From c03e432646d4a70d972b5cd859fcd0b53c54ffda Mon Sep 17 00:00:00 2001 From: TT Date: Thu, 17 Oct 2024 10:32:45 +0200 Subject: [PATCH 1/3] updated tests --- .github/workflows/TestLTS.yml | 2 +- .github/workflows/TestLatest.yml | 2 +- examples/jupyter-src/result.gif | Bin 0 -> 4913290 bytes test/solution_gradients.jl | 1 - test/supported_sensitivities.jl | 3 ++- test/time_solution_gradients.jl | 1 - 6 files changed, 4 insertions(+), 5 deletions(-) create mode 100644 examples/jupyter-src/result.gif diff --git a/.github/workflows/TestLTS.yml b/.github/workflows/TestLTS.yml index ffd9d004..1d634c19 100644 --- a/.github/workflows/TestLTS.yml +++ b/.github/workflows/TestLTS.yml @@ -18,7 +18,7 @@ jobs: strategy: fail-fast: false matrix: - julia-version: ['1.6'] + julia-version: ['lts'] julia-arch: [x64] os: [ubuntu-latest, windows-latest] experimental: [false] diff --git a/.github/workflows/TestLatest.yml b/.github/workflows/TestLatest.yml index 53a2bd19..2dbe45a3 100644 --- a/.github/workflows/TestLatest.yml +++ b/.github/workflows/TestLatest.yml @@ -18,7 +18,7 @@ jobs: strategy: fail-fast: false matrix: - julia-version: ['1'] + julia-version: ['latest'] julia-arch: [x64] os: [ubuntu-latest, windows-latest] experimental: [false] diff --git a/examples/jupyter-src/result.gif b/examples/jupyter-src/result.gif new file mode 100644 index 0000000000000000000000000000000000000000..0991c667fce8a369de37b81ce1de2d768ea14e2f GIT binary patch literal 4913290 zcmeEt`CClyAO3Te*{3=!YD#5VwVM{H-pQG1Uyvk&WLl&RBOwWAW|}sYK@^2aAruoK z*`@_WF|vhtk3IX?w=TG?l`n|sQ_55(oFXwvBbv^g%dhYvmzrrKK{QQ$~G8_2; zf&W1ZARPz@)q#nkekh4TBAJj#6G#*Zg+`+>^cZ^9dU_6edK^7{1AToneS=vB22uko z1;bWjMmhu<8HE{{l$ne(9cMPljAg?zH#Z+YYrJKurPXRHt12sNYb&-b+jg?8Ezj1@ z&CWi~-hQjS!&(Q2G6zRTN0%fQmrNH|9k#o=`MA09+&pxc?ZK(xc&_#IEc5j8^78fd zof0<1ug=du)j!~$fPlDwe}euA+7mP_C}>*oG#sDC<>K7cT%Nx_PtFV0VNr1KzTnWX z&`2HXBcqz4qIJlMj){$#&T*f9MP0<02#Dn&V~%2F{*6n?H9h{|J8`jwdcm 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zAdYfH2#u8rK{$W}@dW`;1ey$hj*W=X1%jvGh!oME4p0+hTd}LqpatD2fJc@# z@%`C{8_QPUl31VgxlQ?iBE90^A#ghPp#V5kH` zaD?U|230uck3a@nPzCZb-1i*{mNo`e(41aSh45kO&4B=7nub!U>HrM@x7D5y9BR7` zNo1MKn&1KkPy#;Y#mR_}12-)STu=grSy6AjYsJ<`P%r}skSn231xIKEQ25Jx^@T>5 aY%ET&{#|U(#>Ps>0^j+#&z{GC0029}7+{D1 diff --git a/examples/pluto-src/SciMLUsingFMUs/SciMLUsingFMUs.jl b/examples/pluto-src/SciMLUsingFMUs/SciMLUsingFMUs.jl index c9abffd7..ded8b28c 100644 --- a/examples/pluto-src/SciMLUsingFMUs/SciMLUsingFMUs.jl +++ b/examples/pluto-src/SciMLUsingFMUs/SciMLUsingFMUs.jl @@ -1,24 +1,19 @@ ### A Pluto.jl notebook ### -# v0.19.46 +# v0.20.3 using Markdown using InteractiveUtils # This Pluto notebook uses @bind for interactivity. When running this notebook outside of Pluto, the following 'mock version' of @bind gives bound variables a default value (instead of an error). macro bind(def, element) + #! format: off quote - local iv = try - Base.loaded_modules[Base.PkgId( - Base.UUID("6e696c72-6542-2067-7265-42206c756150"), - "AbstractPlutoDingetjes", - )].Bonds.initial_value - catch - b -> missing - end + local iv = try Base.loaded_modules[Base.PkgId(Base.UUID("6e696c72-6542-2067-7265-42206c756150"), "AbstractPlutoDingetjes")].Bonds.initial_value catch; b -> missing; end local el = $(esc(element)) global $(esc(def)) = Core.applicable(Base.get, el) ? Base.get(el) : iv(el) el end + #! format: on end # ╔═╡ a1ee798d-c57b-4cc3-9e19-fb607f3e1e43 @@ -1941,7 +1936,7 @@ ProgressLogging = "~0.1.4" PLUTO_MANIFEST_TOML_CONTENTS = """ # This file is machine-generated - editing it directly is not advised -julia_version = "1.10.3" +julia_version = "1.10.7" manifest_format = "2.0" project_hash = "79772b37e2cae2421c7159b63f3cbe881b42eaeb" @@ -4744,7 +4739,7 @@ version = "0.15.1+0" [[deps.libblastrampoline_jll]] deps = ["Artifacts", "Libdl"] uuid = "8e850b90-86db-534c-a0d3-1478176c7d93" -version = "5.8.0+1" +version = "5.11.0+0" [[deps.libevdev_jll]] deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"] diff --git a/src/layers.jl b/src/layers.jl index 6982c4be..382779e4 100644 --- a/src/layers.jl +++ b/src/layers.jl @@ -142,30 +142,39 @@ Flux.@functor SimultaniousZeroCrossing (m,) ### SHIFTSCALE ### """ -ToDo. + + ToDo. + +Shifts and scales input data to a given distribution """ -struct ShiftScale{T} +struct ShiftScale{T, A} shift::AbstractArray{T} scale::AbstractArray{T} + activation::A - function ShiftScale{T}(shift::AbstractArray{T}, scale::AbstractArray{T}) where {T} - inst = new(shift, scale) + function ShiftScale{T, A}(shift::AbstractArray{T}, scale::AbstractArray{T}, activation::A=Flux.identity) where {T, A} + inst = new(shift, scale, activation) return inst end - function ShiftScale(shift::AbstractArray{T}, scale::AbstractArray{T}) where {T} - return ShiftScale{T}(shift, scale) + function ShiftScale(shift::AbstractArray{T}, scale::AbstractArray{T}, activation::A=Flux.identity) where {T, A} + return ShiftScale{T, A}(shift, scale, activation) end # initialize for data array function ShiftScale( - data::AbstractArray{<:AbstractArray{T}}; - range::Union{Symbol,UnitRange{<:Integer}} = -1:1, - ) where {T} + data::AbstractArray{<:AbstractArray{T}}, + activation::A=Flux.identity; + range::Union{Symbol,UnitRange{<:Integer}} = :Normalize, + ) where {T, A} shift = -mean.(data) scale = nothing - if range == :NormalDistribution + if range == :Normalize + range = 0:1 + end + + if range == :Standardize # NormalDistribution scale = 1.0 ./ std.(data) elseif isa(range, UnitRange{<:Integer}) scale = @@ -173,17 +182,17 @@ struct ShiftScale{T} (collect(max(d...) for d in data) - collect(min(d...) for d in data)) .* (range[end] - range[1]) else - @assert false "Unsupported scaleMode, supported is `:NormalDistribution` or `UnitRange{<:Integer}`" + @assert false "Unsupported range `$(range)`, supported is `:Standardize`, `:Normalize` or `UnitRange{<:Integer}`" end - return ShiftScale{T}(shift, scale) + return ShiftScale{T, A}(shift, scale, activation) end end export ShiftScale function (l::ShiftScale)(x) - x_proc = (x .+ l.shift) .* l.scale + x_proc = l.activation((x .+ l.shift) .* l.scale) return x_proc end @@ -209,14 +218,14 @@ struct ScaleShift{T} end # init ScaleShift with inverse transformation of a given ShiftScale - function ScaleShift(l::ShiftScale{T}; indices = 1:length(l.scale)) where {T} + function ScaleShift(l::ShiftScale{T, A}; indices = 1:length(l.scale)) where {T, A} return ScaleShift{T}(1.0 ./ l.scale[indices], -1.0 .* l.shift[indices]) end function ScaleShift(data::AbstractArray{<:AbstractArray{T}}) where {T} shift = mean.(data) scale = std.(data) - return ShiftScale{T}(scale, shift) + return ShiftScale(scale, shift) end end export ScaleShift diff --git a/test/layers.jl b/test/layers.jl index 5b5c11dc..36e86093 100644 --- a/test/layers.jl +++ b/test/layers.jl @@ -16,7 +16,7 @@ s = ShiftScale(shift, scale) @test s(input) == [6.0, 16.0, 24.0] s = ShiftScale(inputArray) -@test s(input) == [2.5, -0.8, -1.0] +@test s(input) == [1.25, -0.4, -0.5] s = ShiftScale(inputArray; range = -1:1) for i = 1:length(inputArray) @@ -32,7 +32,7 @@ for i = 1:length(inputArray) @test min(res...) >= -2 end -s = ShiftScale(inputArray; range = :NormalDistribution) +s = ShiftScale(inputArray; range = :Normalize) # ToDo: Test for :NormalDistribution # ScaleShift

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a/test/supported_sensitivities.jl +++ b/test/supported_sensitivities.jl @@ -4,7 +4,7 @@ # using Flux -using DifferentialEquations +using DifferentialEquations, Sundials import Random Random.seed!(5678); @@ -58,6 +58,7 @@ for fmu in fmus @info "##### CHECKING FMU WITH $(fmu.modelDescription.numberOfEventIndicators) SIMULTANEOUS EVENT INDICATOR(S) #####" solvers = [ Tsit5(), + CVODE_BDF(), Rosenbrock23(autodiff = false), Rodas5(autodiff = false), FBDF(autodiff = false), diff --git a/test/time_solution_gradients.jl b/test/time_solution_gradients.jl index afd65393..402b1688 100644 --- a/test/time_solution_gradients.jl +++ b/test/time_solution_gradients.jl @@ -231,7 +231,6 @@ fmu_params = Dict( "mass_m" => MASS, "mass_s_min" => DBL_MIN, ) -fmu.executionConfig.isolatedStateDependency = true net = Chain(#Dense(W1, b1, identity), x -> fmu(; x = x, dx_refs = :all), From 26a5994b19f5df02d49c68aa1409328fa100c22c Mon Sep 17 00:00:00 2001 From: TT Date: Thu, 17 Oct 2024 10:35:20 +0200 Subject: [PATCH 2/3] updated version identifiers --- .github/workflows/TestLTS.yml | 2 +- .github/workflows/TestLatest.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/TestLTS.yml b/.github/workflows/TestLTS.yml index 1d634c19..2e1c8e6a 100644 --- a/.github/workflows/TestLTS.yml +++ b/.github/workflows/TestLTS.yml @@ -1,4 +1,4 @@ -name: Test v1.6 (LTS) +name: Test v1.10 (LTS) on: workflow_dispatch: diff --git a/.github/workflows/TestLatest.yml b/.github/workflows/TestLatest.yml index 2dbe45a3..53a2bd19 100644 --- a/.github/workflows/TestLatest.yml +++ b/.github/workflows/TestLatest.yml @@ -18,7 +18,7 @@ jobs: strategy: fail-fast: false matrix: - julia-version: ['latest'] + julia-version: ['1'] julia-arch: [x64] os: [ubuntu-latest, windows-latest] experimental: [false] From 03dd11e04d239f95be37209f4e4955782940dde8 Mon Sep 17 00:00:00 2001 From: TT Date: Tue, 17 Dec 2024 10:05:59 +0100 Subject: [PATCH 3/3] pluto notebook check --- 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