Update Enzyme usage in test files #162
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Replace all instances of `AutoEnzyme()` with `AutoEnzyme(; mode=Enzyme.set_runtime_activity(Enzyme.Reverse), function_annotation=Enzyme.Const )` in the following files: * `test/inference/repgradelbo_distributionsad.jl` * `test/inference/repgradelbo_locationscale_bijectors.jl` * `test/inference/repgradelbo_locationscale.jl` * `test/inference/scoregradelbo_distributionsad.jl` * `test/inference/scoregradelbo_locationscale_bijectors.jl`
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Benchmark Results
| Benchmark suite | Current: acf55fc | Previous: 3b795fd | Ratio |
|---|---|---|---|
normal/RepGradELBO + STL/meanfield/Zygote |
15198724796 ns |
16473872136 ns |
0.92 |
normal/RepGradELBO + STL/meanfield/ForwardDiff |
3240455962.5 ns |
3304125733.5 ns |
0.98 |
normal/RepGradELBO + STL/meanfield/ReverseDiff |
3069781398 ns |
3094818311.5 ns |
0.99 |
normal/RepGradELBO + STL/fullrank/Zygote |
14849629285 ns |
16338470403 ns |
0.91 |
normal/RepGradELBO + STL/fullrank/ForwardDiff |
3567893647.5 ns |
3688626107 ns |
0.97 |
normal/RepGradELBO + STL/fullrank/ReverseDiff |
5663062388 ns |
5646882456 ns |
1.00 |
normal/RepGradELBO/meanfield/Zygote |
7039209760 ns |
7530702671 ns |
0.93 |
normal/RepGradELBO/meanfield/ForwardDiff |
2432843392 ns |
2353602785 ns |
1.03 |
normal/RepGradELBO/meanfield/ReverseDiff |
1324250921 ns |
1313395716.5 ns |
1.01 |
normal/RepGradELBO/fullrank/Zygote |
7055155643 ns |
7682697941 ns |
0.92 |
normal/RepGradELBO/fullrank/ForwardDiff |
2633336787 ns |
2635490263.5 ns |
1.00 |
normal/RepGradELBO/fullrank/ReverseDiff |
2446923916 ns |
2436281408 ns |
1.00 |
normal + bijector/RepGradELBO + STL/meanfield/Zygote |
23812917423 ns |
25565717237 ns |
0.93 |
normal + bijector/RepGradELBO + STL/meanfield/ForwardDiff |
9910518313 ns |
10309343356 ns |
0.96 |
normal + bijector/RepGradELBO + STL/meanfield/ReverseDiff |
4461054562 ns |
4476042343 ns |
1.00 |
normal + bijector/RepGradELBO + STL/fullrank/Zygote |
24066961876 ns |
25818366598 ns |
0.93 |
normal + bijector/RepGradELBO + STL/fullrank/ForwardDiff |
10881089019 ns |
10786917463 ns |
1.01 |
normal + bijector/RepGradELBO + STL/fullrank/ReverseDiff |
7750916721 ns |
7641622123 ns |
1.01 |
normal + bijector/RepGradELBO/meanfield/Zygote |
15331386356 ns |
15735398805 ns |
0.97 |
normal + bijector/RepGradELBO/meanfield/ForwardDiff |
9388134243 ns |
9335421424 ns |
1.01 |
normal + bijector/RepGradELBO/meanfield/ReverseDiff |
2544179631 ns |
2541208289 ns |
1.00 |
normal + bijector/RepGradELBO/fullrank/Zygote |
15668964233 ns |
16236341205 ns |
0.97 |
normal + bijector/RepGradELBO/fullrank/ForwardDiff |
9871406635 ns |
10048414269 ns |
0.98 |
normal + bijector/RepGradELBO/fullrank/ReverseDiff |
4050689049.5 ns |
3948466684 ns |
1.03 |
This comment was automatically generated by workflow using github-action-benchmark.
Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #162 +/- ##
=======================================
Coverage ? 91.73%
=======================================
Files ? 13
Lines ? 351
Branches ? 0
=======================================
Hits ? 322
Misses ? 29
Partials ? 0 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Replace all instances of
AutoEnzyme()withAutoEnzyme(; mode=Enzyme.set_runtime_activity(Enzyme.Reverse), function_annotation=Enzyme.Const )in the following files:test/inference/repgradelbo_distributionsad.jltest/inference/repgradelbo_locationscale_bijectors.jltest/inference/repgradelbo_locationscale.jltest/inference/scoregradelbo_distributionsad.jltest/inference/scoregradelbo_locationscale_bijectors.jl