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supersedes #1107, #1108

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github-actions bot commented Nov 1, 2025

Benchmark Report for Commit 7bcae9f

Computer Information

Julia Version 1.11.7
Commit f2b3dbda30a (2025-09-08 12:10 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: Linux (x86_64-linux-gnu)
  CPU: 4 × AMD EPYC 7763 64-Core Processor
  WORD_SIZE: 64
  LLVM: libLLVM-16.0.6 (ORCJIT, znver3)
Threads: 1 default, 0 interactive, 1 GC (on 4 virtual cores)

Benchmark Results

┌───────────────────────┬───────┬─────────────┬───────────────────┬────────┬────────────────┬─────────────────┐
│                 Model │   Dim │  AD Backend │           VarInfo │ Linked │ t(eval)/t(ref) │ t(grad)/t(eval) │
├───────────────────────┼───────┼─────────────┼───────────────────┼────────┼────────────────┼─────────────────┤
│ Simple assume observe │     1 │ forwarddiff │             typed │  false │            6.0 │             1.9 │
│           Smorgasbord │   201 │ forwarddiff │             typed │  false │          712.7 │            44.4 │
│           Smorgasbord │   201 │ forwarddiff │ simple_namedtuple │   true │          406.7 │            56.5 │
│           Smorgasbord │   201 │ forwarddiff │           untyped │   true │          758.1 │            39.2 │
│           Smorgasbord │   201 │ forwarddiff │       simple_dict │   true │         6643.1 │            25.0 │
│           Smorgasbord │   201 │ forwarddiff │      typed_vector │   true │          788.3 │            41.9 │
│           Smorgasbord │   201 │ forwarddiff │    untyped_vector │   true │          748.1 │            41.4 │
│           Smorgasbord │   201 │ reversediff │             typed │   true │          879.4 │            45.4 │
│           Smorgasbord │   201 │    mooncake │             typed │   true │          702.4 │             6.0 │
│           Smorgasbord │   201 │      enzyme │             typed │   true │          886.6 │             4.1 │
│    Loop univariate 1k │  1000 │    mooncake │             typed │   true │         3943.1 │             5.5 │
│       Multivariate 1k │  1000 │    mooncake │             typed │   true │         1007.2 │             8.8 │
│   Loop univariate 10k │ 10000 │    mooncake │             typed │   true │        42969.4 │             5.4 │
│      Multivariate 10k │ 10000 │    mooncake │             typed │   true │         9147.9 │             9.6 │
│               Dynamic │    10 │    mooncake │             typed │   true │          117.4 │            11.6 │
│              Submodel │     1 │    mooncake │             typed │   true │            8.4 │             6.8 │
│                   LDA │    12 │ reversediff │             typed │   true │          969.0 │             2.1 │
└───────────────────────┴───────┴─────────────┴───────────────────┴────────┴────────────────┴─────────────────┘

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codecov bot commented Nov 1, 2025

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 81.17%. Comparing base (80cf12d) to head (7bcae9f).
⚠️ Report is 1 commits behind head on main.

Additional details and impacted files
@@           Coverage Diff           @@
##             main    #1109   +/-   ##
=======================================
  Coverage   81.17%   81.17%           
=======================================
  Files          40       40           
  Lines        3793     3793           
=======================================
  Hits         3079     3079           
  Misses        714      714           

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@penelopeysm penelopeysm added this pull request to the merge queue Nov 1, 2025
@penelopeysm penelopeysm removed this pull request from the merge queue due to a manual request Nov 1, 2025
@penelopeysm penelopeysm merged commit 8c34394 into main Nov 1, 2025
20 checks passed
@penelopeysm penelopeysm deleted the py/ci branch November 1, 2025 14:47
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