Link to the source code for this example:

Open reduced_basis_ex6 in new tab.


The console output of the program:

***************************************************************
* Running Example reduced_basis_ex6:
*   example-opt -online_mode 0
***************************************************************
 
*** Warning, This code is untested, experimental, or likely to see future API changes: ../src/reduced_basis/rb_parametrized.C, line 42, compiled Apr 12 2016 at 11:09:26 ***
 EquationSystems
  n_systems()=3
   System #0, "EIM"
    Type "RBConstruction"
    Variables="L2_proj_var"
    Finite Element Types="LAGRANGE", "JACOBI_20_00" 
    Infinite Element Mapping="CARTESIAN" 
    Approximation Orders="FIRST", "THIRD" 
    n_dofs()=6171
    n_local_dofs()=6171
    n_constrained_dofs()=0
    n_local_constrained_dofs()=0
    n_vectors()=1
    n_matrices()=1
    DofMap Sparsity
      Average  On-Processor Bandwidth <= 23.515
      Average Off-Processor Bandwidth <= 0
      Maximum  On-Processor Bandwidth <= 27
      Maximum Off-Processor Bandwidth <= 0
    DofMap Constraints
      Number of DoF Constraints = 0
   System #2, "EIM_explicit_sys"
    Type "Explicit"
    Variables={ "x_comp_of_G" "y_comp_of_G" "z_comp_of_G" }
    Finite Element Types="LAGRANGE", "JACOBI_20_00"
    Infinite Element Mapping="CARTESIAN"
    Approximation Orders="FIRST", "THIRD"
    n_dofs()=18513
    n_local_dofs()=18513
    n_constrained_dofs()=0
    n_local_constrained_dofs()=0
    n_vectors()=1
    n_matrices()=0
    DofMap Sparsity
      Average  On-Processor Bandwidth <= 0
      Average Off-Processor Bandwidth <= 0
      Maximum  On-Processor Bandwidth <= 0
      Maximum Off-Processor Bandwidth <= 0
    DofMap Constraints
      Number of DoF Constraints = 0
   System #1, "RB"
    Type "RBConstruction"
    Variables="u" 
    Finite Element Types="LAGRANGE", "JACOBI_20_00" 
    Infinite Element Mapping="CARTESIAN" 
    Approximation Orders="FIRST", "THIRD" 
    n_dofs()=6171
    n_local_dofs()=6171
    n_constrained_dofs()=242
    n_local_constrained_dofs()=242
    n_vectors()=1
    n_matrices()=1
    DofMap Sparsity
      Average  On-Processor Bandwidth <= 23.515
      Average Off-Processor Bandwidth <= 0
      Maximum  On-Processor Bandwidth <= 27
      Maximum Off-Processor Bandwidth <= 0
    DofMap Constraints
      Number of DoF Constraints = 242
      Average DoF Constraint Length= 0

 Mesh Information:
  elem_dimensions()={3}
  spatial_dimension()=3
  n_nodes()=6171
    n_local_nodes()=6171
  n_elem()=5000
    n_local_elem()=5000
    n_active_elem()=5000
  n_subdomains()=1
  n_partitions()=1
  n_processors()=1
  n_threads()=1
  processor_id()=0

Initializing training parameters with deterministic training set...
Parameter curvature: log scaling = 0


RBConstruction parameters:
system name: EIM
Nmax: 20
Greedy relative error tolerance: 0.001
Greedy absolute error tolerance: 1e-12
Do we normalize RB error bound in greedy? 0
Aq operators attached: 0
Fq functions attached: 0
n_outputs: 0
Number of parameters: 1
Parameter curvature: Min = 0.1, Max = 1.0472
n_training_samples: 25
quiet mode? 1


RBEIMConstruction parameters:
best fit type: projection

Assembling inner product matrix
*** Warning, This code is untested, experimental, or likely to see future API changes: ../src/systems/dg_fem_context.C, line 35, compiled Apr 12 2016 at 11:10:02 ***
Initializing parametrized functions in training set...
Completed solve for training sample 1 of 25
Completed solve for training sample 2 of 25
Completed solve for training sample 3 of 25
Completed solve for training sample 4 of 25
Completed solve for training sample 5 of 25
Completed solve for training sample 6 of 25
Completed solve for training sample 7 of 25
Completed solve for training sample 8 of 25
Completed solve for training sample 9 of 25
Completed solve for training sample 10 of 25
Completed solve for training sample 11 of 25
Completed solve for training sample 12 of 25
Completed solve for training sample 13 of 25
Completed solve for training sample 14 of 25
Completed solve for training sample 15 of 25
Completed solve for training sample 16 of 25
Completed solve for training sample 17 of 25
Completed solve for training sample 18 of 25
Completed solve for training sample 19 of 25
Completed solve for training sample 20 of 25
Completed solve for training sample 21 of 25
Completed solve for training sample 22 of 25
Completed solve for training sample 23 of 25
Completed solve for training sample 24 of 25
Completed solve for training sample 25 of 25
Parametrized functions in training set initialized


---- Performing Greedy basis enrichment ----

---- Basis dimension: 0 ----
Performing truth solve at parameter:
curvature: 1.047200e+00

Enriching the RB space
Updating RB matrices

---- Basis dimension: 1 ----
Performing RB solves on training set
Maximum error bound is 0.221031

Performing truth solve at parameter:
curvature: 1.000000e-01

Enriching the RB space
Updating RB matrices

---- Basis dimension: 2 ----
Performing RB solves on training set
Maximum error bound is 0.0106172

Performing truth solve at parameter:
curvature: 6.130667e-01

Enriching the RB space
Updating RB matrices

---- Basis dimension: 3 ----
Performing RB solves on training set
Maximum error bound is 0.000307645

Performing truth solve at parameter:
curvature: 2.973333e-01

Enriching the RB space
Updating RB matrices

---- Basis dimension: 4 ----
Performing RB solves on training set
Maximum error bound is 1.19117e-05

Relative error tolerance reached.
Perform one more Greedy iteration for error bounds.
Performing truth solve at parameter:
curvature: 8.893333e-01

Enriching the RB space
Updating RB matrices

---- Basis dimension: 4 ----
Performing RB solves on training set
Maximum error bound is 1.19117e-05

Extra Greedy iteration finished.
Initializing training parameters with random training set...
Parameter Bi: log scaling = 0
Parameter curvature: log scaling = 0
Parameter kappa: log scaling = 0


RBConstruction parameters:
system name: RB
Nmax: 15
Greedy relative error tolerance: 0.001
Greedy absolute error tolerance: 1e-12
Do we normalize RB error bound in greedy? 0
Aq operators attached: 7
Fq functions attached: 2
n_outputs: 0
Number of parameters: 3
Parameter Bi: Min = 0.001, Max = 0.01
Parameter curvature: Min = 0.1, Max = 1.0472
Parameter kappa: Min = 0.5, Max = 2
n_training_samples: 1000
quiet mode? 1

Assembling inner product matrix
Assembling affine operator 1 of 7
Assembling affine operator 2 of 7
Assembling affine operator 3 of 7
Assembling affine operator 4 of 7
Assembling affine operator 5 of 7
Assembling affine operator 6 of 7
Assembling affine operator 7 of 7
Assembling affine vector 1 of 2
Assembling affine vector 2 of 2

---- Performing Greedy basis enrichment ----

---- Basis dimension: 0 ----
Performing RB solves on training set
Maximum error bound is 0.599965

Performing truth solve at parameter:
Bi: 4.510476e-03
curvature: 1.046651e+00
kappa: 1.370318e+00

Enriching the RB space
Updating RB matrices
Updating RB residual terms

---- Basis dimension: 1 ----
Performing RB solves on training set
Maximum error bound is 0.0185118

Performing truth solve at parameter:
Bi: 1.271383e-03
curvature: 1.159115e-01
kappa: 6.923410e-01

Enriching the RB space
Updating RB matrices
Updating RB residual terms

---- Basis dimension: 2 ----
Performing RB solves on training set
Maximum error bound is 0.00562437

Performing truth solve at parameter:
Bi: 9.747614e-03
curvature: 1.528375e-01
kappa: 6.169769e-01

Enriching the RB space
Updating RB matrices
Updating RB residual terms

---- Basis dimension: 3 ----
Performing RB solves on training set
Maximum error bound is 0.000393721

Relative error tolerance reached.

 -------------------------------------------------------------------------------------------------------------------
| Time:           Wed Apr 13 11:04:14 2016                                                                          |
| OS:             Darwin                                                                                            |
| HostName:       peterson-laptop.local                                                                             |
| OS Release:     15.0.0                                                                                            |
| OS Version:     Darwin Kernel Version 15.0.0: Sat Sep 19 15:53:46 PDT 2015; root:xnu-3247.10.11~1/RELEASE_X86_64  |
| Machine:        x86_64                                                                                            |
| Username:       petejw                                                                                            |
| Configuration:  ../configure  'INSTALL=/usr/bin/install -C'                                                       |
|  '--with-methods=opt dbg'                                                                                         |
|  '--prefix=/Users/petejw/projects/libmesh_git/installed'                                                          |
|  '--enable-perflog'                                                                                               |
|  '--enable-tracefiles'                                                                                            |
|  '--disable-blocked-storage'                                                                                      |
|  '--enable-default-comm-world'                                                                                    |
|  '--enable-tecio'                                                                                                 |
|  '--enable-unique-ptr'                                                                                            |
|  '--enable-ifem'                                                                                                  |
|  'PETSC_DIR=/opt/moose/petsc/mpich_petsc-3.6.1/clang-opt-superlu'                                                 |
|  'SLEPC_DIR=/opt/petejw/slepc/3.6.1'                                                                              |
|  'CPPFLAGS= '                                                                                                     |
|  'LIBS= '                                                                                                         |
|  'CPPFLAGS=  '                                                                                                    |
|  'LIBS=  '                                                                                                        |
|  '--disable-netcdf-4'                                                                                             |
|  '--disable-testsets'                                                                                             |
|  'CXX=mpicxx'                                                                                                     |
|  'CC=mpicc'                                                                                                       |
|  'F77=mpif77'                                                                                                     |
|  'FC=mpif90'                                                                                                      |
|  'CPPFLAGS=   '                                                                                                   |
|  'LIBS=   '                                                                                                       |
 -------------------------------------------------------------------------------------------------------------------
 ---------------------------------------------------------------------------------------------------------------------
| libMesh Performance: Alive time=4.30326, Active time=4.09807                                                        |
 ---------------------------------------------------------------------------------------------------------------------
| Event                                  nCalls     Total Time  Avg Time    Total Time  Avg Time    % of Active Time  |
|                                                   w/o Sub     w/o Sub     With Sub    With Sub    w/o S    With S   |
|---------------------------------------------------------------------------------------------------------------------|
|                                                                                                                     |
|                                                                                                                     |
| DofMap                                                                                                              |
|   add_neighbors_to_send_list()         3          0.0047      0.001571    0.0047      0.001571    0.12     0.12     |
|   build_constraint_matrix()            50000      0.0131      0.000000    0.0131      0.000000    0.32     0.32     |
|   build_sparsity()                     2          0.0218      0.010882    0.0253      0.012644    0.53     0.62     |
|   cnstrn_elem_mat_vec()                50000      0.0054      0.000000    0.0054      0.000000    0.13     0.13     |
|   create_dof_constraints()             3          0.0078      0.002613    0.0092      0.003082    0.19     0.23     |
|   distribute_dofs()                    3          0.0025      0.000828    0.0194      0.006472    0.06     0.47     |
|   dof_indices()                        1305072    0.2894      0.000000    0.2894      0.000000    7.06     7.06     |
|   prepare_send_list()                  6          0.0000      0.000000    0.0000      0.000000    0.00     0.00     |
|   reinit()                             3          0.0169      0.005643    0.0169      0.005643    0.41     0.41     |
|                                                                                                                     |
| FE                                                                                                                  |
|   compute_shape_functions()            289200     0.5262      0.000002    0.5262      0.000002    12.84    12.84    |
|   init_shape_functions()               24245      0.1008      0.000004    0.1008      0.000004    2.46     2.46     |
|   inverse_map()                        48         0.0001      0.000002    0.0001      0.000002    0.00     0.00     |
|                                                                                                                     |
| FEMap                                                                                                               |
|   compute_affine_map()                 289200     0.2346      0.000001    0.2346      0.000001    5.73     5.73     |
|   compute_face_map()                   24200      0.0104      0.000000    0.0104      0.000000    0.25     0.25     |
|   init_face_shape_functions()          11         0.0000      0.000004    0.0000      0.000004    0.00     0.00     |
|   init_reference_to_physical_map()     24245      0.0965      0.000004    0.0965      0.000004    2.35     2.35     |
|                                                                                                                     |
| Mesh                                                                                                                |
|   find_neighbors()                     1          0.0122      0.012228    0.0122      0.012228    0.30     0.30     |
|   renumber_nodes_and_elem()            2          0.0003      0.000159    0.0003      0.000159    0.01     0.01     |
|   write()                              1          0.0002      0.000174    0.0004      0.000380    0.00     0.01     |
|                                                                                                                     |
| MeshCommunication                                                                                                   |
|   assign_global_indices()              2          0.1006      0.050298    0.1007      0.050335    2.45     2.46     |
|                                                                                                                     |
| MeshTools::Generation                                                                                               |
|   build_cube()                         1          0.0029      0.002878    0.0029      0.002878    0.07     0.07     |
|                                                                                                                     |
| Parallel                                                                                                            |
|   allgather()                          11         0.0000      0.000000    0.0000      0.000000    0.00     0.00     |
|   probe()                              16         0.0000      0.000001    0.0000      0.000001    0.00     0.00     |
|   receive()                            8          0.0004      0.000048    0.0004      0.000048    0.01     0.01     |
|   send()                               8          0.0000      0.000004    0.0000      0.000004    0.00     0.00     |
|   send_receive()                       8          0.0001      0.000009    0.0001      0.000009    0.00     0.00     |
|                                                                                                                     |
| Parallel::Request                                                                                                   |
|   wait()                               8          0.0000      0.000005    0.0000      0.000005    0.00     0.00     |
|                                                                                                                     |
| Partitioner                                                                                                         |
|   single_partition()                   1          0.0002      0.000168    0.0002      0.000168    0.00     0.00     |
|                                                                                                                     |
| PetscLinearSolver                                                                                                   |
|   solve()                              101        0.7202      0.007130    0.7202      0.007130    17.57    17.57    |
|                                                                                                                     |
| PointLocatorTree                                                                                                    |
|   init(no master)                      1          0.0064      0.006376    0.0064      0.006376    0.16     0.16     |
|   operator()                           24         0.0004      0.000015    0.0004      0.000017    0.01     0.01     |
|                                                                                                                     |
| RBConstruction                                                                                                      |
|   add_scaled_matrix_and_vector()       11         0.2497      0.022696    1.0612      0.096472    6.09     25.90    |
|   clear()                              3          0.0008      0.000260    0.0008      0.000260    0.02     0.02     |
|   compute_Fq_representor_innerprods()  2          0.0005      0.000265    0.0483      0.024165    0.01     1.18     |
|   compute_max_error_bound()            9          0.0078      0.000872    0.2452      0.027243    0.19     5.98     |
|   enrich_RB_space()                    3          0.0014      0.000458    0.0014      0.000458    0.03     0.03     |
|   train_reduced_basis()                2          0.0009      0.000467    1.1733      0.586669    0.02     28.63    |
|   truth_assembly()                     3          0.0600      0.019989    0.0600      0.019997    1.46     1.46     |
|   truth_solve()                        3          0.0008      0.000283    0.1282      0.042728    0.02     3.13     |
|   update_RB_system_matrices()          3          0.0127      0.004218    0.0127      0.004218    0.31     0.31     |
|   update_residual_terms()              3          0.0516      0.017199    0.5396      0.179857    1.26     13.17    |
|                                                                                                                     |
| RBEIMAssembly                                                                                                       |
|   evaluate_basis_function              60000      0.0918      0.000002    0.2833      0.000005    2.24     6.91     |
|                                                                                                                     |
| RBEIMConstruction                                                                                                   |
|   compute_best_fit_error()             125        0.0151      0.000121    0.0186      0.000148    0.37     0.45     |
|   enrich_RB_space()                    5          0.0576      0.011523    0.1676      0.033527    1.41     4.09     |
|   get_explicit_sys_subvector()         54         0.0107      0.000197    0.0107      0.000197    0.26     0.26     |
|   init_dof_map_between_systems()       1          0.0037      0.003690    0.0089      0.008920    0.09     0.22     |
|   set_explicit_sys_subvector()         129        0.0292      0.000226    0.0292      0.000226    0.71     0.71     |
|   truth_solve()                        155        1.0840      0.006993    1.8320      0.011820    26.45    44.71    |
|   update_RB_system_matrices()          5          0.0111      0.002226    0.0293      0.005854    0.27     0.71     |
|                                                                                                                     |
| RBEIMEvaluation                                                                                                     |
|   legacy_write_offline_data_to_files() 1          0.0005      0.000511    0.0013      0.001325    0.01     0.03     |
|   rb_solve()                           4007       0.0035      0.000001    0.0035      0.000001    0.08     0.08     |
|                                                                                                                     |
| RBEvaluation                                                                                                        |
|   clear()                              3          0.0001      0.000021    0.0001      0.000021    0.00     0.00     |
|   compute_residual_dual_norm()         4000       0.1994      0.000050    0.1994      0.000050    4.87     4.87     |
|   legacy_write_offline_data_to_files() 2          0.0026      0.001324    0.0026      0.001324    0.06     0.06     |
|   rb_solve()                           4000       0.0146      0.000004    0.2183      0.000055    0.36     5.33     |
|   resize_data_structures()             2          0.0001      0.000027    0.0001      0.000027    0.00     0.00     |
|   write_out_basis_functions()          2          0.0003      0.000152    0.1149      0.057456    0.01     2.80     |
|   write_out_vectors()                  2          0.0135      0.006735    0.1146      0.057304    0.33     2.80     |
|                                                                                                                     |
| XdrIO                                                                                                               |
|   write()                              1          0.0002      0.000206    0.0002      0.000206    0.01     0.01     |
 ---------------------------------------------------------------------------------------------------------------------
| Totals:                                2128970    4.0981                                          100.00            |
 ---------------------------------------------------------------------------------------------------------------------

 
***************************************************************
* Done Running Example reduced_basis_ex6:
*   example-opt -online_mode 0 
***************************************************************
***************************************************************
* Running Example reduced_basis_ex6:
*   example-opt -online_mode 1 
***************************************************************
 
*** Warning, This code is untested, experimental, or likely to see future API changes: ../src/reduced_basis/rb_parametrized.C, line 42, compiled Apr 12 2016 at 11:09:26 ***
 EquationSystems
  n_systems()=3
   System #0, "EIM"
    Type "RBConstruction"
    Variables="L2_proj_var"
    Finite Element Types="LAGRANGE", "JACOBI_20_00" 
    Infinite Element Mapping="CARTESIAN" 
    Approximation Orders="FIRST", "THIRD" 
    n_dofs()=6171
    n_local_dofs()=6171
    n_constrained_dofs()=0
    n_local_constrained_dofs()=0
    n_vectors()=1
    n_matrices()=1
    DofMap Sparsity
      Average  On-Processor Bandwidth <= 23.515
      Average Off-Processor Bandwidth <= 0
      Maximum  On-Processor Bandwidth <= 27
      Maximum Off-Processor Bandwidth <= 0
    DofMap Constraints
      Number of DoF Constraints = 0
   System #2, "EIM_explicit_sys"
    Type "Explicit"
    Variables={ "x_comp_of_G" "y_comp_of_G" "z_comp_of_G" }
    Finite Element Types="LAGRANGE", "JACOBI_20_00"
    Infinite Element Mapping="CARTESIAN"
    Approximation Orders="FIRST", "THIRD"
    n_dofs()=18513
    n_local_dofs()=18513
    n_constrained_dofs()=0
    n_local_constrained_dofs()=0
    n_vectors()=1
    n_matrices()=0
    DofMap Sparsity
      Average  On-Processor Bandwidth <= 0
      Average Off-Processor Bandwidth <= 0
      Maximum  On-Processor Bandwidth <= 0
      Maximum Off-Processor Bandwidth <= 0
    DofMap Constraints
      Number of DoF Constraints = 0
   System #1, "RB"
    Type "RBConstruction"
    Variables="u" 
    Finite Element Types="LAGRANGE", "JACOBI_20_00" 
    Infinite Element Mapping="CARTESIAN" 
    Approximation Orders="FIRST", "THIRD" 
    n_dofs()=6171
    n_local_dofs()=6171
    n_constrained_dofs()=242
    n_local_constrained_dofs()=242
    n_vectors()=1
    n_matrices()=1
    DofMap Sparsity
      Average  On-Processor Bandwidth <= 23.515
      Average Off-Processor Bandwidth <= 0
      Maximum  On-Processor Bandwidth <= 27
      Maximum Off-Processor Bandwidth <= 0
    DofMap Constraints
      Number of DoF Constraints = 242
      Average DoF Constraint Length= 0

 Mesh Information:
  elem_dimensions()={3}
  spatial_dimension()=3
  n_nodes()=6171
    n_local_nodes()=6171
  n_elem()=5000
    n_local_elem()=5000
    n_active_elem()=5000
  n_subdomains()=1
  n_partitions()=1
  n_processors()=1
  n_threads()=1
  processor_id()=0

Bi: 5.000000e-03
curvature: 1.047200e+00
kappa: 1.300000e+00


 -------------------------------------------------------------------------------------------------------------------
| Time:           Wed Apr 13 11:04:15 2016                                                                          |
| OS:             Darwin                                                                                            |
| HostName:       peterson-laptop.local                                                                             |
| OS Release:     15.0.0                                                                                            |
| OS Version:     Darwin Kernel Version 15.0.0: Sat Sep 19 15:53:46 PDT 2015; root:xnu-3247.10.11~1/RELEASE_X86_64  |
| Machine:        x86_64                                                                                            |
| Username:       petejw                                                                                            |
| Configuration:  ../configure  'INSTALL=/usr/bin/install -C'                                                       |
|  '--with-methods=opt dbg'                                                                                         |
|  '--prefix=/Users/petejw/projects/libmesh_git/installed'                                                          |
|  '--enable-perflog'                                                                                               |
|  '--enable-tracefiles'                                                                                            |
|  '--disable-blocked-storage'                                                                                      |
|  '--enable-default-comm-world'                                                                                    |
|  '--enable-tecio'                                                                                                 |
|  '--enable-unique-ptr'                                                                                            |
|  '--enable-ifem'                                                                                                  |
|  'PETSC_DIR=/opt/moose/petsc/mpich_petsc-3.6.1/clang-opt-superlu'                                                 |
|  'SLEPC_DIR=/opt/petejw/slepc/3.6.1'                                                                              |
|  'CPPFLAGS= '                                                                                                     |
|  'LIBS= '                                                                                                         |
|  'CPPFLAGS=  '                                                                                                    |
|  'LIBS=  '                                                                                                        |
|  '--disable-netcdf-4'                                                                                             |
|  '--disable-testsets'                                                                                             |
|  'CXX=mpicxx'                                                                                                     |
|  'CC=mpicc'                                                                                                       |
|  'F77=mpif77'                                                                                                     |
|  'FC=mpif90'                                                                                                      |
|  'CPPFLAGS=   '                                                                                                   |
|  'LIBS=   '                                                                                                       |
 -------------------------------------------------------------------------------------------------------------------
 ----------------------------------------------------------------------------------------------------------------------
| libMesh Performance: Alive time=0.230955, Active time=0.210045                                                       |
 ----------------------------------------------------------------------------------------------------------------------
| Event                                   nCalls     Total Time  Avg Time    Total Time  Avg Time    % of Active Time  |
|                                                    w/o Sub     w/o Sub     With Sub    With Sub    w/o S    With S   |
|----------------------------------------------------------------------------------------------------------------------|
|                                                                                                                      |
|                                                                                                                      |
| DofMap                                                                                                               |
|   add_neighbors_to_send_list()          3          0.0042      0.001410    0.0042      0.001410    2.01     2.01     |
|   build_sparsity()                      2          0.0186      0.009307    0.0214      0.010701    8.86     10.19    |
|   create_dof_constraints()              3          0.0077      0.002572    0.0091      0.003038    3.67     4.34     |
|   distribute_dofs()                     3          0.0023      0.000752    0.0162      0.005395    1.07     7.71     |
|   dof_indices()                         40000      0.0077      0.000000    0.0077      0.000000    3.67     3.67     |
|   prepare_send_list()                   6          0.0000      0.000000    0.0000      0.000000    0.00     0.00     |
|   reinit()                              3          0.0139      0.004642    0.0139      0.004642    6.63     6.63     |
|                                                                                                                      |
| EquationSystems                                                                                                      |
|   build_solution_vector()               1          0.0151      0.015129    0.0218      0.021839    7.20     10.40    |
|                                                                                                                      |
| ExodusII_IO                                                                                                          |
|   write_nodal_data()                    1          0.0071      0.007143    0.0071      0.007143    3.40     3.40     |
|                                                                                                                      |
| Mesh                                                                                                                 |
|   find_neighbors()                      2          0.0148      0.007391    0.0148      0.007391    7.04     7.04     |
|   renumber_nodes_and_elem()             2          0.0003      0.000139    0.0003      0.000139    0.13     0.13     |
|                                                                                                                      |
| MeshCommunication                                                                                                    |
|   assign_global_indices()               2          0.0998      0.049897    0.0999      0.049930    47.51    47.54    |
|                                                                                                                      |
| MeshOutput                                                                                                           |
|   write_equation_systems()              1          0.0000      0.000025    0.0290      0.029007    0.01     13.81    |
|                                                                                                                      |
| MeshTools::Generation                                                                                                |
|   build_cube()                          1          0.0019      0.001925    0.0019      0.001925    0.92     0.92     |
|                                                                                                                      |
| Parallel                                                                                                             |
|   allgather()                           11         0.0000      0.000000    0.0000      0.000000    0.00     0.00     |
|   probe()                               8          0.0000      0.000003    0.0000      0.000003    0.01     0.01     |
|   receive()                             8          0.0001      0.000008    0.0001      0.000008    0.03     0.03     |
|   send()                                8          0.0001      0.000009    0.0001      0.000009    0.04     0.04     |
|   send_receive()                        8          0.0001      0.000007    0.0001      0.000007    0.03     0.03     |
|                                                                                                                      |
| Parallel::Request                                                                                                    |
|   wait()                                8          0.0000      0.000003    0.0000      0.000003    0.01     0.01     |
|                                                                                                                      |
| Partitioner                                                                                                          |
|   set_node_processor_ids()              1          0.0000      0.000017    0.0000      0.000017    0.01     0.01     |
|   single_partition()                    2          0.0002      0.000107    0.0002      0.000107    0.10     0.10     |
|                                                                                                                      |
| RBConstruction                                                                                                       |
|   clear()                               3          0.0001      0.000030    0.0001      0.000030    0.04     0.04     |
|   load_rb_solution()                    1          0.0000      0.000023    0.0000      0.000023    0.01     0.01     |
|                                                                                                                      |
| RBEIMConstruction                                                                                                    |
|   load_rb_solution()                    1          0.0001      0.000125    0.0001      0.000125    0.06     0.06     |
|                                                                                                                      |
| RBEIMEvaluation                                                                                                      |
|   legacy_read_offline_data_from_files() 1          0.0001      0.000148    0.0005      0.000483    0.07     0.23     |
|   rb_solve()                            1          0.0000      0.000029    0.0000      0.000029    0.01     0.01     |
|                                                                                                                      |
| RBEvaluation                                                                                                         |
|   clear()                               3          0.0000      0.000007    0.0000      0.000007    0.01     0.01     |
|   compute_residual_dual_norm()          1          0.0001      0.000108    0.0001      0.000108    0.05     0.05     |
|   legacy_read_offline_data_from_files() 2          0.0003      0.000158    0.0003      0.000170    0.15     0.16     |
|   rb_solve()                            1          0.0000      0.000012    0.0001      0.000149    0.01     0.07     |
|   read_in_basis_functions()             2          0.0000      0.000008    0.1150      0.057518    0.01     54.77    |
|   read_in_vectors_from_multiple_files() 2          0.0150      0.007485    0.1150      0.057509    7.13     54.76    |
|   resize_data_structures()              2          0.0000      0.000012    0.0000      0.000012    0.01     0.01     |
|                                                                                                                      |
| XdrIO                                                                                                                |
|   read()                                1          0.0002      0.000163    0.0002      0.000163    0.08     0.08     |
 ----------------------------------------------------------------------------------------------------------------------
| Totals:                                 40105      0.2100                                          100.00            |
 ----------------------------------------------------------------------------------------------------------------------

 
***************************************************************
* Done Running Example reduced_basis_ex6:
*   example-opt -online_mode 1 
***************************************************************