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AdvancedVI.jl documentation for PR #198 is available at:
https://TuringLang.github.io/AdvancedVI.jl/previews/PR198/

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Benchmark Results

Benchmark suite Current: f127988 Previous: 42d235a Ratio
normal/RepGradELBO + STL/meanfield/Zygote 3985767278.5 ns 3823141660.5 ns 1.04
normal/RepGradELBO + STL/meanfield/ReverseDiff 1118580308 ns 1128004145 ns 0.99
normal/RepGradELBO + STL/meanfield/Mooncake 1197668314 ns 1179827506 ns 1.02
normal/RepGradELBO + STL/fullrank/Zygote 3924752383.5 ns 3762412274 ns 1.04
normal/RepGradELBO + STL/fullrank/ReverseDiff 1629681094.5 ns 1611187350 ns 1.01
normal/RepGradELBO + STL/fullrank/Mooncake 1250589134 ns 1242351003 ns 1.01
normal/RepGradELBO/meanfield/Zygote 2798460000.5 ns 2662823833 ns 1.05
normal/RepGradELBO/meanfield/ReverseDiff 772147834 ns 789245459 ns 0.98
normal/RepGradELBO/meanfield/Mooncake 1072832563 ns 1054135201 ns 1.02
normal/RepGradELBO/fullrank/Zygote 2804566824 ns 2682198828 ns 1.05
normal/RepGradELBO/fullrank/ReverseDiff 974039794 ns 970282821.5 ns 1.00
normal/RepGradELBO/fullrank/Mooncake 1118626813 ns 1120961948 ns 1.00
normal + bijector/RepGradELBO + STL/meanfield/Zygote 5582256782 ns 5436986751 ns 1.03
normal + bijector/RepGradELBO + STL/meanfield/ReverseDiff 2426663727 ns 2431065453 ns 1.00
normal + bijector/RepGradELBO + STL/meanfield/Mooncake 4152552455.5 ns 4065696364 ns 1.02
normal + bijector/RepGradELBO + STL/fullrank/Zygote 5637673197 ns 5491324287 ns 1.03
normal + bijector/RepGradELBO + STL/fullrank/ReverseDiff 3085582160 ns 3048976469.5 ns 1.01
normal + bijector/RepGradELBO + STL/fullrank/Mooncake 4248129134 ns 4183503753 ns 1.02
normal + bijector/RepGradELBO/meanfield/Zygote 4300903302.5 ns 4179372624 ns 1.03
normal + bijector/RepGradELBO/meanfield/ReverseDiff 2033139189 ns 2020227335 ns 1.01
normal + bijector/RepGradELBO/meanfield/Mooncake 3930877890 ns 3938573772 ns 1.00
normal + bijector/RepGradELBO/fullrank/Zygote 4391320371.5 ns 4316523619.5 ns 1.02
normal + bijector/RepGradELBO/fullrank/ReverseDiff 2329607176 ns 2288965446 ns 1.02
normal + bijector/RepGradELBO/fullrank/Mooncake 4080309429 ns 4060171998 ns 1.00

This comment was automatically generated by workflow using github-action-benchmark.

@Red-Portal Red-Portal merged commit 91b99a4 into main Aug 23, 2025
28 of 34 checks passed
@Red-Portal Red-Portal deleted the aggregate_coverage branch August 23, 2025 23:27
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