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JAX pytestsExpected failure testJax vs Fortran: standard statsRun Jax Python vs Fortran cases w varying flagsfalse#3660616365414444clubb_branch_jax #3636false3611101FAILURE1792482044649https://carson.math.uwm.edu/jenkins/job/clubb_branch_jax/36/- src/generalized_grid_test.F90src/CLUBB_core/setup_clubb_pdf_params.F90src/CLUBB_core/fill_holes.F90clubb_python_api/clubb_f2py.pyfsrc/G_unit_test_types/mu_sigma_hm_tests.F90clubb_python_api/pytests/auto_llm_generated_pytests/test_call_tree_precipitation_fraction.pyclubb_python_api/f2py_fortran_wrappers/precipitation_fraction_wrapper.F90clubb_python_api/clubb_python/CLUBB_core/precipitation_fraction.pysrc/Microphys/pdf_hydromet_microphys_wrapper.F90src/CLUBB_core/precipitation_fraction.F908369512fcc6487603491e12ac13376de2aec2a0b1792463005000https://carson.math.uwm.edu/jenkins/user/noreplynoreplynoreply@github.comClubb params 1d to 2d fix (#1392)
* Fix: clubb params is a shape (ngrdcol,nparams) that is passed into subroutines that expect a 1d array
Also fixed dependent other places in code and changed the python api. This is BIT_CHANGING for multicol.
If a 2d array is passed into a function that expects the arr to be 1d fortran just passes the first col of the arr.
Therefore the changes dont affect single col runs. For multicol runs other indexing is needed
* fill_holes_vertical_api expects the passed gr%dzt to have shape(ngrdcol,nz) but the code passes the whole gr%dzt array although each column is traversed one by one.
So ngrdcol=1 is passed each time.
No effect on single col, as with ngrdcol = 1, gr%dzt and gr%dzt(1:1,:) are the same.
Affects multicol if l_hole_fill = .true. and the hydrometeor is a mixing ratio (name starts with r) and
some value is actually negative
Therefore BIT_CHANGING
2026-10-19 21:23:25 -05008369512fcc6487603491e12ac13376de2aec2a0bClubb params 1d to 2d fix (#1392)editsrc/G_unit_test_types/mu_sigma_hm_tests.F90editsrc/CLUBB_core/fill_holes.F90editsrc/CLUBB_core/precipitation_fraction.F90editclubb_python_api/clubb_f2py.pyfeditclubb_python_api/clubb_python/CLUBB_core/precipitation_fraction.pyeditclubb_python_api/pytests/auto_llm_generated_pytests/test_call_tree_precipitation_fraction.pyeditclubb_python_api/f2py_fortran_wrappers/precipitation_fraction_wrapper.F90editsrc/CLUBB_core/setup_clubb_pdf_params.F90editsrc/Microphys/pdf_hydromet_microphys_wrapper.F90editsrc/generalized_grid_test.F90
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Pass each column’s parameters into PDF preparation and its own grid spacing into hydrometeor hole filling after the master multi-column fix. The previous scalar remapping disagreed with current Fortran from step 2.
Six focused eager/JIT checks pass, covering column independence, conserved mass and derivatives. Both regressions detect the retained pre-fix adapters; full case comparisons are in progress.
2026-10-20 02:35:51 -05007fc8280d9ce3fe0ec51bf5e7f3cfd3a0e7c8838aAlign JAX microphysics with per-column Fortran inputseditclubb_jax/src/CLUBB_core/fill_holes.pyeditclubb_jax/src/Microphys/pdf_hydromet_microphys_wrapper.pyaddclubb_jax/pytests/auto_llm_generated_pytests/test_multicolumn_microphys_adapters.py
- tests/run_jax_vs_fortran_cases.py05e5a9ebe39c01681f423a7dc09ef62a4222b1d01792481763000https://carson.math.uwm.edu/jenkins/user/hueblerGunther Hueblerhuebler@uwm.eduKeep the legacy DYCOMS comparison below its roundoff-sensitive interval
Reduce the dycoms2_rf02_ds curated limit from 240 to the requested 230 steps. Historical Jenkins runs first fail the cumulative comparison at step 236; matched local runs fail at 242. Tolerances and saved fields stay unchanged.
A one-ULP entrainment perturbation in Fortran alone produces a similar late failure. Identical-input parcel checks agree within 6.3e-9 m, and the matched historical coherent run agrees through 360 steps. This evidence concerns the pre-master multi-column configuration; corrected-master validation is in progress.
2026-10-20 02:36:03 -050005e5a9ebe39c01681f423a7dc09ef62a4222b1d0Keep the legacy DYCOMS comparison below its roundoff-sensitive intervaledittests/run_jax_vs_fortran_cases.py
githttps://carson.math.uwm.edu/jenkins/user/hueblerGunther Hueblerhttps://carson.math.uwm.edu/jenkins/user/noreplynoreplyfalse36https://carson.math.uwm.edu/jenkins/job/clubb_branch_jax/36/34https://carson.math.uwm.edu/jenkins/job/clubb_branch_jax/34/