Parametric NAFEMS LE10 benchmark with tet elements

Comparison of resource consumption for different FEA programs

1 Architecture

Date Wed Jun 22 14:04:24 UTC 2022
Host Linux ip-172-31-44-208 5.13.0-1029-aws #32~20.04.1-Ubuntu SMP Thu Jun 9 13:03:13 UTC 2022 x86_64 x86_64 x86_64 GNU/Linux
CPU Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz
Number 2
Memory 16084916 kB

 

2 Codes & versions

2.1 aster

<INFO> Version exploitation 14.6.0 - 11/06/2020 - rev. b3490fa3b76c

2.2 calculix


This is Version 2.11

2.3 feenox

FeenoX v0.2.98-gf7c354a-dirty 
a free no-fee no-X uniX-like finite-element(ish) computational engineering tool

Last commit date   : Mon Jun 13 07:39:12 2022 -0300
Build date         : Tue Jun 14 11:24:03 2022 +0000
Build architecture : linux-gnu x86_64
Compiler version   : gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
Compiler expansion : gcc -I/usr/lib/x86_64-linux-gnu/openmpi/include/openmpi -I/usr/lib/x86_64-linux-gnu/openmpi/include -pthread -L/usr/lib/x86_64-linux-gnu/openmpi/lib -lmpi
Compiler flags     : -Ofast -flto -DLD_STATIC
Builder            : ubuntu@ip-172-31-44-208
GSL version        : 2.7
SUNDIALS version   : N/A
PETSc version      : Petsc Release Version 3.17.2, Jun 02, 2022 
PETSc arch         : linux-serial-static
PETSc options      : PETSC_DIR=/home/ubuntu/feenox/dist/petsc-3.17.2 PETSC_ARCH=linux-serial-static --with-mpi=0 --with-fc=0 --with-cxx=0 --with-fortran-bindings=0 --with-fc=0 --with-c2html=0 --with-x=0 --with-debugging=0 --with-shared-libraries=0 --download-f2cblaslapack --COPTFLAGS=-Ofast
SLEPc version      : SLEPc Release Version 3.17.1, Apr 11, 2022

2.4 reflex

Reflex Version: v0.6.70-468-g0dd936bae

2.5 sparselizard

v.2022.05-1-gcfc076e6

3 Reference solution

$ time feenox le10-ref.fee
sigma_y(D) =  -5.3780 MPa ( 616323  degrees of freedom )
77.86user 6.84system 1:24.72elapsed 99%CPU (0avgtext+0avgdata 14434576maxresident)k
33672inputs+0outputs (0major+3916979minor)pagefaults 0swaps
$

4 Initial mesh

Coarser tet mesh for c=1

5 Figures

 

 

 

 

 

 

 

 

 

 

6 Tables

6.1 c=1

c=1 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 18,824 -5.413 1.1 0.0 1.1 0.03
calculix diagonal 18,824 -5.418 1.2 0.0 1.2 0.03
feenox gamg 20,325 -5.416 1.2 0.1 1.1 0.25
calculix spooles 18,824 -5.416 1.3 0.1 1.2 0.08
feenox mumps 20,325 -5.416 1.3 0.2 0.7 0.33
reflex mumps 20,325 -5.416 1.9 0.1 1.4 0.19
sparselizard mumps 20,325 -5.411 1.9 0.1 1.5 0.14
reflex hypre 20,325 -5.416 2.2 0.1 1.9 0.13
reflex gamg 20,325 -5.416 2.3 0.1 1.9 0.12
aster cholesky 20,325 -5.417 2.8 0.4 2.4 0.14
aster mumps 20,325 -5.417 3.2 0.5 2.7 0.19
aster default 23,327 -5.417 3.7 0.5 3.0 0.20
c=1 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 18,824 -5.413 1.1 0.0 1.1 0.03
calculix diagonal 18,824 -5.418 1.2 0.0 1.2 0.03
calculix spooles 18,824 -5.416 1.3 0.1 1.2 0.08
reflex gamg 20,325 -5.416 2.3 0.1 1.9 0.12
reflex hypre 20,325 -5.416 2.2 0.1 1.9 0.13
aster cholesky 20,325 -5.417 2.8 0.4 2.4 0.14
sparselizard mumps 20,325 -5.411 1.9 0.1 1.5 0.14
aster mumps 20,325 -5.417 3.2 0.5 2.7 0.19
reflex mumps 20,325 -5.416 1.9 0.1 1.4 0.19
aster default 23,327 -5.417 3.7 0.5 3.0 0.20
feenox gamg 20,325 -5.416 1.2 0.1 1.1 0.25
feenox mumps 20,325 -5.416 1.3 0.2 0.7 0.33

6.2 c=0.975

c=0.975 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 19,575 -5.411 1.2 0.0 1.2 0.03
feenox mumps 21,114 -5.419 1.2 0.2 0.7 0.34
calculix diagonal 19,575 -5.420 1.3 0.0 1.3 0.03
feenox gamg 21,114 -5.418 1.3 0.1 1.1 0.25
calculix spooles 19,575 -5.419 1.4 0.0 1.3 0.08
sparselizard mumps 21,114 -5.407 1.6 0.1 1.6 0.15
reflex mumps 21,114 -5.419 1.9 0.1 1.5 0.19
reflex gamg 21,114 -5.419 2.3 0.1 1.9 0.12
reflex hypre 21,114 -5.419 2.3 0.0 1.9 0.14
aster cholesky 21,114 -5.419 2.8 0.4 2.4 0.14
aster mumps 21,114 -5.419 3.1 0.4 2.7 0.19
aster default 24,192 -5.419 3.4 0.5 2.9 0.21
c=0.975 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 19,575 -5.411 1.2 0.0 1.2 0.03
calculix diagonal 19,575 -5.420 1.3 0.0 1.3 0.03
calculix spooles 19,575 -5.419 1.4 0.0 1.3 0.08
reflex gamg 21,114 -5.419 2.3 0.1 1.9 0.12
aster cholesky 21,114 -5.419 2.8 0.4 2.4 0.14
reflex hypre 21,114 -5.419 2.3 0.0 1.9 0.14
sparselizard mumps 21,114 -5.407 1.6 0.1 1.6 0.15
aster mumps 21,114 -5.419 3.1 0.4 2.7 0.19
reflex mumps 21,114 -5.419 1.9 0.1 1.5 0.19
aster default 24,192 -5.419 3.4 0.5 2.9 0.21
feenox gamg 21,114 -5.418 1.3 0.1 1.1 0.25
feenox mumps 21,114 -5.419 1.2 0.2 0.7 0.34

6.3 c=0.95

c=0.95 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 23,793 -5.402 1.3 0.1 0.9 0.38
calculix cholesky 22,194 -5.397 1.4 0.0 1.4 0.03
calculix diagonal 22,194 -5.403 1.5 0.0 1.5 0.03
feenox gamg 23,793 -5.402 1.5 0.1 1.3 0.28
calculix spooles 22,194 -5.402 1.6 0.1 1.5 0.09
sparselizard mumps 23,793 -5.390 1.9 0.1 1.9 0.16
reflex mumps 23,793 -5.402 2.1 0.1 1.7 0.22
reflex gamg 23,793 -5.402 2.6 0.1 2.2 0.13
reflex hypre 23,793 -5.402 2.6 0.1 2.2 0.15
aster cholesky 23,793 -5.403 3.0 0.4 2.7 0.15
aster mumps 23,793 -5.403 3.4 0.5 2.9 0.20
aster default 26,991 -5.403 3.8 0.5 3.3 0.22
c=0.95 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 22,194 -5.397 1.4 0.0 1.4 0.03
calculix diagonal 22,194 -5.403 1.5 0.0 1.5 0.03
calculix spooles 22,194 -5.402 1.6 0.1 1.5 0.09
reflex gamg 23,793 -5.402 2.6 0.1 2.2 0.13
aster cholesky 23,793 -5.403 3.0 0.4 2.7 0.15
reflex hypre 23,793 -5.402 2.6 0.1 2.2 0.15
sparselizard mumps 23,793 -5.390 1.9 0.1 1.9 0.16
aster mumps 23,793 -5.403 3.4 0.5 2.9 0.20
aster default 26,991 -5.403 3.8 0.5 3.3 0.22
reflex mumps 23,793 -5.402 2.1 0.1 1.7 0.22
feenox gamg 23,793 -5.402 1.5 0.1 1.3 0.28
feenox mumps 23,793 -5.402 1.3 0.1 0.9 0.38

6.4 c=0.925

c=0.925 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 24,669 -5.408 1.4 0.2 0.9 0.43
calculix cholesky 23,012 -5.410 1.5 0.0 1.5 0.03
calculix diagonal 23,012 -5.408 1.6 0.0 1.5 0.03
feenox gamg 24,669 -5.408 1.6 0.1 1.4 0.32
calculix spooles 23,012 -5.408 1.7 0.1 1.6 0.10
sparselizard mumps 24,669 -5.400 2.0 0.1 2.0 0.17
reflex mumps 24,669 -5.408 2.2 0.1 1.8 0.23
reflex gamg 24,669 -5.408 2.7 0.1 2.3 0.13
reflex hypre 24,669 -5.408 2.7 0.1 2.3 0.16
aster cholesky 24,669 -5.408 3.2 0.5 2.7 0.15
aster mumps 24,669 -5.408 3.6 0.5 3.2 0.21
aster default 27,983 -5.408 4.0 0.5 3.4 0.22
c=0.925 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 23,012 -5.410 1.5 0.0 1.5 0.03
calculix diagonal 23,012 -5.408 1.6 0.0 1.5 0.03
calculix spooles 23,012 -5.408 1.7 0.1 1.6 0.10
reflex gamg 24,669 -5.408 2.7 0.1 2.3 0.13
aster cholesky 24,669 -5.408 3.2 0.5 2.7 0.15
reflex hypre 24,669 -5.408 2.7 0.1 2.3 0.16
sparselizard mumps 24,669 -5.400 2.0 0.1 2.0 0.17
aster mumps 24,669 -5.408 3.6 0.5 3.2 0.21
aster default 27,983 -5.408 4.0 0.5 3.4 0.22
reflex mumps 24,669 -5.408 2.2 0.1 1.8 0.23
feenox gamg 24,669 -5.408 1.6 0.1 1.4 0.32
feenox mumps 24,669 -5.408 1.4 0.2 0.9 0.43

6.5 c=0.9

c=0.9 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 25,449 -5.413 1.4 0.2 0.9 0.41
calculix cholesky 23,766 -5.410 1.5 0.0 1.5 0.03
calculix diagonal 23,766 -5.411 1.6 0.0 1.6 0.03
feenox gamg 25,449 -5.413 1.6 0.1 1.5 0.30
calculix spooles 23,766 -5.413 1.8 0.0 1.7 0.10
sparselizard mumps 25,449 -5.406 2.0 0.2 2.0 0.17
reflex mumps 25,449 -5.413 2.2 0.1 1.9 0.23
reflex hypre 25,449 -5.413 2.8 0.1 2.4 0.16
reflex gamg 25,449 -5.413 2.9 0.1 2.5 0.14
aster cholesky 25,449 -5.413 3.2 0.4 2.8 0.15
aster mumps 25,449 -5.413 3.6 0.5 3.2 0.21
aster default 28,815 -5.413 4.1 0.6 3.5 0.23
c=0.9 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 23,766 -5.410 1.5 0.0 1.5 0.03
calculix diagonal 23,766 -5.411 1.6 0.0 1.6 0.03
calculix spooles 23,766 -5.413 1.8 0.0 1.7 0.10
reflex gamg 25,449 -5.413 2.9 0.1 2.5 0.14
aster cholesky 25,449 -5.413 3.2 0.4 2.8 0.15
reflex hypre 25,449 -5.413 2.8 0.1 2.4 0.16
sparselizard mumps 25,449 -5.406 2.0 0.2 2.0 0.17
aster mumps 25,449 -5.413 3.6 0.5 3.2 0.21
aster default 28,815 -5.413 4.1 0.6 3.5 0.23
reflex mumps 25,449 -5.413 2.2 0.1 1.9 0.23
feenox gamg 25,449 -5.413 1.6 0.1 1.5 0.30
feenox mumps 25,449 -5.413 1.4 0.2 0.9 0.41

6.6 c=0.875

c=0.875 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 27,636 -5.405 1.6 0.2 1.1 0.47
calculix cholesky 25,895 -5.405 1.7 0.0 1.7 0.04
calculix diagonal 25,895 -5.406 1.8 0.0 1.8 0.03
feenox gamg 27,636 -5.405 1.8 0.2 1.6 0.35
calculix spooles 25,895 -5.405 2.0 0.1 1.9 0.11
sparselizard mumps 27,636 -5.396 2.2 0.1 2.2 0.18
reflex mumps 27,636 -5.405 2.5 0.1 2.1 0.25
reflex gamg 27,636 -5.405 3.0 0.1 2.7 0.15
reflex hypre 27,636 -5.405 3.0 0.1 2.6 0.17
aster cholesky 27,636 -5.406 3.5 0.5 3.0 0.15
aster mumps 27,636 -5.406 3.9 0.5 3.4 0.23
aster default 31,118 -5.406 4.2 0.5 3.7 0.25
c=0.875 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 25,895 -5.406 1.8 0.0 1.8 0.03
calculix cholesky 25,895 -5.405 1.7 0.0 1.7 0.04
calculix spooles 25,895 -5.405 2.0 0.1 1.9 0.11
aster cholesky 27,636 -5.406 3.5 0.5 3.0 0.15
reflex gamg 27,636 -5.405 3.0 0.1 2.7 0.15
reflex hypre 27,636 -5.405 3.0 0.1 2.6 0.17
sparselizard mumps 27,636 -5.396 2.2 0.1 2.2 0.18
aster mumps 27,636 -5.406 3.9 0.5 3.4 0.23
aster default 31,118 -5.406 4.2 0.5 3.7 0.25
reflex mumps 27,636 -5.405 2.5 0.1 2.1 0.25
feenox gamg 27,636 -5.405 1.8 0.2 1.6 0.35
feenox mumps 27,636 -5.405 1.6 0.2 1.1 0.47

6.7 c=0.85

c=0.85 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 28,653 -5.401 1.6 0.2 1.1 0.48
calculix cholesky 26,840 -5.404 1.8 0.0 1.7 0.04
calculix diagonal 26,840 -5.403 1.8 0.0 1.8 0.04
feenox gamg 28,653 -5.401 1.8 0.1 1.7 0.36
calculix spooles 26,840 -5.401 2.1 0.1 2.1 0.12
sparselizard mumps 28,653 -5.394 2.4 0.2 2.4 0.20
reflex mumps 28,653 -5.401 2.6 0.1 2.2 0.27
reflex gamg 28,653 -5.402 3.1 0.1 2.7 0.15
reflex hypre 28,653 -5.401 3.2 0.1 2.8 0.18
aster cholesky 28,653 -5.402 3.5 0.5 3.0 0.16
aster mumps 28,653 -5.402 4.0 0.5 3.5 0.23
aster default 32,279 -5.402 4.4 0.6 3.8 0.26
c=0.85 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 26,840 -5.404 1.8 0.0 1.7 0.04
calculix diagonal 26,840 -5.403 1.8 0.0 1.8 0.04
calculix spooles 26,840 -5.401 2.1 0.1 2.1 0.12
reflex gamg 28,653 -5.402 3.1 0.1 2.7 0.15
aster cholesky 28,653 -5.402 3.5 0.5 3.0 0.16
reflex hypre 28,653 -5.401 3.2 0.1 2.8 0.18
sparselizard mumps 28,653 -5.394 2.4 0.2 2.4 0.20
aster mumps 28,653 -5.402 4.0 0.5 3.5 0.23
aster default 32,279 -5.402 4.4 0.6 3.8 0.26
reflex mumps 28,653 -5.401 2.6 0.1 2.2 0.27
feenox gamg 28,653 -5.401 1.8 0.1 1.7 0.36
feenox mumps 28,653 -5.401 1.6 0.2 1.1 0.48

6.8 c=0.825

c=0.825 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 32,199 -5.422 1.8 0.3 1.3 0.54
calculix cholesky 30,234 -5.420 2.1 0.0 2.0 0.04
feenox gamg 32,199 -5.422 2.1 0.2 1.9 0.39
calculix diagonal 30,234 -5.423 2.2 0.0 2.2 0.04
calculix spooles 30,234 -5.422 2.5 0.1 2.5 0.14
reflex mumps 32,199 -5.422 2.9 0.1 2.4 0.29
sparselizard mumps 32,199 -5.416 2.9 0.2 2.9 0.22
reflex gamg 32,199 -5.422 3.5 0.1 3.1 0.16
reflex hypre 32,199 -5.422 3.5 0.1 3.1 0.19
aster cholesky 32,199 -5.422 3.8 0.5 3.3 0.16
aster mumps 32,199 -5.422 4.3 0.5 3.8 0.25
aster default 36,129 -5.422 4.8 0.6 4.3 0.27
c=0.825 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 30,234 -5.420 2.1 0.0 2.0 0.04
calculix diagonal 30,234 -5.423 2.2 0.0 2.2 0.04
calculix spooles 30,234 -5.422 2.5 0.1 2.5 0.14
aster cholesky 32,199 -5.422 3.8 0.5 3.3 0.16
reflex gamg 32,199 -5.422 3.5 0.1 3.1 0.16
reflex hypre 32,199 -5.422 3.5 0.1 3.1 0.19
sparselizard mumps 32,199 -5.416 2.9 0.2 2.9 0.22
aster mumps 32,199 -5.422 4.3 0.5 3.8 0.25
aster default 36,129 -5.422 4.8 0.6 4.3 0.27
reflex mumps 32,199 -5.422 2.9 0.1 2.4 0.29
feenox gamg 32,199 -5.422 2.1 0.2 1.9 0.39
feenox mumps 32,199 -5.422 1.8 0.3 1.3 0.54

6.9 c=0.8

c=0.8 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 34,827 -5.398 2.0 0.3 1.4 0.58
calculix cholesky 32,294 -5.398 2.2 0.0 2.2 0.04
feenox gamg 34,827 -5.398 2.2 0.2 2.0 0.42
calculix diagonal 32,294 -5.398 2.4 0.0 2.4 0.04
calculix spooles 32,294 -5.399 2.8 0.1 2.7 0.15
reflex mumps 34,827 -5.398 3.1 0.1 2.7 0.31
sparselizard mumps 34,827 -5.392 3.1 0.2 3.1 0.23
aster cholesky 34,827 -5.399 3.9 0.5 3.5 0.17
reflex gamg 34,827 -5.398 3.9 0.1 3.5 0.17
reflex hypre 34,827 -5.398 3.9 0.1 3.5 0.20
aster mumps 34,827 -5.399 4.6 0.6 4.1 0.27
aster default 39,893 -5.399 5.2 0.6 4.6 0.29
c=0.8 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 32,294 -5.398 2.2 0.0 2.2 0.04
calculix diagonal 32,294 -5.398 2.4 0.0 2.4 0.04
calculix spooles 32,294 -5.399 2.8 0.1 2.7 0.15
aster cholesky 34,827 -5.399 3.9 0.5 3.5 0.17
reflex gamg 34,827 -5.398 3.9 0.1 3.5 0.17
reflex hypre 34,827 -5.398 3.9 0.1 3.5 0.20
sparselizard mumps 34,827 -5.392 3.1 0.2 3.1 0.23
aster mumps 34,827 -5.399 4.6 0.6 4.1 0.27
aster default 39,893 -5.399 5.2 0.6 4.6 0.29
reflex mumps 34,827 -5.398 3.1 0.1 2.7 0.31
feenox gamg 34,827 -5.398 2.2 0.2 2.0 0.42
feenox mumps 34,827 -5.398 2.0 0.3 1.4 0.58

6.10 c=0.775

c=0.775 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 37,014 -5.404 2.2 0.3 1.6 0.62
calculix cholesky 34,432 -5.408 2.3 0.1 2.3 0.04
feenox gamg 37,014 -5.405 2.4 0.2 2.1 0.45
calculix diagonal 34,432 -5.404 2.6 0.0 2.6 0.04
reflex mumps 37,014 -5.404 3.3 0.1 2.9 0.34
calculix spooles 34,432 -5.404 3.4 0.1 3.3 0.16
sparselizard mumps 37,014 -5.399 3.4 0.2 3.5 0.24
reflex gamg 37,014 -5.404 4.1 0.1 3.7 0.18
reflex hypre 37,014 -5.404 4.1 0.1 3.7 0.21
aster cholesky 37,014 -5.405 4.3 0.6 3.7 0.17
aster mumps 37,014 -5.405 4.9 0.6 4.4 0.28
aster default 42,178 -5.405 5.6 0.7 4.9 0.31
c=0.775 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 34,432 -5.408 2.3 0.1 2.3 0.04
calculix diagonal 34,432 -5.404 2.6 0.0 2.6 0.04
calculix spooles 34,432 -5.404 3.4 0.1 3.3 0.16
aster cholesky 37,014 -5.405 4.3 0.6 3.7 0.17
reflex gamg 37,014 -5.404 4.1 0.1 3.7 0.18
reflex hypre 37,014 -5.404 4.1 0.1 3.7 0.21
sparselizard mumps 37,014 -5.399 3.4 0.2 3.5 0.24
aster mumps 37,014 -5.405 4.9 0.6 4.4 0.28
aster default 42,178 -5.405 5.6 0.7 4.9 0.31
reflex mumps 37,014 -5.404 3.3 0.1 2.9 0.34
feenox gamg 37,014 -5.405 2.4 0.2 2.1 0.45
feenox mumps 37,014 -5.404 2.2 0.3 1.6 0.62

6.11 c=0.75

c=0.75 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 39,222 -5.397 2.3 0.3 1.7 0.63
calculix cholesky 36,555 -5.401 2.6 0.1 2.5 0.05
feenox gamg 39,222 -5.397 2.6 0.2 2.3 0.46
calculix diagonal 36,555 -5.397 2.8 0.1 2.8 0.05
calculix spooles 36,555 -5.397 3.6 0.1 3.5 0.18
reflex mumps 39,222 -5.397 3.6 0.1 3.1 0.36
sparselizard mumps 39,222 -5.393 3.9 0.2 3.9 0.27
reflex gamg 39,222 -5.397 4.2 0.1 3.9 0.19
reflex hypre 39,222 -5.397 4.4 0.1 4.0 0.22
aster cholesky 39,222 -5.397 4.5 0.5 4.0 0.18
aster mumps 39,222 -5.397 5.1 0.7 4.5 0.30
aster default 44,556 -5.397 5.9 0.7 5.2 0.33
c=0.75 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 36,555 -5.401 2.6 0.1 2.5 0.05
calculix diagonal 36,555 -5.397 2.8 0.1 2.8 0.05
aster cholesky 39,222 -5.397 4.5 0.5 4.0 0.18
calculix spooles 36,555 -5.397 3.6 0.1 3.5 0.18
reflex gamg 39,222 -5.397 4.2 0.1 3.9 0.19
reflex hypre 39,222 -5.397 4.4 0.1 4.0 0.22
sparselizard mumps 39,222 -5.393 3.9 0.2 3.9 0.27
aster mumps 39,222 -5.397 5.1 0.7 4.5 0.30
aster default 44,556 -5.397 5.9 0.7 5.2 0.33
reflex mumps 39,222 -5.397 3.6 0.1 3.1 0.36
feenox gamg 39,222 -5.397 2.6 0.2 2.3 0.46
feenox mumps 39,222 -5.397 2.3 0.3 1.7 0.63

6.12 c=0.725

c=0.725 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 42,666 -5.385 2.6 0.3 2.0 0.72
calculix cholesky 39,849 -5.382 2.9 0.1 2.8 0.05
feenox gamg 42,666 -5.386 2.9 0.3 2.7 0.52
calculix diagonal 39,849 -5.385 3.2 0.0 3.2 0.05
reflex mumps 42,666 -5.385 4.0 0.2 3.4 0.40
calculix spooles 39,849 -5.385 4.1 0.1 4.0 0.19
sparselizard mumps 42,666 -5.380 4.4 0.3 4.4 0.29
aster cholesky 42,666 -5.385 4.7 0.6 4.1 0.18
reflex gamg 42,666 -5.385 4.8 0.1 4.4 0.20
reflex hypre 42,666 -5.385 4.9 0.1 4.5 0.24
aster mumps 42,666 -5.385 5.6 0.7 5.0 0.32
aster default 48,300 -5.385 6.4 0.7 5.7 0.36
c=0.725 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 39,849 -5.382 2.9 0.1 2.8 0.05
calculix diagonal 39,849 -5.385 3.2 0.0 3.2 0.05
aster cholesky 42,666 -5.385 4.7 0.6 4.1 0.18
calculix spooles 39,849 -5.385 4.1 0.1 4.0 0.19
reflex gamg 42,666 -5.385 4.8 0.1 4.4 0.20
reflex hypre 42,666 -5.385 4.9 0.1 4.5 0.24
sparselizard mumps 42,666 -5.380 4.4 0.3 4.4 0.29
aster mumps 42,666 -5.385 5.6 0.7 5.0 0.32
aster default 48,300 -5.385 6.4 0.7 5.7 0.36
reflex mumps 42,666 -5.385 4.0 0.2 3.4 0.40
feenox gamg 42,666 -5.386 2.9 0.3 2.7 0.52
feenox mumps 42,666 -5.385 2.6 0.3 2.0 0.72

6.13 c=0.7

c=0.7 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 45,822 -5.396 2.9 0.4 2.2 0.81
calculix cholesky 42,928 -5.402 3.1 0.1 3.1 0.05
feenox gamg 45,822 -5.396 3.1 0.3 2.8 0.57
calculix diagonal 42,928 -5.396 3.5 0.1 3.4 0.05
reflex mumps 45,822 -5.396 4.3 0.2 3.8 0.42
calculix spooles 42,928 -5.396 4.5 0.1 4.4 0.21
sparselizard mumps 45,822 -5.392 4.8 0.3 4.8 0.32
aster cholesky 45,822 -5.397 5.1 0.6 4.5 0.19
reflex gamg 45,822 -5.397 5.1 0.1 4.7 0.22
reflex hypre 45,822 -5.396 5.4 0.1 4.9 0.25
aster mumps 45,822 -5.397 6.0 0.7 5.3 0.34
aster default 51,610 -5.397 6.7 0.8 5.8 0.37
c=0.7 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 42,928 -5.402 3.1 0.1 3.1 0.05
calculix diagonal 42,928 -5.396 3.5 0.1 3.4 0.05
aster cholesky 45,822 -5.397 5.1 0.6 4.5 0.19
calculix spooles 42,928 -5.396 4.5 0.1 4.4 0.21
reflex gamg 45,822 -5.397 5.1 0.1 4.7 0.22
reflex hypre 45,822 -5.396 5.4 0.1 4.9 0.25
sparselizard mumps 45,822 -5.392 4.8 0.3 4.8 0.32
aster mumps 45,822 -5.397 6.0 0.7 5.3 0.34
aster default 51,610 -5.397 6.7 0.8 5.8 0.37
reflex mumps 45,822 -5.396 4.3 0.2 3.8 0.42
feenox gamg 45,822 -5.396 3.1 0.3 2.8 0.57
feenox mumps 45,822 -5.396 2.9 0.4 2.2 0.81

6.14 c=0.675

c=0.675 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 49,776 -5.395 3.1 0.4 2.4 0.82
feenox gamg 49,776 -5.395 3.4 0.2 3.1 0.58
calculix cholesky 46,760 -5.392 3.5 0.1 3.5 0.06
calculix diagonal 46,760 -5.395 4.1 0.1 4.0 0.06
reflex mumps 49,776 -5.395 4.8 0.2 4.3 0.47
calculix spooles 46,760 -5.395 5.1 0.1 5.0 0.23
aster cholesky 49,776 -5.395 5.5 0.6 4.8 0.20
sparselizard mumps 49,776 -5.391 5.5 0.3 5.5 0.35
reflex gamg 49,776 -5.395 5.6 0.1 5.2 0.23
reflex hypre 49,776 -5.395 5.9 0.2 5.4 0.27
aster mumps 49,776 -5.395 6.5 0.7 5.8 0.37
aster default 55,808 -5.395 7.3 0.8 6.5 0.41
c=0.675 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 46,760 -5.392 3.5 0.1 3.5 0.06
calculix diagonal 46,760 -5.395 4.1 0.1 4.0 0.06
aster cholesky 49,776 -5.395 5.5 0.6 4.8 0.20
calculix spooles 46,760 -5.395 5.1 0.1 5.0 0.23
reflex gamg 49,776 -5.395 5.6 0.1 5.2 0.23
reflex hypre 49,776 -5.395 5.9 0.2 5.4 0.27
sparselizard mumps 49,776 -5.391 5.5 0.3 5.5 0.35
aster mumps 49,776 -5.395 6.5 0.7 5.8 0.37
aster default 55,808 -5.395 7.3 0.8 6.5 0.41
reflex mumps 49,776 -5.395 4.8 0.2 4.3 0.47
feenox gamg 49,776 -5.395 3.4 0.2 3.1 0.58
feenox mumps 49,776 -5.395 3.1 0.4 2.4 0.82

6.15 c=0.65

c=0.65 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 55,017 -5.397 3.6 0.5 2.8 0.92
feenox gamg 55,017 -5.397 3.8 0.3 3.5 0.64
calculix cholesky 51,890 -5.396 4.1 0.1 4.0 0.06
calculix diagonal 51,890 -5.396 4.5 0.1 4.4 0.06
reflex mumps 55,017 -5.397 5.4 0.2 4.9 0.52
aster cholesky 55,017 -5.397 6.1 0.8 5.3 0.21
reflex gamg 55,017 -5.396 6.1 0.1 5.7 0.25
calculix spooles 51,890 -5.396 6.2 0.2 6.0 0.27
reflex hypre 55,017 -5.397 6.7 0.1 6.3 0.30
sparselizard mumps 55,017 -5.393 6.7 0.4 6.7 0.40
aster mumps 55,017 -5.397 7.5 0.8 6.7 0.41
aster default 61,271 -5.397 8.5 0.9 7.5 0.45
c=0.65 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 51,890 -5.396 4.1 0.1 4.0 0.06
calculix diagonal 51,890 -5.396 4.5 0.1 4.4 0.06
aster cholesky 55,017 -5.397 6.1 0.8 5.3 0.21
reflex gamg 55,017 -5.396 6.1 0.1 5.7 0.25
calculix spooles 51,890 -5.396 6.2 0.2 6.0 0.27
reflex hypre 55,017 -5.397 6.7 0.1 6.3 0.30
sparselizard mumps 55,017 -5.393 6.7 0.4 6.7 0.40
aster mumps 55,017 -5.397 7.5 0.8 6.7 0.41
aster default 61,271 -5.397 8.5 0.9 7.5 0.45
reflex mumps 55,017 -5.397 5.4 0.2 4.9 0.52
feenox gamg 55,017 -5.397 3.8 0.3 3.5 0.64
feenox mumps 55,017 -5.397 3.6 0.5 2.8 0.92

6.16 c=0.625

c=0.625 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 59,199 -5.398 4.1 0.3 3.8 0.76
feenox mumps 59,199 -5.398 4.1 0.5 3.3 1.09
calculix cholesky 55,942 -5.398 4.5 0.1 4.4 0.07
calculix diagonal 55,942 -5.399 5.3 0.1 5.2 0.07
reflex mumps 59,199 -5.398 5.8 0.3 5.3 0.56
aster cholesky 59,199 -5.399 6.5 0.8 5.8 0.22
reflex gamg 59,199 -5.398 6.7 0.1 6.2 0.27
reflex hypre 59,199 -5.398 7.3 0.2 6.8 0.32
calculix spooles 55,942 -5.399 7.5 0.2 7.3 0.30
sparselizard mumps 59,199 -5.395 7.7 0.4 7.6 0.44
aster mumps 59,199 -5.399 8.0 0.9 7.0 0.44
aster default 65,713 -5.399 9.1 0.9 8.2 0.49
c=0.625 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 55,942 -5.398 4.5 0.1 4.4 0.07
calculix diagonal 55,942 -5.399 5.3 0.1 5.2 0.07
aster cholesky 59,199 -5.399 6.5 0.8 5.8 0.22
reflex gamg 59,199 -5.398 6.7 0.1 6.2 0.27
calculix spooles 55,942 -5.399 7.5 0.2 7.3 0.30
reflex hypre 59,199 -5.398 7.3 0.2 6.8 0.32
aster mumps 59,199 -5.399 8.0 0.9 7.0 0.44
sparselizard mumps 59,199 -5.395 7.7 0.4 7.6 0.44
aster default 65,713 -5.399 9.1 0.9 8.2 0.49
reflex mumps 59,199 -5.398 5.8 0.3 5.3 0.56
feenox gamg 59,199 -5.398 4.1 0.3 3.8 0.76
feenox mumps 59,199 -5.398 4.1 0.5 3.3 1.09

6.17 c=0.6

c=0.6 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox mumps 67,113 -5.387 4.9 0.6 3.9 1.21
feenox gamg 67,113 -5.387 5.0 0.5 4.5 0.84
calculix cholesky 63,018 -5.389 5.1 0.0 5.1 0.07
calculix diagonal 63,018 -5.387 6.0 0.1 5.9 0.07
reflex mumps 67,113 -5.387 7.0 0.3 6.3 0.65
aster cholesky 67,113 -5.387 7.4 0.8 6.6 0.23
reflex hypre 67,113 -5.387 8.7 0.2 8.1 0.36
reflex gamg 67,113 -5.388 9.2 0.2 8.6 0.30
calculix spooles 63,018 -5.387 9.5 0.2 9.2 0.36
aster mumps 67,113 -5.387 9.6 1.0 8.6 0.52
sparselizard mumps 67,113 -5.385 9.9 0.5 9.5 0.52
aster default 75,303 -5.387 11.3 1.1 10.1 0.59
c=0.6 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 63,018 -5.389 5.1 0.0 5.1 0.07
calculix diagonal 63,018 -5.387 6.0 0.1 5.9 0.07
aster cholesky 67,113 -5.387 7.4 0.8 6.6 0.23
reflex gamg 67,113 -5.388 9.2 0.2 8.6 0.30
calculix spooles 63,018 -5.387 9.5 0.2 9.2 0.36
reflex hypre 67,113 -5.387 8.7 0.2 8.1 0.36
aster mumps 67,113 -5.387 9.6 1.0 8.6 0.52
sparselizard mumps 67,113 -5.385 9.9 0.5 9.5 0.52
aster default 75,303 -5.387 11.3 1.1 10.1 0.59
reflex mumps 67,113 -5.387 7.0 0.3 6.3 0.65
feenox gamg 67,113 -5.387 5.0 0.5 4.5 0.84
feenox mumps 67,113 -5.387 4.9 0.6 3.9 1.21

6.18 c=0.575

c=0.575 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 75,153 -5.382 5.5 0.5 5.0 0.94
feenox mumps 75,153 -5.382 5.6 0.7 4.6 1.40
calculix cholesky 70,853 -5.382 6.1 0.1 6.0 0.08
calculix diagonal 70,853 -5.382 7.3 0.1 7.2 0.08
reflex mumps 75,153 -5.382 8.0 0.4 7.3 0.75
aster cholesky 75,153 -5.382 8.2 0.8 7.4 0.25
reflex gamg 75,153 -5.382 8.5 0.1 8.0 0.33
reflex hypre 75,153 -5.382 9.7 0.2 9.2 0.40
aster mumps 75,153 -5.382 10.6 1.1 9.6 0.57
calculix spooles 70,853 -5.382 11.6 0.2 11.3 0.41
sparselizard mumps 75,153 -5.379 11.8 0.5 11.8 0.60
aster default 83,753 -5.382 12.0 1.2 10.8 0.63
c=0.575 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 70,853 -5.382 6.1 0.1 6.0 0.08
calculix diagonal 70,853 -5.382 7.3 0.1 7.2 0.08
aster cholesky 75,153 -5.382 8.2 0.8 7.4 0.25
reflex gamg 75,153 -5.382 8.5 0.1 8.0 0.33
reflex hypre 75,153 -5.382 9.7 0.2 9.2 0.40
calculix spooles 70,853 -5.382 11.6 0.2 11.3 0.41
aster mumps 75,153 -5.382 10.6 1.1 9.6 0.57
sparselizard mumps 75,153 -5.379 11.8 0.5 11.8 0.60
aster default 83,753 -5.382 12.0 1.2 10.8 0.63
reflex mumps 75,153 -5.382 8.0 0.4 7.3 0.75
feenox gamg 75,153 -5.382 5.5 0.5 5.0 0.94
feenox mumps 75,153 -5.382 5.6 0.7 4.6 1.40

6.19 c=0.55

c=0.55 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 84,372 -5.385 6.4 0.5 5.8 1.04
feenox mumps 84,372 -5.387 6.9 0.8 5.8 1.57
calculix cholesky 79,720 -5.385 7.0 0.1 6.9 0.09
calculix diagonal 79,720 -5.386 8.1 0.1 8.1 0.09
reflex mumps 84,372 -5.387 9.2 0.4 8.5 0.87
aster cholesky 84,372 -5.387 9.5 1.0 8.5 0.27
reflex gamg 84,372 -5.387 9.5 0.2 9.0 0.36
reflex hypre 84,372 -5.387 11.0 0.2 10.4 0.44
aster mumps 84,372 -5.387 12.0 1.2 10.9 0.66
aster default 93,676 -5.387 13.8 1.2 12.5 0.74
sparselizard mumps 84,372 -5.383 13.8 0.7 13.6 0.68
calculix spooles 79,720 -5.387 13.9 0.3 13.7 0.48
c=0.55 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 79,720 -5.385 7.0 0.1 6.9 0.09
calculix diagonal 79,720 -5.386 8.1 0.1 8.1 0.09
aster cholesky 84,372 -5.387 9.5 1.0 8.5 0.27
reflex gamg 84,372 -5.387 9.5 0.2 9.0 0.36
reflex hypre 84,372 -5.387 11.0 0.2 10.4 0.44
calculix spooles 79,720 -5.387 13.9 0.3 13.7 0.48
aster mumps 84,372 -5.387 12.0 1.2 10.9 0.66
sparselizard mumps 84,372 -5.383 13.8 0.7 13.6 0.68
aster default 93,676 -5.387 13.8 1.2 12.5 0.74
reflex mumps 84,372 -5.387 9.2 0.4 8.5 0.87
feenox gamg 84,372 -5.385 6.4 0.5 5.8 1.04
feenox mumps 84,372 -5.387 6.9 0.8 5.8 1.57

6.20 c=0.525

c=0.525 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 95,133 -5.384 7.1 0.6 6.6 1.19
feenox mumps 95,133 -5.384 8.0 0.9 6.8 1.82
calculix cholesky 90,240 -5.383 8.3 0.1 8.2 0.11
aster cholesky 95,133 -5.384 10.7 1.0 9.7 0.29
calculix diagonal 90,240 -5.385 10.7 0.1 10.6 0.11
reflex mumps 95,133 -5.384 10.9 0.5 10.1 1.00
reflex gamg 95,133 -5.383 11.0 0.2 10.6 0.41
reflex hypre 95,133 -5.384 12.6 0.2 12.0 0.49
aster mumps 95,133 -5.384 13.6 1.3 12.3 0.75
aster default 104,919 -5.384 15.5 1.4 14.1 0.84
sparselizard mumps 95,133 -5.382 15.9 0.7 15.8 0.76
calculix spooles 90,240 -5.384 16.6 0.4 16.3 0.55
c=0.525 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 90,240 -5.383 8.3 0.1 8.2 0.11
calculix diagonal 90,240 -5.385 10.7 0.1 10.6 0.11
aster cholesky 95,133 -5.384 10.7 1.0 9.7 0.29
reflex gamg 95,133 -5.383 11.0 0.2 10.6 0.41
reflex hypre 95,133 -5.384 12.6 0.2 12.0 0.49
calculix spooles 90,240 -5.384 16.6 0.4 16.3 0.55
aster mumps 95,133 -5.384 13.6 1.3 12.3 0.75
sparselizard mumps 95,133 -5.382 15.9 0.7 15.8 0.76
aster default 104,919 -5.384 15.5 1.4 14.1 0.84
reflex mumps 95,133 -5.384 10.9 0.5 10.1 1.00
feenox gamg 95,133 -5.384 7.1 0.6 6.6 1.19
feenox mumps 95,133 -5.384 8.0 0.9 6.8 1.82

6.21 c=0.5

c=0.5 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 105,993 -5.379 8.1 0.7 7.4 1.31
feenox mumps 105,993 -5.380 9.0 1.0 7.7 2.00
calculix cholesky 100,822 -5.381 9.7 0.1 9.6 0.12
aster cholesky 105,993 -5.380 12.2 1.0 11.2 0.31
calculix diagonal 100,822 -5.380 12.2 0.1 12.1 0.12
reflex gamg 105,993 -5.380 12.6 0.2 12.0 0.45
reflex mumps 105,993 -5.380 13.1 0.6 12.1 1.18
reflex hypre 105,993 -5.380 14.7 0.2 14.1 0.55
aster mumps 105,993 -5.380 16.1 1.5 14.6 0.87
aster default 116,335 -5.380 17.9 1.5 16.4 0.96
sparselizard mumps 105,993 -5.378 20.7 0.7 20.6 0.93
calculix spooles 100,822 -5.380 22.2 0.4 21.8 0.66
c=0.5 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 100,822 -5.381 9.7 0.1 9.6 0.12
calculix diagonal 100,822 -5.380 12.2 0.1 12.1 0.12
aster cholesky 105,993 -5.380 12.2 1.0 11.2 0.31
reflex gamg 105,993 -5.380 12.6 0.2 12.0 0.45
reflex hypre 105,993 -5.380 14.7 0.2 14.1 0.55
calculix spooles 100,822 -5.380 22.2 0.4 21.8 0.66
aster mumps 105,993 -5.380 16.1 1.5 14.6 0.87
sparselizard mumps 105,993 -5.378 20.7 0.7 20.6 0.93
aster default 116,335 -5.380 17.9 1.5 16.4 0.96
reflex mumps 105,993 -5.380 13.1 0.6 12.1 1.18
feenox gamg 105,993 -5.379 8.1 0.7 7.4 1.31
feenox mumps 105,993 -5.380 9.0 1.0 7.7 2.00

6.22 c=0.475

c=0.475 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 122,712 -5.384 9.6 0.7 8.9 1.58
feenox mumps 122,712 -5.384 11.2 1.2 9.7 2.45
calculix cholesky 117,220 -5.376 11.9 0.1 11.8 0.14
aster cholesky 122,712 -5.384 14.5 1.3 13.2 0.34
reflex gamg 122,712 -5.383 15.2 0.3 14.6 0.52
calculix diagonal 117,220 -5.384 15.3 0.1 15.1 0.14
reflex mumps 122,712 -5.384 15.3 0.7 14.3 1.32
reflex hypre 122,712 -5.384 17.3 0.3 16.7 0.63
aster mumps 122,712 -5.384 19.4 1.8 17.6 1.04
aster default 133,696 -5.384 21.5 1.8 19.6 1.14
sparselizard mumps 122,712 -5.383 24.5 0.9 24.4 1.06
calculix spooles 117,220 -5.384 28.2 0.4 27.8 0.80
c=0.475 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 117,220 -5.376 11.9 0.1 11.8 0.14
calculix diagonal 117,220 -5.384 15.3 0.1 15.1 0.14
aster cholesky 122,712 -5.384 14.5 1.3 13.2 0.34
reflex gamg 122,712 -5.383 15.2 0.3 14.6 0.52
reflex hypre 122,712 -5.384 17.3 0.3 16.7 0.63
calculix spooles 117,220 -5.384 28.2 0.4 27.8 0.80
aster mumps 122,712 -5.384 19.4 1.8 17.6 1.04
sparselizard mumps 122,712 -5.383 24.5 0.9 24.4 1.06
aster default 133,696 -5.384 21.5 1.8 19.6 1.14
reflex mumps 122,712 -5.384 15.3 0.7 14.3 1.32
feenox gamg 122,712 -5.384 9.6 0.7 8.9 1.58
feenox mumps 122,712 -5.384 11.2 1.2 9.7 2.45

6.23 c=0.45

c=0.45 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 137,829 -5.378 11.3 1.0 10.2 1.89
feenox mumps 137,829 -5.378 12.8 1.5 11.1 2.85
calculix cholesky 131,808 -5.374 13.9 0.2 13.7 0.15
aster cholesky 137,829 -5.378 16.5 1.4 15.1 0.37
reflex gamg 137,829 -5.378 16.8 0.4 16.1 0.58
reflex mumps 137,829 -5.378 17.9 0.8 16.9 1.56
calculix diagonal 131,808 -5.378 18.1 0.2 18.0 0.15
reflex hypre 137,829 -5.378 20.0 0.4 19.3 0.70
aster mumps 137,829 -5.378 23.3 1.9 21.4 1.19
aster default 149,871 -5.378 25.7 2.1 23.5 1.29
sparselizard mumps 137,829 -5.376 29.8 1.0 29.6 1.22
calculix spooles 131,808 -5.378 34.2 0.6 33.7 0.92
c=0.45 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 131,808 -5.374 13.9 0.2 13.7 0.15
calculix diagonal 131,808 -5.378 18.1 0.2 18.0 0.15
aster cholesky 137,829 -5.378 16.5 1.4 15.1 0.37
reflex gamg 137,829 -5.378 16.8 0.4 16.1 0.58
reflex hypre 137,829 -5.378 20.0 0.4 19.3 0.70
calculix spooles 131,808 -5.378 34.2 0.6 33.7 0.92
aster mumps 137,829 -5.378 23.3 1.9 21.4 1.19
sparselizard mumps 137,829 -5.376 29.8 1.0 29.6 1.22
aster default 149,871 -5.378 25.7 2.1 23.5 1.29
reflex mumps 137,829 -5.378 17.9 0.8 16.9 1.56
feenox gamg 137,829 -5.378 11.3 1.0 10.2 1.89
feenox mumps 137,829 -5.378 12.8 1.5 11.1 2.85

6.24 c=0.425

c=0.425 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 162,015 -5.381 13.3 1.1 12.2 2.05
feenox mumps 162,015 -5.381 17.1 1.6 15.2 3.31
calculix cholesky 154,896 -5.379 17.3 0.2 17.0 0.18
aster cholesky 162,015 -5.381 19.5 1.4 18.1 0.42
reflex gamg 162,015 -5.381 20.1 0.4 19.4 0.67
reflex mumps 162,015 -5.381 22.6 0.9 21.4 1.93
calculix diagonal 154,896 -5.381 22.7 0.2 22.5 0.18
reflex hypre 162,015 -5.381 24.3 0.4 23.6 0.82
aster mumps 162,015 -5.381 28.1 2.2 25.9 1.50
aster default 176,253 -5.381 30.9 2.5 28.4 1.59
sparselizard mumps 162,015 -5.380 42.0 1.4 41.6 1.57
calculix spooles 154,896 -5.381 46.9 0.7 46.3 1.15
c=0.425 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 154,896 -5.379 17.3 0.2 17.0 0.18
calculix diagonal 154,896 -5.381 22.7 0.2 22.5 0.18
aster cholesky 162,015 -5.381 19.5 1.4 18.1 0.42
reflex gamg 162,015 -5.381 20.1 0.4 19.4 0.67
reflex hypre 162,015 -5.381 24.3 0.4 23.6 0.82
calculix spooles 154,896 -5.381 46.9 0.7 46.3 1.15
aster mumps 162,015 -5.381 28.1 2.2 25.9 1.50
sparselizard mumps 162,015 -5.380 42.0 1.4 41.6 1.57
aster default 176,253 -5.381 30.9 2.5 28.4 1.59
reflex mumps 162,015 -5.381 22.6 0.9 21.4 1.93
feenox gamg 162,015 -5.381 13.3 1.1 12.2 2.05
feenox mumps 162,015 -5.381 17.1 1.6 15.2 3.31

6.25 c=0.4

c=0.4 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 189,246 -5.378 16.2 1.2 15.0 2.30
calculix cholesky 181,295 -5.377 20.8 0.2 20.5 0.21
feenox mumps 189,246 -5.378 21.4 2.0 19.2 3.86
reflex gamg 189,246 -5.378 23.9 0.5 23.1 0.78
aster cholesky 189,246 -5.378 24.2 2.0 22.2 0.47
reflex mumps 189,246 -5.378 27.9 1.3 26.3 2.32
calculix diagonal 181,295 -5.378 28.3 0.2 28.1 0.21
reflex hypre 189,246 -5.378 29.0 0.5 28.2 0.96
aster mumps 189,246 -5.378 36.8 2.8 33.9 1.83
aster default 205,148 -5.378 40.6 3.0 37.6 1.93
sparselizard mumps 189,246 -5.375 53.7 1.5 53.4 1.89
calculix spooles 181,295 -5.378 63.1 0.7 62.4 1.41
c=0.4 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 181,295 -5.377 20.8 0.2 20.5 0.21
calculix diagonal 181,295 -5.378 28.3 0.2 28.1 0.21
aster cholesky 189,246 -5.378 24.2 2.0 22.2 0.47
reflex gamg 189,246 -5.378 23.9 0.5 23.1 0.78
reflex hypre 189,246 -5.378 29.0 0.5 28.2 0.96
calculix spooles 181,295 -5.378 63.1 0.7 62.4 1.41
aster mumps 189,246 -5.378 36.8 2.8 33.9 1.83
sparselizard mumps 189,246 -5.375 53.7 1.5 53.4 1.89
aster default 205,148 -5.378 40.6 3.0 37.6 1.93
feenox gamg 189,246 -5.378 16.2 1.2 15.0 2.30
reflex mumps 189,246 -5.378 27.9 1.3 26.3 2.32
feenox mumps 189,246 -5.378 21.4 2.0 19.2 3.86

6.26 c=0.375

c=0.375 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 225,378 -5.374 19.3 1.5 17.9 2.74
calculix cholesky 216,928 -5.368 26.1 0.4 25.7 0.25
feenox mumps 225,378 -5.375 27.5 2.2 25.0 4.65
reflex gamg 225,378 -5.376 29.2 0.6 28.3 0.93
aster cholesky 225,378 -5.375 29.5 2.2 27.3 0.55
reflex hypre 225,378 -5.375 35.2 0.6 34.3 1.14
calculix diagonal 216,928 -5.375 36.8 0.3 36.5 0.25
reflex mumps 225,378 -5.375 37.7 1.5 35.6 2.93
aster mumps 225,378 -5.375 47.5 3.1 44.4 2.25
aster default 242,278 -5.375 52.3 3.6 47.9 2.39
sparselizard mumps 225,378 -5.373 79.2 4.0 76.5 2.44
calculix spooles 216,928 -5.374 90.6 1.0 89.6 1.79
c=0.375 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 216,928 -5.368 26.1 0.4 25.7 0.25
calculix diagonal 216,928 -5.375 36.8 0.3 36.5 0.25
aster cholesky 225,378 -5.375 29.5 2.2 27.3 0.55
reflex gamg 225,378 -5.376 29.2 0.6 28.3 0.93
reflex hypre 225,378 -5.375 35.2 0.6 34.3 1.14
calculix spooles 216,928 -5.374 90.6 1.0 89.6 1.79
aster mumps 225,378 -5.375 47.5 3.1 44.4 2.25
aster default 242,278 -5.375 52.3 3.6 47.9 2.39
sparselizard mumps 225,378 -5.373 79.2 4.0 76.5 2.44
feenox gamg 225,378 -5.374 19.3 1.5 17.9 2.74
reflex mumps 225,378 -5.375 37.7 1.5 35.6 2.93
feenox mumps 225,378 -5.375 27.5 2.2 25.0 4.65

6.27 c=0.35

c=0.35 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 263,538 -5.377 23.6 1.6 22.0 3.43
calculix cholesky 253,342 -5.376 33.4 0.4 33.0 0.30
reflex gamg 263,538 -5.376 34.0 0.6 33.1 1.08
feenox mumps 263,538 -5.377 35.2 3.1 31.8 5.86
aster cholesky 263,538 -5.377 36.0 2.7 33.3 0.62
reflex hypre 263,538 -5.377 42.2 0.8 41.1 1.34
calculix diagonal 253,342 -5.377 44.7 0.3 44.3 0.30
reflex mumps 263,538 -5.377 44.9 1.9 42.8 3.55
aster mumps 263,538 -5.377 58.5 4.1 54.4 2.76
aster default 283,930 -5.377 64.5 4.2 60.4 2.96
sparselizard mumps 263,538 -5.376 98.2 5.0 94.8 2.93
calculix spooles 253,342 -5.377 120.0 1.2 118.8 2.20
c=0.35 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 253,342 -5.376 33.4 0.4 33.0 0.30
calculix diagonal 253,342 -5.377 44.7 0.3 44.3 0.30
aster cholesky 263,538 -5.377 36.0 2.7 33.3 0.62
reflex gamg 263,538 -5.376 34.0 0.6 33.1 1.08
reflex hypre 263,538 -5.377 42.2 0.8 41.1 1.34
calculix spooles 253,342 -5.377 120.0 1.2 118.8 2.20
aster mumps 263,538 -5.377 58.5 4.1 54.4 2.76
sparselizard mumps 263,538 -5.376 98.2 5.0 94.8 2.93
aster default 283,930 -5.377 64.5 4.2 60.4 2.96
feenox gamg 263,538 -5.377 23.6 1.6 22.0 3.43
reflex mumps 263,538 -5.377 44.9 1.9 42.8 3.55
feenox mumps 263,538 -5.377 35.2 3.1 31.8 5.86

6.28 c=0.325

c=0.325 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 335,700 -5.373 30.3 2.2 28.0 4.28
reflex gamg 335,700 -5.374 45.0 0.9 43.8 1.37
calculix cholesky 324,077 -5.372 45.9 0.5 45.5 0.38
aster cholesky 335,700 -5.374 48.6 3.1 45.5 0.77
feenox mumps 335,700 -5.374 51.4 3.7 47.4 7.63
reflex hypre 335,700 -5.374 57.5 1.0 56.2 1.70
calculix diagonal 324,077 -5.374 64.6 0.4 64.2 0.38
reflex mumps 335,700 -5.374 66.2 2.4 63.3 4.83
aster mumps 335,700 -5.374 84.6 4.9 79.7 3.87
aster default 358,946 -5.374 92.5 5.5 86.4 4.10
sparselizard mumps 335,700 -5.373 172.3 6.6 167.9 4.31
calculix spooles 324,077 -5.374 192.5 1.6 190.9 3.05
c=0.325 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 324,077 -5.372 45.9 0.5 45.5 0.38
calculix diagonal 324,077 -5.374 64.6 0.4 64.2 0.38
aster cholesky 335,700 -5.374 48.6 3.1 45.5 0.77
reflex gamg 335,700 -5.374 45.0 0.9 43.8 1.37
reflex hypre 335,700 -5.374 57.5 1.0 56.2 1.70
calculix spooles 324,077 -5.374 192.5 1.6 190.9 3.05
aster mumps 335,700 -5.374 84.6 4.9 79.7 3.87
aster default 358,946 -5.374 92.5 5.5 86.4 4.10
feenox gamg 335,700 -5.373 30.3 2.2 28.0 4.28
sparselizard mumps 335,700 -5.373 172.3 6.6 167.9 4.31
reflex mumps 335,700 -5.374 66.2 2.4 63.3 4.83
feenox mumps 335,700 -5.374 51.4 3.7 47.4 7.63

6.29 c=0.3

c=0.3 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 404,478 -5.370 37.3 2.5 34.7 5.18
reflex gamg 404,478 -5.371 56.0 1.0 54.6 1.66
calculix cholesky 391,191 -5.368 58.9 0.5 58.3 0.46
aster cholesky 404,478 -5.370 62.7 4.1 58.5 0.91
feenox mumps 404,478 -5.369 71.6 4.6 66.8 9.68
reflex hypre 404,478 -5.369 72.7 1.2 71.2 2.05
calculix diagonal 391,191 -5.369 83.8 0.5 83.3 0.46
reflex mumps 404,478 -5.369 86.6 3.0 83.3 6.18
aster mumps 404,478 -5.370 110.5 6.5 104.0 4.88
aster default 431,052 -5.370 122.5 6.7 115.8 5.28
sparselizard mumps 404,478 -5.369 205.9 7.9 200.7 5.03
calculix spooles 391,191 -5.369 286.8 2.0 284.7 3.98
c=0.3 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 391,191 -5.368 58.9 0.5 58.3 0.46
calculix diagonal 391,191 -5.369 83.8 0.5 83.3 0.46
aster cholesky 404,478 -5.370 62.7 4.1 58.5 0.91
reflex gamg 404,478 -5.371 56.0 1.0 54.6 1.66
reflex hypre 404,478 -5.369 72.7 1.2 71.2 2.05
calculix spooles 391,191 -5.369 286.8 2.0 284.7 3.98
aster mumps 404,478 -5.370 110.5 6.5 104.0 4.88
sparselizard mumps 404,478 -5.369 205.9 7.9 200.7 5.03
feenox gamg 404,478 -5.370 37.3 2.5 34.7 5.18
aster default 431,052 -5.370 122.5 6.7 115.8 5.28
reflex mumps 404,478 -5.369 86.6 3.0 83.3 6.18
feenox mumps 404,478 -5.369 71.6 4.6 66.8 9.68

6.30 c=0.275

c=0.275 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 531,780 -5.366 51.7 3.4 48.2 6.54
reflex gamg 531,780 -5.367 75.0 1.2 73.5 2.17
calculix cholesky 515,477 -5.364 84.5 0.8 83.7 0.61
aster cholesky 531,780 -5.367 95.2 5.0 81.4 1.16
reflex hypre 531,780 -5.367 103.9 1.6 102.1 2.69
feenox mumps 531,780 -5.367 115.9 6.3 109.1 13.25
calculix diagonal 515,477 -5.367 125.7 0.7 125.0 0.61
reflex mumps 531,780 -5.367 130.8 4.2 126.2 8.73
aster mumps 531,780 -5.367 177.3 8.5 159.9 7.09
aster default 564,386 -5.367 185.9 9.2 176.5 7.52
sparselizard mumps 531,780 -5.366 339.6 11.2 331.8 7.28
calculix spooles 515,477 -5.367 514.1 3.1 510.9 5.80
c=0.275 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 515,477 -5.364 84.5 0.8 83.7 0.61
calculix diagonal 515,477 -5.367 125.7 0.7 125.0 0.61
aster cholesky 531,780 -5.367 95.2 5.0 81.4 1.16
reflex gamg 531,780 -5.367 75.0 1.2 73.5 2.17
reflex hypre 531,780 -5.367 103.9 1.6 102.1 2.69
calculix spooles 515,477 -5.367 514.1 3.1 510.9 5.80
feenox gamg 531,780 -5.366 51.7 3.4 48.2 6.54
aster mumps 531,780 -5.367 177.3 8.5 159.9 7.09
sparselizard mumps 531,780 -5.366 339.6 11.2 331.8 7.28
aster default 564,386 -5.367 185.9 9.2 176.5 7.52
reflex mumps 531,780 -5.367 130.8 4.2 126.2 8.73
feenox mumps 531,780 -5.367 115.9 6.3 109.1 13.25

6.31 c=0.25

c=0.25 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
feenox gamg 678,636 -5.371 68.9 4.5 64.4 8.37
reflex gamg 678,636 -5.371 100.7 1.6 98.8 2.78
aster cholesky 678,636 -5.371 119.8 7.0 112.9 1.46
calculix cholesky 659,545 -5.371 122.2 1.0 121.2 0.78
reflex hypre 678,636 -5.371 134.8 2.0 132.4 3.45
calculix diagonal 659,545 -5.371 176.3 0.9 175.4 0.78
reflex mumps 678,636 -5.371 193.6 6.0 186.8 12.04
aster mumps 678,636 -5.371 263.0 12.1 250.8 10.00
aster default 716,818 -5.371 282.6 12.6 269.2 10.50
sparselizard mumps 678,636 -5.370 610.4 15.0 599.4 10.54
calculix spooles 659,545 -5.371 837.9 4.2 833.5 8.07
c=0.25 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 659,545 -5.371 122.2 1.0 121.2 0.78
calculix diagonal 659,545 -5.371 176.3 0.9 175.4 0.78
aster cholesky 678,636 -5.371 119.8 7.0 112.9 1.46
reflex gamg 678,636 -5.371 100.7 1.6 98.8 2.78
reflex hypre 678,636 -5.371 134.8 2.0 132.4 3.45
calculix spooles 659,545 -5.371 837.9 4.2 833.5 8.07
feenox gamg 678,636 -5.371 68.9 4.5 64.4 8.37
aster mumps 678,636 -5.371 263.0 12.1 250.8 10.00
aster default 716,818 -5.371 282.6 12.6 269.2 10.50
sparselizard mumps 678,636 -5.370 610.4 15.0 599.4 10.54
reflex mumps 678,636 -5.371 193.6 6.0 186.8 12.04

6.32 c=0.225

c=0.225 sorted by wall time
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
aster default 962,138 0.000 0.0 0.0 0.0 0.00
aster mumps 915,996 0.000 0.0 0.0 0.0 0.00
feenox mumps 0 0.000 0.0 0.0 0.0 0.00
reflex mumps 915,996 0.000 0.0 0.0 0.0 0.00
feenox gamg 915,996 -5.367 91.3 6.4 84.9 12.07
reflex gamg 915,996 -5.367 137.1 2.2 134.5 3.77
sparselizard mumps 915,996 0.000 150.8 14.8 141.8 5.41
aster cholesky 915,996 -5.367 175.8 10.0 165.1 1.94
calculix cholesky 892,925 -5.365 186.1 1.3 184.7 1.07
reflex hypre 915,996 -5.367 186.6 2.6 183.6 4.68
calculix diagonal 892,925 -5.366 278.5 1.3 277.2 1.07
calculix spooles 892,925 -5.366 1571.7 6.5 1565.0 12.18
c=0.225 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
aster default 962,138 0.000 0.0 0.0 0.0 0.00
aster mumps 915,996 0.000 0.0 0.0 0.0 0.00
feenox mumps 0 0.000 0.0 0.0 0.0 0.00
reflex mumps 915,996 0.000 0.0 0.0 0.0 0.00
calculix cholesky 892,925 -5.365 186.1 1.3 184.7 1.07
calculix diagonal 892,925 -5.366 278.5 1.3 277.2 1.07
aster cholesky 915,996 -5.367 175.8 10.0 165.1 1.94
reflex gamg 915,996 -5.367 137.1 2.2 134.5 3.77
reflex hypre 915,996 -5.367 186.6 2.6 183.6 4.68
sparselizard mumps 915,996 0.000 150.8 14.8 141.8 5.41
feenox gamg 915,996 -5.367 91.3 6.4 84.9 12.07
calculix spooles 892,925 -5.366 1571.7 6.5 1565.0 12.18