Test with Tapir

test/Project.toml

@@ -30,6 +30,7 @@ SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
 StableRNGs = "860ef19b-820b-49d6-a774-d7a799459cd3"
 StatsBase = "2913bbd2-ae8a-5f71-8c99-4fb6c76f3a91"
 StatsFuns = "4c63d2b9-4356-54db-8cca-17b64c39e42c"
+Tapir = "07d77754-e150-4737-8c94-cd238a1fb45b"
 Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 TimerOutputs = "a759f4b9-e2f1-59dc-863e-4aeb61b1ea8f"
 Tracker = "9f7883ad-71c0-57eb-9f7f-b5c9e6d3789c"
@@ -67,6 +68,7 @@ SpecialFunctions = "0.10.3, 1, 2"
 StableRNGs = "1"
 StatsBase = "0.33, 0.34"
 StatsFuns = "0.9.5, 1"
+Tapir = "0.2.24"
 TimerOutputs = "0.5"
 Tracker = "0.2.11"
 Zygote = "0.5.4, 0.6"

test/mcmc/Inference.jl

@@ -2,6 +2,7 @@ module InferenceTests
 
 using ..Models: gdemo_d, gdemo_default
 using ..NumericalTests: check_gdemo, check_numerical
+using ..ADUtils: adbackends
 using Distributions: Bernoulli, Beta, InverseGamma, Normal
 using Distributions: sample
 import DynamicPPL
@@ -11,10 +12,11 @@ using LinearAlgebra: I
 import MCMCChains
 import Random
 import ReverseDiff
+import Tapir
 using Test: @test, @test_throws, @testset
 using Turing
 
-@testset "Testing inference.jl with $adbackend" for adbackend in (AutoForwardDiff(; chunksize=0), AutoReverseDiff(; compile=false))
+@testset "Testing inference.jl with $adbackend" for adbackend in adbackends
     # Only test threading if 1.3+.
     if VERSION > v"1.2"
         @testset "threaded sampling" begin

test/mcmc/abstractmcmc.jl

@@ -1,5 +1,6 @@
 module AbstractMCMCTests
 
+using ..ADUtils: adbackends
 using AdvancedMH: AdvancedMH
 using Distributions: sample
 using Distributions.FillArrays: Zeros
@@ -11,6 +12,7 @@ using LogDensityProblemsAD: LogDensityProblemsAD
 using Random: Random
 using ReverseDiff: ReverseDiff
 using StableRNGs: StableRNG
+import Tapir
 using Test: @test, @test_throws, @testset
 using Turing
 using Turing.Inference: AdvancedHMC
@@ -112,8 +114,7 @@ end
 
 @testset "External samplers" begin
     @testset "AdvancedHMC.jl" begin
-        # Try a few different AD backends.
-        @testset "adtype=$adtype" for adtype in [AutoForwardDiff(), AutoReverseDiff()]
+        @testset "adtype=$adtype" for adtype in adbackends
             @testset "$(model.f)" for model in DynamicPPL.TestUtils.DEMO_MODELS
                 # Need some functionality to initialize the sampler.
                 # TODO: Remove this once the constructors in the respective packages become "lazy".

test/mcmc/gibbs.jl

@@ -2,19 +2,19 @@ module GibbsTests
 
 using ..Models: MoGtest_default, gdemo, gdemo_default
 using ..NumericalTests: check_MoGtest_default, check_gdemo, check_numerical
+using ..ADUtils: adbackends
 using Distributions: InverseGamma, Normal
 using Distributions: sample
 using ForwardDiff: ForwardDiff
 using Random: Random
 using ReverseDiff: ReverseDiff
+import Tapir
 using Test: @test, @testset
 using Turing
 using Turing: Inference
 using Turing.RandomMeasures: ChineseRestaurantProcess, DirichletProcess
 
-@testset "Testing gibbs.jl with $adbackend" for adbackend in (
-    AutoForwardDiff(; chunksize=0), AutoReverseDiff(; compile=false)
-)
+@testset "Testing gibbs.jl with $adbackend" for adbackend in adbackends
     @testset "gibbs constructor" begin
         N = 500
         s1 = Gibbs(HMC(0.1, 5, :s, :m; adtype=adbackend))

test/mcmc/gibbs_conditional.jl

@@ -2,6 +2,7 @@ module GibbsConditionalTests
 
 using ..Models: gdemo, gdemo_default
 using ..NumericalTests: check_gdemo, check_numerical
+using ..ADUtils: adbackends
 using Clustering: Clustering
 using Distributions: Categorical, InverseGamma, Normal, sample
 using ForwardDiff: ForwardDiff
@@ -11,12 +12,11 @@ using ReverseDiff: ReverseDiff
 using StableRNGs: StableRNG
 using StatsBase: counts
 using StatsFuns: StatsFuns
+import Tapir
 using Test: @test, @testset
 using Turing
 
-@testset "Testing gibbs conditionals.jl with $adbackend" for adbackend in (
-    AutoForwardDiff(; chunksize=0), AutoReverseDiff(; compile=false)
-)
+@testset "Testing gibbs conditionals.jl with $adbackend" for adbackend in adbackends
     Random.seed!(1000)
     rng = StableRNG(123)
 

test/mcmc/hmc.jl

@@ -3,6 +3,7 @@ module HMCTests
 using ..Models: gdemo_default
 #using ..Models: gdemo
 using ..NumericalTests: check_gdemo, check_numerical
+using ..ADUtils: adbackends
 using Distributions: Bernoulli, Beta, Categorical, Dirichlet, Normal, Wishart, sample
 import DynamicPPL
 using DynamicPPL: Sampler
@@ -13,10 +14,11 @@ using LinearAlgebra: I, dot, vec
 import Random
 using StableRNGs: StableRNG
 using StatsFuns: logistic
+import Tapir
 using Test: @test, @test_logs, @testset
 using Turing
 
-@testset "Testing hmc.jl with $adbackend" for adbackend in (AutoForwardDiff(; chunksize=0), AutoReverseDiff(; compile=false))
+@testset "Testing hmc.jl with $adbackend" for adbackend in adbackend
     # Set a seed
     rng = StableRNG(123)
     @testset "constrained bounded" begin

test/mcmc/sghmc.jl

@@ -2,15 +2,17 @@ module SGHMCTests
 
 using ..Models: gdemo_default
 using ..NumericalTests: check_gdemo
+using ..ADUtils: adbackends
 using Distributions: sample
 import ForwardDiff
 using LinearAlgebra: dot
 import ReverseDiff
 using StableRNGs: StableRNG
+import Tapir
 using Test: @test, @testset
 using Turing
 
-@testset "Testing sghmc.jl with $adbackend" for adbackend in (AutoForwardDiff(; chunksize=0), AutoReverseDiff(; compile=false))
+@testset "Testing sghmc.jl with $adbackend" for adbackend in adbackends
     @testset "sghmc constructor" begin
         alg = SGHMC(; learning_rate=0.01, momentum_decay=0.1, adtype=adbackend)
         @test alg isa SGHMC
@@ -36,7 +38,7 @@ using Turing
     end
 end
 
-@testset "Testing sgld.jl with $adbackend" for adbackend in (AutoForwardDiff(; chunksize=0), AutoReverseDiff(; compile=false))
+@testset "Testing sgld.jl with $adbackend" for adbackend in adbackends
     @testset "sgld constructor" begin
         alg = SGLD(; stepsize=PolynomialStepsize(0.25), adtype=adbackend)
         @test alg isa SGLD

test/runtests.jl

@@ -7,6 +7,7 @@ import Turing
 
 include(pkgdir(Turing) * "/test/test_utils/models.jl")
 include(pkgdir(Turing) * "/test/test_utils/numerical_tests.jl")
+include(pkgdir(Turing) * "/test/test_utils/ad_utils.jl")
 
 Turing.setprogress!(false)