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Add Mooncake to list of tested AD backends #40

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Add Mooncake to list of tested AD backends #40

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133f5b7
Add Mooncake to list of tested AD backends
penelopeysm Feb 1, 2025
88a5926
Fix other dependencies / compats
penelopeysm Feb 1, 2025
8de31b3
Fix more errors
penelopeysm Feb 1, 2025
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12 changes: 8 additions & 4 deletions Project.toml
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Original file line number Diff line number Diff line change
@@ -1,17 +1,19 @@
name = "TuringBenchmarking"
uuid = "0db1332d-5c25-4deb-809f-459bc696f94f"
authors = ["Tor Erlend Fjelde <[email protected]> and contributors"]
version = "0.5.8"
version = "0.5.9"

[deps]
ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
AbstractMCMC = "80f14c24-f653-4e6a-9b94-39d6b0f70001"
BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
DifferentiationInterface = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
LogDensityProblems = "6fdf6af0-433a-55f7-b3ed-c6c6e0b8df7c"
LogDensityProblemsAD = "996a588d-648d-4e1f-a8f0-a84b347e47b1"
Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
Requires = "ae029012-a4dd-5104-9daa-d747884805df"
ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
Expand All @@ -24,19 +26,21 @@ BridgeStan = "c88b6f0a-829e-4b0b-94b7-f06ab5908f5a"
TuringBenchmarkingBridgeStanExt = "BridgeStan"

[compat]
ADTypes = "0.2, 1"
ADTypes = "1"
AbstractMCMC = "5"
BenchmarkTools = "1"
BridgeStan = "2"
DynamicPPL = "0.24.7, 0.25, 0.27, 0.28, 0.29, 0.30, 0.31, 0.32, 0.33, 0.34"
DifferentiationInterface = "0.6.32"
DynamicPPL = "0.30, 0.31, 0.32, 0.33, 0.34"
ForwardDiff = "0.10.3"
LogDensityProblems = "2"
LogDensityProblemsAD = "1"
Mooncake = "0.4.79"
PrettyTables = "2"
Requires = "1"
ReverseDiff = "1.14"
Zygote = "0.6"
julia = "1.6"
julia = "1.10"

[extras]
BridgeStan = "c88b6f0a-829e-4b0b-94b7-f06ab5908f5a"
1 change: 0 additions & 1 deletion docs/Project.toml
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Expand Up @@ -4,4 +4,3 @@ Turing = "fce5fe82-541a-59a6-adf8-730c64b5f9a0"

[compat]
Documenter = "1"
Turing = "0.30"
8 changes: 6 additions & 2 deletions src/TuringBenchmarking.jl
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Expand Up @@ -18,6 +18,7 @@ using DynamicPPL: DynamicPPL
using ForwardDiff: ForwardDiff
using ReverseDiff: ReverseDiff
using Zygote: Zygote
using Mooncake: Mooncake

if !isdefined(Base, :get_extension)
using Requires
Expand All @@ -31,23 +32,26 @@ const DEFAULT_ADBACKENDS = [
AutoReverseDiff(compile=false),
AutoReverseDiff(compile=true),
AutoZygote(),
AutoMooncake(; config=nothing),
]

backend_label(x) = "$x"
backend_label(::AutoForwardDiff) = "ForwardDiff"
function backend_label(ad::AutoReverseDiff)
"ReverseDiff" * (ad.compile ? " [compiled]" : "")
function backend_label(::AutoReverseDiff{compiled}) where compiled
"ReverseDiff" * (compiled ? " [compiled]" : "")
end
backend_label(::AutoZygote) = "Zygote"
backend_label(::AutoTracker) = "Tracker"
backend_label(::AutoEnzyme) = "Enzyme"
backend_label(::AutoMooncake) = "Mooncake"

const SYMBOL_TO_BACKEND = Dict(
:forwarddiff => AutoForwardDiff(chunksize=0),
:reversediff => AutoReverseDiff(compile=false),
:reversediff_compiled => AutoReverseDiff(compile=true),
:zygote => AutoZygote(),
:tracker => AutoTracker(),
:mooncake => AutoMooncake(; config=nothing),
)

to_backend(x) = error("Unknown backend: $x")
Expand Down
2 changes: 2 additions & 0 deletions test/Project.toml
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Original file line number Diff line number Diff line change
@@ -1,10 +1,12 @@
[deps]
ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"
BenchmarkTools = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
DifferentiationInterface = "a0c0ee7d-e4b9-4e03-894e-1c5f64a51d63"
Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f"
DistributionsAD = "ced4e74d-a319-5a8a-b0ac-84af2272839c"
DynamicPPL = "366bfd00-2699-11ea-058f-f148b4cae6d8"
ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"
Mooncake = "da2b9cff-9c12-43a0-ae48-6db2b0edb7d6"
ReverseDiff = "37e2e3b7-166d-5795-8a7a-e32c996b4267"
Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
4 changes: 3 additions & 1 deletion test/runtests.jl
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Expand Up @@ -6,6 +6,8 @@ using ADTypes

using Zygote: Zygote
using ReverseDiff: ReverseDiff
using Mooncake: Mooncake
import DifferentiationInterface

# Just make things run a bit faster.
BenchmarkTools.DEFAULT_PARAMETERS.seconds = 1
Expand Down Expand Up @@ -80,7 +82,7 @@ ADBACKENDS = TuringBenchmarking.DEFAULT_ADBACKENDS
varinfo = DynamicPPL.VarInfo(model)
suite = TuringBenchmarking.make_turing_suite(
model;
adbackends=[:forwarddiff, :reversediff, :reversediff_compiled, :zygote],
adbackends=[:forwarddiff, :reversediff, :reversediff_compiled, :zygote, :mooncake],
varinfo=varinfo,
)
results = run(suite, verbose=true)
Expand Down
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