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@yebai yebai commented Mar 7, 2025

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@yebai yebai marked this pull request as draft March 7, 2025 20:54
@yebai yebai marked this pull request as ready for review March 7, 2025 21:05
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Benchmark Results

Benchmark suite Current: 9c0f5a1 Previous: 3be1642 Ratio
normal/RepGradELBO + STL/meanfield/Zygote 15268227831 ns 14980534698 ns 1.02
normal/RepGradELBO + STL/meanfield/ForwardDiff 4661195851.5 ns 3360287490.5 ns 1.39
normal/RepGradELBO + STL/meanfield/ReverseDiff 3493310916.5 ns 2999653700 ns 1.16
normal/RepGradELBO + STL/meanfield/Mooncake 2364358424 ns
normal/RepGradELBO + STL/fullrank/Zygote 15036837444 ns 14810835957 ns 1.02
normal/RepGradELBO + STL/fullrank/ForwardDiff 4590655504.5 ns 3682730935.5 ns 1.25
normal/RepGradELBO + STL/fullrank/ReverseDiff 6643798760 ns 5441913254 ns 1.22
normal/RepGradELBO + STL/fullrank/Mooncake 2556282286 ns
normal/RepGradELBO/meanfield/Zygote 6855856358 ns 6425100925 ns 1.07
normal/RepGradELBO/meanfield/ForwardDiff 2658078233.5 ns 2472716383 ns 1.07
normal/RepGradELBO/meanfield/ReverseDiff 1515429693 ns 1292234444.5 ns 1.17
normal/RepGradELBO/meanfield/Mooncake 2010756890 ns
normal/RepGradELBO/fullrank/Zygote 6811331275 ns 6500866779 ns 1.05
normal/RepGradELBO/fullrank/ForwardDiff 3016433357 ns 2751367950 ns 1.10
normal/RepGradELBO/fullrank/ReverseDiff 2881258931.5 ns 2419214101 ns 1.19
normal/RepGradELBO/fullrank/Mooncake 2103630151 ns
normal + bijector/RepGradELBO + STL/meanfield/Zygote 23725644327 ns 23254123961 ns 1.02
normal + bijector/RepGradELBO + STL/meanfield/ForwardDiff 14096079499 ns 10238288685 ns 1.38
normal + bijector/RepGradELBO + STL/meanfield/ReverseDiff 4862868085 ns 4293528199.5 ns 1.13
normal + bijector/RepGradELBO + STL/meanfield/Mooncake 7406624033 ns
normal + bijector/RepGradELBO + STL/fullrank/Zygote 23654757456 ns 23446182027 ns 1.01
normal + bijector/RepGradELBO + STL/fullrank/ForwardDiff 14779668391 ns 11328482141 ns 1.30
normal + bijector/RepGradELBO + STL/fullrank/ReverseDiff 8600935396 ns 7455285269 ns 1.15
normal + bijector/RepGradELBO + STL/fullrank/Mooncake 7718196287 ns
normal + bijector/RepGradELBO/meanfield/Zygote 14838387820 ns 14198751671 ns 1.05
normal + bijector/RepGradELBO/meanfield/ForwardDiff 11694154607 ns 9059050445 ns 1.29
normal + bijector/RepGradELBO/meanfield/ReverseDiff 2658072656 ns 2445393132 ns 1.09
normal + bijector/RepGradELBO/meanfield/Mooncake 7050874728 ns
normal + bijector/RepGradELBO/fullrank/Zygote 14986076265 ns 14562819368 ns 1.03
normal + bijector/RepGradELBO/fullrank/ForwardDiff 11759409303 ns 10012012606 ns 1.17
normal + bijector/RepGradELBO/fullrank/ReverseDiff 4388542308 ns 3838232280 ns 1.14
normal + bijector/RepGradELBO/fullrank/Mooncake 7099938374 ns

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

@yebai yebai merged commit de0efea into main Mar 7, 2025
13 of 16 checks passed
@yebai yebai deleted the yebai-patch-1 branch March 7, 2025 22:25
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