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Merged
merged 4 commits into from
Sep 26, 2025
Merged

add Enzyme benchmarks and incorporate some CompatHelper bits #1056

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213ec24
Add Enzyme to benchmark tests
wsmoses Sep 14, 2025
a93015b
Add compat entries, format
penelopeysm Sep 25, 2025
a54ffd3
restrict to smorgasbord for now
penelopeysm Sep 25, 2025
643dd12
add enzyme to the correct env
penelopeysm Sep 25, 2025
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2 changes: 2 additions & 0 deletions benchmarks/Project.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@ ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
LogDensityProblems = "6fdf6af0-433a-55f7-b3ed-c6c6e0b8df7c"
Expand All @@ -23,6 +24,7 @@ ADTypes = "1.14.0"
BenchmarkTools = "1.6.0"
Distributions = "0.25.117"
DynamicPPL = "0.37"
Enzyme = "0.13"
ForwardDiff = "0.10.38, 1"
LogDensityProblems = "2.1.2"
Mooncake = "0.4"
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1 change: 1 addition & 0 deletions benchmarks/benchmarks.jl
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Expand Up @@ -43,6 +43,7 @@ chosen_combinations = [
("Smorgasbord", smorgasbord_instance, :simple_dict, :forwarddiff, true),
("Smorgasbord", smorgasbord_instance, :typed, :reversediff, true),
("Smorgasbord", smorgasbord_instance, :typed, :mooncake, true),
("Smorgasbord", smorgasbord_instance, :typed, :enzyme, true),
("Loop univariate 1k", loop_univariate1k, :typed, :mooncake, true),
("Multivariate 1k", multivariate1k, :typed, :mooncake, true),
("Loop univariate 10k", loop_univariate10k, :typed, :mooncake, true),
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6 changes: 5 additions & 1 deletion benchmarks/src/DynamicPPLBenchmarks.jl
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Expand Up @@ -13,7 +13,7 @@ using StableRNGs: StableRNG

include("./Models.jl")
using .Models: Models

using Enzyme: Enzyme
export Models, make_suite, model_dimension

"""
Expand All @@ -37,6 +37,10 @@ const SYMBOL_TO_BACKEND = Dict(
:reversediff => ADTypes.AutoReverseDiff(; compile=false),
:reversediff_compiled => ADTypes.AutoReverseDiff(; compile=true),
:mooncake => ADTypes.AutoMooncake(; config=nothing),
:enzyme => ADTypes.AutoEnzyme(;
mode=Enzyme.set_runtime_activity(Enzyme.Reverse),
function_annotation=Enzyme.Const,
),
)

to_backend(x) = error("Unknown backend: $x")
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1 change: 1 addition & 0 deletions docs/Project.toml
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Expand Up @@ -24,5 +24,6 @@ FillArrays = "0.13, 1"
ForwardDiff = "0.10, 1"
JET = "0.9, 0.10"
LogDensityProblems = "2"
MarginalLogDensities = "0.4"
MCMCChains = "5, 6, 7"
StableRNGs = "1"
1 change: 1 addition & 0 deletions test/Project.toml
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Expand Up @@ -44,6 +44,7 @@ EnzymeCore = "0.6 - 0.8"
ForwardDiff = "0.10.12, 1"
JET = "0.9 - 0.10.6"
LogDensityProblems = "2"
MarginalLogDensities = "0.4"
MCMCChains = "7.2.1"
MacroTools = "0.5.6"
OrderedCollections = "1"
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