.ReactiveMPGraphPPLBackend}}, Nothing}})
@ Base ./dict.jl:120
[7833] dict_with_eltype
@ ./abstractdict.jl:590 [inlined]
[7834] Dict(kv::Base.Generator{Dict{Symbol, BufferActor{Marginal}}, RxInfer.var"#149#170"{Dict{Symbol, RxInfer.MarginalHasBeenUpdated}, ProbabilisticModel{GraphPPL.Model{MetaGraphsNext.MetaGraph{Int64, Graphs.SimpleGraphs.SimpleGraph{Int64}, GraphPPL.NodeLabel, GraphPPL.NodeData, GraphPPL.EdgeLabel, GraphPPL.Context, MetaGraphsNext.var"#4#8", Float64}, GraphPPL.PluginsCollection{Tuple{GraphPPL.VariationalConstraintsPlugin{GraphPPL.Constraints{Vector{GraphPPL.FactorizationConstraint}, Vector{GraphPPL.MarginalFormConstraint}, Vector{GraphPPL.MessageFormConstraint}, Dict{Function, GraphPPL.GeneralSubModelConstraints}, Dict{GraphPPL.FactorID, GraphPPL.SpecificSubModelConstraints}}}, GraphPPL.MetaPlugin{GraphPPL.MetaSpecification}, RxInfer.InitializationPlugin{RxInfer.InitSpecification}, RxInfer.ReactiveMPInferencePlugin{RxInfer.ReactiveMPInferenceOptions{Nothing, Nothing, Nothing}}}}, RxInfer.ReactiveMPGraphPPLBackend}}, Nothing}})
@ Base ./dict.jl:109
[7835] batch_inference(; model::GraphPPL.ModelGenerator{typeof(switching_model), @Kwargs{nr_steps::Int64, γ::Int64, ΔT::Int64}, GraphPPL.PluginsCollection{Tuple{}}, RxInfer.ReactiveMPGraphPPLBackend}, data::@NamedTuple{goals::Matrix{Vector{Int64}}}, initialization::RxInfer.InitSpecification, constraints::GraphPPL.Constraints{Vector{GraphPPL.FactorizationConstraint}, Vector{GraphPPL.MarginalFormConstraint}, Vector{GraphPPL.MessageFormConstraint}, Dict{Function, GraphPPL.GeneralSubModelConstraints}, Dict{GraphPPL.FactorID, GraphPPL.SpecificSubModelConstraints}}, meta::GraphPPL.MetaSpecification, options::Nothing, returnvars::KeepLast, predictvars::Nothing, iterations::Int64, free_energy::Bool, free_energy_diagnostics::Tuple{RxInfer.ObjectiveDiagnosticCheckNaNs, RxInfer.ObjectiveDiagnosticCheckInfs}, showprogress::Bool, callbacks::Nothing, addons::Nothing, postprocess::DefaultPostprocess, warn::Bool, catch_exception::Bool)
@ RxInfer ~/.julia/packages/RxInfer/iG4wU/src/inference/batch.jl:257
[7836] batch_inference
@ ~/.julia/packages/RxInfer/iG4wU/src/inference/batch.jl:94 [inlined]
[7837] #infer#244
@ ~/.julia/packages/RxInfer/iG4wU/src/inference/inference.jl:306 [inlined]
in expression starting at /Users/chenkai/MyCodes/RxInferEx/MultiAgentTrajectoryPlanning/switching_positions_v3.jl:99
Do you have some suggestions to solve it?
Yeah, this example had this line, but in the new version you should write:
using BayesBase, Distributions
ReactiveMP.prod(::GenericProd, left::Distribution, right::PointMass) = right
note that the default argument now is GenericProd
Yeah, this example had this line, but in the new version you should write:
using BayesBase, Distributions ReactiveMP.prod(::GenericProd, left::Distribution, right::PointMass) = right
note that the default argument now is
GenericProd
Thanks for your reply! I added this line to my code. Then no errors are raised. But the code runs for more than 10 minutes and seems to never stop. Do you have any suggestions?
You can use
infer(..., showprogress = true)
You can use
infer(..., showprogress = true)
Thanks for your reply! But when I add showprogress = true
, I could still not see any outputs in the terminal.
@bvdmitri Do you have any ideas?
I'm not sure why this example slowed down so much, but reducing nr_steps
makes it run, although it throws a different error related to using I
from LinearAlgebra
. This might be a bug. Additionally, I suggest changing the definition of h
to:
function h(y1, y2)
r1 = 15
r2 = 15
return norm(y1 - y2) - r1 - r2
end
Since Linearization
uses ForwardDiff
, it is very slow for functions that depend on global variables.
Hi @bvdmitri, I have tried to solve the problem again these days. I use the following code:
import BayesBase: prod
import ReactiveMP: apply_pipeline_stage
using LinearAlgebra, RxInfer, Plots, PGFPlotsX, Distributions
ReactiveMP.prod(::GenericProd, left::Distribution, right::PointMass) = right
ReactiveMP.prod(::GenericProd, left::PointMass, right::Distribution) = left
function BayesBase.prod(
::PreserveTypeProd{Distribution},
left::MvNormalMeanCovariance{T1},
right::MvNormalMeanCovariance{T2}
) where {T1<:LinearAlgebra.BlasFloat,T2<:LinearAlgebra.BlasFloat}
xi_left, W_left = weightedmean_precision(left)
xi_right, W_right = weightedmean_precision(right)
return MvNormalWeightedMeanPrecision(xi_left + xi_right, W_left + W_right)
end
apply_pipeline_stage(stage::LoggerPipelineStage, factornode, tag::Val{T}, stream) where {T} = stream |> tap((v) -> println(stage, "[$(functionalform(factornode))][$(T)]: $(as_message(v))"))
apply_pipeline_stage(stage::LoggerPipelineStage, factornode, tag::Tuple{Val{T},Int}, stream) where {T} = stream |> tap((v) -> println(stage, "[$(functionalform(factornode))][$(T):$(tag[2])]: $(as_message(v))"))
# node specification
struct Halfspace end
@node Halfspace Stochastic [out, a, σ², γ]
# rule specification
@rule Halfspace(:out, Marginalisation) (q_a::PointMass, q_σ²::PointMass, q_γ::PointMass) = begin
return NormalMeanVariance(mean(q_a) + mean(q_γ) * mean(q_σ²), mean(q_σ²))
end
@rule Halfspace(:σ², Marginalisation) (q_out::UnivariateNormalDistributionsFamily, q_a::PointMass, q_γ::PointMass) = begin
return PointMass(1 / mean(q_γ) * sqrt(abs2(mean(q_out) - mean(q_a)) + var(q_out)))
end
function h(y1, y0, r1, r2)
return norm(y1 - y0) - r1 - r2
end
@model function single_agent_model(goals, nr_steps, γ, ΔT)
# transition model
A = Matrix([
1 ΔT 0 0;
0 1 0 0;
0 0 1 ΔT;
0 0 0 1
])
B = Matrix([
0 0;
ΔT 0;
0 0;
0 ΔT
])
C = Matrix([
1 0 0 0;
0 0 1 0
])
x[1] ~ MvNormalMeanCovariance(zeros(4), 1e2I) where {pipeline=LoggerPipelineStage("x[1]")}
local u, y
for t in 1:nr_steps
u[t] ~ MvNormalMeanCovariance(zeros(2), 1e-2I) where {pipeline=LoggerPipelineStage("u[$t]")}
x[t+1] ~ (A * x[t] + B * u[t]) where {pipeline=LoggerPipelineStage("x[$(t+1)]")}
y[t] ~ (C * x[t+1]) where {pipeline=LoggerPipelineStage("y[$t]")}
σ²[t] ~ GammaShapeRate(3 / 2, γ^2 / 2) where {pipeline=LoggerPipelineStage("σ²[$t]")}
# d[t] := h(y[t], MvNormalMeanCovariance([0.0, 25.0], 1e-2I), 15, 15) where {pipeline=LoggerPipelineStage("d[$t]")}
d[t] := h(y[t], [5.0, 25.0], 15.0, 5.0) where {pipeline=LoggerPipelineStage("d[$t](h)")}
d[t] ~ Halfspace(0, σ²[t], γ) where {pipeline=LoggerPipelineStage("d[$t](Halfspace)")}
end
goals[1] ~ MvNormalMeanCovariance(x[1], 1e-5I)
goals[2] ~ MvNormalMeanCovariance(x[nr_steps+1], 1e-5I)
end
nr_iterations = 20
nr_steps = 20
constraints = @constraints begin
q(d, σ²) = q(d)q(σ²)
end;
metas = @meta begin
h() -> Linearization()
end;
initm = @initialization begin
q(σ²) = repeat([PointMass(1)], nr_steps)
q(u) = repeat([PointMass(0)], nr_steps)
μ(x) = MvNormalMeanCovariance(randn(4), 100I)
end
goals = [
[0, 0, 0, 0],
[0, 0, 50, 0],
]
# A callback that will be called every time before a variational iteration starts
function before_iteration_callback(model, iteration)
println("Start iteration ", iteration)
end
# A callback that will be called every time after a variational iteration finishes
function after_iteration_callback(model, iteration)
println("Iteration ", iteration, " has been finished")
end
# A callback that will be called every time a posterior is updated
function on_marginal_update_callback(model, variable_name, posterior)
println("Latent variable ", variable_name, " has been updated. Posterior is ", posterior)
end
function before_data_update_callback(model::ProbabilisticModel, data)
println("Start updating data: ", data)
end
function after_data_update_callback(model::ProbabilisticModel, data)
println("Finish updating data: ", data)
end
results = infer(
model=single_agent_model(nr_steps=nr_steps, γ=200, ΔT=1),
data=(goals=goals,),
constraints=constraints,
meta=metas,
iterations=nr_iterations,
returnvars=KeepLast(),
initialization=initm,
showprogress=true,
# addons=(AddonMemory(),),
callbacks=(
on_marginal_update=on_marginal_update_callback,
before_iteration=before_iteration_callback,
after_iteration=after_iteration_callback,
before_data_update=before_data_update_callback,
after_data_update=after_data_update_callback
)
)
when nr_steps
is less than 10
, the code runs well. But when it becomes larger, e.g. 20
, the code runs forever without stopping. I try to find the reason from the output (terminated while running) as follows.
output.zip
It seems that the message-passing process went into an endless cycle, which is not expected. I am not familiar with the source code of RxInfer and I really need your help! Is there any way to solve it?
@bartvanerp do you have the capacity to look into this?
Hi @Flawless1202, thanks a lot for the interest! We dove into the code and explored two main issues:
ExponentialFamilyDistributions.jl
we accidentally dropped the support for products of normal distributions with Diagonal covariance matrices. I will file a PR today in the repository to sort this out.@Flawless1202 Thanks for checking on us again, we identified a potential source of the problem. For now, there is a simple workaround for you: It should work just fine if you replace:
initm = @initialization begin
q(σ²) = repeat([PointMass(1)], nr_steps)
q(u) = repeat([PointMass(0)], nr_steps)
μ(x) = MvNormalMeanCovariance(randn(4), 100I)
end
with
initm = @initialization begin
q(σ²) = repeat([PointMass(1)], nr_steps)
q(u) = repeat([PointMass(0)], nr_steps)
μ(y) = MvNormalMeanCovariance(randn(2), 100I)
end
I'm working on a patch that will fix both cases.
@bartvanerp Thanks for your reply and I am really looking forward to your update about this issue. @bvdmitri Thanks a lot! I have tried this solution and it works for me! And I try the model definition in Active Inference Mountain Car as follows and there is no endless cycle:
@model function single_agent_model(A, B, C, mₓ, Vₓ, initial, nr_steps, γ)
x_0 ~ MvNormalMeanCovariance(initial, 1e-5I)
x_t_min = x_0
local u, y, x
for t in 1:nr_steps
u[t] ~ MvNormalMeanCovariance(zeros(2), 1e2I)
x[t] ~ (A * x_t_min + B * u[t])
y[t] ~ (C * x[t])
σ²[t] ~ GammaShapeRate(3 / 2, γ^2 / 2)
d[t] := h(y[t], [5.0, 25.0], 15.0, 5.0)
d[t] ~ Halfspace(0, σ²[t], γ)
x[t] ~ MvNormalMeanCovariance(mₓ[t], Vₓ[t])
x_t_min = x[t]
end
end
in which
mₓ = [zeros(4) for k = 1:nr_steps]
Vₓ = [huge * I(4) for k = 1:nr_steps]
mₓ[end] = goal
Vₓ[end] = tiny * I(4)
Should be fixed in the next release
@bvdmitri @bertdv Thanks for your excellent work! I try to follow the tutorial to migrate
switching_positions.jl
to RxInfer v3.5.0. The code is as follows:Then I got the error:
Could you give me some suggestions to solve the problem? And are there any publications related to this repo ? Thanks a lot!