v0.39 #1082
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v0.39 #1082
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Codecov Report❌ Patch coverage is
Additional details and impacted files@@ Coverage Diff @@
## main #1082 +/- ##
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+ Coverage 81.48% 81.84% +0.35%
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Files 40 42 +2
Lines 3845 3921 +76
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+ Hits 3133 3209 +76
Misses 712 712 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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Benchmark Report for Commit 535ce4fComputer InformationBenchmark Results |
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DynamicPPL.jl documentation for PR #1082 is available at: |
* Fast Log Density Function * Make it work with AD * Optimise performance for identity VarNames * Mark `get_range_and_linked` as having zero derivative * Update comment * make AD testing / benchmarking use FastLDF * Fix tests * Optimise away `make_evaluate_args_and_kwargs` * const func annotation * Disable benchmarks on non-typed-Metadata-VarInfo * Fix `_evaluate!!` correctly to handle submodels * Actually fix submodel evaluate * Document thoroughly and organise code * Support more VarInfos, make it thread-safe (?) * fix bug in parsing ranges from metadata/VNV * Fix get_param_eltype for TSVI * Disable Enzyme benchmark * Don't override _evaluate!!, that breaks ForwardDiff (sometimes) * Move FastLDF to experimental for now * Fix imports, add tests, etc * More test fixes * Fix imports / tests * Remove AbstractFastEvalContext * Changelog and patch bump * Add correctness tests, fix imports * Concretise parameter vector in tests * Add zero-allocation tests * Add Chairmarks as test dep * Disable allocations tests on multi-threaded * Fast InitContext (#1125) * Make InitContext work with OnlyAccsVarInfo * Do not convert NamedTuple to Dict * remove logging * Enable InitFromPrior and InitFromUniform too * Fix `infer_nested_eltype` invocation * Refactor FastLDF to use InitContext * note init breaking change * fix logjac sign * workaround Mooncake segfault * fix changelog too * Fix get_param_eltype for context stacks * Add a test for threaded observe * Export init * Remove dead code * fix transforms for pathological distributions * Tidy up loads of things * fix typed_identity spelling * fix definition order * Improve docstrings * Remove stray comment * export get_param_eltype (unfortunatley) * Add more comment * Update comment * Remove inlines, fix OAVI docstring * Improve docstrings * Simplify InitFromParams constructor * Replace map(identity, x[:]) with [i for i in x[:]] * Simplify implementation for InitContext/OAVI * Add another model to allocation tests Co-authored-by: Markus Hauru <[email protected]> * Revert removal of dist argument (oops) * Format * Update some outdated bits of FastLDF docstring * remove underscores --------- Co-authored-by: Markus Hauru <[email protected]>
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This is the regular PR for accumulating breaking changes, to be released in the next minor version of DynamicPPL.
Potential 0.39 changes
Largely speaking I (Penny) am fairly happy with the general state of DPPL now. By far the biggest pain point for me, and the only thing I feel like I really want to change in the short term, is ThreadSafeVarInfo. Apart from that, in my opinion, it's now a good time to spend more resources on Turing, samplers, and optimisation.
Suggestions welcome.