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+ source /etc/profile.d/larson-group.sh
++ export GIT_EDITOR=vi
++ GIT_EDITOR=vi
++ export SVN_EDITOR=vi
++ SVN_EDITOR=vi
++ export OMP_STACKSIZE=1048579
++ OMP_STACKSIZE=1048579
++ export LMOD_ROOT=/opt/lmod/
++ LMOD_ROOT=/opt/lmod/
++ source /opt/lmod//lmod/lmod/init/bash
+++ '[' -z '' ']'
+++ case "$-" in
+++ __lmod_vx=x
+++ '[' -n x ']'
+++ set +x
Shell debugging temporarily silenced: export LMOD_SH_DBG_ON=1 for this output (/usr/local/spack/opt/spack/linux-pop22-skylake_avx512/gcc-12.2.0/lmod-8.7.37-qorv6nkkjzyzntx6wbjupmoxrot26t6r/lmod/lmod/init/bash)
Shell debugging restarted
+++ unset __lmod_vx
+++ find /usr/local/spack/share/spack/lmod/linux-pop22-x86_64/Core -print -quit
++ export MODULEPATH=/usr/local/spack/share/spack/lmod/linux-pop22-x86_64/Core
++ MODULEPATH=/usr/local/spack/share/spack/lmod/linux-pop22-x86_64/Core
+ module load gcc netcdf-fortran
+ '[' -z '' ']'
+ case "$-" in
+ __lmod_sh_dbg=x
+ '[' -n x ']'
+ set +x
Shell debugging temporarily silenced: export LMOD_SH_DBG_ON=1 for Lmod's output
Lmod Warning:
-------------------------------------------------------------------------------
The following dependent module(s) are not currently loaded:
gcc-runtime/13.1.0-wiuv7wc (required by: mpich/4.2.1, hdf5/1.14.3-cb5lzz7,
netcdf-c/4.9.2, netcdf-fortran/4.5.3), glibc/2.35-tdr5czg (required by:
mpich/4.2.1, hdf5/1.14.3-cb5lzz7, netcdf-c/4.9.2, netcdf-fortran/4.5.3)
-------------------------------------------------------------------------------



Shell debugging restarted
+ unset __lmod_sh_dbg
+ return 0
+ python run_scripts/run_G_unit_tests.py
Running G_unit_tests
 
Performing KK integrals tests
 
Percent Difference Tolerance (maximum acceptable percent difference between the CLUBB results and the MATLAB results using the same equations):   1.50000E-12
 
Saturation option (x2_opt for covariance integrals and x1_opt for mean integrals):  1
 
Agreement with regards to integral:  Quadrivariate NNLL
Obtained result:    3.940566852245362E-04
MATLAB result:    3.940566852245361E-04
Percent difference:   1.37569E-14%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x1)
Obtained result:    3.927115990964176E-04
MATLAB result:    3.927115990964175E-04
Percent difference:   2.76081E-14%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x2)
Obtained result:    3.959157231937519E-04
MATLAB result:    3.959157231937519E-04
Percent difference:   1.36923E-14%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x1 and x2)
Obtained result:    3.961224408774508E-04
MATLAB result:    3.961224408774508E-04
Percent difference:   1.36852E-14%
 
Agreement with regards to integral:  Trivariate NNL
Obtained result:    5.957899876478518E-10
MATLAB result:    5.957899876478559E-10
Percent difference:   6.94188E-13%
 
Agreement with regards to integral:  Trivariate NNL (const. x1)
Obtained result:    5.299646183560617E-10
MATLAB result:    5.299646183560650E-10
Percent difference:   6.24329E-13%
 
Agreement with regards to integral:  Trivariate NNL (const. x2)
Obtained result:    5.543555152546510E-10
MATLAB result:    5.543555152546526E-10
Percent difference:   2.98430E-13%
 
Agreement with regards to integral:  Trivariate NNL (const. x1 and x2)
Obtained result:    5.286452253001267E-10
MATLAB result:    5.286452253001284E-10
Percent difference:   3.12944E-13%
 
--------------------------------------------------
 
Agreement with regards to integral:  Trivariate NLL
Obtained result:   -9.854231981928352E-04
MATLAB result:   -9.854231981928350E-04
Percent difference:   2.20048E-14%
 
Agreement with regards to integral:  Trivariate NLL (const. x1)
Obtained result:   -9.922448817549015E-04
MATLAB result:   -9.922448817549015E-04
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Bivariate NL
Obtained result:    8.940070763287877E-09
MATLAB result:    8.940070763287870E-09
Percent difference:   7.40201E-14%
 
Agreement with regards to integral:  Bivariate NL (const. x1)
Obtained result:    8.942709549399747E-09
MATLAB result:    8.942709549399743E-09
Percent difference:   3.69991E-14%
 
Agreement with regards to integral:  Bivariate LL
Obtained result:    1.007487885941809E-02
MATLAB result:    1.007487885941809E-02
Percent difference:   1.72183E-14%
 
==================================================
 
Saturation option (x2_opt for covariance integrals and x1_opt for mean integrals):  2
 
Agreement with regards to integral:  Quadrivariate NNLL
Obtained result:   -4.441972023148827E-05
MATLAB result:   -4.441972023148829E-05
Percent difference:   4.57652E-14%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x1)
Obtained result:   -4.559373570842309E-05
MATLAB result:   -4.559373570842311E-05
Percent difference:   4.45868E-14%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x2)
Obtained result:   -5.040842768062482E-05
MATLAB result:   -5.040842768062482E-05
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x1 and x2)
Obtained result:   -5.038775591225493E-05
MATLAB result:   -5.038775591225493E-05
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Trivariate NNL
Obtained result:    4.629614112194526E-09
MATLAB result:    4.629614112194527E-09
Percent difference:   1.78672E-14%
 
Agreement with regards to integral:  Trivariate NNL (const. x1)
Obtained result:    4.604609365066508E-09
MATLAB result:    4.604609365066509E-09
Percent difference:   1.79642E-14%
 
Agreement with regards to integral:  Trivariate NNL (const. x2)
Obtained result:    4.685272472815394E-09
MATLAB result:    4.685272472815394E-09
Percent difference:   1.76549E-14%
 
Agreement with regards to integral:  Trivariate NNL (const. x1 and x2)
Obtained result:    4.683452323676534E-09
MATLAB result:    4.683452323676534E-09
Percent difference:   0.00000E+00%
 
--------------------------------------------------
 
Agreement with regards to integral:  Trivariate NLL
Obtained result:   -1.088125285831538E-04
MATLAB result:   -1.088125285831538E-04
Percent difference:   2.49099E-14%
 
Agreement with regards to integral:  Trivariate NLL (const. x1)
Obtained result:   -9.922448817549016E-05
MATLAB result:   -9.922448817549016E-05
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Bivariate NL
Obtained result:    7.907812698669825E-10
MATLAB result:    7.907812698669821E-10
Percent difference:   5.23015E-14%
 
Agreement with regards to integral:  Bivariate NL (const. x1)
Obtained result:    6.330953526469324E-10
MATLAB result:    6.330953526469324E-10
Percent difference:   0.00000E+00%
 
==================================================
 
Saturation option (x2_opt for covariance integrals and x1_opt for mean integrals):  3
 
Agreement with regards to integral:  Quadrivariate NNLL
Obtained result:   -7.622010070476262E-05
MATLAB result:   -7.622010070476262E-05
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x1)
Obtained result:   -7.695119321547280E-05
MATLAB result:   -7.695119321547280E-05
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x2)
Obtained result:   -1.000000000000000E-04
MATLAB result:   -1.000000000000000E-04
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Quadrivariate NNLL (const. x1 and x2)
Obtained result:   -1.000000000000000E-04
MATLAB result:   -1.000000000000000E-04
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Trivariate NNL
Obtained result:    4.851589269710427E-09
MATLAB result:    4.851589269710427E-09
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Trivariate NNL (const. x1)
Obtained result:    4.837259568295437E-09
MATLAB result:    4.837259568295437E-09
Percent difference:   1.71002E-14%
 
Agreement with regards to integral:  Trivariate NNL (const. x2)
Obtained result:    5.000000000000000E-09
MATLAB result:    5.000000000000000E-09
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Trivariate NNL (const. x1 and x2)
Obtained result:    5.000000000000000E-09
MATLAB result:    5.000000000000000E-09
Percent difference:   0.00000E+00%
 
--------------------------------------------------
 
Agreement with regards to integral:  Trivariate NLL
Obtained result:   -4.609761356905442E-05
MATLAB result:   -4.609761356905441E-05
Percent difference:   1.46998E-14%
 
Agreement with regards to integral:  Trivariate NLL (const. x1)
Obtained result:    0.000000000000000E+00
MATLAB result:    0.000000000000000E+00
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Bivariate NL
Obtained result:    3.254808634091251E-10
MATLAB result:    3.254808634091251E-10
Percent difference:   0.00000E+00%
 
Agreement with regards to integral:  Bivariate NL (const. x1)
Obtained result:    0.000000000000000E+00
MATLAB result:    0.000000000000000E+00
Percent difference:   0.00000E+00%
 
==================================================
 
Success!
 ==================================================
  
 Performing correlation cholesky matrix setup tests
  
 correlation matrix :
   1.0000000000000000        0.0000000000000000        0.0000000000000000     
   0.0000000000000000        1.0000000000000000        0.0000000000000000     
   0.0000000000000000        0.0000000000000000        1.0000000000000000     
  
 Agreement
 Result:  
   1.0000000000000000        0.0000000000000000        0.0000000000000000     
   0.0000000000000000        1.0000000000000000        0.0000000000000000     
   0.0000000000000000        0.0000000000000000        1.0000000000000000     
  
 --
  
 correlation matrix :
   1.0000000000000000        1.0000000000000000        1.0000000000000000     
   0.0000000000000000        1.0000000000000000        1.0000000000000000     
   0.0000000000000000        0.0000000000000000        1.0000000000000000     
  
 Agreement
 Result:  
   1.0000000000000000        1.0000000000000000        1.0000000000000000     
   0.0000000000000000        0.0000000000000000        0.0000000000000000     
   0.0000000000000000        0.0000000000000000        0.0000000000000000     
  
 --
  
 correlation matrix :
   1.0000000000000000       0.86602540378443860       0.86602540378443860     
   0.0000000000000000        1.0000000000000000       0.86602540378443860     
   0.0000000000000000        0.0000000000000000        1.0000000000000000     
  
 Agreement
 Result:  
   1.0000000000000000       0.86602540378443860       0.86602540378443860     
   0.0000000000000000       0.50000000000000011       0.43301270189221941     
   0.0000000000000000        0.0000000000000000       0.25000000000000011     
  
 --
  
 ==================================================
  
 Performing correlation matrix approximation tests
  
 correlation cholesky matrix :
   1.0000000000000000        0.0000000000000000        0.0000000000000000     
   0.0000000000000000        1.0000000000000000        0.0000000000000000     
   0.0000000000000000        0.0000000000000000        1.0000000000000000     
  
 Agreement
 Result:  
   1.0000000000000000        0.0000000000000000        0.0000000000000000     
   0.0000000000000000        1.0000000000000000        0.0000000000000000     
   0.0000000000000000        0.0000000000000000        1.0000000000000000     
  
 --
  
 correlation cholesky matrix :
   1.0000000000000000        1.0000000000000000        1.0000000000000000     
   0.0000000000000000        0.0000000000000000        0.0000000000000000     
   0.0000000000000000        0.0000000000000000        0.0000000000000000     
  
 Agreement
 Result:  
   1.0000000000000000        1.0000000000000000        1.0000000000000000     
   1.0000000000000000        1.0000000000000000        1.0000000000000000     
   1.0000000000000000        1.0000000000000000        1.0000000000000000     
  
 --
  
 correlation cholesky matrix :
   1.0000000000000000       0.86602540378443860       0.86602540378443860     
   0.0000000000000000       0.50000000000000011       0.43301270189221941     
   0.0000000000000000        0.0000000000000000       0.25000000000000011     
  
 Agreement
 Result:  
   1.0000000000000000       0.86602540378443860       0.86602540378443860     
  0.86602540378443860        1.0000000000000000       0.96650635094610959     
  0.86602540378443860       0.96650635094610959        1.0000000000000000     
  
 --
  
 ==================================================
  
 Success!
 ==================================================
  
 Performing hole_filling_hm_one_lev_tests
  
 Hole-filling was conservative
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: Hole filling failed! A hole could not be filled.
 Hole-filling was conservative
 Hole not entirely filled, as expected
 Hole-filling was conservative
 ==================================================
  
 Success!
 ==================================================
  
 Performing fill_holes_hydromet_tests
  
 testset_in(:,           1 ) =    1.0000000000000000        2.0000000000000000        3.0000000000000000        4.0000000000000000        5.0000000000000000        6.0000000000000000     
 testset_in(:,           2 ) =    6.0000000000000000        5.0000000000000000        4.0000000000000000        3.0000000000000000        2.0000000000000000        1.0000000000000000     
 testset_in(:,           3 ) =    3.0000000000000000        3.0000000000000000        3.0000000000000000        4.0000000000000000        4.0000000000000000        4.0000000000000000     
 testset_in(:,           4 ) =    1.0000000000000000        3.0000000000000000        2.0000000000000000        1.0000000000000000       -1.0000000000000000        0.0000000000000000     
 testset_in(:,           5 ) =    1.0000000000000000       -2.0000000000000000       -4.0000000000000000       -3.0000000000000000       -1.0000000000000000        0.0000000000000000     
 testset_in(:,           6 ) =    2.0000000000000000       -1.0000000000000000       -1.0000000000000000        1.0000000000000000       -1.0000000000000000        0.0000000000000000     
 testset_in(:,           7 ) =    1.0000000000000000        4.0000000000000000        2.0000000000000000        3.0000000000000000       -1.0000000000000000        0.0000000000000000     
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: One-level hole filling was not able to fill holes completely! The holes were filled partially. |total_hole| > total_mass
 Warning: Hole filling failed! A hole could not be filled.
 Warning: One-level hole filling was not successful! total_mass ~= 0
 Hole-filling was conservative
 Hole-filling was conservative
 Hole-filling was conservative
 Hole not entirely filled, as expected
 Hole-filling was conservative
 Hole-filling was conservative
 Hole not entirely filled, as expected
 Hole-filling was conservative
 ==================================================
  
 Success!
 
 Nc-Ncn equations unit test
 ==========================
 
 Iteration =            1
 
 mu_chi_1 =   -1.0000000000000001E-005
 mu_chi_2 =   -5.0000000000000002E-005
 sigma_chi_1 =    1.0000000000000001E-005
 sigma_chi_2 =    1.5000000000000000E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    25000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.40000000000000002     
 mixture fraction =   0.29999999999999999     
 cloud fraction (1st PDF component) =   0.15865525393145707     
 cloud fraction (2nd PDF component) =    4.2906033319683735E-004
 cloud fraction =    4.7896918412674905E-002
 Nc_in_cloud (from Ncn) =    66978771.649335034     
 Ncm (from Ncn) =    3208076.7610693830     
 Ncnm (from Nc_in_cloud) =    50000000.000000007     
 Ncnm (from Ncm) =    50000000.000000007     
 
 Test iteration  1 is a success!
 
 ======================================================
 
 Iteration =            2
 
 mu_chi_1 =   -1.0000000000000001E-005
 mu_chi_2 =   -5.0000000000000002E-005
 sigma_chi_1 =    1.0000000000000001E-009
 sigma_chi_2 =    1.5000000000000000E-009
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    25000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.40000000000000002     
 mixture fraction =   0.29999999999999999     
 cloud fraction (1st PDF component) =    0.0000000000000000     
 cloud fraction (2nd PDF component) =    0.0000000000000000     
 cloud fraction =    0.0000000000000000     
 Nc_in_cloud (from Ncn) =    50000000.000000000     
 Ncm (from Ncn) =    0.0000000000000000     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  2 is a success!
 
 ======================================================
 
 Iteration =            3
 
 mu_chi_1 =    1.0000000000000001E-005
 mu_chi_2 =    5.0000000000000002E-005
 sigma_chi_1 =    1.0000000000000001E-005
 sigma_chi_2 =    1.5000000000000000E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    75000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.40000000000000002     
 mixture fraction =   0.29999999999999999     
 cloud fraction (1st PDF component) =   0.84134474606854293     
 cloud fraction (2nd PDF component) =   0.99957093966680322     
 cloud fraction =   0.95210308158732504     
 Nc_in_cloud (from Ncn) =    51650441.529586732     
 Ncm (from Ncn) =    49176544.545665480     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  3 is a success!
 
 ======================================================
 
 Iteration =            4
 
 mu_chi_1 =    1.0000000000000000E-008
 mu_chi_2 =   -1.0000000000000000E-008
 sigma_chi_1 =    5.0000000000000002E-005
 sigma_chi_2 =    5.0000000000000002E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    50000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.10000000000000001     
 mixture fraction =   0.50000000000000000     
 cloud fraction (1st PDF component) =   0.50007978845554835     
 cloud fraction (2nd PDF component) =   0.49992021154445165     
 cloud fraction =   0.50000000000000000     
 Nc_in_cloud (from Ncn) =    53982783.648312390     
 Ncm (from Ncn) =    26991391.824156195     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  4 is a success!
 
 ======================================================
 
 Iteration =            5
 
 mu_chi_1 =    1.0000000000000001E-005
 mu_chi_2 =    5.0000000000000002E-005
 sigma_chi_1 =    9.9999999999999995E-007
 sigma_chi_2 =    1.5000000000000000E-006
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    25000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.50000000000000000     
 mixture fraction =   0.29999999999999999     
 cloud fraction (1st PDF component) =    1.0000000000000000     
 cloud fraction (2nd PDF component) =    1.0000000000000000     
 cloud fraction =    1.0000000000000000     
 Nc_in_cloud (from Ncn) =    50000000.000000000     
 Ncm (from Ncn) =    50000000.000000000     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  5 is a success!
 
 ======================================================
 
 Iteration =            6
 
 mu_chi_1 =   -9.9999999999999995E-008
 mu_chi_2 =   -5.0000000000000002E-005
 sigma_chi_1 =    1.0000000000000001E-005
 sigma_chi_2 =    1.5000000000000000E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    50000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =    0.0000000000000000     
 mixture fraction =   0.20000000000000001     
 cloud fraction (1st PDF component) =   0.49601064368536840     
 cloud fraction (2nd PDF component) =    4.2906033319683735E-004
 cloud fraction =    9.9545377003631155E-002
 Nc_in_cloud (from Ncn) =    49999999.999999993     
 Ncm (from Ncn) =    4977268.8501815572     
 Ncnm (from Nc_in_cloud) =    49999999.999999993     
 Ncnm (from Ncm) =    49999999.999999993     
 
 Test iteration  6 is a success!
 
 ======================================================
 
 Iteration =            7
 
 mu_chi_1 =    9.9999999999999995E-007
 mu_chi_2 =   -4.9999999999999998E-007
 sigma_chi_1 =    1.0000000000000001E-005
 sigma_chi_2 =    1.5000000000000000E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    0.0000000000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.69999999999999996     
 mixture fraction =   0.20000000000000001     
 cloud fraction (1st PDF component) =   0.53982783727702899     
 cloud fraction (2nd PDF component) =   0.48670438618290790     
 cloud fraction =   0.49732907640173213     
 Nc_in_cloud (from Ncn) =    50000000.000000000     
 Ncm (from Ncn) =    24866453.820086606     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  7 is a success!
 
 ======================================================
 
 Iteration =            8
 
 mu_chi_1 =    9.9999999999999995E-007
 mu_chi_2 =   -4.9999999999999998E-007
 sigma_chi_1 =    1.0000000000000001E-005
 sigma_chi_2 =    1.5000000000000000E-009
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    75000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.69999999999999996     
 mixture fraction =   0.20000000000000001     
 cloud fraction (1st PDF component) =   0.53982783727702899     
 cloud fraction (2nd PDF component) =    0.0000000000000000     
 cloud fraction =   0.10796556745540581     
 Nc_in_cloud (from Ncn) =    81037694.237492040     
 Ncm (from Ncn) =    8749280.6436284967     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  8 is a success!
 
 ======================================================
 
 Iteration =            9
 
 mu_chi_1 =    1.0000000000000001E-005
 mu_chi_2 =   -5.0000000000000002E-005
 sigma_chi_1 =    1.0000000000000001E-009
 sigma_chi_2 =    1.5000000000000000E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    75000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.69999999999999996     
 mixture fraction =   0.20000000000000001     
 cloud fraction (1st PDF component) =    1.0000000000000000     
 cloud fraction (2nd PDF component) =    4.2906033319683735E-004
 cloud fraction =   0.20034324826655747     
 Nc_in_cloud (from Ncn) =    52151569.416871324     
 Ncm (from Ncn) =    10448214.819174858     
 Ncnm (from Nc_in_cloud) =    50000000.000000000     
 Ncnm (from Ncm) =    50000000.000000000     
 
 Test iteration  9 is a success!
 
 ======================================================
 
 Iteration =           10
 
 mu_chi_1 =    1.0000000000000001E-005
 mu_chi_2 =   -5.0000000000000002E-005
 sigma_chi_1 =    1.0000000000000001E-005
 sigma_chi_2 =    1.5000000000000000E-005
 mu_Ncn_1 = mu_Ncn_2 =    50000000.000000000     
 sigma_Ncn_1 = sigma_Ncn_2 =    75000000.000000000     
 corr_chi_Ncn_1 = corr_chi_Ncn_2 =   0.69999999999999996     
 mixture fraction =   0.20000000000000001     
 cloud fraction (1st PDF component) =   0.84134474606854293     
 cloud fraction (2nd PDF component) =    4.2906033319683735E-004
 cloud fraction =   0.16861219748026607     
 Nc_in_cloud (from Ncn) =    60768988.354576342     
 Ncm (from Ncn) =    10246392.665117815     
 Ncnm (from Nc_in_cloud) =    50000000.000000007     
 Ncnm (from Ncm) =    50000000.000000007     
 
 Test iteration 10 is a success!
 
 ======================================================
 
 Success!
 
 Performing corr_mtx_test
 
 ==================================================
 Expected:
  1.00  2.00  3.00  4.00  5.00  6.00  7.00  8.00  9.00  1.00  1.10  1.20 
  0.00  1.00  0.20  0.30  0.40  0.50  0.60  0.70  0.80  0.90  0.10  0.11 
  0.00  0.00  1.00  0.02  0.03  0.04  0.05  0.06  0.07  0.08  0.09  0.01 
  0.00  0.00  0.00  1.00 -1.00 -2.00 -3.00 -4.00 -5.00 -6.00 -7.00 -8.00 
  0.00  0.00  0.00  0.00  1.00 -0.10 -0.20 -0.30 -0.40 -0.50 -0.60 -0.70 
  0.00  0.00  0.00  0.00  0.00  1.00  0.00  0.00  0.00  0.00  0.00  0.00 
  0.00  0.00  0.00  0.00  0.00  0.00  1.00 -0.00 -0.00 -0.00 -0.00 -0.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  0.00  0.00  0.00  1.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  0.00  0.00  2.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  0.00  3.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  4.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00 
 Actual:
  1.00  2.00  3.00  4.00  5.00  6.00  7.00  8.00  9.00  1.00  1.10  1.20 
  0.00  1.00  0.20  0.30  0.40  0.50  0.60  0.70  0.80  0.90  0.10  0.11 
  0.00  0.00  1.00  0.02  0.03  0.04  0.05  0.06  0.07  0.08  0.09  0.01 
  0.00  0.00  0.00  1.00 -1.00 -2.00 -3.00 -4.00 -5.00 -6.00 -7.00 -8.00 
  0.00  0.00  0.00  0.00  1.00 -0.10 -0.20 -0.30 -0.40 -0.50 -0.60 -0.70 
  0.00  0.00  0.00  0.00  0.00  1.00  0.00  0.00  0.00  0.00  0.00  0.00 
  0.00  0.00  0.00  0.00  0.00  0.00  1.00 -0.00 -0.00 -0.00 -0.00 -0.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  0.00  0.00  0.00  1.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  0.00  0.00  2.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  0.00  3.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00  4.00 
  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  0.00  1.00 
 Success!
 ==================================================
 ==================================================
 
 Performing SILHS category test
 
 ==================================================
 Success!
 
 Performing hydrometeor mu and sigma values unit test
 ====================================================
 
 PDF parameter set 1:
 hmm =    2.0000000000000002E-005
 mixt_frac =    2.7000000000000000E-002
 precip_frac =    8.0000000000000002E-002
 precip_frac_1 =    1.0000000000000000     
 precip_frac_2 =    5.4470709146968145E-002
 hmp2_ip_on_hmm2_ip =    3.6000000000000001     
 hmm_ip =    2.5000000000000001E-004
 hmp2 =    2.2599999999999997E-008
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 2:
 hmm =    5.0000000000000004E-006
 mixt_frac =   0.50000000000000000     
 precip_frac =   0.50000000000000000     
 precip_frac_1 =   0.50000000000000000     
 precip_frac_2 =   0.50000000000000000     
 hmp2_ip_on_hmm2_ip =    1.0000000000000000     
 hmm_ip =    1.0000000000000001E-005
 hmp2 =    7.5000000000000012E-011
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 3:
 hmm =    1.0000000000000000E-010
 mixt_frac =   0.25000000000000000     
 precip_frac =   0.40000000000000002     
 precip_frac_1 =   0.75000000000000000     
 precip_frac_2 =   0.28333333333333338     
 hmp2_ip_on_hmm2_ip =   0.50000000000000000     
 hmm_ip =    2.5000000000000002E-010
 hmp2 =    2.7500000000000010E-020
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 4:
 hmm =    4.0000000000000003E-005
 mixt_frac =    1.0000000000000000E-002
 precip_frac =   0.10000000000000001     
 precip_frac_1 =    1.0000000000000000E-002
 precip_frac_2 =   0.10090909090909091     
 hmp2_ip_on_hmm2_ip =    2.5000000000000000     
 hmm_ip =    4.0000000000000002E-004
 hmp2 =    5.4400000000000004E-008
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 5:
 hmm =    4.0000000000000003E-005
 mixt_frac =   0.98999999999999999     
 precip_frac =   0.10000000000000001     
 precip_frac_1 =   0.10090909090909091     
 precip_frac_2 =    1.0000000000000278E-002
 hmp2_ip_on_hmm2_ip =    2.5000000000000000     
 hmm_ip =    4.0000000000000002E-004
 hmp2 =    5.4400000000000004E-008
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 6:
 hmm =    1.0000000000000001E-005
 mixt_frac =   0.12500000000000000     
 precip_frac =    1.0000000000000000     
 precip_frac_1 =    1.0000000000000000     
 precip_frac_2 =    1.0000000000000000     
 hmp2_ip_on_hmm2_ip =    1.5000000000000000     
 hmm_ip =    1.0000000000000001E-005
 hmp2 =    1.5000000000000005E-010
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 7:
 hmm =    6.0000000000000002E-005
 mixt_frac =    5.0000000000000003E-002
 precip_frac =   0.11000000000000000     
 precip_frac_1 =   0.90000000000000002     
 precip_frac_2 =    6.8421052631578952E-002
 hmp2_ip_on_hmm2_ip =    5.0000000000000000     
 hmm_ip =    5.4545454545454548E-004
 hmp2 =    1.9276363636363637E-007
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 8:
 hmm =    7.9999999999999996E-007
 mixt_frac =   0.80000000000000004     
 precip_frac =   0.25000000000000000     
 precip_frac_1 =   0.10000000000000001     
 precip_frac_2 =   0.85000000000000009     
 hmp2_ip_on_hmm2_ip =   0.75000000000000000     
 hmm_ip =    3.1999999999999999E-006
 hmp2 =    3.8399999999999998E-012
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 9:
 hmm =    1.3499999999999999E-005
 mixt_frac =   0.10000000000000001     
 precip_frac =   0.10000000000000001     
 precip_frac_1 =   0.50000000000000000     
 precip_frac_2 =    5.5555555555555559E-002
 hmp2_ip_on_hmm2_ip =    2.0000000000000000     
 hmm_ip =    1.3499999999999997E-004
 hmp2 =    5.2852499999999985E-009
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 PDF parameter set 10 (randomly generated):
 Random seed values =         2026           3          24        -300           3          11          51         129
 hmm =    2.4553947299393127E-005
 mixt_frac =   0.12494597824046727     
 precip_frac =   0.74386345662678521     
 precip_frac_1 =   0.34849390858753071     
 precip_frac_2 =   0.80031692546168576     
 hmp2_ip_on_hmm2_ip =    2.8679014264144649     
 hmm_ip =    3.3008675289331296E-005
 hmp2 =    2.5320117605997227E-009
 hm_tol =    1.0000000000000000E-010
 precip_frac_tol =    1.0000000000000000E-002
 
 Running tests for the above parameter set for all combinations of omicron and zeta.  Omicron values are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Checking values with precipitation in 1st PDF component only.
 
 Checking values with precipitation in 2nd PDF component only.
 
 Success!
 
 
 Performing PDF parameter values unit test
 =========================================
 
 Performing PDF parameter unit tests for ADG1
 
 PDF parameter set 1:
 wm =   -5.0000000000000001E-003
 rtm =    4.2868400000000001E-003
 thlm =    309.13099999999997     
 wp2 =    3.3741899999999998E-002
 rtp2 =    1.1786499999999999E-006
 thlp2 =    5.9920000000000001E-002
 Skw =    8.6882480819056749     
 wp3 =    5.3850099999999998E-002
 Skrt =    1.4880899999999999     
 rtp3 =    1.9041733779221134E-009
 Skthl =   -1.4580900000000001     
 thlp3 =   -2.1386614365822010E-002
 wprtp =    2.3725400000000002E-005
 wpthlp =   -5.5512699999999996E-003
 rtpthlp =   -2.3917778634313013E-004
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 2:
 wm =    1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.10000000000000001     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =   -4.5000000000000000     
 wp3 =  -0.14230249470757708     
 Skrt =    1.0000000000000000     
 rtp3 =    1.1180339887498949E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =   -5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 3:
 wm =   -1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.50000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =    4.5000000000000000     
 wp3 =    1.5909902576697321     
 Skrt =    2.5000000000000000     
 rtp3 =    2.7950849718747374E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 4:
 wm =   0.10000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    5.0000000000000000     
 rtp2 =    6.9999999999999999E-006
 thlp2 =    1.0000000000000000     
 Skw =    2.0000000000000000     
 wp3 =    22.360679774997898     
 Skrt =    1.5000000000000000     
 rtp3 =    2.7780388766178202E-008
 Skthl =   -1.5000000000000000     
 thlp3 =   -1.5000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -1.0000000000000000E-002
 rtpthlp =   -2.3811761799581318E-003
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 5:
 wm =   -1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.29999999999999999     
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.20000000000000001     
 Skw =   -2.0000000000000000     
 wp3 =  -0.32863353450309962     
 Skrt =  -0.25000000000000000     
 rtp3 =   -7.0710678118654745E-010
 Skthl =   -3.5000000000000000     
 thlp3 =  -0.31304951684997062     
 wprtp =    5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =    5.6920997883030825E-004
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 6:
 wm =   -1.0000000000000000E-002
 rtm =    5.0000000000000001E-003
 thlm =    305.00000000000000     
 wp2 =    1.0000000000000000     
 rtp2 =    4.9999999999999998E-007
 thlp2 =   0.10000000000000001     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -2.0124611797498108E-004
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 7:
 wm =   0.20000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.25000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.14999999999999999     
 Skw =   0.75000000000000000     
 wp3 =    9.3750000000000000E-002
 Skrt =    3.0000000000000000     
 rtp3 =    3.3541019662496846E-008
 Skthl =  -0.50000000000000000     
 thlp3 =   -2.9047375096555625E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -7.7942286340599491E-004
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 8:
 wm =   -2.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.0000000000000001E-016
 thlp2 =    1.0000000000000000E-004
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    9.0000000000000012E-011
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 9:
 wm =    1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.69999999999999996     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =   -1.0000000000000000     
 rtp3 =   -2.8284271247461898E-009
 Skthl =   -2.0000000000000000     
 thlp3 =   -1.1713240371477056     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    1.0648943609579309E-003
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 PDF parameter set 10 (randomly generated):
 Random seed values =         2026           3          24        -300           3          11          51         130
 wm =   -2.8921054012137515E-002
 rtm =    3.3458362906217632E-003
 thlm =    304.14581186980473     
 wp2 =   0.34191303910008464     
 rtp2 =    1.5247813877139670E-006
 thlp2 =    1.2967067390652209     
 Skw =   0.91709548401870666     
 wp3 =   0.18335301246604621     
 Skrt =   -1.3133325579207589     
 rtp3 =   -2.4727834411659490E-009
 Skthl =    1.2933972381906438     
 thlp3 =    1.9098294286343320     
 wprtp =    3.0991996041795694E-004
 wpthlp =  -0.47999425015982106     
 rtpthlp =   -1.2655146715271361E-003
 
 Running tests for the above parameter set for various values of sigma_sqd_w for the setting variable (w).  Values of sigma_sqd_w are 0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1 (or 0.99).
 
 Running tests for the above parameter set for the full PDF (the setting of sigma_sqd_w is handled the same way as in the model code).
 
 Running ADG1 expected-failure tests.
 
 ADG1_w_closure correctly failed when given wp2 = 0.
 ADG1_pdf_driver correctly failed when given thlp2 = 0.
 Success!
 
 
 Performing PDF parameter values unit test
 =========================================
 
 Performing PDF parameter unit tests for LY93
 
 PDF parameter set 1:
 wm =   -5.0000000000000001E-003
 rtm =    4.2868400000000001E-003
 thlm =    309.13099999999997     
 wp2 =    3.3741899999999998E-002
 rtp2 =    1.1786499999999999E-006
 thlp2 =    5.9920000000000001E-002
 Skw =    8.6882480819056749     
 wp3 =    5.3850099999999998E-002
 Skrt =    1.4880899999999999     
 rtp3 =    1.9041733779221134E-009
 Skthl =   -1.4580900000000001     
 thlp3 =   -2.1386614365822010E-002
 wprtp =    2.3725400000000002E-005
 wpthlp =   -5.5512699999999996E-003
 rtpthlp =   -2.3917778634313013E-004
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 2:
 wm =    1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.10000000000000001     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =   -4.5000000000000000     
 wp3 =  -0.14230249470757708     
 Skrt =    1.0000000000000000     
 rtp3 =    1.1180339887498949E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =   -5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 3:
 wm =   -1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.50000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =    4.5000000000000000     
 wp3 =    1.5909902576697321     
 Skrt =    2.5000000000000000     
 rtp3 =    2.7950849718747374E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 4:
 wm =   0.10000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    5.0000000000000000     
 rtp2 =    6.9999999999999999E-006
 thlp2 =    1.0000000000000000     
 Skw =    2.0000000000000000     
 wp3 =    22.360679774997898     
 Skrt =    1.5000000000000000     
 rtp3 =    2.7780388766178202E-008
 Skthl =   -1.5000000000000000     
 thlp3 =   -1.5000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -1.0000000000000000E-002
 rtpthlp =   -2.3811761799581318E-003
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 5:
 wm =   -1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.29999999999999999     
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.20000000000000001     
 Skw =   -2.0000000000000000     
 wp3 =  -0.32863353450309962     
 Skrt =  -0.25000000000000000     
 rtp3 =   -7.0710678118654745E-010
 Skthl =   -3.5000000000000000     
 thlp3 =  -0.31304951684997062     
 wprtp =    5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =    5.6920997883030825E-004
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 6:
 wm =   -1.0000000000000000E-002
 rtm =    5.0000000000000001E-003
 thlm =    305.00000000000000     
 wp2 =    1.0000000000000000     
 rtp2 =    4.9999999999999998E-007
 thlp2 =   0.10000000000000001     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -2.0124611797498108E-004
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 7:
 wm =   0.20000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.25000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.14999999999999999     
 Skw =   0.75000000000000000     
 wp3 =    9.3750000000000000E-002
 Skrt =    3.0000000000000000     
 rtp3 =    3.3541019662496846E-008
 Skthl =  -0.50000000000000000     
 thlp3 =   -2.9047375096555625E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -7.7942286340599491E-004
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 8:
 wm =   -2.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.0000000000000001E-016
 thlp2 =    1.0000000000000000E-004
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    9.0000000000000012E-011
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 9:
 wm =    1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.69999999999999996     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =   -1.0000000000000000     
 rtp3 =   -2.8284271247461898E-009
 Skthl =   -2.0000000000000000     
 thlp3 =   -1.1713240371477056     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    1.0648943609579309E-003
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 PDF parameter set 10 (randomly generated):
 Random seed values =         2026           3          24        -300           3          11          51         130
 wm =   -2.8921054012137515E-002
 rtm =    3.3458362906217632E-003
 thlm =    304.14581186980473     
 wp2 =   0.34191303910008464     
 rtp2 =    1.5247813877139670E-006
 thlp2 =    1.2967067390652209     
 Skw =   0.91709548401870666     
 wp3 =   0.18335301246604621     
 Skrt =   -1.3133325579207589     
 rtp3 =   -2.4727834411659490E-009
 Skthl =    1.2933972381906438     
 thlp3 =    1.9098294286343320     
 wprtp =    3.0991996041795694E-004
 wpthlp =  -0.47999425015982106     
 rtpthlp =   -1.2655146715271361E-003
 
 Running tests for the above parameter set for the setting variable (w is used here).
 
 Running tests for the above parameter set for the full PDF.
 
 Success!
 
 
 Performing PDF parameter values unit test
 =========================================
 
 Performing PDF parameter unit tests for TSDADG
 
 PDF parameter set 1:
 wm =   -5.0000000000000001E-003
 rtm =    4.2868400000000001E-003
 thlm =    309.13099999999997     
 wp2 =    3.3741899999999998E-002
 rtp2 =    1.1786499999999999E-006
 thlp2 =    5.9920000000000001E-002
 Skw =    8.6882480819056749     
 wp3 =    5.3850099999999998E-002
 Skrt =    1.4880899999999999     
 rtp3 =    1.9041733779221134E-009
 Skthl =   -1.4580900000000001     
 thlp3 =   -2.1386614365822010E-002
 wprtp =    2.3725400000000002E-005
 wpthlp =   -5.5512699999999996E-003
 rtpthlp =   -2.3917778634313013E-004
 
 PDF parameter set 2:
 wm =    1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.10000000000000001     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =   -4.5000000000000000     
 wp3 =  -0.14230249470757708     
 Skrt =    1.0000000000000000     
 rtp3 =    1.1180339887498949E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =   -5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 PDF parameter set 3:
 wm =   -1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.50000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =    4.5000000000000000     
 wp3 =    1.5909902576697321     
 Skrt =    2.5000000000000000     
 rtp3 =    2.7950849718747374E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 PDF parameter set 4:
 wm =   0.10000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    5.0000000000000000     
 rtp2 =    6.9999999999999999E-006
 thlp2 =    1.0000000000000000     
 Skw =    2.0000000000000000     
 wp3 =    22.360679774997898     
 Skrt =    1.5000000000000000     
 rtp3 =    2.7780388766178202E-008
 Skthl =   -1.5000000000000000     
 thlp3 =   -1.5000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -1.0000000000000000E-002
 rtpthlp =   -2.3811761799581318E-003
 
 PDF parameter set 5:
 wm =   -1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.29999999999999999     
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.20000000000000001     
 Skw =   -2.0000000000000000     
 wp3 =  -0.32863353450309962     
 Skrt =  -0.25000000000000000     
 rtp3 =   -7.0710678118654745E-010
 Skthl =   -3.5000000000000000     
 thlp3 =  -0.31304951684997062     
 wprtp =    5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =    5.6920997883030825E-004
 
 PDF parameter set 6:
 wm =   -1.0000000000000000E-002
 rtm =    5.0000000000000001E-003
 thlm =    305.00000000000000     
 wp2 =    1.0000000000000000     
 rtp2 =    4.9999999999999998E-007
 thlp2 =   0.10000000000000001     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -2.0124611797498108E-004
 
 PDF parameter set 7:
 wm =   0.20000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.25000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.14999999999999999     
 Skw =   0.75000000000000000     
 wp3 =    9.3750000000000000E-002
 Skrt =    3.0000000000000000     
 rtp3 =    3.3541019662496846E-008
 Skthl =  -0.50000000000000000     
 thlp3 =   -2.9047375096555625E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -7.7942286340599491E-004
 
 PDF parameter set 8:
 wm =   -2.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.0000000000000001E-016
 thlp2 =    1.0000000000000000E-004
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    9.0000000000000012E-011
 
 PDF parameter set 9:
 wm =    1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.69999999999999996     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =   -1.0000000000000000     
 rtp3 =   -2.8284271247461898E-009
 Skthl =   -2.0000000000000000     
 thlp3 =   -1.1713240371477056     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    1.0648943609579309E-003
 
 PDF parameter set 10 (randomly generated):
 Random seed values =         2026           3          24        -300           3          11          51         131
 wm =   -2.8921054012137515E-002
 rtm =    3.3458362906217702E-003
 thlm =    304.14581186980473     
 wp2 =   0.34191303905915771     
 rtp2 =    1.4940344443614811E-006
 thlp2 =    1.2967228953063650     
 Skw =   0.81817025149942424     
 wp3 =   0.16357509431649014     
 Skrt =  -0.32890927779014589     
 rtp3 =   -6.0064385630294979E-010
 Skthl =   -1.2795764806704697     
 thlp3 =   -1.8894570198702105     
 wprtp =   -1.1366944830562428E-004
 wpthlp =  -0.62107792870814227     
 rtpthlp =    1.2526980573975850E-003
 
 Success!
 
 
 Performing PDF parameter values unit test
 =========================================
 
 Performing PDF parameter unit tests for the new PDF
 
 PDF parameter set 1:
 wm =   -5.0000000000000001E-003
 rtm =    4.2868400000000001E-003
 thlm =    309.13099999999997     
 wp2 =    3.3741899999999998E-002
 rtp2 =    1.1786499999999999E-006
 thlp2 =    5.9920000000000001E-002
 Skw =    8.6882480819056749     
 wp3 =    5.3850099999999998E-002
 Skrt =    1.4880899999999999     
 rtp3 =    1.9041733779221134E-009
 Skthl =   -1.4580900000000001     
 thlp3 =   -2.1386614365822010E-002
 wprtp =    2.3725400000000002E-005
 wpthlp =   -5.5512699999999996E-003
 rtpthlp =   -2.3917778634313013E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 2:
 wm =    1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.10000000000000001     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =   -4.5000000000000000     
 wp3 =  -0.14230249470757708     
 Skrt =    1.0000000000000000     
 rtp3 =    1.1180339887498949E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =   -5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 3:
 wm =   -1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.50000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =    4.5000000000000000     
 wp3 =    1.5909902576697321     
 Skrt =    2.5000000000000000     
 rtp3 =    2.7950849718747374E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 4:
 wm =   0.10000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    5.0000000000000000     
 rtp2 =    6.9999999999999999E-006
 thlp2 =    1.0000000000000000     
 Skw =    2.0000000000000000     
 wp3 =    22.360679774997898     
 Skrt =    1.5000000000000000     
 rtp3 =    2.7780388766178202E-008
 Skthl =   -1.5000000000000000     
 thlp3 =   -1.5000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -1.0000000000000000E-002
 rtpthlp =   -2.3811761799581318E-003
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 5:
 wm =   -1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.29999999999999999     
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.20000000000000001     
 Skw =   -2.0000000000000000     
 wp3 =  -0.32863353450309962     
 Skrt =  -0.25000000000000000     
 rtp3 =   -7.0710678118654745E-010
 Skthl =   -3.5000000000000000     
 thlp3 =  -0.31304951684997062     
 wprtp =    5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =    5.6920997883030825E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 6:
 wm =   -1.0000000000000000E-002
 rtm =    5.0000000000000001E-003
 thlm =    305.00000000000000     
 wp2 =    1.0000000000000000     
 rtp2 =    4.9999999999999998E-007
 thlp2 =   0.10000000000000001     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -2.0124611797498108E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 7:
 wm =   0.20000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.25000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.14999999999999999     
 Skw =   0.75000000000000000     
 wp3 =    9.3750000000000000E-002
 Skrt =    3.0000000000000000     
 rtp3 =    3.3541019662496846E-008
 Skthl =  -0.50000000000000000     
 thlp3 =   -2.9047375096555625E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -7.7942286340599491E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 8:
 wm =   -2.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.0000000000000001E-016
 thlp2 =    1.0000000000000000E-004
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    9.0000000000000012E-011
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 9:
 wm =    1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.69999999999999996     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =   -1.0000000000000000     
 rtp3 =   -2.8284271247461898E-009
 Skthl =   -2.0000000000000000     
 thlp3 =   -1.1713240371477056     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    1.0648943609579309E-003
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 10 (randomly generated):
 Random seed values =         2026           3          24        -300           3          11          51         135
 wm =   -2.8921054012137515E-002
 rtm =    3.3458362906217945E-003
 thlm =    304.14581186980473     
 wp2 =   0.34191303922286553     
 rtp2 =    1.6170222186878031E-006
 thlp2 =    1.2966587742382261     
 Skw =    1.2138711845204426     
 wp3 =   0.24268676754589358     
 Skrt =    3.6083976046341633     
 rtp3 =    7.4197345287901438E-009
 Skthl =    1.2511510507968282E-002
 thlp3 =    1.8473462348261593E-002
 wprtp =    1.6061113624479313E-004
 wpthlp =  -0.37502268299734826     
 rtpthlp =   -1.3032068519155966E-003
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 Success!
 
 
 Performing PDF parameter values unit test
 =========================================
 
 Performing PDF parameter unit tests for the new hybrid PDF
 
 PDF parameter set 1:
 wm =   -5.0000000000000001E-003
 rtm =    4.2868400000000001E-003
 thlm =    309.13099999999997     
 wp2 =    3.3741899999999998E-002
 rtp2 =    1.1786499999999999E-006
 thlp2 =    5.9920000000000001E-002
 Skw =    8.6882480819056749     
 wp3 =    5.3850099999999998E-002
 Skrt =    1.4880899999999999     
 rtp3 =    1.9041733779221134E-009
 Skthl =   -1.4580900000000001     
 thlp3 =   -2.1386614365822010E-002
 wprtp =    2.3725400000000002E-005
 wpthlp =   -5.5512699999999996E-003
 rtpthlp =   -2.3917778634313013E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 2:
 wm =    1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.10000000000000001     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =   -4.5000000000000000     
 wp3 =  -0.14230249470757708     
 Skrt =    1.0000000000000000     
 rtp3 =    1.1180339887498949E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =   -5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 3:
 wm =   -1.0000000000000000E-002
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.50000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.10000000000000001     
 Skw =    4.5000000000000000     
 wp3 =    1.5909902576697321     
 Skrt =    2.5000000000000000     
 rtp3 =    2.7950849718747374E-008
 Skthl =   -2.5000000000000000     
 thlp3 =   -7.9056941504209499E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -6.3639610306789288E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 4:
 wm =   0.10000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    5.0000000000000000     
 rtp2 =    6.9999999999999999E-006
 thlp2 =    1.0000000000000000     
 Skw =    2.0000000000000000     
 wp3 =    22.360679774997898     
 Skrt =    1.5000000000000000     
 rtp3 =    2.7780388766178202E-008
 Skthl =   -1.5000000000000000     
 thlp3 =   -1.5000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -1.0000000000000000E-002
 rtpthlp =   -2.3811761799581318E-003
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 5:
 wm =   -1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.29999999999999999     
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.20000000000000001     
 Skw =   -2.0000000000000000     
 wp3 =  -0.32863353450309962     
 Skrt =  -0.25000000000000000     
 rtp3 =   -7.0710678118654745E-010
 Skthl =   -3.5000000000000000     
 thlp3 =  -0.31304951684997062     
 wprtp =    5.0000000000000002E-005
 wpthlp =    5.0000000000000001E-003
 rtpthlp =    5.6920997883030825E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 6:
 wm =   -1.0000000000000000E-002
 rtm =    5.0000000000000001E-003
 thlm =    305.00000000000000     
 wp2 =    1.0000000000000000     
 rtp2 =    4.9999999999999998E-007
 thlp2 =   0.10000000000000001     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -2.0124611797498108E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 7:
 wm =   0.20000000000000001     
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =   0.25000000000000000     
 rtp2 =    5.0000000000000004E-006
 thlp2 =   0.14999999999999999     
 Skw =   0.75000000000000000     
 wp3 =    9.3750000000000000E-002
 Skrt =    3.0000000000000000     
 rtp3 =    3.3541019662496846E-008
 Skthl =  -0.50000000000000000     
 thlp3 =   -2.9047375096555625E-002
 wprtp =    5.0000000000000002E-005
 wpthlp =   -5.0000000000000001E-003
 rtpthlp =   -7.7942286340599491E-004
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 8:
 wm =   -2.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.0000000000000001E-016
 thlp2 =    1.0000000000000000E-004
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =    0.0000000000000000     
 rtp3 =    0.0000000000000000     
 Skthl =    0.0000000000000000     
 thlp3 =    0.0000000000000000     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    9.0000000000000012E-011
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 9:
 wm =    1.0000000000000000E-003
 rtm =    1.0000000000000000E-002
 thlm =    305.00000000000000     
 wp2 =    4.0000000000000002E-004
 rtp2 =    1.9999999999999999E-006
 thlp2 =   0.69999999999999996     
 Skw =    0.0000000000000000     
 wp3 =    0.0000000000000000     
 Skrt =   -1.0000000000000000     
 rtp3 =   -2.8284271247461898E-009
 Skthl =   -2.0000000000000000     
 thlp3 =   -1.1713240371477056     
 wprtp =    0.0000000000000000     
 wpthlp =    0.0000000000000000     
 rtpthlp =    1.0648943609579309E-003
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 PDF parameter set 10 (randomly generated):
 Random seed values =         2026           3          24        -300           3          11          51         138
 wm =   -2.8921054012137515E-002
 rtm =    3.3458362906217147E-003
 thlm =    304.14581186980479     
 wp2 =   0.34191303942750517     
 rtp2 =    1.7707569345338509E-006
 thlp2 =    1.2968349812014839     
 Skw =   0.12646610006074255     
 wp3 =    2.5284107116816012E-002
 Skrt =   -2.4379463168758515     
 rtp3 =   -5.7446366568279949E-009
 Skthl =   -3.5403955235532312     
 thlp3 =   -5.2285210175836818     
 wprtp =   -6.3871261349344847E-004
 wpthlp =  -0.30618757634549149     
 rtpthlp =    1.3638428883438038E-003
 
 Running tests for the above parameter set for all combinations of F_w and zeta_w for the setting variable.  F_w values are 0 (or 1.0 x 10^-5), 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, and 1.  Zeta_w values are 0, -1/2, 1, -1/3, 1/2, -1/5, 1/4, -9/10, 9, -3/4, and 3.
 
 Running tests for the above parameter set for the full PDF (the setting of F and zeta values is handled internally).
 
 Success!
 

 Performing spurious source unit test
 ====================================

 Test            1
 
 Vertical integral of <rt> before advance_xm_wpxp =    28.316670259590918     
 Vertical integral of <rt> after advance_xm_wpxp =    28.454761250379875     
 Vertical integral of <rt> forcing =   -3.9696697370157397E-005
 Flux of <rt> at the surface =    5.0000000000000001E-004
 Flux of <rt> at the top of the domain =    0.0000000000000000     
 Spurious source of <rt> =    1.3037531124138191E-017
 
 The spurious source of <rt> is within acceptable limits.
 
 Vertical integral of <thl> before advance_xm_wpxp =    793918.42642888101     
 Vertical integral of <thl> after advance_xm_wpxp =    793908.03522151255     
 Vertical integral of <thl> forcing =   -4.4637357896125940E-002
 Flux of <thl> at the surface =    1.0000000000000000E-002
 Flux of <thl> at the top of the domain =    0.0000000000000000     
 Spurious source of <thl> =    1.2514503322513804E-012
 
 The spurious source of <thl> is within acceptable limits.
 
 Test            2
 
 Vertical integral of <rt> before advance_xm_wpxp =    19.373501878646902     
 Vertical integral of <rt> after advance_xm_wpxp =    19.477272443423939     
 Vertical integral of <rt> forcing =   -3.2729601695445907E-005
 Flux of <rt> at the surface =    3.7863148428557859E-004
 Flux of <rt> at the top of the domain =    0.0000000000000000     
 Spurious source of <rt> =   -1.0631957553935978E-017
 
 The spurious source of <rt> is within acceptable limits.
 
 Vertical integral of <thl> before advance_xm_wpxp =    791440.59977646789     
 Vertical integral of <thl> after advance_xm_wpxp =    791434.03909087111     
 Vertical integral of <thl> forcing =   -2.9441581674379019E-002
 Flux of <thl> at the surface =    7.5726296857115717E-003
 Flux of <thl> at the top of the domain =    0.0000000000000000     
 Spurious source of <thl> =   -5.9274460340041912E-013
 
 The spurious source of <thl> is within acceptable limits.
 
 Test            3
 
 Vertical integral of <rt> before advance_xm_wpxp =    29.165519167969723     
 Vertical integral of <rt> after advance_xm_wpxp =    29.213576525627609     
 Vertical integral of <rt> forcing =   -3.8882437211684254E-005
 Flux of <rt> at the surface =    1.9907362940463214E-004
 Flux of <rt> at the top of the domain =    0.0000000000000000     
 Spurious source of <rt> =    3.9437854024160224E-018
 
 The spurious source of <rt> is within acceptable limits.
 
 Vertical integral of <thl> before advance_xm_wpxp =    793179.41567699739     
 Vertical integral of <thl> after advance_xm_wpxp =    793163.58441647561     
 Vertical integral of <thl> forcing =   -5.6752340993094480E-002
 Flux of <thl> at the surface =    3.9814725880926429E-003
 Flux of <thl> at the top of the domain =    0.0000000000000000     
 Spurious source of <thl> =   -9.3072771711888436E-013
 
 The spurious source of <thl> is within acceptable limits.
 
 Test            4
 
 Vertical integral of <rt> before advance_xm_wpxp =    40.980098885183587     
 Vertical integral of <rt> after advance_xm_wpxp =    41.159784090940263     
 Vertical integral of <rt> forcing =   -5.3514550279032854E-005
 Flux of <rt> at the surface =    6.5246523613464468E-004
 Flux of <rt> at the top of the domain =    0.0000000000000000     
 Spurious source of <rt> =   -2.2924099684490384E-017
 
 The spurious source of <rt> is within acceptable limits.
 
 Vertical integral of <thl> before advance_xm_wpxp =    798349.58089246799     
 Vertical integral of <thl> after advance_xm_wpxp =    798333.39103670686     
 Vertical integral of <thl> forcing =   -6.7015490593462554E-002
 Flux of <thl> at the surface =    1.3049304722692895E-002
 Flux of <thl> at the top of the domain =    0.0000000000000000     
 Spurious source of <thl> =    3.4450220454118607E-013
 
 The spurious source of <thl> is within acceptable limits.
 
 Test            5
 
 Vertical integral of <rt> before advance_xm_wpxp =    21.538623686241923     
 Vertical integral of <rt> after advance_xm_wpxp =    21.667212594689097     
 Vertical integral of <rt> forcing =   -3.2062766208995765E-005
 Flux of <rt> at the surface =    4.6069246103287530E-004
 Flux of <rt> at the top of the domain =    0.0000000000000000     
 Spurious source of <rt> =    3.4071053270356977E-017
 
 The spurious source of <rt> is within acceptable limits.
 
 Vertical integral of <thl> before advance_xm_wpxp =    792298.59209639614     
 Vertical integral of <thl> after advance_xm_wpxp =    792292.09217347961     
 Vertical integral of <thl> forcing =   -3.0880258942457790E-002
 Flux of <thl> at the surface =    9.2138492206575058E-003
 Flux of <thl> at the top of the domain =    0.0000000000000000     
 Spurious source of <thl> =    4.7035292327635148E-014
 
 The spurious source of <thl> is within acceptable limits.
 
 Success!
 
 Running tuner tests
 -------------------
 goldstein_price pass
 rastrigin pass
 himmelblau pass
 eggholder pass
 schaffer pass
 ==================================================
  
 Performing 'mean vertical velocity in clouds' tests
  
 Success!
  
 ==================================================
  
 ==================================================
  
 Performing 'Smooth Heaviside Peskin' tests
  
 Case 1: heaviside_smth_range = 0, smooth Heaviside collapses to Heaviside
 Input:   -1.0000000000000000       -1.0000000000000000E-010   1.0000000000000000E-010   1.0000000000000000     
 Expected outcome:    0.0000000000000000        0.0000000000000000        1.0000000000000000        1.0000000000000000     
 True outcome:        0.0000000000000000        0.0000000000000000        1.0000000000000000        1.0000000000000000     
 
Case 2: heaviside_smth_range =    2.0000000000000000     
 Input:   -2.0000000001000000       -1.0000000000000000        1.0000000000000000        2.0000000001000000     
 Expected outcome:    0.0000000000000000        9.0845056908100005E-002  0.90915494309000000        1.0000000000000000     
 True outcome:        0.0000000000000000        9.0845056909999999E-002  0.90915494309000000        1.0000000000000000     
 Success!
  
 ==================================================
  
 ==================================================
  
 Performing 'Smooth Min / Max' tests
  
 Input:   -1.0000000000000000       -1.0000000000000000E-010   1.0000000000000000E-010   1.0000000000000000     
 (Simple) min:
 Expected outcome:   -1.0000000000000000       -1.0000000000000000E-010   0.0000000000000000        0.0000000000000000     
 True outcome:       -1.0000000000000000       -1.0000000000000000E-010   0.0000000000000000        0.0000000000000000      

 (Simple) max:
 Expected outcome:    0.0000000000000000        0.0000000000000000        1.0000000000000000E-010   1.0000000000000000     
 True outcome:        0.0000000000000000        0.0000000000000000        1.0000000000000000E-010   1.0000000000000000      


 Input:   -2.0000000001000000       -1.0000000000000000        1.0000000000000000        2.0000000001000000     
 Smooth min:
 Expected outcome:   -2.2247448714824141       -1.3660254037844388      -0.36602540378443871      -0.22474487138241406     
 True outcome:       -2.2247448714824136       -1.3660254037844388      -0.36602540378443871      -0.22474487138241384     
 Smooth max:
 Expected outcome:   0.22474487138241406       0.36602540378443871        1.3660254037844388        2.2247448714824141     
 True outcome:       0.22474487138241384       0.36602540378443871        1.3660254037844388        2.2247448714824136      


 Testing smooth min and max with min_max_smth_mag=1e-7, input_var1 = equidistant grid on [-1, 1), input_var2 = 0

 Input:    1.0000000000000000        10.000000000000000        100.00000000000000        1000.0000000000000     
 Smooth min:
 Expected outcome:   -1.1180339887498949       -1.0226805085936306       -1.0024751868658441       -1.0002497501874359     
 True outcome:       -1.1180339887498949       -1.0226805085936306       -1.0024751868658441       -1.0002497501874359      

 Smooth max:
 Expected outcome:    1.1180339887498949        1.0226805085936306        1.0024751868658441        1.0002497501874359     
 True outcome:        1.1180339887498949        1.0226805085936306        1.0024751868658441        1.0002497501874359      


    Fatal error in CLUBB - MPI Process   1 / Chunk index   1
Column index not available. Latitude/Longitude for column 1: ******/******
Latitude range from -90 to 90 degrees, Longitude range from -180 to 180 degrees
 Error in ADG1_w_closure: wp2 must not be less than the w tolerance value.
    Fatal error in CLUBB - MPI Process   1 / Chunk index   1
Column index not available. Latitude/Longitude for column 1: ******/******
Latitude range from -90 to 90 degrees, Longitude range from -180 to 180 degrees
 Error in ADG1_ADG2_responder_params: xp2 must not be less than its tolerance value.
 Input_var1:   -1000000.0000000000       -10000000.000000000       -100000000.00000000       -1000000000.0000000     
 Input_var2:    1.0000000000000000        10.000000000000000        100.00000000000000        1000.0000000000000     
 Smooth min:
 Expected outcome:   -1000000.0000002501       -10000000.000000026       -100000000.00000000       -1000000000.0000000     
 True outcome:       -1000000.0000002501       -10000000.000000026       -100000000.00000000       -1000000000.0000000      

 Smooth max:
 Expected outcome:    1.0000002500019036        10.000000025145710        100.00000000000000        1000.0000000000000     
 True outcome:        1.0000002500019036        10.000000025145710        100.00000000000000        1000.0000000000000      

 Input_var1:   -1000000.0000000000     
 Input_var2:    1.0000000000000000     
 Smooth min:
 Expected outcome:   -1000000.0000002501     
 True outcome:       -1000000.0000002501      

 Smooth max:
 Expected outcome:    1.0000002500019036     
 True outcome:        1.0000002500019036      

 Success!
  
 ==================================================
  
 
 ====================== Running fill holes tests ====================== 
 
 -------------- easy_fill_test --------------
 --- Testing fill type: global              ---
 --- Testing fill type: sliding_window      ---
 --- Testing fill type: widening_windows    ---
 --- Testing fill type: smart_window        ---
 --- Testing fill type: smart_window_smooth ---
 --- Testing fill type: parallel            ---
 PASS: easy_fill_test
 -----------------------------------------------
 
 -------------- below_thresh_test --------------
 --- Testing fill type: global              ---
 --- Testing fill type: sliding_window      ---
 --- Testing fill type: widening_windows    ---
 --- Testing fill type: smart_window        ---
 --- Testing fill type: smart_window_smooth ---
 --- Testing fill type: parallel            ---
 PASS: below_thresh_test
 -----------------------------------------------
 
 ====================== End fill holes tests ====================== 
 
Running /home/jenkins/workspace/clubb_G_unit_gfortran_tests/run_scripts/../install/latest/G_unit_tests ...
All tests have succeeded.