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Tweak parameter recovery testing #503
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Try this Pull Request!Open Julia and type: import Pkg
Pkg.activate(temp=true)
Pkg.add(url="https://github.com/CDCgov/Rt-without-renewal", rev="tweak-recovery-benchmarks", subdir="EpiAware")
using EpiAware |
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
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Any thoughts on this failing? It would be nice to get this in to speed up CI |
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfoTarget
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
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I'm looking at this. |
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@seabbs My investigation is that the way the parameter recovery tests are set up has hard to identify parameters: essentially the dispersion of the Neg Bin vs the parameters that govern fluctuation magnitude of the latent process. Also the parameters I chose for the AR process lead to high noise at stationarity. This explains the slow sampling and (probably) the brittleness. My proposal is to tweak by:
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Alternative is to use a longer average and/or less relatively variable delay process: this decouples the obs noise from the process noise better. |
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfoTarget
Baseline
Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
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Good investigation. Agree that this makes sense. We don't need these tests to be incredibly hard and right now we just want them to be stable and pass! |
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I think this is a good change. Lets see the CI.
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfoTarget
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Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
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Co-authored-by: Samuel Brand <48288458+SamuelBrand1@users.noreply.github.com>
More samples but shorter generated data
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Codecov ReportAll modified and coverable lines are covered by tests ✅
Additional details and impacted files@@ Coverage Diff @@
## main #503 +/- ##
=======================================
Coverage 89.87% 89.88%
=======================================
Files 51 52 +1
Lines 741 751 +10
=======================================
+ Hits 666 675 +9
- Misses 75 76 +1 ☔ View full report in Codecov by Sentry. |
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Agree. Great to see a speed up here.
Benchmark resultJudge resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsA ratio greater than
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfoTarget
Baseline
Target resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Baseline resultBenchmark Report for /home/runner/work/Rt-without-renewal/Rt-without-renewalJob Properties
ResultsBelow is a table of this job's results, obtained by running the benchmarks.
Benchmark Group ListHere's a list of all the benchmark groups executed by this job:
Julia versioninfo
Runtime information
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This PR attempts to hotfix the parameter recovery unit tests by:
It also turns off progress in the sampling to make testing less noisy.