From ec21669f081acd00dfe4ee7dfa26b9676bb5dab9 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Fri, 22 Aug 2025 13:59:25 +0200 Subject: [PATCH 1/9] include prior and floss_penalty in summed loss and try avoiding repeat in MatrixModel --- Project.toml | 2 + dev/doubleMM.jl | 14 +- docs/make.jl | 2 +- docs/src/tutorials/basic_cpu.qmd | 8 +- ext/HybridVariationalInferenceCUDAExt.jl | 7 + src/AbstractHybridProblem.jl | 3 +- src/DoubleMM/f_doubleMM.jl | 33 +++-- src/HybridSolver.jl | 26 ++-- src/HybridVariationalInference.jl | 8 +- src/PBMApplicator.jl | 29 ++-- src/elbo.jl | 169 +++++++++++------------ src/gf.jl | 41 ++++-- src/util.jl | 35 +++++ src/util_gpu.jl | 20 +++ test/runtests.jl | 4 + test/test_HybridProblem.jl | 21 +-- test/test_doubleMM.jl | 36 +++-- test/test_elbo.jl | 26 ++-- test/test_sample_zeta.jl | 2 +- test/test_util.jl | 46 ++++++ test/test_util_gpu.jl | 17 +++ 21 files changed, 371 insertions(+), 178 deletions(-) create mode 100644 src/util.jl create mode 100644 src/util_gpu.jl create mode 100644 test/test_util.jl create mode 100644 test/test_util_gpu.jl diff --git a/Project.toml b/Project.toml index 392eb9d..fa39091 100644 --- a/Project.toml +++ b/Project.toml @@ -17,6 +17,7 @@ GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40" MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" +Missings = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28" Optimization = "7f7a1694-90dd-40f0-9382-eb1efda571ba" Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3" @@ -54,6 +55,7 @@ LinearAlgebra = "1.10" Lux = "1.4.2" MLDataDevices = "1.5, 1.6" MLUtils = "0.4.5" +Missings = "1.2.0" Optimization = "3.19.3, 4" Random = "1.10.0" SimpleChains = "0.4" diff --git a/dev/doubleMM.jl b/dev/doubleMM.jl index b7849d3..3f1a813 100644 --- a/dev/doubleMM.jl +++ b/dev/doubleMM.jl @@ -32,7 +32,7 @@ cdev = gdev isa MLDataDevices.AbstractGPUDevice ? cpu_device() : identity #------ setup synthetic data and training data loader prob0_ = HybridProblem(DoubleMM.DoubleMMCase(); scenario); -(; xM, θP_true, θMs_true, xP, y_global_true, y_true, y_global_o, y_o, y_unc +(; xM, θP_true, θMs_true, xP, y_true, y_o, y_unc ) = gen_hybridproblem_synthetic(rng, DoubleMM.DoubleMMCase(); scenario); n_site, n_batch = get_hybridproblem_n_site_and_batch(prob0_; scenario) ζP_true, ζMs_true = log.(θP_true), log.(θMs_true) @@ -59,7 +59,7 @@ n_epoch = 80 maxiters = n_batches_in_epoch * n_epoch); # update the problem with optimized parameters prob0o = prob1o =probo; -y_pred_global, y_pred, θMs = gf(prob0o; scenario, is_inferred=Val(true)); + y_pred, θMs = gf(prob0o; scenario, is_inferred=Val(true)); # @descend_code_warntype gf(prob0o; scenario) #@usingany UnicodePlots plt = scatterplot(θMs_true'[:, 1], θMs[:, 1]); @@ -77,7 +77,7 @@ histogram(vec(y_pred) - vec(y_true)) # predictions centered around y_o (or y_tru (; ϕ, resopt) = solve(prob0o, solver1; scenario, rng, callback = callback_loss(20), maxiters = 400) prob1o = HybridProblem(prob0o; ϕg = cpu_ca(ϕ).ϕg, θP = cpu_ca(ϕ).θP) - y_pred_global, y_pred, θMs = gf(prob1o, xM, xP; scenario) + y_pred, θMs = gf(prob1o, xM, xP; scenario) scatterplot(θMs_true[1, :], θMs[1, :]) scatterplot(θMs_true[2, :], θMs[2, :]) prob1o.θP @@ -91,7 +91,7 @@ end (; ϕ, resopt) = solve(prob2, solver1; scenario, rng, callback = callback_loss(20), maxiters = 600) prob2o = HybridProblem(prob2; ϕg = collect(ϕ.ϕg), θP = ϕ.θP) - y_pred_global, y_pred, θMs = gf(prob2o, xM, xP) + y_pred, θMs = gf(prob2o, xM, xP) prob2o.θP end @@ -127,7 +127,7 @@ end (; ϕ, resopt) = solve(prob3, solver1; scenario, rng, callback = callback_loss(50), maxiters = 600) prob3o = HybridProblem(prob3; ϕg = cpu_ca(ϕ).ϕg, θP = cpu_ca(ϕ).θP) - y_pred_global, y_pred, θMs = gf(prob3o, xM, xP; scenario) + y_pred, θMs = gf(prob3o, xM, xP; scenario) scatterplot(θMs_true[2, :], θMs[2, :]) prob3o.θP scatterplot(vec(y_true), vec(y_pred)) @@ -173,7 +173,7 @@ solver_post = HybridPosteriorSolver(; alg = OptimizationOptimisers.Adam(0.01), n (y1, θsP1, θsMs1) = (y, θsP, θsMs); () -> begin # prediction with fitted parameters (should be smaller than mean) - y_pred_global, y_pred2, θMs = gf(prob1o, xM, xP; scenario) + y_pred2, θMs = gf(prob1o, xM, xP; scenario) scatterplot(θMs_true[1, :], θMs[1, :]) scatterplot(θMs_true[2, :], θMs[2, :]) hcat(θP_true, θP) # all parameters overestimated @@ -366,7 +366,7 @@ end # ζMs = invt.transM.(θMs_i) # _f = get_hybridproblem_PBmodel(probo; scenario) # y_site = map(eachcol(θPs), θMs_i) do θP, θM - # y_global, y = _f(θP, reshape(θM, (length(θM), 1)), xP[[i_site]]) + # y = _f(θP, reshape(θM, (length(θM), 1)), xP[[i_site]]) # y[:,1] # end |> stack nLs = get_hybridproblem_neg_logden_obs( diff --git a/docs/make.jl b/docs/make.jl index a2198bb..93bf49c 100644 --- a/docs/make.jl +++ b/docs/make.jl @@ -23,9 +23,9 @@ makedocs(; #"Test quarto markdown" => "tutorials/test1.md", ], "How to" => [ + ".. use GPU" => "tutorials/lux_gpu.md", ".. model independent parameters" => "tutorials/blocks_corr.md", ".. model site-global corr" => "tutorials/corr_site_global.md", - ".. use GPU" => "tutorials/lux_gpu.md", ], "Explanation" => [ #"Theory" => "explanation/theory_hvi.md", TODO activate when paper is published diff --git a/docs/src/tutorials/basic_cpu.qmd b/docs/src/tutorials/basic_cpu.qmd index 89a77ce..37d8449 100644 --- a/docs/src/tutorials/basic_cpu.qmd +++ b/docs/src/tutorials/basic_cpu.qmd @@ -109,14 +109,14 @@ HVI is an approximate bayesian analysis and combines prior information on the parameters with the model and observed data. Here, we provide a wide prior by fitting a Lognormal distributions to -- the mean corresponding to the initial value provided above -- the 0.95-quantile 3 times the mean +- the mode corresponding to the initial value provided above +- the 0.95-quantile 3 times the mode using the `DistributionFits.jl` package. ```{julia} θall = vcat(θP, θM) priors_dict = Dict{Symbol, Distribution}( - keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95))) + keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95), Val(:mode))) ``` ## Observations, model drivers and covariates @@ -138,7 +138,7 @@ rng = StableRNG(111) #| echo: false #| eval: false () -> begin - (; xM, θP_true, θMs_true, xP, y_global_true, y_true, y_global_o, y_o, y_unc) = + (; xM, θP_true, θMs_true, xP, y_true, y_o, y_unc) = gen_hybridproblem_synthetic(rng, DoubleMM.DoubleMMCase(); scenario=Val((:omit_r0,))) end ``` diff --git a/ext/HybridVariationalInferenceCUDAExt.jl b/ext/HybridVariationalInferenceCUDAExt.jl index aa1e2f2..180944c 100644 --- a/ext/HybridVariationalInferenceCUDAExt.jl +++ b/ext/HybridVariationalInferenceCUDAExt.jl @@ -2,6 +2,7 @@ module HybridVariationalInferenceCUDAExt using HybridVariationalInference, CUDA using HybridVariationalInference: HybridVariationalInference as HVI +using ComponentArrays: ComponentArrays as CA using ChainRulesCore # here, really CUDA-specific implementation, in case need to code other GPU devices @@ -84,6 +85,12 @@ function HVI._create_randn(rng, v::CUDA.CuVector{T,M}, dims...) where {T,M} res::CUDA.CuArray{T, length(dims),M} end +function HVI.ones_similar_x(x::CuArray, size_ret = size(x)) + # call CUDA.ones rather than ones for x::CuArray + ChainRulesCore.@ignore_derivatives CUDA.ones(eltype(x), size_ret) +end + + diff --git a/src/AbstractHybridProblem.jl b/src/AbstractHybridProblem.jl index 798ed57..ad0404a 100644 --- a/src/AbstractHybridProblem.jl +++ b/src/AbstractHybridProblem.jl @@ -141,9 +141,8 @@ Setup synthetic data, a NamedTuple of - θP_true: vector global process-model parameters - θMs_true: matrix of site-varying process-model parameters, with - xP: Vector of process-model drivers, with an entry per site -- y_global_true: vector of global observations - y_true: matrix of site-specific observations with one column per site -- y_global_o, y_o: observations with added noise +- y_o: observations with added noise """ function gen_hybridproblem_synthetic end diff --git a/src/DoubleMM/f_doubleMM.jl b/src/DoubleMM/f_doubleMM.jl index 2d8afbb..7c8928a 100644 --- a/src/DoubleMM/f_doubleMM.jl +++ b/src/DoubleMM/f_doubleMM.jl @@ -77,20 +77,23 @@ Returns a matrix `(n_obs x n_site)` of predictions. ```julia function f_doubleMM_sites(θc::ComponentMatrix, xPc::ComponentMatrix) # extract several covariates from xP - ST = typeof(getdata(xPc)[1:1,:]) # workaround for non-type-stable Symbol-indexing - S1 = (getdata(xPc[:S1,:])::ST) - S2 = (getdata(xPc[:S2,:])::ST) + ST = typeof(CA.getdata(xPc)[1:1,:]) # workaround for non-type-stable Symbol-indexing + S1 = (CA.getdata(xPc[:S1,:])::ST) + S2 = (CA.getdata(xPc[:S2,:])::ST) # # extract the parameters as vectors that are row-repeated into a matrix + VT = typeof(CA.getdata(θc)[:,1]) # workaround for non-type-stable Symbol-indexing n_obs = size(S1, 1) - VT = typeof(getdata(θc)[:,1]) # workaround for non-type-stable Symbol-indexing + rep_fac = ones_similar_x(xPc, n_obs) # to reshape into matrix, avoiding repeat (r0, r1, K1, K2) = map((:r0, :r1, :K1, :K2)) do par - p1 = getdata(θc[:, par]) ::VT - repeat(p1', n_obs) # matrix: same for each concentration row in S1 + p1 = CA.getdata(θc[:, par]) ::VT + #(r0 .* rep_fac)' # move to computation below to save allocation + #repeat(p1', n_obs) # matrix: same for each concentration row in S1 end # # each variable is a matrix (n_obs x n_site) - r0 .+ r1 .* S1 ./ (K1 .+ S1) .* S2 ./ (K2 .+ S2) + #r0 .+ r1 .* S1 ./ (K1 .+ S1) .* S2 ./ (K2 .+ S2) + (r0 .* rep_fac)' .+ (r1 .* rep_fac)' .* S1 ./ ((K1 .* rep_fac)' .+ S1) .* S2 ./ ((K2 .* rep_fac)' .+ S2) end ``` """ @@ -101,15 +104,18 @@ function f_doubleMM_sites(θc::CA.ComponentMatrix, xPc::CA.ComponentMatrix) S2 = (CA.getdata(xPc[:S2,:])::ST) # # extract the parameters as vectors that are row-repeated into a matrix - n_obs = size(S1, 1) VT = typeof(CA.getdata(θc)[:,1]) # workaround for non-type-stable Symbol-indexing + n_obs = size(S1, 1) + rep_fac = HVI.ones_similar_x(xPc, n_obs) # to reshape into matrix, avoiding repeat (r0, r1, K1, K2) = map((:r0, :r1, :K1, :K2)) do par p1 = CA.getdata(θc[:, par]) ::VT - repeat(p1', n_obs) # matrix: same for each concentration row in S1 + #repeat(p1', n_obs) # matrix: same for each concentration row in S1 + #(rep_fac .* p1') # move to computation below to save allocation end # # each variable is a matrix (n_obs x n_site) - r0 .+ r1 .* S1 ./ (K1 .+ S1) .* S2 ./ (K2 .+ S2) + #r0 .+ r1 .* S1 ./ (K1 .+ S1) .* S2 ./ (K2 .+ S2) + (rep_fac .* r0') .+ (rep_fac .* r1') .* S1 ./ ((rep_fac .* K1') .+ S1) .* S2 ./ ((rep_fac .* K2') .+ S2) end # function f_doubleMM_sites(θc::CA.ComponentMatrix, xPc::CA.ComponentMatrix) @@ -204,7 +210,7 @@ end # end function HVI.get_hybridproblem_priors(::DoubleMMCase; scenario::Val{scen}) where {scen} - Dict(keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95))) + Dict(keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95), Val(:mode))) end function HVI.get_hybridproblem_MLapplicator( @@ -371,21 +377,18 @@ function HVI.gen_hybridproblem_synthetic(rng::AbstractRNG, prob::DoubleMMCase; xP = int_xP_sites(vcat(repeat(xP_S1, 1, n_site), repeat(xP_S2, 1, n_site))) #xP[:S1,:] θP = par_templates.θP - y_global_true, y_true = f(θP, θMs_true', xP) + y_true = f(θP, θMs_true', xP) σ_o = FloatType(0.01) #σ_o = FloatType(0.002) logσ2_o = FloatType(2) .* log.(σ_o) #σ_o = 0.002 - y_global_o = y_global_true .+ randn(rng, FloatType, size(y_global_true)) .* σ_o y_o = y_true .+ randn(rng, FloatType, size(y_true)) .* σ_o (; xM, θP_true = θP, θMs_true, xP, - y_global_true, y_true, - y_global_o, y_o, y_unc = fill(logσ2_o, size(y_o)) ) diff --git a/src/HybridSolver.jl b/src/HybridSolver.jl index 88a8aed..87cbaf6 100644 --- a/src/HybridSolver.jl +++ b/src/HybridSolver.jl @@ -32,12 +32,14 @@ function CommonSolve.solve(prob::AbstractHybridProblem, solver::HybridPointSolve train_loader_dev = train_loader end f = get_hybridproblem_PBmodel(prob; scenario, use_all_sites=false) - y_global_o = FT[] # TODO pbm_covars = get_hybridproblem_pbmpar_covars(prob; scenario) n_site, n_batch = get_hybridproblem_n_site_and_batch(prob; scenario) + priors = get_hybridproblem_priors(prob; scenario) + priorsP = [priors[k] for k in keys(par_templates.θP)] + priorsM = [priors[k] for k in keys(par_templates.θM)] #intP = ComponentArrayInterpreter(par_templates.θP) - loss_gf = get_loss_gf(g_dev, transM, transP, f, y_global_o, intϕ; - cdev=infer_cdev(gdevs), pbm_covars, n_site_batch=n_batch) + loss_gf = get_loss_gf(g_dev, transM, transP, f, intϕ; + cdev=infer_cdev(gdevs), pbm_covars, n_site_batch=n_batch, priorsP, priorsM,) # call loss function once l1 = is_infer ? Test.@inferred(loss_gf(ϕ0_dev, first(train_loader_dev)...))[1] : @@ -122,6 +124,9 @@ function CommonSolve.solve(prob::AbstractHybridProblem, solver::HybridPosteriorS int_unc = interpreters.unc int_μP_ϕg_unc = interpreters.μP_ϕg_unc transMs = StackedArray(transM, n_batch) + priors = get_hybridproblem_priors(prob; scenario) + priorsP = [priors[k] for k in keys(par_templates.θP)] + priorsM = [priors[k] for k in keys(par_templates.θM)] # train_loader = get_hybridproblem_train_dataloader(prob; scenario) if gdevs.gdev_M isa MLDataDevices.AbstractGPUDevice @@ -145,12 +150,11 @@ function CommonSolve.solve(prob::AbstractHybridProblem, solver::HybridPosteriorS priors_θP_mean, priors_θMs_mean = construct_priors_θ_mean( prob, ϕ0_dev.ϕg, keys(θM), θP, θmean_quant, g_dev, transM, transP; scenario, get_ca_int_PMs, gdevs, pbm_covars) - y_global_o = Float32[] # TODO loss_elbo = get_loss_elbo( - g_dev, transP, transMs, f_dev, py, y_global_o; + g_dev, transP, transMs, f_dev, py; solver.n_MC, solver.n_MC_cap, cor_ends, priors_θP_mean, priors_θMs_mean, - cdev=infer_cdev(gdevs), pbm_covars, θP, int_unc, int_μP_ϕg_unc) + cdev=infer_cdev(gdevs), pbm_covars, θP, int_unc, int_μP_ϕg_unc, priorsP, priorsM,) # test loss function once # tmp = first(train_loader_dev) # using ShareAdd @@ -193,26 +197,30 @@ The loss function takes in addition to ϕ, data that changes with minibatch - `xP`: drivers for the processmodel: Iterator of size n_site - `y_o`, `y_unc`: matrix of observations and uncertainties, sites in columns """ -function get_loss_elbo(g, transP, transMs, f, py, y_o_global; +function get_loss_elbo(g, transP, transMs, f, py; n_MC, n_MC_mean = max(n_MC,20), n_MC_cap=n_MC, cor_ends, priors_θP_mean, priors_θMs_mean, cdev, pbm_covars, θP, int_unc, int_μP_ϕg_unc, + priorsP, priorsM, floss_penalty = zero_penalty_loss, ) - let g = g, transP = transP, transMs = transMs, f = f, py = py, y_o_global = y_o_global, + let g = g, transP = transP, transMs = transMs, f = f, py = py, n_MC = n_MC, n_MC_cap = n_MC_cap, n_MC_mean = n_MC_mean, cor_ends = cor_ends, int_unc = get_concrete(int_unc), int_μP_ϕg_unc = get_concrete(int_μP_ϕg_unc), priors_θP_mean = priors_θP_mean, priors_θMs_mean = priors_θMs_mean, cdev = cdev, pbm_covar_indices = get_pbm_covar_indices(θP, pbm_covars), trans_mP=StackedArray(transP, n_MC_mean), - trans_mMs=StackedArray(transMs.stacked, n_MC_mean) + trans_mMs=StackedArray(transMs.stacked, n_MC_mean), + priorsP=priorsP, priorsM=priorsM, floss_penalty=floss_penalty function loss_elbo(ϕ, rng, xM, xP, y_o, y_unc, i_sites) + #ϕc = int_μP_ϕg_unc(ϕ) neg_elbo_gtf( rng, ϕ, g, f, py, xM, xP, y_o, y_unc, i_sites; int_unc, int_μP_ϕg_unc, n_MC, n_MC_cap, n_MC_mean, cor_ends, priors_θP_mean, priors_θMs_mean, cdev, pbm_covar_indices, transP, transMs, trans_mP, trans_mMs, + priorsP, priorsM, floss_penalty, #ϕg = ϕc.ϕg, ϕunc = ϕc.unc, ) end end diff --git a/src/HybridVariationalInference.jl b/src/HybridVariationalInference.jl index b982db5..17d1a7c 100644 --- a/src/HybridVariationalInference.jl +++ b/src/HybridVariationalInference.jl @@ -20,9 +20,12 @@ using Distributions, DistributionFits using StaticArrays: StaticArrays as SA using Functors using Test: Test # @inferred +using Missings export DoubleMM +include("util.jl") + export extend_stacked_nrow, StackedArray #public Exp #julia 1.10 public: https://github.com/JuliaLang/julia/pull/55097 @@ -41,6 +44,7 @@ export NullModelApplicator, MagnitudeModelApplicator, NormalScalingModelApplicat include("ModelApplicator.jl") export AbstractPBMApplicator, NullPBMApplicator, PBMSiteApplicator, PBMPopulationApplicator +export DirectPBMApplicator include("PBMApplicator.jl") # export AbstractGPUDataHandler, NullGPUDataHandler, get_default_GPUHandler @@ -87,13 +91,15 @@ include("util_opt.jl") export cpu_ca, apply_preserve_axes include("util_ca.jl") +include("util_gpu.jl") + export neg_logden_indep_normal, entropy_MvNormal include("logden_normal.jl") export get_ca_starts, get_ca_ends, get_cor_count include("cholesky.jl") -export neg_elbo_gtf, sample_posterior, predict_hvi +export neg_elbo_gtf, sample_posterior, predict_hvi, zero_penalty_loss include("elbo.jl") export init_hybrid_params, init_hybrid_ϕunc diff --git a/src/PBMApplicator.jl b/src/PBMApplicator.jl index 59abeb5..1988483 100644 --- a/src/PBMApplicator.jl +++ b/src/PBMApplicator.jl @@ -18,7 +18,7 @@ Provided are implementations - `PBMSiteApplicator`: based on a function that computes predictions per site - `PBMPopulationApplicator`: based on a function that computes predictions for entire population - `NullPBMApplicator`: returning its input `θMs` for testing -- `PlainPBMApplicator`: based on a function that takes the same arguments as `apply_model` +- `DirectPBMApplicator`: based on a function that takes the same arguments as `apply_model` """ abstract type AbstractPBMApplicator end @@ -43,8 +43,7 @@ function apply_model(app::AbstractPBMApplicator, θsP::AbstractMatrix, θsMs::Ab # stack does not work on GPU, see specialized method for GPUArrays below y_pred = stack( map(eachcol(CA.getdata(θsP)), eachslice(CA.getdata(θsMs), dims=3)) do θP, θMs - y_global, y_pred_i = app(θP, θMs, xP) - y_pred_i + app(θP, θMs, xP) end) end function apply_model(app::AbstractPBMApplicator, θsP::GPUArraysCore.AbstractGPUMatrix, θsMs::GPUArraysCore.AbstractGPUArray{ET,3}, xP) where ET @@ -55,8 +54,7 @@ function apply_model(app::AbstractPBMApplicator, θsP::GPUArraysCore.AbstractGPU y1 = apply_model(app, P1, Ms1, xP)[2] y1a = reshape(y1, size(y1)..., 1) # add one dimension y_pred = mapreduce((a,b) -> cat(a,b; dims=3), Pit, Msit; init=y1a) do θP, θMs - y_global, y_pred_i = app(θP, θMs, xP) - y_pred_i + y_pred_i = app(θP, θMs, xP) end end @@ -74,6 +72,21 @@ function apply_model(app::NullPBMApplicator, θP::AbstractVector, θMs::Abstract return CA.getdata(θMs) end +""" + DirectPBMApplicator() + +Process-based-Model applicator that invokes directly given +function `f(θP::AbstractVector, θMs::AbstractMatrix, xP)`. +""" +struct DirectPBMApplicator{F} <: AbstractPBMApplicator + f::F +end + +function apply_model(app::DirectPBMApplicator, θP::AbstractVector, θMs::AbstractMatrix, xP) + return app.f(θP, θMs, xP) +end + + struct PBMSiteApplicator{F, IT, IXT, VFT} <: AbstractPBMApplicator fθ::F @@ -149,8 +162,7 @@ function apply_model(app::PBMSiteApplicator, θP::AbstractVector, θMs::Abstract #obs_vecs = (apply_PBMsite(θMs1, xP1) for (θMs1, xP1) in zip(eachrow(θMs), eachcol(xP))) #pred_sites = stack(obs_vecs; dims = 1) #pred_sites = stack(obs_vecs) # does not work with Zygote - local pred_global = eltype(pred_sites)[] # TODO remove - return pred_global, pred_sites + return pred_sites end struct PBMPopulationApplicator{MFT, IPT, IT, IXT, F} <: AbstractPBMApplicator @@ -219,7 +231,6 @@ function apply_model(app::PBMPopulationApplicator, θP::AbstractVector, θMs::Ab local θc = app.intθ(CA.getdata(θ)) local xPc = app.int_xP(CA.getdata(xP)) local pred_sites = app.fθpop(θc, xPc) - local pred_global = eltype(pred_sites)[] # TODO remove - return pred_global, pred_sites + return pred_sites end diff --git a/src/elbo.jl b/src/elbo.jl index 2c26470..c9d9859 100644 --- a/src/elbo.jl +++ b/src/elbo.jl @@ -28,8 +28,11 @@ expected value of the likelihood of observations. using the mechanistic model f. """ function neg_elbo_gtf(args...; kwargs...) - nLy, entropy_ζ, nLmean_θ = neg_elbo_gtf_components(args...; kwargs...) - nLy - entropy_ζ + nLmean_θ + # TODO prior and penalty loss + (;nLjoint, entropy_ζ, loss_penalty, + nLy, neg_log_prior, neg_log_jac, + nLmean_θ) = neg_elbo_gtf_components(args...; kwargs...) + nLjoint - entropy_ζ + loss_penalty + nLmean_θ end function neg_elbo_gtf_components(rng, ϕ::AbstractVector{FT}, g, f, py, @@ -46,6 +49,8 @@ function neg_elbo_gtf_components(rng, ϕ::AbstractVector{FT}, g, f, py, transP, transMs, trans_mP =StackedArray(transP, n_MC), # provide with creating cost function trans_mMs =StackedArray(transMs.stacked, n_MC), + priorsP, priorsM, + floss_penalty = zero_penalty_loss, ) where {FT} n_MCr = isempty(priors_θP_mean) ? n_MC : max(n_MC, n_MC_mean) ζsP, ζsMs, σ = generate_ζ(rng, g, ϕ, xM; n_MC=n_MCr, cor_ends, pbm_covar_indices, @@ -54,14 +59,16 @@ function neg_elbo_gtf_components(rng, ϕ::AbstractVector{FT}, g, f, py, ζsMs_cpu = cdev(ζsMs) # fetch to CPU, because for <1000 sites (n_batch) this is faster # # maybe: translate ζ once and supply to both neg_elbo and negloglik_meanθ - nLy, entropy_ζ = neg_elbo_ζtf( + ϕc = int_μP_ϕg_unc(ϕ) + loss_comps = neg_elbo_ζtf( ζsP_cpu[:,1:n_MC], ζsMs_cpu[:,:,1:n_MC], σ, f, py, xP, y_ob, y_unc; - n_MC_cap, transP, transMs, ) + n_MC_cap, transP, transMs, priorsP, priorsM, + floss_penalty, ϕg = ϕc.ϕg, ϕunc = ϕc.unc,) # # maybe: provide trans_mP and trans_mMs with creating cost function nLmean_θ = _compute_negloglik_meanθ(ζsP_cpu, ζsMs_cpu; - trans_mP, trans_mMs, priors_θP_mean, priors_θMs_mean, i_sites) - nLy, entropy_ζ, nLmean_θ + trans_mP, trans_mMs, priors_θP_mean, priors_θMs_mean, i_sites, ) + (;loss_comps..., nLmean_θ) end function _compute_negloglik_meanθ(ζsP::AbstractMatrix{FT}, ζsMs; @@ -83,34 +90,60 @@ end Compute the neg_elbo for each sampled parameter vector (last dimension of ζs). - Transform and compute log-jac - call forward model -- compute log-density of predictions +- compute log-density of joint density of predictions and unconstrained parameters, `nLjoint` + and its components + - `nLy`: The likelihood of the data, given the parameters + - `neg_log_prior`: the prior of parameters at constrained scale + - `logjac`, negative logarithm of the absolute value of the determinant of the Jacobian of + the transformation `θ=T(ζ)`. +- `loss_penalty`: additional loss terms from floss_penalty - compute entropy of transformation """ function neg_elbo_ζtf(ζsP, ζsMs, σ, f, py, xP, y_ob, y_unc; n_MC_cap=size(ζsP,2), transP, - transMs=StackedArray(transM, size(ζsMs, 2)) + transMs=StackedArray(transM, size(ζsMs, 2)), + priorsP, priorsM, + floss_penalty, ϕg, ϕunc, ) n_MC = size(ζsP,2) - nLys = map(eachcol(ζsP), eachslice(ζsMs; dims=3)) do ζP, ζMs - θP, θMs, logjac = transform_and_logjac_ζ(ζP, ζMs; transP, transMs) - y_pred_global, y_pred_i = f(θP, θMs, xP) - # TODO nLogDen prior on \theta - #nLy1 = neg_logden_indep_normal(y_ob, y_pred_i, y_unc) - # Main.@infiltrate_main - # Test.@inferred( f(θP, θMs, xP) ) - # using ShareAdd - # @usingany Cthulhu - # @descend_code_warntype f(θP, θMs, xP) - nLy1 = py(y_ob, y_pred_i, y_unc) - nLy1 - logjac - end + cdev = cpu_device() #TODO avoid the cdev + f_sample = (ζP, ζMs) -> begin + θP, θMs, logjac_i = transform_and_logjac_ζ(ζP, ζMs; transP, transMs) + logpdf_t = (prior, θ) -> logpdf(prior, θ)::eltype(θP) + logpdf_tv = (prior, θ::AbstractVector) -> begin + map(Base.Fix1(logpdf, prior), θ)::Vector{eltype(θMs)} + end + #TODO avoid the cdev, but compute prior on GPU because transfer takes very long + neg_log_prior_i = -sum(logpdf_t.(priorsP, cdev(θP))) - sum(map( + (priorMi, θMi) -> sum(logpdf_tv(priorMi, θMi)), priorsM, eachcol(cdev(θMs)))) + y_pred_i = f(θP, θMs, xP) + #nLy1 = neg_logden_indep_normal(y_ob, y_pred_i, y_unc) + # Main.@infiltrate_main + # Test.@inferred( f(θP, θMs, xP) ) + # using ShareAdd + # @usingany Cthulhu + # @descend_code_warntype f(θP, θMs, xP) + nLy_i = py(y_ob, y_pred_i, y_unc) + loss_penalty_i = convert(eltype(ζMs),floss_penalty(y_pred_i, θMs, θP, ϕg, ϕunc)) + # make sure names to not match outer, otherwise Box type instability + (nLy_i, neg_log_prior_i, -logjac_i, loss_penalty_i) + #(nLy_i, 0.0, 0.0, 0.0) + end + # only Vector inferred, need to provide type hint + # make that all components use the same Float type + map_res = map(f_sample, eachcol(ζsP), eachslice(ζsMs; dims=3))::Vector{NTuple{4,eltype(ζsP)}} + nLys, neg_log_priors, neglogjacs, loss_penaltys = vectuptotupvec(map_res) # For robustness may compute the expectation only on the n_smallest values # because its very sensitive to few large outliers #nLys_smallest = nsmallest(n_MC_cap, nLys) # does not work with Zygote if n_MC_cap == n_MC nLy = sum(nLys) / n_MC + neg_log_prior = sum(neg_log_priors) / n_MC + neg_log_jac = sum(neglogjacs) / n_MC + loss_penalty = sum(loss_penaltys) / n_MC else + @warn "neg_elbo_ζtf: TPDP n_MC_cap: implement for for logjac, loss_penalty, and neg_log_prior not capped" nLys_smallest = partialsort(nLys, 1:n_MC_cap) nLy = sum(nLys_smallest) / n_MC_cap end @@ -130,9 +163,38 @@ function neg_elbo_ζtf(ζsP, ζsMs, σ, f, py, xP, y_ob, y_unc; # @show std(nLys), std(nLys)/abs(nLy) # @show std(nLys_smallest), std(nLys_smallest)/abs(nLy) # end - nLy, entropy_ζ + nLjoint = nLy + neg_log_prior + neg_log_jac + (;nLjoint, entropy_ζ, loss_penalty, nLy, neg_log_prior, neg_log_jac) end +""" + zero_penalty_loss(y_pred, θMs, θP, ϕg, ϕunc) + +Add zero i.e. no additional loss terms during the HVI fit. + +The basic cost in HVI is the negative log of the joint probability, i.e. +the likelihood of the observations given the parameters * prior probability +of the parameters. + +Sometimes there is additional knowledge not encoded in the prior, such as +one parameter must be larger than another, or entropy-weights of thhe +ML-parameters, and the solver accept a function to add additional loss terms. + +Arguments +- y_pred::AbstractMatrix: Observations +- θMs::AbstractMatrix: site parameters +- θP::AbstractVector: global parameters +- ϕg: ML-model parameters, +- ϕunc::AbstractVector, additional parameters of the posterior +""" +function zero_penalty_loss( + y_pred::AbstractMatrix, θMs::AbstractMatrix, θP::AbstractVector, + ϕg, ϕunc::AbstractVector) + return zero(eltype(θMs)) +end + + + """ predict_hvi([rng], predict_hvi(rng, prob::AbstractHybridProblem) @@ -275,72 +337,9 @@ function sample_posterior(rng, g, ϕ::AbstractVector, xM::AbstractMatrix; θsP, θsMs = is_infer ? Test.@inferred(transform_ζs(ζsP, ζsMs; trans_mP, trans_mMs)) : transform_ζs(ζsP, ζsMs; trans_mP, trans_mMs) - # res_pred = is_infer ? - # apply_f_trans(ζsP_cpu, ζsMs_cpu, f, xP; transP, transM, kwargs...) : - # Test.@inferred apply_f_trans(ζsP_cpu, ζsMs_cpu, f, xP; transP, transM, kwargs...) (; θsP, θsMs, entropy_ζ) end - -# """ -# Compute predictions of the transformation at given -# transformed parameters for each site. -# The number of sites is given by the number of rows in `ζsMs`. - -# Steps: -# - transform the parameters to original constrained space -# - Applies the mechanistic model for each site - -# `ζsP` and `ζsMs` are shaped according to the output of `generate_ζ`. -# Results are of shape `(n_obs x n_site_pred x n_MC)`. -# """ -# function apply_f_trans(ζsP::AbstractMatrix, ζsMs::AbstractArray, f, xP; -# transP, transM::Stacked, -# trans_mP=StackedArray(transP, size(ζsP, 2)), -# trans_mMs=StackedArray(transM, size(ζsMs, 1) * size(ζsMs, 3)) -# ) -# θsP, θsMs = transform_ζs(ζsP, ζsMs; trans_mP, trans_mMs) -# y = apply_process_model(θsP, θsMs, f, xP) -# (; y, θsP, θsMs) -# end - -# function apply_f_trans(ζP::AbstractVector, ζMs::AbstractMatrix, f, xP; -# transP, transM::Stacked, transMs::StackedArray=StackedArray(transM, size(ζMs, 1)), -# ) -# θP = transP(ζP) -# θMs = transMs(ζMs) -# y_global, y = f(θP, θMs, xP) -# (; y, θP, θMs) -# end - -# """ -# apply_process_model(θsP::AbstractMatrix, θsMs::AbstractArray{ET,3}, f, xP) - -# Call a PBM applicator for a sample of parameters of each site, and stack results - -# `θsP` and `θsMs` are shaped according to the output of `generate_ζ`, i.e. -# `(n_site_pred x n_par x n_MC)`. -# Results are of shape `(n_obs x n_site_pred x n_MC)`. -# """ -# function apply_process_model(θsP::AbstractMatrix, θsMs::AbstractArray{ET,3}, f, xP) where ET -# error("deprecated, use f(θsP, θsMs, xP)") -# # stack does not work on GPU -# # y_pred = stack( -# # map(eachcol(CA.getdata(θsP)), eachslice(CA.getdata(θsMs), dims=3)) do θP, θMs -# # y_global, y_pred_i = f(θP, θMs, xP) -# # y_pred_i -# # end) -# # for type stability, apply f at first iterate to supply init to mapreduce -# P1, Pit = Iterators.peel(eachcol(CA.getdata(θsP))); -# Ms1, Msit = Iterators.peel(eachslice(CA.getdata(θsMs), dims=3)); -# y1 = f(P1, Ms1, xP)[2] -# y1a = reshape(y1, size(y1)..., 1) # add one dimension -# y_pred = mapreduce((a,b) -> cat(a,b; dims=3), Pit, Msit; init=y1a) do θP, θMs -# y_global, y_pred_i = f(θP, θMs, xP) -# y_pred_i -# end -# end - """ Generate samples of (inv-transformed) model parameters, ζ, and the vector of standard deviations, σ, i.e. the diagonal of the cholesky-factor. diff --git a/src/gf.jl b/src/gf.jl index 11c552a..eb2eb60 100644 --- a/src/gf.jl +++ b/src/gf.jl @@ -97,6 +97,7 @@ function gf(g::AbstractModelApplicator, transMs, transP, f, xM, xP, ϕg, ζP; end + function gf(g::AbstractModelApplicator, transMs, transP, f, xM, xP, ϕg, ζP, pbm_covar_indices::AbstractVector{<:Integer}; cdev) @@ -112,8 +113,8 @@ function gf(g::AbstractModelApplicator, transMs, transP, f, xM, xP, ϕg, ζP, θMs = gtrans(g, transMs, xMP, ϕg; cdev) θP = transP(CA.getdata(ζP)) θP_cpu = cdev(θP) - y_pred_global, y_pred = f(θP_cpu, θMs, xP) - return y_pred_global, y_pred, θMs, θP_cpu + y_pred = f(θP_cpu, θMs, xP) + return y_pred, θMs, θP_cpu end """ @@ -136,7 +137,6 @@ Create a loss function for given - g(x, ϕ): machine learning model - transM: transforamtion of parameters at unconstrained space - f(θMs, θP): mechanistic model -- y_o_global: site-independent observations - intϕ: interpreter attaching axis with components ϕg and ϕP - intP: interpreter attaching axis to ζP = ϕP with components used by f - kwargs: additional keyword arguments passed to gf, such as gdev or pbm_covars @@ -148,19 +148,30 @@ The loss function `loss_gf(ϕ, xM, xP, y_o, y_unc, i_sites)` takes - y_o: matrix of observations, sites in columns - y_unc: vector of uncertainty information for each observation - i_sites: index of sites in the batch + +and returns a NamedTuple of +- `nLjoint`: the negative-log of the joint parameter probability (Likelihood * prior) +- `y_pred`: predicted values +- `θMs`, `θP`: PBM-parameters +- `nLy`: negative log-Likelihood of y_pred +- `neg_log_prior`: negative log-prior of `θMs` and `θP` +- `neg_log_prior`: negative log-prior of `θMs` and `θP` """ -function get_loss_gf(g, transM, transP, f, y_o_global, +function get_loss_gf(g, transM, transP, f, intϕ::AbstractComponentArrayInterpreter, intP::AbstractComponentArrayInterpreter = ComponentArrayInterpreter( intϕ(1:length(intϕ)).ϕP); cdev=cpu_device(), - pbm_covars, n_site_batch, kwargs...) + pbm_covars, n_site_batch, + priorsP, priorsM, floss_penalty = zero_penalty_loss, + kwargs...) - let g = g, transM = transM, transP = transP, f = f, y_o_global = y_o_global, + let g = g, transM = transM, transP = transP, f = f, intϕ = get_concrete(intϕ), transMs = StackedArray(transM, n_site_batch), cdev = cdev, - pbm_covar_indices = CA.getdata(intP(1:length(intP))[pbm_covars]) + pbm_covar_indices = CA.getdata(intP(1:length(intP))[pbm_covars]), + priorsP = priorsP, priorsM = priorsM, floss_penalty = floss_penalty #, intP = get_concrete(intP) #inv_transP = inverse(transP), kwargs = kwargs function loss_gf(ϕ, xM, xP, y_o, y_unc, i_sites) @@ -173,11 +184,21 @@ function get_loss_gf(g, transM, transP, f, y_o_global, # ζP_cpu = cdev(CA.getdata(μ_ζP)) # ζMs_cpu = cdev(CA.getdata(μ_ζMs)) # y_pred, _, _ = apply_f_trans(ζP_cpu, ζMs_cpu, f, xP; transM, transP) - y_pred_global, y_pred, θMs, θP = gf( + y_pred, θMs_pred, θP_pred = gf( g, transMs, transP, f, xM, xP, CA.getdata(ϕc.ϕg), CA.getdata(ϕc.ϕP), pbm_covar_indices; cdev, kwargs...) - loss = sum(abs2, (y_pred .- y_o) ./ σ) #+ sum(abs2, y_pred_global .- y_o_global) - return loss, y_pred, θMs, θP + nLy = sum(abs2, (y_pred .- y_o) ./ σ) + # logpdf ist not typestable for Distribution{Univariate, Continuous} + logpdf_t = (prior, θ) -> logpdf(prior, θ)::eltype(θP_pred) + logpdf_tv = (prior, θ::AbstractVector) -> begin + map(Base.Fix1(logpdf, prior), θ)::Vector{eltype(θP_pred)} + end + neg_log_prior = -sum(logpdf_t.(priorsP, θP_pred)) - sum(map( + (priorMi, θMi) -> sum(logpdf_tv(priorMi, θMi)), priorsM, eachcol(θMs_pred))) + ϕunc = eltype(θP_pred)[] # no uncertainty parameters optimized + loss_penalty = floss_penalty(y_pred, θMs_pred, θP_pred, ϕc.ϕg, ϕunc) + nLjoint_pen = nLy + neg_log_prior + loss_penalty + return (;nLjoint_pen, y_pred, θMs_pred, θP_pred, nLy, neg_log_prior, loss_penalty) end end end diff --git a/src/util.jl b/src/util.jl new file mode 100644 index 0000000..aa21c08 --- /dev/null +++ b/src/util.jl @@ -0,0 +1,35 @@ +""" + vectuptotupvec(vectup) + vectuptotupvec_allowmissing(vectup) + +Typesafe convert from Vector of Tuples to Tuple of Vectors. +The first variant does not allow for missings in `vectup`. +The second variant allows for missing but has `eltype` of `Union{Missing, ...}` in +all components of the returned Tuple, also when there were not missings in `vectup`. + +# Arguments +* `vectup`: A Vector of identical Tuples + +# Examples +```jldoctest; output=false, setup = :(using Distributions) +vectup = [(1,1.01, "string 1"), (2,2.02, "string 2")] +vectuptotupvec_allowmissing(vectup) == ([1, 2], [1.01, 2.02], ["string 1", "string 2"]) +# output +true +``` +""" +function vectuptotupvec(vectup::AbstractVector{<:Tuple}) + Ti = eltype(vectup).parameters + npar = length(Ti) + ntuple(i -> + (getindex.(vectup, i))::Vector{Ti[i]}, npar) +end +function vectuptotupvec_allowmissing( + vectup::AbstractVector{<:Union{Missing,Tuple}}) + Ti = nonmissingtype(eltype(vectup)).parameters + npar = length(Ti) + Tim = ntuple(i -> Union{Missing,Ti[i]}, npar) + ntuple(i -> begin + allowmissing(passmissing(getindex).(vectup, i))::Vector{Tim[i]} + end, npar) +end diff --git a/src/util_gpu.jl b/src/util_gpu.jl new file mode 100644 index 0000000..f89b267 --- /dev/null +++ b/src/util_gpu.jl @@ -0,0 +1,20 @@ +""" + ones_similar_x(x::AbstractArray, size_ret = size(x)) + +Return `ones(eltype(x), size_ret)`. +Overload this methods for specific AbstractGPUArrays to return the +correct container type. +See e.g. `HybridVariationalInferenceCUDAExt` +that calls `CUDA.fill` to return a `CuArray` rather than `Array`. +""" +function ones_similar_x(x::AbstractArray, size_ret = size(x)) + ones(eltype(x), size_ret) +end + +# handle containers and transformations of Arrays +ones_similar_x(x::CA.ComponentArray, args...) = ones_similar_x(CA.getdata(x), args...) +ones_similar_x(x::LinearAlgebra.Adjoint, args...) = ones_similar_x(parent(x), args...) + + + + diff --git a/test/runtests.jl b/test/runtests.jl index 7247a5c..87bbd4b 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -5,8 +5,12 @@ const GROUP = get(ENV, "GROUP", "All") # defined in in CI.yml if GROUP == "All" || GROUP == "Basic" #@safetestset "test" include("test/test_bijectors_utils.jl") @time @safetestset "test_bijectors_utils" include("test_bijectors_utils.jl") + #@safetestset "test" include("test/test_util.jl") + @time @safetestset "test_util" include("test_util.jl") #@safetestset "test" include("test/test_util_ca.jl") @time @safetestset "test_util_ca" include("test_util_ca.jl") + #@safetestset "test" include("test/test_util_gpu.jl") + @time @safetestset "test_util_gpu" include("test_util_gpu.jl") #@safetestset "test" include("test/test_ComponentArrayInterpreter.jl") @time @safetestset "test_ComponentArrayInterpreter" include("test_ComponentArrayInterpreter.jl") #@safetestset "test" include("test/test_hybridprobleminterpreters.jl") diff --git a/test/test_HybridProblem.jl b/test/test_HybridProblem.jl index 48f55aa..ef105bf 100644 --- a/test/test_HybridProblem.jl +++ b/test/test_HybridProblem.jl @@ -47,7 +47,7 @@ function construct_problem(; scenario::Val{scen}) where scen # n_batch = 10 n_site, n_batch = get_hybridproblem_n_site_and_batch(CP.DoubleMM.DoubleMMCase(); scenario) # dependency on DeoubleMMCase -> take care of changes in covariates - (; xM, θP_true, θMs_true, xP, y_global_true, y_true, y_global_o, y_o, y_unc + (; xM, θP_true, θMs_true, xP, y_true, y_o, y_unc ) = gen_hybridproblem_synthetic(rng, DoubleMM.DoubleMMCase(); scenario) n_covar = size(xM,1) n_input = (:covarK2 ∈ scen) ? n_covar +1 : n_covar @@ -73,7 +73,7 @@ function construct_problem(; scenario::Val{scen}) where scen θall = vcat(θP, θM) priors_dict = Dict{Symbol, Distribution}( keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95))) - priors_dict[:r1] = fit(Normal, θall.r1, qp_uu(3 * θall.r1)) # not transformed to log-scale + priors_dict[:r1] = fit(Normal, θall.r1, qp_uu(3 * θall.r1), Val(:mode)) # not transformed to log-scale # scale (0,1) outputs MLmodel to normal distribution fitted to priors translated to ζ priorsM = [priors_dict[k] for k in keys(θM)] lowers, uppers = get_quantile_transformed(priorsM, transM) @@ -147,13 +147,15 @@ test_without_flux = (scenario) -> begin pbm_covars = get_hybridproblem_pbmpar_covars(prob; scenario) intϕ = ComponentArrayInterpreter(CA.ComponentVector( ϕg=1:length(ϕg0), ϕP=par_templates.θP)) + priors = get_hybridproblem_priors(prob; scenario) + priorsP = [priors[k] for k in keys(par_templates.θP)] + priorsM = [priors[k] for k in keys(par_templates.θM)] # slightly disturb θP_true p = p0 = vcat(ϕg0, par_templates.θP .* convert(eltype(ϕg0), 0.8)) # Pass the site-data for the batches as separate vectors wrapped in a tuple - y_global_o = Float64[] - loss_gf = get_loss_gf(g, transM, transP, f, y_global_o, intϕ; - pbm_covars, n_site_batch = n_batch) + loss_gf = get_loss_gf(g, transM, transP, f, intϕ; + pbm_covars, n_site_batch = n_batch, priorsP, priorsM) (_xM, _xP, _y_o, _y_unc, _i_sites) = first(train_loader) l1 = loss_gf(p0, _xM, _xP, _y_o, _y_unc, _i_sites) @@ -173,9 +175,10 @@ test_without_flux = (scenario) -> begin # optprob, Adam(0.02), callback = callback_loss(100), optprob, Adam(0.02), epochs = 150); - loss_gf_sites = get_loss_gf(g, transM, transP, f, y_global_o, intϕ; + loss_gf_sites = get_loss_gf(g, transM, transP, f, intϕ; pbm_covars, n_site_batch = n_site) - l1, y_pred_global, y_pred, θMs_pred = loss_gf_sites(res.u, train_loader.data...) + l1, y_pred, θMs_pred, θP, nLy, neg_log_prior = loss_gf_sites( + res.u, train_loader.data...) @test isapprox(par_templates.θP, transP(intϕ(res.u).ϕP), rtol=0.5) end end @@ -258,8 +261,7 @@ test_with_flux_gpu = (scenario) -> begin epochs = 2, θmean_quant = 0.01, # test constraining mean to initial prediction is_inferred = Val(true), - gdevs = (; gdev_M=gpu_device(), gdev_P=identity), - ); + gdevs = (; gdev_M=gpu_device(), gdev_P=identity),); @test CA.getdata(ϕ) isa GPUArraysCore.AbstractGPUVector #@test cdev(ϕ.unc.ρsM)[1] > 0 # too few iterations in test -> may fail # @@ -309,7 +311,6 @@ test_with_flux_gpu = (scenario) -> begin is = vcat(pos.P, vec(pos.Ms[i_sites,:])) cr[is,is] end - end; @testset "HybridPosteriorSolver also f on gpu $(last(CP._val_value(scenario)))" begin scenf = Val((CP._val_value(scenario)..., :use_Flux, :use_gpu, :omit_r0, :f_on_gpu)) diff --git a/test/test_doubleMM.jl b/test/test_doubleMM.jl index e87aab8..9f16a4b 100644 --- a/test/test_doubleMM.jl +++ b/test/test_doubleMM.jl @@ -32,12 +32,12 @@ par_templates = get_hybridproblem_par_templates(prob; scenario) @testset "get_hybridproblem_priors" begin θall = vcat(par_templates...) priors = get_hybridproblem_priors(prob; scenario) - @test mean(priors[:K2]) == θall.K2 + @test mode(priors[:K2]) == θall.K2 @test quantile(priors[:K2], 0.95) ≈ θall.K2 * 3 # fitted in f_doubleMM end rng = StableRNG(111) # make sure to be the same as when constructing train_dataloader -(; xM, θP_true, θMs_true, xP, y_global_true, y_true, y_global_o, y_o, y_unc +(; xM, θP_true, θMs_true, xP, y_true, y_o, y_unc, ) = gen_hybridproblem_synthetic(rng, prob; scenario); n_site, n_batch = get_hybridproblem_n_site_and_batch(prob; scenario) i_sites = 1:n_site @@ -82,7 +82,7 @@ end f_batch = PBMSiteApplicator(CP.DoubleMM.f_doubleMM; θP = θP_true, θM = θMs_true[:,1], θFix=CA.ComponentVector(), xPvec=xP[:,1]) - y_exp = f_batch(θP_true, θMs_true', xP)[2] + y_exp = f_batch(θP_true, θMs_true', xP) @test y == y_exp ygrad = Zygote.gradient(θv -> sum(fy(θv, xPM)), θvec)[1] if gdev isa MLDataDevices.AbstractGPUDevice @@ -90,10 +90,10 @@ end # xPMg = gdev(xPM) # yg = CP.DoubleMM.f_doubleMM(θg, xPMg, intθ); θvecg = gdev(θvec); # errors without ";" - xPMg = CP.apply_preserve_axes(gdev, xPM) - yg = @inferred fy(θvecg, xPMg) + xPMg = CP.apply_preserve_axes(gdev, xPM); + yg = @inferred fy(θvecg, xPMg); @test cdev(yg) == y_exp - ygradg = Zygote.gradient(θv -> sum(fy(θv, xPMg)), θvecg)[1] + ygradg = Zygote.gradient(θv -> sum(fy(θv, xPMg)), θvecg)[1]; @test ygradg isa CA.ComponentArray @test CA.getdata(ygradg) isa GPUArraysCore.AbstractGPUArray ygradgc = CP.apply_preserve_axes(cdev, ygradg) # can print the cpu version @@ -199,6 +199,9 @@ end n_site, n_site_batch = get_hybridproblem_n_site_and_batch(prob; scenario) f = get_hybridproblem_PBmodel(prob; scenario, use_all_sites = false) f2 = get_hybridproblem_PBmodel(prob; scenario, use_all_sites = true) + priors = get_hybridproblem_priors(prob; scenario) + priorsP = [priors[k] for k in keys(par_templates.θP)] + priorsM = [priors[k] for k in keys(par_templates.θM)] intϕ = ComponentArrayInterpreter(CA.ComponentVector( ϕg = 1:length(ϕg0), ϕP = par_templates.θP)) @@ -214,12 +217,12 @@ end @assert train_loader.data == (xM, xP, y_o, y_unc, i_sites) pbm_covars = get_hybridproblem_pbmpar_covars(prob; scenario) - #loss_gf = get_loss_gf(g, transM, f, y_global_o, intϕ; gdev = identity) - loss_gf = get_loss_gf(g, transM, transP, f, y_global_o, intϕ; - pbm_covars, n_site_batch = n_batch) - loss_gf2 = get_loss_gf(g, transM, transP, f2, y_global_o, intϕ; - pbm_covars, n_site_batch = n_site) - l1 = @inferred first(loss_gf(p0, first(train_loader)...)) + #loss_gf = get_loss_gf(g, transM, f, intϕ; gdev = identity) + loss_gf = get_loss_gf(g, transM, transP, f, intϕ; + pbm_covars, n_site_batch = n_batch, priorsP, priorsM) + loss_gf2 = get_loss_gf(g, transM, transP, f2, intϕ; + pbm_covars, n_site_batch = n_site, priorsP, priorsM) + nLjoint = @inferred first(loss_gf(p0, first(train_loader)...)) (xM_batch, xP_batch, y_o_batch, y_unc_batch, i_sites_batch) = first(train_loader) # @usingany Cthulhu # @descend_code_warntype loss_gf(p0, xM_batch, xP_batch, y_o_batch, y_unc_batch, i_sites_batch) @@ -232,16 +235,19 @@ end res = Optimization.solve( #optprob, Adam(0.02), callback = callback_loss(100), maxiters = 5000); - optprob, Adam(0.02), maxiters = 1000) + optprob, Adam(0.02), maxiters = 2000) - l1, y_pred, θMs_pred, θP_pred = loss_gf2(res.u, train_loader.data...) - #l1, y_pred_global, y_pred, θMs_pred = loss_gf(p0, xM, xP, y_o, y_unc); + (;nLjoint_pen, y_pred, θMs_pred, θP_pred, nLy, neg_log_prior, loss_penalty) = loss_gf2( + res.u, train_loader.data...) + #(nLjoint, y_pred, θMs_pred, θP, nLy, neg_log_prior, loss_penalty) = loss_gf(p0, xM, xP, y_o, y_unc); θMs_pred = CA.ComponentArray(θMs_pred, CA.getaxes(θMs_true')) #TODO @test isapprox(par_templates.θP, intϕ(res.u).ϕP, rtol = 0.15) #@test cor(vec(θMs_true), vec(θMs_pred)) > 0.8 @test cor(θMs_true'[:, 1], θMs_pred[:, 1]) > 0.8 @test cor(θMs_true'[:, 2], θMs_pred[:, 2]) > 0.8 # started from low values -> increased but not too much above true values + # logpdf.(priorsP, θP_pred) + # logpdf.(priorsP, par_templates.θP) @test all(transP(intϕ(p0).ϕP) .< θP_pred .< (1.2 .* par_templates.θP)) () -> begin diff --git a/test/test_elbo.jl b/test/test_elbo.jl index 7a894d3..10a5542 100644 --- a/test/test_elbo.jl +++ b/test/test_elbo.jl @@ -35,13 +35,14 @@ test_scenario = (scenario) -> begin int_P, int_M = map(ComponentArrayInterpreter, par_templates) pbm_covars = get_hybridproblem_pbmpar_covars(probc; scenario) pbm_covar_indices = CP.get_pbm_covar_indices(par_templates.θP, pbm_covars) + #get_hybridproblem_ #θsite_true = get_hybridproblem_par_templates(probc; scenario) n_site, n_batch = get_hybridproblem_n_site_and_batch(probc; scenario) # note: need to use prob rather than probc here, make sure the same rng = StableRNG(111) - (; xM, θP_true, θMs_true, xP, y_global_true, y_true, y_global_o, y_o, - y_unc) = gen_hybridproblem_synthetic(rng, prob; scenario) + (; xM, θP_true, θMs_true, xP, y_true, y_o, y_unc) = + gen_hybridproblem_synthetic(rng, prob; scenario) tmpf = () -> begin # wrap inside function to not define(pollute) variables in level up _trainloader = get_hybridproblem_train_dataloader(probc; scenario) @@ -60,6 +61,10 @@ test_scenario = (scenario) -> begin py = neg_logden_indep_normal + priors = get_hybridproblem_priors(prob; scenario) + priorsP = [priors[k] for k in keys(par_templates.θP)] + priorsM = [priors[k] for k in keys(par_templates.θM)] + n_MC = 3 (; transP, transM) = get_hybridproblem_transforms(probc; scenario) cor_ends = get_hybridproblem_cor_ends(probc; scenario) @@ -144,7 +149,7 @@ test_scenario = (scenario) -> begin _ϕ = vcat(ϕ_ini.μP, probc.ϕg, probd.ϕunc) #hcat(ϕ_ini, ϕ, _ϕ)[1:4,:] #hcat(ϕ_ini, ϕ, _ϕ)[(end-20):end,:] - n_predict = 8000 + n_predict = 10_000 #8_000 xM_batch = xM[:, 1:n_batch] _ζsP, _ζsMs, _σ = @inferred ( # @descend_code_warntype ( @@ -166,7 +171,7 @@ test_scenario = (scenario) -> begin #scatterplot(ζMs_g[:,1], mMs[:,1]) #scatterplot(ζMs_g[:,2], mMs[:,2]) @test cor(ζMs_g[:,1], mMs[:,1]) > 0.9 - @test cor(ζMs_g[:,2], mMs[:,2]) > 0.8 + @test cor(ζMs_g[:,2], mMs[:,2]) > 0.7 map(axes(mMs,2)) do ipar #@show ipar @test isapprox(mMs[:,ipar], ζMs_g[:,ipar]; rtol=0.1) @@ -208,7 +213,8 @@ test_scenario = (scenario) -> begin # test if uncertainty and reshaping is propagated # here inverse the predicted θs and then test distribution probcu = HybridProblem(probc, ϕunc=ϕunc_true); - n_sample_pred = 2_400 + n_sample_pred = 10_000 #2_400 + #n_sample_pred = 400 (; y, θsP, θsMs, entropy_ζ) = predict_hvi(rng, probcu; scenario, n_sample_pred); #size(_ζsMs), size(θsMs) #size(_ζsP), size(θsP) @@ -332,14 +338,14 @@ test_scenario = (scenario) -> begin neg_elbo_gtf(rng, ϕ_ini, g, f, py, xM[:, i_sites], xP[:, i_sites], y_o[:, i_sites], y_unc[:, i_sites], i_sites; int_unc, int_μP_ϕg_unc, - cor_ends, pbm_covar_indices, transP, transMs) + cor_ends, pbm_covar_indices, transP, transMs, priorsP, priorsM,) ) @test cost isa Float64 gr = Zygote.gradient( ϕ -> neg_elbo_gtf(rng, ϕ, g, f, py, xM[:, i_sites], xP[:, i_sites], y_o[:, i_sites], y_unc[:, i_sites], i_sites; int_unc, int_μP_ϕg_unc, - cor_ends, pbm_covar_indices, transP, transMs), + cor_ends, pbm_covar_indices, transP, transMs, priorsP, priorsM,), CA.getdata(ϕ_ini)) @test gr[1] isa Vector end @@ -356,14 +362,16 @@ test_scenario = (scenario) -> begin neg_elbo_gtf(rng, ϕ, g_gpu, f, py, xMg_batch, xP_batch, y_o[:, i_sites], y_unc[:, i_sites], i_sites; int_unc, int_μP_ϕg_unc, - n_MC=3, cor_ends, pbm_covar_indices, transP, transMs) + n_MC=3, cor_ends, pbm_covar_indices, transP, transMs, priorsP, priorsM, + ) ) @test cost isa Float64 gr = Zygote.gradient( ϕ -> neg_elbo_gtf(rng, ϕ, g_gpu, f, py, xMg_batch, xP_batch, y_o[:, i_sites], y_unc[:, i_sites], i_sites; int_unc, int_μP_ϕg_unc, - n_MC=3, cor_ends, pbm_covar_indices, transP, transMs), + n_MC=3, cor_ends, pbm_covar_indices, transP, transMs, priorsP, priorsM, + ), ϕ) @test gr[1] isa GPUArraysCore.AbstractGPUVector @test eltype(gr[1]) == FT diff --git a/test/test_sample_zeta.jl b/test/test_sample_zeta.jl index e16e6a4..f4f963c 100644 --- a/test/test_sample_zeta.jl +++ b/test/test_sample_zeta.jl @@ -24,7 +24,7 @@ scenario = Val((:default,)) n_θM, n_θP = length.(values(get_hybridproblem_par_templates(prob; scenario))) -(; xM, θP_true, θMs_true, xP, y_global_true, y_true, y_global_o, y_o +(; xM, θP_true, θMs_true, xP, y_true, y_o ) = gen_hybridproblem_synthetic(rng, prob; scenario) n_site, n_batch = get_hybridproblem_n_site_and_batch(prob; scenario) diff --git a/test/test_util.jl b/test/test_util.jl new file mode 100644 index 0000000..4e79633 --- /dev/null +++ b/test/test_util.jl @@ -0,0 +1,46 @@ +using Test +using HybridVariationalInference: vectuptotupvec_allowmissing, vectuptotupvec +using Zygote + +@testset "vectuptotupvec" begin + vectup = [(1,1.01, "string 1"), (2,2.02, "string 2")] + tupvec = @inferred vectuptotupvec(vectup) + #@code_warntype vectuptotupvec_allowmissing(vectup) + @test tupvec == ([1, 2], [1.01, 2.02], ["string 1", "string 2"]) + @test typeof(first(tupvec)) == Vector{Int} + # empty not allowed + @test_throws Exception tupvec = vectuptotupvec([]) + # do not allow tuples of differnt types - note the Float64 in first entry + vectupm = [(1.00,1.01, "string 1"), (2,2.02, "string 2",:asymbol)] + @test_throws Exception tupvecm = vectuptotupvec(vectupm) + # + gr = Zygote.gradient(x -> sum(vectuptotupvec(x)[1]), vectup) +end; + + +@testset "vectuptotupvec_allowmissing" begin + vectup = [(1,1.01, "string 1"), (2,2.02, "string 2")] + tupvec = @inferred vectuptotupvec_allowmissing(vectup) + #@code_warntype vectuptotupvec_allowmissing(vectup) + @test tupvec == ([1, 2], [1.01, 2.02], ["string 1", "string 2"]) + @test typeof(first(tupvec)) == Vector{Union{Missing,Int}} + # empty not allowed + @test_throws Exception tupvec = vectuptotupvec_allowmissing([]) + # first missing + vectupm = [missing, (1,1.01, "string 1"), (2,2.02, "string 2")] + vectuptotupvec_allowmissing(vectupm) + tupvecm = @inferred vectuptotupvec_allowmissing(vectupm) + @test ismissing(vectupm[1]) # did not change underlying vector + #@code_warntype vectuptotupvec_allowmissing(vectupm) + @test isequal(tupvecm, ([missing, 1, 2], [missing, 1.01, 2.02], [missing, "string 1", "string 2"])) + # do not allow tuples of different length + vectupm = [(1,1.01, "string 1"), (2,2.02, "string 2",:asymbol)] + @test_throws Exception tupvecm = vectuptotupvec_allowmissing(vectupm) + # do not allow tuples of differnt types - note the Float64 in first entry + vectupm = [(1.00,1.01, "string 1"), (2,2.02, "string 2",:asymbol)] + @test_throws Exception tupvecm = vectuptotupvec_allowmissing(vectupm) + # + vectupm = [missing, (1,1.01, "string 1"), (2,2.02, "string 2")] + gr = Zygote.gradient(x -> sum(skipmissing(vectuptotupvec_allowmissing(x)[1])), vectupm) +end; + diff --git a/test/test_util_gpu.jl b/test/test_util_gpu.jl new file mode 100644 index 0000000..f623d8f --- /dev/null +++ b/test/test_util_gpu.jl @@ -0,0 +1,17 @@ +using Test +using HybridVariationalInference: HybridVariationalInference as HVI +using ComponentArrays +using CUDA + +@testset "ones_similar_x" begin + A = rand(Float64, 3, 4); + B = CUDA.rand(Float32, 5, 2); # GPU matrix + @test HVI.ones_similar_x(A, 3) isa Vector + @test HVI.ones_similar_x(A, size(A,1)) isa Vector + @test HVI.ones_similar_x(B, size(B,1)) isa CuArray + @test HVI.ones_similar_x(ComponentVector(b=B), size(B,1)) isa CuArray + @test HVI.ones_similar_x(B', size(B,1)) isa CuArray + @test HVI.ones_similar_x(@view(B[:,2]), size(B,1)) isa CuArray + @test HVI.ones_similar_x(ComponentVector(b=B)[:,1], size(B,1)) isa CuArray +end + From c5bb0080fd0f1d53eccea37f16ce36955ac976e8 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 14:10:15 +0200 Subject: [PATCH 2/9] use FillArrays in reshaping parameters in apply_model and omit Iterators.peel in --- Project.toml | 2 ++ src/HybridVariationalInference.jl | 1 + src/PBMApplicator.jl | 44 +++++++++++++++++++++---------- src/util_gpu.jl | 8 +++--- test/test_elbo.jl | 1 + 5 files changed, 39 insertions(+), 17 deletions(-) diff --git a/Project.toml b/Project.toml index fa39091..e4a390d 100644 --- a/Project.toml +++ b/Project.toml @@ -12,6 +12,7 @@ CommonSolve = "38540f10-b2f7-11e9-35d8-d573e4eb0ff2" ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" DistributionFits = "45214091-1ed4-4409-9bcf-fdb48a05e921" Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" +FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196" GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" @@ -48,6 +49,7 @@ CommonSolve = "0.2.4" ComponentArrays = "0.15.19" DistributionFits = "0.3.9" Distributions = "0.25.117" +FillArrays = "1.13.0" Flux = "0.14, 0.15, 0.16" Functors = "0.4, 0.5" GPUArraysCore = "0.1, 0.2" diff --git a/src/HybridVariationalInference.jl b/src/HybridVariationalInference.jl index 17d1a7c..0292776 100644 --- a/src/HybridVariationalInference.jl +++ b/src/HybridVariationalInference.jl @@ -21,6 +21,7 @@ using StaticArrays: StaticArrays as SA using Functors using Test: Test # @inferred using Missings +using FillArrays export DoubleMM diff --git a/src/PBMApplicator.jl b/src/PBMApplicator.jl index 1988483..274ed2f 100644 --- a/src/PBMApplicator.jl +++ b/src/PBMApplicator.jl @@ -46,16 +46,34 @@ function apply_model(app::AbstractPBMApplicator, θsP::AbstractMatrix, θsMs::Ab app(θP, θMs, xP) end) end +# function apply_model(app::AbstractPBMApplicator, θsP::GPUArraysCore.AbstractGPUMatrix, θsMs::GPUArraysCore.AbstractGPUArray{ET,3}, xP) where ET +# # stack does not work on GPU, need to resort to slower mapreduce +# # for type stability, apply f at first iterate to supply init to mapreduce +# P1, Pit = Iterators.peel(eachcol(CA.getdata(θsP))); +# Ms1, Msit = Iterators.peel(eachslice(CA.getdata(θsMs), dims=3)); +# y1 = apply_model(app, P1, Ms1, xP)[2] +# y1a = reshape(y1, size(y1)..., 1) # add one dimension +# y_pred = mapreduce((a,b) -> cat(a,b; dims=3), Pit, Msit; init=y1a) do θP, θMs +# y_pred_i = app(θP, θMs, xP) +# end +# end function apply_model(app::AbstractPBMApplicator, θsP::GPUArraysCore.AbstractGPUMatrix, θsMs::GPUArraysCore.AbstractGPUArray{ET,3}, xP) where ET # stack does not work on GPU, need to resort to slower mapreduce # for type stability, apply f at first iterate to supply init to mapreduce - P1, Pit = Iterators.peel(eachcol(CA.getdata(θsP))); - Ms1, Msit = Iterators.peel(eachslice(CA.getdata(θsMs), dims=3)); - y1 = apply_model(app, P1, Ms1, xP)[2] - y1a = reshape(y1, size(y1)..., 1) # add one dimension - y_pred = mapreduce((a,b) -> cat(a,b; dims=3), Pit, Msit; init=y1a) do θP, θMs - y_pred_i = app(θP, θMs, xP) + # avoid Iterators.peel for CUDA + y1 = apply_model(app, CA.getdata(θsP)[:,1], CA.getdata(θsMs)[:,:,1], xP)[2] + y1a = reshape(y1, :, 1) # add one dimension + n_sample = size(θsP,2) + y_pred = if (n_sample == 1) + y1a + else + mapreduce((a,b) -> cat(a,b; dims=3), + eachcol(CA.getdata(θsP)[:,2:end]), eachslice(CA.getdata(θsMs)[:,:,2:end], dims=3); + init=y1a) do θP, θMs + app(θP, θMs, xP) + end end + return(y_pred) end @@ -155,13 +173,6 @@ function apply_model(app::PBMSiteApplicator, θP::AbstractVector, θMs::Abstract obs1 = apply_PBMsite(θMs1, xP1) local pred_sites = mapreduce( apply_PBMsite, hcat, it_θMs, it_xP; init=reshape(obs1, :, 1)) - # # special case of mapreduce producing a vector rather than a matrix - # pred_sites = !(pred_sites0 isa AbstractMatrix) ? hcat(pred_sites0) : pred_sites0 - #obs1 = apply_PBMsite(first(eachrow(θMs)), first(eachcol(xP))) - #obs_vecs = map(apply_PBMsite, eachrow(θMs), eachcol(xP)) - #obs_vecs = (apply_PBMsite(θMs1, xP1) for (θMs1, xP1) in zip(eachrow(θMs), eachcol(xP))) - #pred_sites = stack(obs_vecs; dims = 1) - #pred_sites = stack(obs_vecs) # does not work with Zygote return pred_sites end @@ -221,11 +232,16 @@ function apply_model(app::PBMPopulationApplicator, θP::AbstractVector, θMs::Ab "or compute PBM on CPU.") end # repeat θP and concatenate with - # Main.@infiltrate_main # repeat is 2x slower for Vector and 100 times slower (with allocation) on GPU # app.isP on CPU is slightly faster than app.isP on GPU + # multiplication has one more allocation on CPU and same speed, but 5x faster on GPU #@benchmark CA.getdata(θP[app.isP]) #@benchmark CA.getdata(repeat(θP', size(θMs,1))) + #@benchmark rep_fac .* CA.getdata(θP)' # + # n_site = size(θMs, 1) + # rep_fac = ones_similar_x(θP, n_site) # to reshape into matrix, avoiding repeat + + # local θ = hcat(rep_fac .* CA.getdata(θP)', CA.getdata(θMs), app.θFixm) local θ = hcat(CA.getdata(θP[app.isP]), CA.getdata(θMs), app.θFixm) #local θ = hcat(CA.getdata(repeat(θP', size(θMs,1))), CA.getdata(θMs), app.θFixm) local θc = app.intθ(CA.getdata(θ)) diff --git a/src/util_gpu.jl b/src/util_gpu.jl index f89b267..7253cbd 100644 --- a/src/util_gpu.jl +++ b/src/util_gpu.jl @@ -8,12 +8,14 @@ See e.g. `HybridVariationalInferenceCUDAExt` that calls `CUDA.fill` to return a `CuArray` rather than `Array`. """ function ones_similar_x(x::AbstractArray, size_ret = size(x)) - ones(eltype(x), size_ret) + #ones(eltype(x), size_ret) + Ones{eltype(x)}(size_ret) end # handle containers and transformations of Arrays -ones_similar_x(x::CA.ComponentArray, args...) = ones_similar_x(CA.getdata(x), args...) -ones_similar_x(x::LinearAlgebra.Adjoint, args...) = ones_similar_x(parent(x), args...) +ones_similar_x(x::CA.ComponentArray, s = size(x)) = ones_similar_x(CA.getdata(x), s) +ones_similar_x(x::LinearAlgebra.Adjoint, s = size(x)) = ones_similar_x(parent(x), s) +ones_similar_x(x::SubArray, s = size(x)) = ones_similar_x(parent(x), s) diff --git a/test/test_elbo.jl b/test/test_elbo.jl index 10a5542..022d99a 100644 --- a/test/test_elbo.jl +++ b/test/test_elbo.jl @@ -428,6 +428,7 @@ test_scenario = (scenario) -> begin xP_dev = ggdev(xP); f_pred_dev = fmap(ggdev, f_pred) y = @inferred f_pred_dev(θsP, θsMs, xP_dev) + #@benchmark f_pred_dev(θsP, θsMs, xP_dev) @test y isa GPUArraysCore.AbstractGPUArray @test size(y) == (size(y_o)..., n_sample_pred) end From 8f7583d5948db89492565105fcf18bf422ebb960 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 14:40:01 +0200 Subject: [PATCH 3/9] use multiplication by ones in PBMPopulationApplicator rather than indexing with matrix to reshape vector into matrix --- src/PBMApplicator.jl | 20 ++++++++++---------- test/Project.toml | 1 + test/test_util_gpu.jl | 5 +++-- 3 files changed, 14 insertions(+), 12 deletions(-) diff --git a/src/PBMApplicator.jl b/src/PBMApplicator.jl index 274ed2f..c354d02 100644 --- a/src/PBMApplicator.jl +++ b/src/PBMApplicator.jl @@ -176,16 +176,17 @@ function apply_model(app::PBMSiteApplicator, θP::AbstractVector, θMs::Abstract return pred_sites end -struct PBMPopulationApplicator{MFT, IPT, IT, IXT, F} <: AbstractPBMApplicator +struct PBMPopulationApplicator{MFT, RFT, IT, IXT, F} <: AbstractPBMApplicator fθpop::F θFixm::MFT # may be CuMatrix rather than Matrix - isP::IPT #Matrix{Int} # transferred to CuMatrix? + #isP::IPT #Matrix{Int} # transferred to CuMatrix? + rep_fac::RFT intθ::IT int_xP::IXT end # let fmap not descend into isP, because indexing with isP on cpu is faster -@functor PBMPopulationApplicator (θFixm, ) +@functor PBMPopulationApplicator (θFixm, rep_fac) """ PBMPopulationApplicator(fθpop, n_batch; θP, θM, θFix, xPvec) @@ -218,9 +219,11 @@ function PBMPopulationApplicator(fθpop, n_batch; # intθ = get_concrete(ComponentArrayInterpreter((n_batch,), intθvec)) int_xP = get_concrete(ComponentArrayInterpreter(int_xP_vec, (n_batch,))) - isP = repeat(axes(θP, 1)', n_batch) + #isP = repeat(axes(θP, 1)', n_batch) + # n_site = size(θMs, 1) + rep_fac = ones_similar_x(θP, n_batch) # to reshape into matrix, avoiding repeat θFixm = CA.getdata(θFix[isFix]) - PBMPopulationApplicator(fθpop, θFixm, isP, intθ, int_xP) + PBMPopulationApplicator(fθpop, θFixm, rep_fac, intθ, int_xP) end function apply_model(app::PBMPopulationApplicator, θP::AbstractVector, θMs::AbstractMatrix, xP) @@ -238,11 +241,8 @@ function apply_model(app::PBMPopulationApplicator, θP::AbstractVector, θMs::Ab #@benchmark CA.getdata(θP[app.isP]) #@benchmark CA.getdata(repeat(θP', size(θMs,1))) #@benchmark rep_fac .* CA.getdata(θP)' # - # n_site = size(θMs, 1) - # rep_fac = ones_similar_x(θP, n_site) # to reshape into matrix, avoiding repeat - - # local θ = hcat(rep_fac .* CA.getdata(θP)', CA.getdata(θMs), app.θFixm) - local θ = hcat(CA.getdata(θP[app.isP]), CA.getdata(θMs), app.θFixm) + local θ = hcat(app.rep_fac .* CA.getdata(θP)', CA.getdata(θMs), app.θFixm) + #local θ = hcat(CA.getdata(θP[app.isP]), CA.getdata(θMs), app.θFixm) #local θ = hcat(CA.getdata(repeat(θP', size(θMs,1))), CA.getdata(θMs), app.θFixm) local θc = app.intθ(CA.getdata(θ)) local xPc = app.int_xP(CA.getdata(xP)) diff --git a/test/Project.toml b/test/Project.toml index 81c469c..ab63301 100644 --- a/test/Project.toml +++ b/test/Project.toml @@ -6,6 +6,7 @@ CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba" ComponentArrays = "b0b7db55-cfe3-40fc-9ded-d10e2dbeff66" DistributionFits = "45214091-1ed4-4409-9bcf-fdb48a05e921" Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" +FillArrays = "1a297f60-69ca-5386-bcde-b61e274b549b" Flux = "587475ba-b771-5e3f-ad9e-33799f191a9c" Functors = "d9f16b24-f501-4c13-a1f2-28368ffc5196" GPUArraysCore = "46192b85-c4d5-4398-a991-12ede77f4527" diff --git a/test/test_util_gpu.jl b/test/test_util_gpu.jl index f623d8f..995d9ca 100644 --- a/test/test_util_gpu.jl +++ b/test/test_util_gpu.jl @@ -2,12 +2,13 @@ using Test using HybridVariationalInference: HybridVariationalInference as HVI using ComponentArrays using CUDA +using FillArrays @testset "ones_similar_x" begin A = rand(Float64, 3, 4); B = CUDA.rand(Float32, 5, 2); # GPU matrix - @test HVI.ones_similar_x(A, 3) isa Vector - @test HVI.ones_similar_x(A, size(A,1)) isa Vector + @test HVI.ones_similar_x(A, 3) isa FillArrays.AbstractFill #Vector + @test HVI.ones_similar_x(A, size(A,1)) isa FillArrays.AbstractFill #Vector#Vector @test HVI.ones_similar_x(B, size(B,1)) isa CuArray @test HVI.ones_similar_x(ComponentVector(b=B), size(B,1)) isa CuArray @test HVI.ones_similar_x(B', size(B,1)) isa CuArray From 6ed66417334395c9868c8a69da986821e3083eec Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 16:47:30 +0200 Subject: [PATCH 4/9] update tutorials for priors and changed PBMApplicator --- docs/src/tutorials/Project.toml | 1 + docs/src/tutorials/basic_cpu.md | 6 +++--- .../figure-commonmark/cell-11-output-1.png | Bin 100472 -> 94243 bytes .../figure-commonmark/cell-12-output-1.png | Bin 120615 -> 121596 bytes .../figure-commonmark/cell-13-output-1.png | Bin 69824 -> 62400 bytes .../figure-commonmark/cell-10-output-1.png | Bin 103008 -> 119485 bytes .../figure-commonmark/cell-11-output-1.png | Bin 149649 -> 147290 bytes .../figure-commonmark/cell-12-output-1.png | Bin 147289 -> 122345 bytes .../figure-commonmark/cell-9-output-1.png | Bin 97288 -> 93772 bytes docs/src/tutorials/inspect_results.md | 4 ++-- .../figure-commonmark/cell-10-output-1.png | Bin 98280 -> 98211 bytes .../figure-commonmark/cell-13-output-1.png | Bin 81385 -> 80782 bytes .../figure-commonmark/cell-8-output-1.png | Bin 92057 -> 89652 bytes .../intermediate/basic_cpu_results.jld2 | Bin 197807 -> 191535 bytes docs/src/tutorials/lux_gpu.md | 13 ++++++++----- docs/src/tutorials/lux_gpu.qmd | 13 ++++++++----- 16 files changed, 22 insertions(+), 15 deletions(-) diff --git a/docs/src/tutorials/Project.toml b/docs/src/tutorials/Project.toml index 6a3bf83..59ffeee 100644 --- a/docs/src/tutorials/Project.toml +++ b/docs/src/tutorials/Project.toml @@ -8,6 +8,7 @@ DistributionFits = "45214091-1ed4-4409-9bcf-fdb48a05e921" HybridVariationalInference = "a108c475-a4e2-4021-9a84-cfa7df242f64" JLD2 = "033835bb-8acc-5ee8-8aae-3f567f8a3819" Lux = "b2108857-7c20-44ae-9111-449ecde12c47" +MLDataDevices = "7e8f7934-dd98-4c1a-8fe8-92b47a384d40" MLUtils = "f1d291b0-491e-4a28-83b9-f70985020b54" OptimizationOptimisers = "42dfb2eb-d2b4-4451-abcd-913932933ac1" PairPlots = "43a3c2be-4208-490b-832a-a21dcd55d7da" diff --git a/docs/src/tutorials/basic_cpu.md b/docs/src/tutorials/basic_cpu.md index 5a50ff7..e1a80c9 100644 --- a/docs/src/tutorials/basic_cpu.md +++ b/docs/src/tutorials/basic_cpu.md @@ -104,14 +104,14 @@ HVI is an approximate bayesian analysis and combines prior information on the parameters with the model and observed data. Here, we provide a wide prior by fitting a Lognormal distributions to -- the mean corresponding to the initial value provided above -- the 0.95-quantile 3 times the mean +- the mode corresponding to the initial value provided above +- the 0.95-quantile 3 times the mode using the `DistributionFits.jl` package. ``` julia θall = vcat(θP, θM) priors_dict = Dict{Symbol, Distribution}( - keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95))) + keys(θall) .=> fit.(LogNormal, θall, QuantilePoint.(θall .* 3, 0.95), Val(:mode))) ``` ## Observations, model drivers and covariates diff --git a/docs/src/tutorials/blocks_corr_files/figure-commonmark/cell-11-output-1.png b/docs/src/tutorials/blocks_corr_files/figure-commonmark/cell-11-output-1.png index 6a60d64a597402478c2c7553ff15dfd17689b8a2..deb0d1da8011c70306702b2aa5bfe769a6d11b77 100644 GIT binary patch literal 94243 zcmcel+IX_1{9o!ar=sxFq3 zZCbTjrO~R@+KsJRedkAOU$ttrOt)35H}hJxGTGUxm7G_6mYpfT=;&oR!?#r{sXX!L zkC*{cy?B2sEAvtI{(rp7=^SulQ=8`I`(!8Ob1mMLCvWsJdW%P);rXT2Uq?hXyF@lCHywXe zCi$_t^knl0>2BS+MJ>|%^_Ri_?|)@piTUfVnw<73lV;Amwy|UPg}3(q;m~{ds=s;+ zn0hN~+2XNV6gQ2TGe>zstj?j6C%2vdkQLr@;LJ&{llKK)xp_0vc8^IPH8r0;5^B>j z{+yB|t*mUD8{9=MTUfNq4e9Fk@_Jmr*C#9DjlI`DcrbnJR;8=k`i$uy zDXFfnAHC$!*^1Y%uiid5PGR^e!=)EL_uON$Y_z%gi_wziI-@;3b$Si)eDN{6IcZ#^ z^6AC*x7L?kTs-bH+BuKygg1O->LR_zN?#CDGQ>!@1}l4;upo{rmxwr%hEL;om;A@p%Khyw%UGmWA3Zl z2g}l2+B;nQ`Q?#m&E+AEuu^>3_}xZJt~jSjOG}Tm zwUy!<>=*rgRH3Y_tZln?6<*(JoMxW$+%o3i*eyjjZx*`hr}@2}tYp^o&Bf8t@#J*v z>v0AldM*XqcI*iL=W;do`maAQCZw+E$H&T(?xh;vzq~Ilit79Nai)R8{Q2{1Uu>UP z_hiL0??+3{d6!@QBg^mg75>x4)m44@`8^R4lF{3@XI2FFGA?~{??^*K^}dG6$Ppbn zbeMN9)q$HH9-%yZ*PT0)_XgBieR=;Vq|D>x!ALW4Gk^W{*QAuh#I{|#cJ04%)vC#p zCtry>b?Q_`bJLHGojX^C54tq(1bw z&TO&fukN2v33i$^eY&NURmWhbZ80$xBS*H1xssc^l0f!;aBiu}s8OSgAFp_}=0eSt z&eM-gRZ=uuczLIui{-?LnnQ-jZ7cqqtp2F>ofV_QHN}H8%1s3 zKBl^4&(J9g7HGVGbS^oSrAnV)+*3&`S!}G_ipSpV#lAm#wy(Xi|5{Q_aoV(L`UVDs zR@WG7jqdLso~bO)*(Q=Bzi`qh!WZ&wN_}6)xyMO!kZBk5RWY@w-l|rZHrk@$-&l`9@Hy0~6 zd9qA%WAzBV-8ZcFn8b9~v@Nf!9OGbSW~MYEFn+w9ot^z)!ra-}`S9VxmpzOsYl`|t zPI4za9(WjCxOh=dvP}qiTr!`65gHomsNE(ioZu~>E*bm0=+IeC$CcZO-*WEU5WYM) zwKRF6i_vaxdCE;?VPx{;;vEA;JWjt9Fmy_?ZT_Q2yV?3w6E> zT(n_bQ9F;aQ=7>B+6OL?wVz5SR#JvC4VONRe-_ldCzaq_`1Hb1sZEVv-;_Fj{P=I>8@g%@960~V#*T&y zZ>{B)#Ns$P^;z*`ncTpcr}q=d6U`bn{`~RPVBsxQ&kMCwkuOYH^X?kf^S*z2 zeLa5Y_Rb213#DsoYpI;AM~oP8t+=>>#9jF&CD|)9JiKqeew%LW9^#@O=k?&Ud-o?< z%W|D=?H{E*_fovr1)`mpv6?W!rTp@`_~N>%Vk=9_c`RUr($MI+fer0etXR?CCQg47 zbx+aAqv%_0@;!dfOZlB-WV_({Z{P=J_a>!Hv4YieprP)D2 zFK_HFe30hSv17*yN3-v*`aWI#arn&B3rCF}-Fn2&Pu<(Jm&(iWJXinrME0qLx7C!y zuSEqRJ^Vl29_Ky%g1;VB^F>va-s&$Nty{PLMmjd|=k>!g1GtrH7qaxjhYzMd-lfOe zR2FRU&fo%A`2%-S9ggfAvQ+u){S(P+etglMesXPamtN0ron103@aN}gJ+-G_rpS*N zJ$m$mOKXNLd3ZYKfYo*lkB6r>pL@D0eCefzU~wn(MlUnE)ggk%`1GQCVXX3`KQ%Sm zv#b3FFaA5irEu&2DBc%7-I-wQ@#yRpetmM)=SBZS2%Sbm#LX91x2Ift@?=j&hH=TE z+2@yE-#sMK*S+jiKi`+vD;%4eek?7BREf;JvZ=H8iWSKhE-2;dYW?|VPHygo@pI

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a/docs/src/tutorials/inspect_results.md b/docs/src/tutorials/inspect_results.md index 4eb8b8f..0c41fe8 100644 --- a/docs/src/tutorials/inspect_results.md +++ b/docs/src/tutorials/inspect_results.md @@ -5,7 +5,7 @@ CurrentModule = HybridVariationalInference ``` -This tutorial leads you through querying relevant information from the +This tutorial leads you through extracting relevant information from the inversion results and to produce some typical plots. First load necessary packages. @@ -110,7 +110,7 @@ In addition to the uncertainty in parameters, we are also interested in the uncertainty of predictions, i.e. the predictive posterior. 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diff --git a/docs/src/tutorials/lux_gpu.md b/docs/src/tutorials/lux_gpu.md index ade618c..9e7328c 100644 --- a/docs/src/tutorials/lux_gpu.md +++ b/docs/src/tutorials/lux_gpu.md @@ -27,6 +27,7 @@ using StableRNGs using MLUtils using JLD2 using Random +using MLDataDevices # using CairoMakie # using PairPlots # scatterplot matrices ``` @@ -88,15 +89,16 @@ Hence specify - `gdevs = (; gdev_M=gpu_device(), gdev_P=gpu_device())`: to move both ML model and PBM to GPU - `gdevs = (; gdev_M=gpu_device(), gdev_P=identity)`: to move both ML model to GPU but execute the PBM (and parameter transformation) on CPU +Currently, putting the PBM on gpu is not efficient during inversion, because +prior distribution needs to be evaluated for each sample. +However, sampling and prediction using a fitted model is efficient. + In addition, the libraries of the GPU device need to be activated by importing respective Julia packages. Currently, only CUDA is tested with this `HybridVariationalInference` package. ``` julia import CUDA, cuDNN # so that gpu_device() returns a CUDADevice -#CUDA.device!(4) -gdevs = (; gdev_M=gpu_device(), gdev_P=gpu_device()) -#gdevs = (; gdev_M=gpu_device(), gdev_P=identity) using OptimizationOptimisers import Zygote @@ -105,7 +107,7 @@ solver = HybridPosteriorSolver(; alg=Adam(0.02), n_MC=3) (; probo) = solve(prob_lux, solver; callback = callback_loss(100), epochs = 10, - gdevs, + gdevs = (; gdev_M=gpu_device(), gdev_P=identity) ); probo_lux = probo; ``` @@ -116,7 +118,8 @@ The sampling and prediction methods, also take this `gdevs` keyword argument. ``` julia n_sample_pred = 400 (y_dev, θsP_dev, θsMs_dev) = (; y, θsP, θsMs) = predict_hvi( - rng, probo_lux; n_sample_pred, gdevs); + rng, probo_lux; n_sample_pred, + gdevs = (; gdev_M=gpu_device(), gdev_P=gpu_device())); ``` If `gdev_P` is not an `AbstractGPUDevice` then all the results are on CPU. diff --git a/docs/src/tutorials/lux_gpu.qmd b/docs/src/tutorials/lux_gpu.qmd index 6072d20..44bc774 100644 --- a/docs/src/tutorials/lux_gpu.qmd +++ b/docs/src/tutorials/lux_gpu.qmd @@ -38,6 +38,7 @@ using StableRNGs using MLUtils using JLD2 using Random +using MLDataDevices # using CairoMakie # using PairPlots # scatterplot matrices ``` @@ -98,6 +99,10 @@ Hence specify - `gdevs = (; gdev_M=gpu_device(), gdev_P=gpu_device())`: to move both ML model and PBM to GPU - `gdevs = (; gdev_M=gpu_device(), gdev_P=identity)`: to move both ML model to GPU but execute the PBM (and parameter transformation) on CPU +Currently, putting the PBM on gpu is not efficient during inversion, because +prior distribution needs to be evaluated for each sample. +However, sampling and prediction using a fitted model is efficient. + In addition, the libraries of the GPU device need to be activated by importing respective Julia packages. Currently, only CUDA is tested with this `HybridVariationalInference` package. @@ -112,9 +117,6 @@ end ``` ```{julia} import CUDA, cuDNN # so that gpu_device() returns a CUDADevice -#CUDA.device!(4) -gdevs = (; gdev_M=gpu_device(), gdev_P=gpu_device()) -#gdevs = (; gdev_M=gpu_device(), gdev_P=identity) using OptimizationOptimisers import Zygote @@ -123,7 +125,7 @@ solver = HybridPosteriorSolver(; alg=Adam(0.02), n_MC=3) (; probo) = solve(prob_lux, solver; callback = callback_loss(100), epochs = 10, - gdevs, + gdevs = (; gdev_M=gpu_device(), gdev_P=identity) ); probo_lux = probo; ``` @@ -134,7 +136,8 @@ The sampling and prediction methods, also take this `gdevs` keyword argument. ```{julia} n_sample_pred = 400 (y_dev, θsP_dev, θsMs_dev) = (; y, θsP, θsMs) = predict_hvi( - rng, probo_lux; n_sample_pred, gdevs); + rng, probo_lux; n_sample_pred, + gdevs = (; gdev_M=gpu_device(), gdev_P=gpu_device())); ``` If `gdev_P` is not an `AbstractGPUDevice` then all the results are on CPU. From ec428a41e17f480a535ff21d76aeb1daf91ed1aa Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 17:12:04 +0200 Subject: [PATCH 5/9] typos --- _typos.toml | 1 + src/elbo.jl | 2 +- src/gf.jl | 2 +- src/util.jl | 6 +++--- test/test_util.jl | 4 ++-- 5 files changed, 8 insertions(+), 7 deletions(-) diff --git a/_typos.toml b/_typos.toml index 7ec6b95..e6619d1 100644 --- a/_typos.toml +++ b/_typos.toml @@ -4,3 +4,4 @@ extend-exclude = ["docs/src_stash/"] [default.extend-words] SOM = "SOM" negLogLik = "negLogLik" +Missings = "Missings" diff --git a/src/elbo.jl b/src/elbo.jl index c9d9859..726fe74 100644 --- a/src/elbo.jl +++ b/src/elbo.jl @@ -177,7 +177,7 @@ the likelihood of the observations given the parameters * prior probability of the parameters. Sometimes there is additional knowledge not encoded in the prior, such as -one parameter must be larger than another, or entropy-weights of thhe +one parameter must be larger than another, or entropy-weights of the ML-parameters, and the solver accept a function to add additional loss terms. Arguments diff --git a/src/gf.jl b/src/gf.jl index eb2eb60..4322992 100644 --- a/src/gf.jl +++ b/src/gf.jl @@ -188,7 +188,7 @@ function get_loss_gf(g, transM, transP, f, g, transMs, transP, f, xM, xP, CA.getdata(ϕc.ϕg), CA.getdata(ϕc.ϕP), pbm_covar_indices; cdev, kwargs...) nLy = sum(abs2, (y_pred .- y_o) ./ σ) - # logpdf ist not typestable for Distribution{Univariate, Continuous} + # logpdf is not typestable for Distribution{Univariate, Continuous} logpdf_t = (prior, θ) -> logpdf(prior, θ)::eltype(θP_pred) logpdf_tv = (prior, θ::AbstractVector) -> begin map(Base.Fix1(logpdf, prior), θ)::Vector{eltype(θP_pred)} diff --git a/src/util.jl b/src/util.jl index aa21c08..7947412 100644 --- a/src/util.jl +++ b/src/util.jl @@ -3,9 +3,9 @@ vectuptotupvec_allowmissing(vectup) Typesafe convert from Vector of Tuples to Tuple of Vectors. -The first variant does not allow for missings in `vectup`. -The second variant allows for missing but has `eltype` of `Union{Missing, ...}` in -all components of the returned Tuple, also when there were not missings in `vectup`. +The first variant does not allow for `missing` in `vectup`. +The second variant allows for `missing` but has `eltype` of `Union{Missing, ...}` in +all components of the returned Tuple, also when there were not `missing` in `vectup`. # Arguments * `vectup`: A Vector of identical Tuples diff --git a/test/test_util.jl b/test/test_util.jl index 4e79633..e273924 100644 --- a/test/test_util.jl +++ b/test/test_util.jl @@ -10,7 +10,7 @@ using Zygote @test typeof(first(tupvec)) == Vector{Int} # empty not allowed @test_throws Exception tupvec = vectuptotupvec([]) - # do not allow tuples of differnt types - note the Float64 in first entry + # do not allow tuples of different types - note the Float64 in first entry vectupm = [(1.00,1.01, "string 1"), (2,2.02, "string 2",:asymbol)] @test_throws Exception tupvecm = vectuptotupvec(vectupm) # @@ -36,7 +36,7 @@ end; # do not allow tuples of different length vectupm = [(1,1.01, "string 1"), (2,2.02, "string 2",:asymbol)] @test_throws Exception tupvecm = vectuptotupvec_allowmissing(vectupm) - # do not allow tuples of differnt types - note the Float64 in first entry + # do not allow tuples of different types - note the Float64 in first entry vectupm = [(1.00,1.01, "string 1"), (2,2.02, "string 2",:asymbol)] @test_throws Exception tupvecm = vectuptotupvec_allowmissing(vectupm) # From 77716d51e6cedb04c9e153925c740fc35d68c147 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 17:15:38 +0200 Subject: [PATCH 6/9] typo --- src/elbo.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/elbo.jl b/src/elbo.jl index 726fe74..cc26bec 100644 --- a/src/elbo.jl +++ b/src/elbo.jl @@ -133,7 +133,7 @@ function neg_elbo_ζtf(ζsP, ζsMs, σ, f, py, xP, y_ob, y_unc; # only Vector inferred, need to provide type hint # make that all components use the same Float type map_res = map(f_sample, eachcol(ζsP), eachslice(ζsMs; dims=3))::Vector{NTuple{4,eltype(ζsP)}} - nLys, neg_log_priors, neglogjacs, loss_penaltys = vectuptotupvec(map_res) + nLys, neg_log_priors, neglogjacs, loss_penalties = vectuptotupvec(map_res) # For robustness may compute the expectation only on the n_smallest values # because its very sensitive to few large outliers #nLys_smallest = nsmallest(n_MC_cap, nLys) # does not work with Zygote @@ -141,7 +141,7 @@ function neg_elbo_ζtf(ζsP, ζsMs, σ, f, py, xP, y_ob, y_unc; nLy = sum(nLys) / n_MC neg_log_prior = sum(neg_log_priors) / n_MC neg_log_jac = sum(neglogjacs) / n_MC - loss_penalty = sum(loss_penaltys) / n_MC + loss_penalty = sum(loss_penalties) / n_MC else @warn "neg_elbo_ζtf: TPDP n_MC_cap: implement for for logjac, loss_penalty, and neg_log_prior not capped" nLys_smallest = partialsort(nLys, 1:n_MC_cap) From cda3e9f96930b55af714b7a6bc8db3cb140cbeb7 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 17:28:11 +0200 Subject: [PATCH 7/9] remove Distributions from doctest setup --- src/util.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/util.jl b/src/util.jl index 7947412..26fc826 100644 --- a/src/util.jl +++ b/src/util.jl @@ -11,7 +11,7 @@ all components of the returned Tuple, also when there were not `missing` in `vec * `vectup`: A Vector of identical Tuples # Examples -```jldoctest; output=false, setup = :(using Distributions) +```jldoctest; output=false vectup = [(1,1.01, "string 1"), (2,2.02, "string 2")] vectuptotupvec_allowmissing(vectup) == ([1, 2], [1.01, 2.02], ["string 1", "string 2"]) # output From 60c5c8860c192ddef28efa0f010d703d1481a577 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 17:32:30 +0200 Subject: [PATCH 8/9] check for CUDA before calling CUDA --- test/test_util_gpu.jl | 21 ++++++++++++++------- 1 file changed, 14 insertions(+), 7 deletions(-) diff --git a/test/test_util_gpu.jl b/test/test_util_gpu.jl index 995d9ca..75162f8 100644 --- a/test/test_util_gpu.jl +++ b/test/test_util_gpu.jl @@ -1,18 +1,25 @@ using Test using HybridVariationalInference: HybridVariationalInference as HVI using ComponentArrays -using CUDA +using MLDataDevices +import CUDA, cuDNN using FillArrays @testset "ones_similar_x" begin A = rand(Float64, 3, 4); - B = CUDA.rand(Float32, 5, 2); # GPU matrix @test HVI.ones_similar_x(A, 3) isa FillArrays.AbstractFill #Vector @test HVI.ones_similar_x(A, size(A,1)) isa FillArrays.AbstractFill #Vector#Vector - @test HVI.ones_similar_x(B, size(B,1)) isa CuArray - @test HVI.ones_similar_x(ComponentVector(b=B), size(B,1)) isa CuArray - @test HVI.ones_similar_x(B', size(B,1)) isa CuArray - @test HVI.ones_similar_x(@view(B[:,2]), size(B,1)) isa CuArray - @test HVI.ones_similar_x(ComponentVector(b=B)[:,1], size(B,1)) isa CuArray +end + +gdev = gpu_device() +if gdev isa MLDataDevices.CUDADevice + @testset "ones_similar_x" begin + B = CUDA.rand(Float32, 5, 2); # GPU matrix + @test HVI.ones_similar_x(B, size(B,1)) isa CuArray + @test HVI.ones_similar_x(ComponentVector(b=B), size(B,1)) isa CuArray + @test HVI.ones_similar_x(B', size(B,1)) isa CuArray + @test HVI.ones_similar_x(@view(B[:,2]), size(B,1)) isa CuArray + @test HVI.ones_similar_x(ComponentVector(b=B)[:,1], size(B,1)) isa CuArray + end end From 7a349957a025243e318684ab587469f69a477090 Mon Sep 17 00:00:00 2001 From: Thomas Wutzler Date: Sat, 23 Aug 2025 17:37:22 +0200 Subject: [PATCH 9/9] update doctest to qualify vectuptotupvec --- src/util.jl | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/util.jl b/src/util.jl index 26fc826..ff898d5 100644 --- a/src/util.jl +++ b/src/util.jl @@ -13,7 +13,8 @@ all components of the returned Tuple, also when there were not `missing` in `vec # Examples ```jldoctest; output=false vectup = [(1,1.01, "string 1"), (2,2.02, "string 2")] -vectuptotupvec_allowmissing(vectup) == ([1, 2], [1.01, 2.02], ["string 1", "string 2"]) +HybridVariationalInference.vectuptotupvec_allowmissing(vectup) == + ([1, 2], [1.01, 2.02], ["string 1", "string 2"]) # output true ```

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