MCMCChains=7

[penelopeysm]

No description provided.

[github-actions]

Benchmark Report for Commit 0d8f59b

Computer Information

Julia Version 1.11.5
Commit 760b2e5b739 (2025-04-14 06:53 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 | Dimension |  AD Backend |      VarInfo Type | Linked | Eval Time / Ref Time | AD Time / Eval Time |
|-----------------------|-----------|-------------|-------------------|--------|----------------------|---------------------|
| Simple assume observe |         1 | forwarddiff |             typed |  false |                  9.6 |                 1.6 |
|           Smorgasbord |       201 | forwarddiff |             typed |  false |                679.1 |                39.9 |
|           Smorgasbord |       201 | forwarddiff | simple_namedtuple |   true |                328.6 |                62.0 |
|           Smorgasbord |       201 | forwarddiff |           untyped |   true |               1226.2 |                29.1 |
|           Smorgasbord |       201 | forwarddiff |       simple_dict |   true |               3263.7 |                25.4 |
|           Smorgasbord |       201 | reversediff |             typed |   true |               1459.3 |                29.8 |
|           Smorgasbord |       201 |    mooncake |             typed |   true |                951.7 |                 5.4 |
|    Loop univariate 1k |      1000 |    mooncake |             typed |   true |               5549.4 |                 4.2 |
|       Multivariate 1k |      1000 |    mooncake |             typed |   true |               1059.1 |                 8.7 |
|   Loop univariate 10k |     10000 |    mooncake |             typed |   true |              62204.9 |                 3.8 |
|      Multivariate 10k |     10000 |    mooncake |             typed |   true |               9284.3 |                 9.5 |
|               Dynamic |        10 |    mooncake |             typed |   true |                135.4 |                12.7 |
|              Submodel |         1 |    mooncake |             typed |   true |                 13.4 |                 6.6 |
|                   LDA |        12 | reversediff |             typed |   true |                487.5 |                 5.1 |

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 82.91%. Comparing base (2fd1897) to head (0d8f59b).
Report is 1 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main     #934   +/-   ##
=======================================
  Coverage   82.91%   82.91%           
=======================================
  Files          36       36           
  Lines        3962     3962           
=======================================
  Hits         3285     3285           
  Misses        677      677           

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[coveralls]

Pull Request Test Coverage Report for Build 15212426515

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage remained the same at 83.08%

---

Totals
Change from base Build 15212394290:	0.0%
Covered Lines:	3285
Relevant Lines:	3954

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💛 - Coveralls