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CompatHelper: bump compat for DifferentiationInterface to 0.7 for package test, (keep existing compat) #917

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This pull request changes the compat entry for the DifferentiationInterface package from 0.6.41 to 0.6.41, 0.7 for package test.
This keeps the compat entries for earlier versions.

Note: I have not tested your package with this new compat entry.
It is your responsibility to make sure that your package tests pass before you merge this pull request.

@devmotion devmotion force-pushed the compathelper/new_version/2025-05-13-00-15-37-635-01906607924 branch from 2606837 to 1dfcf21 Compare May 13, 2025 00:15
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github-actions bot commented May 13, 2025

Benchmark Report for Commit 1dfcf21

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 |                  9.4 |                 1.6 |
|           Smorgasbord |       201 | forwarddiff |             typed |  false |                746.1 |                33.2 |
|           Smorgasbord |       201 | forwarddiff | simple_namedtuple |   true |                355.1 |                53.7 |
|           Smorgasbord |       201 | forwarddiff |           untyped |   true |               1222.7 |                27.1 |
|           Smorgasbord |       201 | forwarddiff |       simple_dict |   true |               3421.8 |                23.3 |
|           Smorgasbord |       201 | reversediff |             typed |   true |               1454.2 |                29.3 |
|           Smorgasbord |       201 |    mooncake |             typed |   true |                973.2 |                 5.1 |
|    Loop univariate 1k |      1000 |    mooncake |             typed |   true |               5487.6 |                 4.0 |
|       Multivariate 1k |      1000 |    mooncake |             typed |   true |                982.2 |                 8.9 |
|   Loop univariate 10k |     10000 |    mooncake |             typed |   true |              61383.6 |                 3.7 |
|      Multivariate 10k |     10000 |    mooncake |             typed |   true |               8668.4 |                 9.8 |
|               Dynamic |        10 |    mooncake |             typed |   true |                128.0 |                14.2 |
|              Submodel |         1 |    mooncake |             typed |   true |                 13.5 |                 6.5 |
|                   LDA |        12 | reversediff |             typed |   true |                457.4 |                 5.7 |

@penelopeysm
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Done in #922

@yebai yebai deleted the compathelper/new_version/2025-05-13-00-15-37-635-01906607924 branch May 20, 2025 13:49
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