Parametric NAFEMS LE10 benchmark with hex elements

Comparison of resource consumption for different FEA programs

1 Architecture

Date Wed Jun 22 14:03:36 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 hex 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 spooles 5,736 -5.737 0.5 0.0 0.5 0.04
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
feenox gamg 6,339 -5.735 0.7 0.0 0.7 0.13
feenox mumps 6,339 -5.735 0.7 0.1 0.3 0.18
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
reflex mumps 6,339 -5.735 1.0 0.1 0.6 0.12
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
reflex hypre 6,339 -5.735 1.1 0.0 0.8 0.09
reflex gamg 6,339 -5.735 1.4 0.0 1.0 0.09
aster cholesky 6,339 -5.517 1.9 0.3 1.6 0.12
aster mumps 6,339 -5.517 2.1 0.3 1.8 0.14
aster default 7,545 -5.517 2.2 0.3 1.8 0.15
c=1 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
calculix spooles 5,736 -5.737 0.5 0.0 0.5 0.04
reflex gamg 6,339 -5.735 1.4 0.0 1.0 0.09
reflex hypre 6,339 -5.735 1.1 0.0 0.8 0.09
aster cholesky 6,339 -5.517 1.9 0.3 1.6 0.12
reflex mumps 6,339 -5.735 1.0 0.1 0.6 0.12
feenox gamg 6,339 -5.735 0.7 0.0 0.7 0.13
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
aster mumps 6,339 -5.517 2.1 0.3 1.8 0.14
aster default 7,545 -5.517 2.2 0.3 1.8 0.15
feenox mumps 6,339 -5.735 0.7 0.1 0.3 0.18

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 spooles 5,736 -5.737 0.5 0.0 0.5 0.04
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
feenox mumps 6,339 -5.735 0.6 0.1 0.3 0.18
feenox gamg 6,339 -5.735 0.7 0.1 0.6 0.13
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
reflex mumps 6,339 -5.735 1.0 0.1 0.7 0.12
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
reflex hypre 6,339 -5.735 1.1 0.0 0.8 0.09
reflex gamg 6,339 -5.735 1.4 0.0 1.0 0.09
aster cholesky 6,339 -5.517 2.0 0.3 1.7 0.12
aster mumps 6,339 -5.517 2.1 0.3 1.8 0.14
aster default 7,545 -5.517 2.2 0.4 1.8 0.15
c=0.975 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
calculix spooles 5,736 -5.737 0.5 0.0 0.5 0.04
reflex gamg 6,339 -5.735 1.4 0.0 1.0 0.09
reflex hypre 6,339 -5.735 1.1 0.0 0.8 0.09
aster cholesky 6,339 -5.517 2.0 0.3 1.7 0.12
reflex mumps 6,339 -5.735 1.0 0.1 0.7 0.12
feenox gamg 6,339 -5.735 0.7 0.1 0.6 0.13
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
aster mumps 6,339 -5.517 2.1 0.3 1.8 0.14
aster default 7,545 -5.517 2.2 0.4 1.8 0.15
feenox mumps 6,339 -5.735 0.6 0.1 0.3 0.18

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]
calculix spooles 5,736 -5.737 0.5 0.0 0.5 0.04
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
feenox gamg 6,339 -5.735 0.7 0.1 0.6 0.13
feenox mumps 6,339 -5.735 0.7 0.1 0.3 0.18
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
reflex mumps 6,339 -5.735 1.0 0.1 0.7 0.12
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
reflex hypre 6,339 -5.735 1.1 0.1 0.7 0.09
reflex gamg 6,339 -5.735 1.4 0.0 1.0 0.09
aster cholesky 6,339 -5.517 1.9 0.3 1.6 0.12
aster default 7,545 -5.517 2.1 0.3 1.8 0.15
aster mumps 6,339 -5.517 2.1 0.3 1.8 0.14
c=0.95 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
calculix spooles 5,736 -5.737 0.5 0.0 0.5 0.04
reflex gamg 6,339 -5.735 1.4 0.0 1.0 0.09
reflex hypre 6,339 -5.735 1.1 0.1 0.7 0.09
aster cholesky 6,339 -5.517 1.9 0.3 1.6 0.12
reflex mumps 6,339 -5.735 1.0 0.1 0.7 0.12
feenox gamg 6,339 -5.735 0.7 0.1 0.6 0.13
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
aster mumps 6,339 -5.517 2.1 0.3 1.8 0.14
aster default 7,545 -5.517 2.1 0.3 1.8 0.15
feenox mumps 6,339 -5.735 0.7 0.1 0.3 0.18

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]
calculix spooles 5,736 -5.737 0.5 0.0 0.5 0.04
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
feenox gamg 6,339 -5.735 0.7 0.1 0.6 0.13
feenox mumps 6,339 -5.735 0.7 0.1 0.3 0.18
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
reflex mumps 6,339 -5.735 1.0 0.1 0.7 0.12
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
reflex hypre 6,339 -5.735 1.1 0.1 0.7 0.09
reflex gamg 6,339 -5.735 1.3 0.0 1.0 0.09
aster cholesky 6,339 -5.517 2.0 0.3 1.6 0.12
aster default 7,545 -5.517 2.2 0.3 1.9 0.15
aster mumps 6,339 -5.517 3.7 0.3 1.8 0.14
c=0.925 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 5,736 -5.734 0.9 0.0 0.9 0.02
calculix diagonal 5,736 -5.736 0.6 0.0 0.6 0.02
calculix spooles 5,736 -5.737 0.5 0.0 0.5 0.04
reflex gamg 6,339 -5.735 1.3 0.0 1.0 0.09
reflex hypre 6,339 -5.735 1.1 0.1 0.7 0.09
aster cholesky 6,339 -5.517 2.0 0.3 1.6 0.12
reflex mumps 6,339 -5.735 1.0 0.1 0.7 0.12
feenox gamg 6,339 -5.735 0.7 0.1 0.6 0.13
sparselizard mumps 11,475 -5.767 1.0 0.1 1.0 0.13
aster mumps 6,339 -5.517 3.7 0.3 1.8 0.14
aster default 7,545 -5.517 2.2 0.3 1.9 0.15
feenox mumps 6,339 -5.735 0.7 0.1 0.3 0.18

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]
calculix diagonal 6,204 -5.714 0.6 0.0 0.6 0.02
calculix spooles 6,204 -5.715 0.6 0.0 0.5 0.05
feenox gamg 6,837 -5.713 0.7 0.1 0.6 0.14
feenox mumps 6,837 -5.713 0.7 0.1 0.3 0.20
calculix cholesky 6,204 -5.713 1.0 0.0 1.0 0.02
reflex mumps 6,837 -5.713 1.1 0.1 0.7 0.13
sparselizard mumps 12,393 -5.730 1.1 0.1 1.1 0.13
reflex hypre 6,837 -5.713 1.2 0.0 0.8 0.10
reflex gamg 6,837 -5.713 1.4 0.0 1.1 0.09
aster cholesky 6,837 -5.499 2.0 0.3 1.7 0.12
aster mumps 6,837 -5.499 2.1 0.3 1.8 0.15
aster default 8,103 -5.499 2.2 0.3 1.9 0.16
c=0.9 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 6,204 -5.713 1.0 0.0 1.0 0.02
calculix diagonal 6,204 -5.714 0.6 0.0 0.6 0.02
calculix spooles 6,204 -5.715 0.6 0.0 0.5 0.05
reflex gamg 6,837 -5.713 1.4 0.0 1.1 0.09
reflex hypre 6,837 -5.713 1.2 0.0 0.8 0.10
aster cholesky 6,837 -5.499 2.0 0.3 1.7 0.12
reflex mumps 6,837 -5.713 1.1 0.1 0.7 0.13
sparselizard mumps 12,393 -5.730 1.1 0.1 1.1 0.13
feenox gamg 6,837 -5.713 0.7 0.1 0.6 0.14
aster mumps 6,837 -5.499 2.1 0.3 1.8 0.15
aster default 8,103 -5.499 2.2 0.3 1.9 0.16
feenox mumps 6,837 -5.713 0.7 0.1 0.3 0.20

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]
calculix spooles 6,959 -5.712 0.7 0.0 0.6 0.05
calculix diagonal 6,959 -5.711 0.8 0.0 0.7 0.02
feenox gamg 7,620 -5.710 0.8 0.1 0.7 0.15
feenox mumps 7,620 -5.710 0.8 0.1 0.4 0.23
calculix cholesky 6,959 -5.711 1.1 0.0 1.1 0.02
reflex hypre 7,620 -5.710 1.2 0.1 0.9 0.11
reflex mumps 7,620 -5.710 1.3 0.1 0.9 0.15
sparselizard mumps 13,851 -5.733 1.3 0.1 1.3 0.15
reflex gamg 7,620 -5.710 1.6 0.0 1.2 0.10
aster cholesky 7,620 -5.531 2.1 0.3 1.7 0.13
aster mumps 7,620 -5.531 2.3 0.3 1.9 0.16
aster default 8,942 -5.531 2.4 0.3 2.1 0.17
c=0.875 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 6,959 -5.711 1.1 0.0 1.1 0.02
calculix diagonal 6,959 -5.711 0.8 0.0 0.7 0.02
calculix spooles 6,959 -5.712 0.7 0.0 0.6 0.05
reflex gamg 7,620 -5.710 1.6 0.0 1.2 0.10
reflex hypre 7,620 -5.710 1.2 0.1 0.9 0.11
aster cholesky 7,620 -5.531 2.1 0.3 1.7 0.13
feenox gamg 7,620 -5.710 0.8 0.1 0.7 0.15
reflex mumps 7,620 -5.710 1.3 0.1 0.9 0.15
sparselizard mumps 13,851 -5.733 1.3 0.1 1.3 0.15
aster mumps 7,620 -5.531 2.3 0.3 1.9 0.16
aster default 8,942 -5.531 2.4 0.3 2.1 0.17
feenox mumps 7,620 -5.710 0.8 0.1 0.4 0.23

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]
calculix spooles 7,484 -5.693 0.7 0.0 0.7 0.06
calculix diagonal 7,484 -5.693 0.8 0.0 0.8 0.02
feenox gamg 8,175 -5.691 0.8 0.1 0.8 0.16
feenox mumps 8,175 -5.691 0.8 0.1 0.4 0.23
calculix cholesky 7,484 -5.692 1.2 0.0 1.2 0.02
reflex mumps 8,175 -5.691 1.2 0.1 0.8 0.14
reflex hypre 8,175 -5.691 1.3 0.0 1.0 0.11
sparselizard mumps 14,877 -5.702 1.4 0.1 1.4 0.16
reflex gamg 8,175 -5.691 1.7 0.0 1.4 0.10
aster cholesky 8,175 -5.515 2.1 0.3 1.8 0.13
aster mumps 8,175 -5.515 2.3 0.3 2.0 0.16
aster default 9,557 -5.515 2.5 0.3 2.1 0.17
c=0.85 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 7,484 -5.692 1.2 0.0 1.2 0.02
calculix diagonal 7,484 -5.693 0.8 0.0 0.8 0.02
calculix spooles 7,484 -5.693 0.7 0.0 0.7 0.06
reflex gamg 8,175 -5.691 1.7 0.0 1.4 0.10
reflex hypre 8,175 -5.691 1.3 0.0 1.0 0.11
aster cholesky 8,175 -5.515 2.1 0.3 1.8 0.13
reflex mumps 8,175 -5.691 1.2 0.1 0.8 0.14
aster mumps 8,175 -5.515 2.3 0.3 2.0 0.16
feenox gamg 8,175 -5.691 0.8 0.1 0.8 0.16
sparselizard mumps 14,877 -5.702 1.4 0.1 1.4 0.16
aster default 9,557 -5.515 2.5 0.3 2.1 0.17
feenox mumps 8,175 -5.691 0.8 0.1 0.4 0.23

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]
calculix diagonal 7,484 -5.693 0.8 0.0 0.8 0.02
calculix spooles 7,484 -5.693 0.8 0.0 0.7 0.06
feenox gamg 8,175 -5.691 0.8 0.1 0.8 0.16
feenox mumps 8,175 -5.691 0.8 0.1 0.5 0.23
calculix cholesky 7,484 -5.692 1.2 0.0 1.2 0.02
reflex mumps 8,175 -5.691 1.2 0.1 0.9 0.14
reflex hypre 8,175 -5.691 1.4 0.0 1.0 0.11
sparselizard mumps 14,877 -5.702 1.4 0.1 1.4 0.16
reflex gamg 8,175 -5.691 1.7 0.0 1.3 0.10
aster cholesky 8,175 -5.515 2.1 0.3 1.7 0.13
aster mumps 8,175 -5.515 2.3 0.3 2.0 0.16
aster default 9,557 -5.515 2.4 0.3 2.1 0.17
c=0.825 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 7,484 -5.692 1.2 0.0 1.2 0.02
calculix diagonal 7,484 -5.693 0.8 0.0 0.8 0.02
calculix spooles 7,484 -5.693 0.8 0.0 0.7 0.06
reflex gamg 8,175 -5.691 1.7 0.0 1.3 0.10
reflex hypre 8,175 -5.691 1.4 0.0 1.0 0.11
aster cholesky 8,175 -5.515 2.1 0.3 1.7 0.13
reflex mumps 8,175 -5.691 1.2 0.1 0.9 0.14
aster mumps 8,175 -5.515 2.3 0.3 2.0 0.16
feenox gamg 8,175 -5.691 0.8 0.1 0.8 0.16
sparselizard mumps 14,877 -5.702 1.4 0.1 1.4 0.16
aster default 9,557 -5.515 2.4 0.3 2.1 0.17
feenox mumps 8,175 -5.691 0.8 0.1 0.5 0.23

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]
calculix spooles 8,878 -5.671 0.9 0.0 0.9 0.07
feenox mumps 9,627 -5.669 0.9 0.1 0.5 0.27
calculix diagonal 8,878 -5.670 1.0 0.0 1.0 0.03
feenox gamg 9,627 -5.669 1.0 0.1 0.9 0.19
reflex mumps 9,627 -5.669 1.4 0.1 1.0 0.17
calculix cholesky 8,878 -5.666 1.5 0.0 1.5 0.03
reflex hypre 9,627 -5.669 1.5 0.0 1.2 0.12
reflex gamg 9,627 -5.669 1.9 0.0 1.6 0.11
sparselizard mumps 17,577 -5.676 1.9 0.2 1.8 0.19
aster cholesky 9,627 -5.528 2.2 0.3 1.9 0.13
aster mumps 9,627 -5.528 2.5 0.3 2.2 0.17
aster default 11,125 -5.528 2.6 0.4 2.2 0.17
c=0.8 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 8,878 -5.666 1.5 0.0 1.5 0.03
calculix diagonal 8,878 -5.670 1.0 0.0 1.0 0.03
calculix spooles 8,878 -5.671 0.9 0.0 0.9 0.07
reflex gamg 9,627 -5.669 1.9 0.0 1.6 0.11
reflex hypre 9,627 -5.669 1.5 0.0 1.2 0.12
aster cholesky 9,627 -5.528 2.2 0.3 1.9 0.13
aster default 11,125 -5.528 2.6 0.4 2.2 0.17
aster mumps 9,627 -5.528 2.5 0.3 2.2 0.17
reflex mumps 9,627 -5.669 1.4 0.1 1.0 0.17
feenox gamg 9,627 -5.669 1.0 0.1 0.9 0.19
sparselizard mumps 17,577 -5.676 1.9 0.2 1.8 0.19
feenox mumps 9,627 -5.669 0.9 0.1 0.5 0.27

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]
calculix spooles 8,878 -5.671 0.9 0.0 0.9 0.07
feenox mumps 9,627 -5.669 0.9 0.2 0.5 0.27
calculix diagonal 8,878 -5.670 1.0 0.0 1.0 0.03
feenox gamg 9,627 -5.669 1.0 0.1 0.9 0.19
reflex mumps 9,627 -5.669 1.4 0.1 1.0 0.17
calculix cholesky 8,878 -5.666 1.5 0.0 1.5 0.03
reflex hypre 9,627 -5.669 1.5 0.0 1.2 0.12
reflex gamg 9,627 -5.669 1.9 0.1 1.5 0.11
sparselizard mumps 17,577 -5.676 1.9 0.1 1.9 0.19
aster cholesky 9,627 -5.528 2.2 0.3 1.9 0.13
aster mumps 9,627 -5.528 2.5 0.4 2.1 0.17
aster default 11,125 -5.528 2.6 0.4 2.2 0.17
c=0.775 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 8,878 -5.666 1.5 0.0 1.5 0.03
calculix diagonal 8,878 -5.670 1.0 0.0 1.0 0.03
calculix spooles 8,878 -5.671 0.9 0.0 0.9 0.07
reflex gamg 9,627 -5.669 1.9 0.1 1.5 0.11
reflex hypre 9,627 -5.669 1.5 0.0 1.2 0.12
aster cholesky 9,627 -5.528 2.2 0.3 1.9 0.13
aster default 11,125 -5.528 2.6 0.4 2.2 0.17
aster mumps 9,627 -5.528 2.5 0.4 2.1 0.17
reflex mumps 9,627 -5.669 1.4 0.1 1.0 0.17
feenox gamg 9,627 -5.669 1.0 0.1 0.9 0.19
sparselizard mumps 17,577 -5.676 1.9 0.1 1.9 0.19
feenox mumps 9,627 -5.669 0.9 0.2 0.5 0.27

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 10,239 -5.656 0.9 0.1 0.5 0.28
calculix spooles 9,460 -5.657 1.0 0.0 0.9 0.07
calculix diagonal 9,460 -5.656 1.1 0.0 1.1 0.03
feenox gamg 10,239 -5.656 1.1 0.1 1.0 0.20
reflex mumps 10,239 -5.656 1.5 0.1 1.1 0.17
calculix cholesky 9,460 -5.657 1.6 0.0 1.6 0.03
reflex hypre 10,239 -5.656 1.6 0.1 1.2 0.13
reflex gamg 10,239 -5.655 2.0 0.1 1.6 0.12
sparselizard mumps 18,711 -5.655 2.0 0.1 2.0 0.20
aster cholesky 10,239 -5.517 2.2 0.3 1.9 0.14
aster mumps 10,239 -5.517 2.5 0.3 2.1 0.17
aster default 11,797 -5.517 2.7 0.4 2.3 0.18
c=0.75 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 9,460 -5.657 1.6 0.0 1.6 0.03
calculix diagonal 9,460 -5.656 1.1 0.0 1.1 0.03
calculix spooles 9,460 -5.657 1.0 0.0 0.9 0.07
reflex gamg 10,239 -5.655 2.0 0.1 1.6 0.12
reflex hypre 10,239 -5.656 1.6 0.1 1.2 0.13
aster cholesky 10,239 -5.517 2.2 0.3 1.9 0.14
aster mumps 10,239 -5.517 2.5 0.3 2.1 0.17
reflex mumps 10,239 -5.656 1.5 0.1 1.1 0.17
aster default 11,797 -5.517 2.7 0.4 2.3 0.18
feenox gamg 10,239 -5.656 1.1 0.1 1.0 0.20
sparselizard mumps 18,711 -5.655 2.0 0.1 2.0 0.20
feenox mumps 10,239 -5.656 0.9 0.1 0.5 0.28

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 11,193 -5.649 1.0 0.1 0.6 0.31
calculix spooles 10,386 -5.650 1.1 0.1 1.1 0.08
calculix diagonal 10,386 -5.649 1.2 0.0 1.2 0.03
feenox gamg 11,193 -5.649 1.2 0.1 1.0 0.22
reflex mumps 11,193 -5.649 1.7 0.1 1.3 0.18
calculix cholesky 10,386 -5.644 1.8 0.0 1.8 0.03
reflex hypre 11,193 -5.649 1.8 0.1 1.4 0.13
reflex gamg 11,193 -5.649 2.2 0.0 1.8 0.12
sparselizard mumps 20,493 -5.653 2.2 0.1 2.2 0.21
aster cholesky 11,193 -5.537 2.4 0.4 1.9 0.14
aster mumps 11,193 -5.537 2.6 0.4 2.3 0.17
aster default 12,807 -5.537 2.9 0.4 2.5 0.18
c=0.725 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 10,386 -5.644 1.8 0.0 1.8 0.03
calculix diagonal 10,386 -5.649 1.2 0.0 1.2 0.03
calculix spooles 10,386 -5.650 1.1 0.1 1.1 0.08
reflex gamg 11,193 -5.649 2.2 0.0 1.8 0.12
reflex hypre 11,193 -5.649 1.8 0.1 1.4 0.13
aster cholesky 11,193 -5.537 2.4 0.4 1.9 0.14
aster mumps 11,193 -5.537 2.6 0.4 2.3 0.17
aster default 12,807 -5.537 2.9 0.4 2.5 0.18
reflex mumps 11,193 -5.649 1.7 0.1 1.3 0.18
sparselizard mumps 20,493 -5.653 2.2 0.1 2.2 0.21
feenox gamg 11,193 -5.649 1.2 0.1 1.0 0.22
feenox mumps 11,193 -5.649 1.0 0.1 0.6 0.31

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 11,862 -5.637 1.0 0.1 0.7 0.32
calculix spooles 11,025 -5.638 1.1 0.0 1.1 0.08
feenox gamg 11,862 -5.636 1.2 0.1 1.1 0.24
calculix diagonal 11,025 -5.637 1.3 0.0 1.3 0.03
reflex mumps 11,862 -5.637 1.7 0.1 1.4 0.19
reflex hypre 11,862 -5.637 1.8 0.1 1.4 0.14
calculix cholesky 11,025 -5.633 1.9 0.0 1.9 0.03
reflex gamg 11,862 -5.637 2.3 0.1 1.9 0.13
sparselizard mumps 21,735 -5.635 2.3 0.2 2.3 0.23
aster cholesky 11,862 -5.527 2.4 0.4 2.0 0.14
aster mumps 11,862 -5.527 2.7 0.4 2.3 0.18
aster default 13,536 -5.527 2.9 0.4 2.4 0.19
c=0.7 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 11,025 -5.633 1.9 0.0 1.9 0.03
calculix diagonal 11,025 -5.637 1.3 0.0 1.3 0.03
calculix spooles 11,025 -5.638 1.1 0.0 1.1 0.08
reflex gamg 11,862 -5.637 2.3 0.1 1.9 0.13
aster cholesky 11,862 -5.527 2.4 0.4 2.0 0.14
reflex hypre 11,862 -5.637 1.8 0.1 1.4 0.14
aster mumps 11,862 -5.527 2.7 0.4 2.3 0.18
aster default 13,536 -5.527 2.9 0.4 2.4 0.19
reflex mumps 11,862 -5.637 1.7 0.1 1.4 0.19
sparselizard mumps 21,735 -5.635 2.3 0.2 2.3 0.23
feenox gamg 11,862 -5.636 1.2 0.1 1.1 0.24
feenox mumps 11,862 -5.637 1.0 0.1 0.7 0.32

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 11,862 -5.637 1.0 0.1 0.6 0.32
calculix spooles 11,025 -5.638 1.2 0.1 1.1 0.08
feenox gamg 11,862 -5.636 1.2 0.1 1.1 0.24
calculix diagonal 11,025 -5.637 1.3 0.0 1.3 0.03
reflex mumps 11,862 -5.637 1.8 0.1 1.4 0.19
calculix cholesky 11,025 -5.633 1.9 0.0 1.9 0.03
reflex hypre 11,862 -5.637 1.9 0.0 1.5 0.14
reflex gamg 11,862 -5.637 2.3 0.1 2.0 0.13
sparselizard mumps 21,735 -5.635 2.4 0.2 2.3 0.23
aster cholesky 11,862 -5.527 2.5 0.3 2.1 0.14
aster mumps 11,862 -5.527 2.8 0.5 2.3 0.18
aster default 13,536 -5.527 2.9 0.4 2.5 0.19
c=0.675 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 11,025 -5.633 1.9 0.0 1.9 0.03
calculix diagonal 11,025 -5.637 1.3 0.0 1.3 0.03
calculix spooles 11,025 -5.638 1.2 0.1 1.1 0.08
reflex gamg 11,862 -5.637 2.3 0.1 2.0 0.13
aster cholesky 11,862 -5.527 2.5 0.3 2.1 0.14
reflex hypre 11,862 -5.637 1.9 0.0 1.5 0.14
aster mumps 11,862 -5.527 2.8 0.5 2.3 0.18
aster default 13,536 -5.527 2.9 0.4 2.5 0.19
reflex mumps 11,862 -5.637 1.8 0.1 1.4 0.19
sparselizard mumps 21,735 -5.635 2.4 0.2 2.3 0.23
feenox gamg 11,862 -5.636 1.2 0.1 1.1 0.24
feenox mumps 11,862 -5.637 1.0 0.1 0.6 0.32

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 19,335 -5.575 1.8 0.3 1.3 0.56
feenox gamg 19,335 -5.575 2.3 0.2 2.1 0.40
calculix diagonal 18,072 -5.575 2.7 0.0 2.6 0.04
calculix spooles 18,072 -5.576 2.7 0.1 2.6 0.15
reflex mumps 19,335 -5.575 2.9 0.1 2.5 0.33
reflex hypre 19,335 -5.575 3.1 0.1 2.7 0.21
aster cholesky 19,335 -5.449 3.3 0.5 2.8 0.17
calculix cholesky 18,072 -5.577 3.7 0.0 3.6 0.04
reflex gamg 19,335 -5.575 3.9 0.1 3.4 0.19
aster mumps 19,335 -5.449 4.0 0.6 3.4 0.25
aster default 21,861 -5.449 4.4 0.5 3.9 0.27
sparselizard mumps 36,075 -5.577 5.2 0.3 5.2 0.39
c=0.65 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 18,072 -5.577 3.7 0.0 3.6 0.04
calculix diagonal 18,072 -5.575 2.7 0.0 2.6 0.04
calculix spooles 18,072 -5.576 2.7 0.1 2.6 0.15
aster cholesky 19,335 -5.449 3.3 0.5 2.8 0.17
reflex gamg 19,335 -5.575 3.9 0.1 3.4 0.19
reflex hypre 19,335 -5.575 3.1 0.1 2.7 0.21
aster mumps 19,335 -5.449 4.0 0.6 3.4 0.25
aster default 21,861 -5.449 4.4 0.5 3.9 0.27
reflex mumps 19,335 -5.575 2.9 0.1 2.5 0.33
sparselizard mumps 36,075 -5.577 5.2 0.3 5.2 0.39
feenox gamg 19,335 -5.575 2.3 0.2 2.1 0.40
feenox mumps 19,335 -5.575 1.8 0.3 1.3 0.56

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 mumps 20,367 -5.567 1.9 0.3 1.3 0.59
feenox gamg 20,367 -5.567 2.4 0.2 2.2 0.42
calculix spooles 19,062 -5.568 2.9 0.1 2.9 0.16
calculix diagonal 19,062 -5.568 3.0 0.1 2.9 0.05
reflex mumps 20,367 -5.567 3.0 0.2 2.5 0.34
reflex hypre 20,367 -5.567 3.2 0.1 2.8 0.22
aster cholesky 20,367 -5.442 3.3 0.5 2.8 0.17
calculix cholesky 19,062 -5.569 3.9 0.1 3.9 0.05
reflex gamg 20,367 -5.567 4.0 0.1 3.6 0.20
aster mumps 20,367 -5.442 4.1 0.6 3.5 0.26
aster default 22,977 -5.442 4.6 0.6 4.0 0.28
sparselizard mumps 38,025 -5.564 6.1 0.3 6.0 0.43
c=0.625 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 19,062 -5.569 3.9 0.1 3.9 0.05
calculix diagonal 19,062 -5.568 3.0 0.1 2.9 0.05
calculix spooles 19,062 -5.568 2.9 0.1 2.9 0.16
aster cholesky 20,367 -5.442 3.3 0.5 2.8 0.17
reflex gamg 20,367 -5.567 4.0 0.1 3.6 0.20
reflex hypre 20,367 -5.567 3.2 0.1 2.8 0.22
aster mumps 20,367 -5.442 4.1 0.6 3.5 0.26
aster default 22,977 -5.442 4.6 0.6 4.0 0.28
reflex mumps 20,367 -5.567 3.0 0.2 2.5 0.34
feenox gamg 20,367 -5.567 2.4 0.2 2.2 0.42
sparselizard mumps 38,025 -5.564 6.1 0.3 6.0 0.43
feenox mumps 20,367 -5.567 1.9 0.3 1.3 0.59

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 23,079 -5.553 2.3 0.3 1.7 0.67
feenox gamg 23,079 -5.553 2.6 0.2 2.4 0.47
reflex hypre 23,079 -5.553 3.4 0.1 3.0 0.26
reflex mumps 23,079 -5.553 3.4 0.2 2.9 0.39
calculix diagonal 21,692 -5.554 3.5 0.0 3.4 0.05
aster cholesky 23,079 -5.449 3.6 0.5 3.1 0.18
calculix spooles 21,692 -5.554 3.6 0.1 3.5 0.18
reflex gamg 23,079 -5.553 4.3 0.1 3.9 0.22
calculix cholesky 21,692 -5.553 4.5 0.0 4.5 0.05
aster mumps 23,079 -5.449 4.6 0.6 4.0 0.29
aster default 25,853 -5.449 5.2 0.6 4.5 0.31
sparselizard mumps 43,173 -5.549 7.9 0.4 7.7 0.51
c=0.6 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 21,692 -5.553 4.5 0.0 4.5 0.05
calculix diagonal 21,692 -5.554 3.5 0.0 3.4 0.05
aster cholesky 23,079 -5.449 3.6 0.5 3.1 0.18
calculix spooles 21,692 -5.554 3.6 0.1 3.5 0.18
reflex gamg 23,079 -5.553 4.3 0.1 3.9 0.22
reflex hypre 23,079 -5.553 3.4 0.1 3.0 0.26
aster mumps 23,079 -5.449 4.6 0.6 4.0 0.29
aster default 25,853 -5.449 5.2 0.6 4.5 0.31
reflex mumps 23,079 -5.553 3.4 0.2 2.9 0.39
feenox gamg 23,079 -5.553 2.6 0.2 2.4 0.47
sparselizard mumps 43,173 -5.549 7.9 0.4 7.7 0.51
feenox mumps 23,079 -5.553 2.3 0.3 1.7 0.67

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 mumps 23,079 -5.553 2.2 0.3 1.6 0.67
feenox gamg 23,079 -5.553 2.6 0.2 2.4 0.47
reflex mumps 23,079 -5.553 3.4 0.2 3.0 0.38
calculix diagonal 21,692 -5.554 3.5 0.0 3.5 0.05
reflex hypre 23,079 -5.553 3.5 0.1 3.1 0.24
aster cholesky 23,079 -5.449 3.7 0.5 3.2 0.18
calculix spooles 21,692 -5.554 3.7 0.1 3.6 0.18
reflex gamg 23,079 -5.553 4.4 0.1 4.0 0.22
calculix cholesky 21,692 -5.553 4.5 0.1 4.5 0.05
aster mumps 23,079 -5.449 4.6 0.6 4.0 0.29
aster default 25,853 -5.449 5.1 0.6 4.5 0.31
sparselizard mumps 43,173 -5.549 7.8 0.4 7.7 0.51
c=0.575 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 21,692 -5.553 4.5 0.1 4.5 0.05
calculix diagonal 21,692 -5.554 3.5 0.0 3.5 0.05
aster cholesky 23,079 -5.449 3.7 0.5 3.2 0.18
calculix spooles 21,692 -5.554 3.7 0.1 3.6 0.18
reflex gamg 23,079 -5.553 4.4 0.1 4.0 0.22
reflex hypre 23,079 -5.553 3.5 0.1 3.1 0.24
aster mumps 23,079 -5.449 4.6 0.6 4.0 0.29
aster default 25,853 -5.449 5.1 0.6 4.5 0.31
reflex mumps 23,079 -5.553 3.4 0.2 3.0 0.38
feenox gamg 23,079 -5.553 2.6 0.2 2.4 0.47
sparselizard mumps 43,173 -5.549 7.8 0.4 7.7 0.51
feenox mumps 23,079 -5.553 2.2 0.3 1.6 0.67

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 mumps 25,953 -5.540 2.6 0.4 2.0 0.77
feenox gamg 25,953 -5.541 3.0 0.2 2.8 0.53
aster cholesky 25,953 -5.454 3.8 0.5 3.3 0.19
reflex hypre 25,953 -5.540 3.8 0.1 3.4 0.29
reflex mumps 25,953 -5.540 3.9 0.2 3.3 0.44
calculix diagonal 24,484 -5.541 4.0 0.0 4.0 0.06
calculix spooles 24,484 -5.541 4.3 0.1 4.2 0.21
reflex gamg 25,953 -5.541 4.9 0.1 4.5 0.24
calculix cholesky 24,484 -5.535 5.0 0.1 5.0 0.06
aster mumps 25,953 -5.454 5.1 0.6 4.5 0.32
aster default 28,891 -5.454 5.5 0.7 4.8 0.34
sparselizard mumps 48,633 -5.537 8.6 0.4 8.4 0.57
c=0.55 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 24,484 -5.535 5.0 0.1 5.0 0.06
calculix diagonal 24,484 -5.541 4.0 0.0 4.0 0.06
aster cholesky 25,953 -5.454 3.8 0.5 3.3 0.19
calculix spooles 24,484 -5.541 4.3 0.1 4.2 0.21
reflex gamg 25,953 -5.541 4.9 0.1 4.5 0.24
reflex hypre 25,953 -5.540 3.8 0.1 3.4 0.29
aster mumps 25,953 -5.454 5.1 0.6 4.5 0.32
aster default 28,891 -5.454 5.5 0.7 4.8 0.34
reflex mumps 25,953 -5.540 3.9 0.2 3.3 0.44
feenox gamg 25,953 -5.541 3.0 0.2 2.8 0.53
sparselizard mumps 48,633 -5.537 8.6 0.4 8.4 0.57
feenox mumps 25,953 -5.540 2.6 0.4 2.0 0.77

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 mumps 28,989 -5.529 2.7 0.4 2.1 0.84
feenox gamg 28,989 -5.529 3.3 0.3 3.0 0.60
reflex hypre 28,989 -5.529 4.5 0.1 4.1 0.32
reflex mumps 28,989 -5.529 4.5 0.2 3.9 0.50
calculix diagonal 27,438 -5.528 4.8 0.1 4.8 0.06
aster cholesky 28,989 -5.459 4.9 0.7 3.7 0.20
calculix spooles 27,438 -5.529 5.2 0.1 5.1 0.24
reflex gamg 28,989 -5.529 5.4 0.1 5.0 0.27
calculix cholesky 27,438 -5.526 5.8 0.1 5.8 0.06
aster mumps 28,989 -5.459 6.4 0.8 5.0 0.35
aster default 32,091 -5.459 7.2 0.7 5.5 0.38
sparselizard mumps 54,405 -5.525 9.7 0.5 9.5 0.61
c=0.525 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 27,438 -5.526 5.8 0.1 5.8 0.06
calculix diagonal 27,438 -5.528 4.8 0.1 4.8 0.06
aster cholesky 28,989 -5.459 4.9 0.7 3.7 0.20
calculix spooles 27,438 -5.529 5.2 0.1 5.1 0.24
reflex gamg 28,989 -5.529 5.4 0.1 5.0 0.27
reflex hypre 28,989 -5.529 4.5 0.1 4.1 0.32
aster mumps 28,989 -5.459 6.4 0.8 5.0 0.35
aster default 32,091 -5.459 7.2 0.7 5.5 0.38
reflex mumps 28,989 -5.529 4.5 0.2 3.9 0.50
feenox gamg 28,989 -5.529 3.3 0.3 3.0 0.60
sparselizard mumps 54,405 -5.525 9.7 0.5 9.5 0.61
feenox mumps 28,989 -5.529 2.7 0.4 2.1 0.84

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 mumps 43,491 -5.499 5.2 0.7 4.3 1.39
feenox gamg 43,491 -5.499 5.6 0.4 5.1 0.91
aster cholesky 43,491 -5.420 6.2 0.8 5.4 0.26
reflex hypre 43,491 -5.499 6.7 0.3 6.1 0.44
reflex mumps 43,491 -5.499 7.7 0.4 7.0 0.76
reflex gamg 43,491 -5.499 8.2 0.2 7.7 0.39
calculix diagonal 41,328 -5.500 8.5 0.1 8.4 0.09
aster mumps 43,491 -5.420 8.8 0.9 7.9 0.54
aster default 47,817 -5.420 9.7 1.1 8.7 0.59
calculix cholesky 41,328 -5.500 10.0 0.1 9.9 0.09
calculix spooles 41,328 -5.499 10.7 0.2 10.4 0.40
sparselizard mumps 82,467 -5.495 22.1 0.8 21.7 1.07
c=0.5 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 41,328 -5.500 10.0 0.1 9.9 0.09
calculix diagonal 41,328 -5.500 8.5 0.1 8.4 0.09
aster cholesky 43,491 -5.420 6.2 0.8 5.4 0.26
reflex gamg 43,491 -5.499 8.2 0.2 7.7 0.39
calculix spooles 41,328 -5.499 10.7 0.2 10.4 0.40
reflex hypre 43,491 -5.499 6.7 0.3 6.1 0.44
aster mumps 43,491 -5.420 8.8 0.9 7.9 0.54
aster default 47,817 -5.420 9.7 1.1 8.7 0.59
reflex mumps 43,491 -5.499 7.7 0.4 7.0 0.76
feenox gamg 43,491 -5.499 5.6 0.4 5.1 0.91
sparselizard mumps 82,467 -5.495 22.1 0.8 21.7 1.07
feenox mumps 43,491 -5.499 5.2 0.7 4.3 1.39

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 45,249 -5.495 5.4 0.5 5.0 0.95
feenox mumps 45,249 -5.495 5.7 0.7 4.7 1.45
aster cholesky 45,249 -5.417 6.5 0.8 5.6 0.26
reflex hypre 45,249 -5.495 7.0 0.2 6.4 0.46
reflex mumps 45,249 -5.495 8.1 0.4 7.4 0.80
reflex gamg 45,249 -5.495 8.7 0.2 8.2 0.41
calculix diagonal 43,032 -5.495 9.1 0.1 9.0 0.10
aster mumps 45,249 -5.417 9.2 1.0 8.2 0.56
aster default 49,683 -5.417 10.1 1.1 9.1 0.60
calculix cholesky 43,032 -5.497 10.4 0.1 10.3 0.10
calculix spooles 43,032 -5.495 11.6 0.2 11.3 0.42
sparselizard mumps 85,833 -5.490 22.9 0.9 22.5 1.07
c=0.475 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 43,032 -5.497 10.4 0.1 10.3 0.10
calculix diagonal 43,032 -5.495 9.1 0.1 9.0 0.10
aster cholesky 45,249 -5.417 6.5 0.8 5.6 0.26
reflex gamg 45,249 -5.495 8.7 0.2 8.2 0.41
calculix spooles 43,032 -5.495 11.6 0.2 11.3 0.42
reflex hypre 45,249 -5.495 7.0 0.2 6.4 0.46
aster mumps 45,249 -5.417 9.2 1.0 8.2 0.56
aster default 49,683 -5.417 10.1 1.1 9.1 0.60
reflex mumps 45,249 -5.495 8.1 0.4 7.4 0.80
feenox gamg 45,249 -5.495 5.4 0.5 5.0 0.95
sparselizard mumps 85,833 -5.490 22.9 0.9 22.5 1.07
feenox mumps 45,249 -5.495 5.7 0.7 4.7 1.45

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 49,815 -5.487 6.0 0.5 5.5 1.05
feenox mumps 49,815 -5.486 6.0 0.7 5.0 1.56
aster cholesky 49,815 -5.421 6.9 0.8 6.1 0.28
reflex hypre 49,815 -5.486 7.6 0.2 7.1 0.50
reflex mumps 49,815 -5.486 8.6 0.4 7.9 0.89
reflex gamg 49,815 -5.486 9.6 0.2 9.1 0.44
aster mumps 49,815 -5.421 10.2 1.1 9.1 0.61
calculix diagonal 47,492 -5.487 10.4 0.1 10.3 0.11
aster default 54,461 -5.421 11.2 1.2 10.1 0.65
calculix cholesky 47,492 -5.487 11.6 0.1 11.5 0.11
calculix spooles 47,492 -5.487 13.6 0.2 13.3 0.47
sparselizard mumps 94,605 -5.482 28.7 1.0 28.2 1.26
c=0.45 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 47,492 -5.487 11.6 0.1 11.5 0.11
calculix diagonal 47,492 -5.487 10.4 0.1 10.3 0.11
aster cholesky 49,815 -5.421 6.9 0.8 6.1 0.28
reflex gamg 49,815 -5.486 9.6 0.2 9.1 0.44
calculix spooles 47,492 -5.487 13.6 0.2 13.3 0.47
reflex hypre 49,815 -5.486 7.6 0.2 7.1 0.50
aster mumps 49,815 -5.421 10.2 1.1 9.1 0.61
aster default 54,461 -5.421 11.2 1.2 10.1 0.65
reflex mumps 49,815 -5.486 8.6 0.4 7.9 0.89
feenox gamg 49,815 -5.487 6.0 0.5 5.5 1.05
sparselizard mumps 94,605 -5.482 28.7 1.0 28.2 1.26
feenox mumps 49,815 -5.486 6.0 0.7 5.0 1.56

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 56,559 -5.475 6.8 0.6 6.2 1.19
feenox mumps 56,559 -5.476 7.2 0.9 6.1 1.81
aster cholesky 56,559 -5.421 7.6 0.8 6.8 0.30
reflex hypre 56,559 -5.476 8.5 0.3 7.9 0.59
reflex mumps 56,559 -5.476 10.3 0.5 9.4 1.06
reflex gamg 56,559 -5.476 10.9 0.2 10.4 0.50
aster mumps 56,559 -5.421 11.6 1.1 10.5 0.70
calculix diagonal 54,076 -5.475 12.4 0.1 12.2 0.12
aster default 61,525 -5.421 13.3 1.3 12.0 0.75
calculix cholesky 54,076 -5.474 13.5 0.1 13.3 0.12
calculix spooles 54,076 -5.476 16.5 0.3 16.1 0.55
sparselizard mumps 107,559 -5.471 30.3 1.1 29.8 1.40
c=0.425 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 54,076 -5.474 13.5 0.1 13.3 0.12
calculix diagonal 54,076 -5.475 12.4 0.1 12.2 0.12
aster cholesky 56,559 -5.421 7.6 0.8 6.8 0.30
reflex gamg 56,559 -5.476 10.9 0.2 10.4 0.50
calculix spooles 54,076 -5.476 16.5 0.3 16.1 0.55
reflex hypre 56,559 -5.476 8.5 0.3 7.9 0.59
aster mumps 56,559 -5.421 11.6 1.1 10.5 0.70
aster default 61,525 -5.421 13.3 1.3 12.0 0.75
reflex mumps 56,559 -5.476 10.3 0.5 9.4 1.06
feenox gamg 56,559 -5.475 6.8 0.6 6.2 1.19
sparselizard mumps 107,559 -5.471 30.3 1.1 29.8 1.40
feenox mumps 56,559 -5.476 7.2 0.9 6.1 1.81

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 82,263 -5.457 10.3 0.8 9.4 1.76
aster cholesky 82,263 -5.406 11.6 1.2 10.3 0.40
feenox mumps 82,263 -5.457 12.7 1.4 11.1 2.77
reflex hypre 82,263 -5.457 13.2 0.4 12.5 0.81
reflex gamg 82,263 -5.457 16.2 0.4 15.5 0.72
reflex mumps 82,263 -5.457 16.8 0.8 15.7 1.62
aster mumps 82,263 -5.406 19.2 1.7 17.5 1.11
calculix diagonal 78,960 -5.457 20.9 0.2 20.7 0.17
aster default 88,869 -5.406 21.5 1.8 19.7 1.19
calculix cholesky 78,960 -5.456 21.6 0.2 21.4 0.18
calculix spooles 78,960 -5.457 35.2 0.6 34.6 0.92
sparselizard mumps 157,563 -5.454 60.0 3.1 57.7 2.26
c=0.4 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 78,960 -5.457 20.9 0.2 20.7 0.17
calculix cholesky 78,960 -5.456 21.6 0.2 21.4 0.18
aster cholesky 82,263 -5.406 11.6 1.2 10.3 0.40
reflex gamg 82,263 -5.457 16.2 0.4 15.5 0.72
reflex hypre 82,263 -5.457 13.2 0.4 12.5 0.81
calculix spooles 78,960 -5.457 35.2 0.6 34.6 0.92
aster mumps 82,263 -5.406 19.2 1.7 17.5 1.11
aster default 88,869 -5.406 21.5 1.8 19.7 1.19
reflex mumps 82,263 -5.457 16.8 0.8 15.7 1.62
feenox gamg 82,263 -5.457 10.3 0.8 9.4 1.76
sparselizard mumps 157,563 -5.454 60.0 3.1 57.7 2.26
feenox mumps 82,263 -5.457 12.7 1.4 11.1 2.77

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 91,839 -5.449 11.8 1.0 10.7 1.97
aster cholesky 91,839 -5.406 13.1 1.4 11.7 0.43
reflex hypre 91,839 -5.449 14.8 0.4 14.0 0.90
feenox mumps 91,839 -5.449 14.9 1.6 13.1 3.12
reflex gamg 91,839 -5.449 17.8 0.3 17.1 0.80
reflex mumps 91,839 -5.449 19.1 0.9 17.9 1.83
aster mumps 91,839 -5.406 22.2 2.0 20.2 1.26
calculix diagonal 88,340 -5.450 24.2 0.2 24.1 0.19
calculix cholesky 88,340 -5.449 24.4 0.2 24.2 0.20
aster default 98,837 -5.406 24.6 2.0 22.5 1.35
calculix spooles 88,340 -5.449 41.3 0.5 40.8 1.05
sparselizard mumps 176,085 -5.447 83.1 3.7 80.3 2.68
c=0.375 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 88,340 -5.450 24.2 0.2 24.1 0.19
calculix cholesky 88,340 -5.449 24.4 0.2 24.2 0.20
aster cholesky 91,839 -5.406 13.1 1.4 11.7 0.43
reflex gamg 91,839 -5.449 17.8 0.3 17.1 0.80
reflex hypre 91,839 -5.449 14.8 0.4 14.0 0.90
calculix spooles 88,340 -5.449 41.3 0.5 40.8 1.05
aster mumps 91,839 -5.406 22.2 2.0 20.2 1.26
aster default 98,837 -5.406 24.6 2.0 22.5 1.35
reflex mumps 91,839 -5.449 19.1 0.9 17.9 1.83
feenox gamg 91,839 -5.449 11.8 1.0 10.7 1.97
sparselizard mumps 176,085 -5.447 83.1 3.7 80.3 2.68
feenox mumps 91,839 -5.449 14.9 1.6 13.1 3.12

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 101,931 -5.443 12.5 1.0 11.5 2.19
aster cholesky 101,931 -5.406 14.3 1.5 12.7 0.47
reflex hypre 101,931 -5.443 16.2 0.5 15.4 1.00
feenox mumps 101,931 -5.443 16.4 1.7 14.5 3.48
reflex gamg 101,931 -5.442 19.9 0.4 19.2 0.89
reflex mumps 101,931 -5.443 21.2 1.1 19.8 2.07
aster mumps 101,931 -5.406 25.0 2.0 23.0 1.40
calculix cholesky 98,236 -5.440 27.1 0.2 26.8 0.22
aster default 109,321 -5.406 27.3 2.2 25.1 1.49
calculix diagonal 98,236 -5.442 28.3 0.2 28.1 0.21
calculix spooles 98,236 -5.443 50.8 0.7 50.2 1.20
sparselizard mumps 195,615 -5.440 103.5 4.1 100.4 3.06
c=0.35 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 98,236 -5.442 28.3 0.2 28.1 0.21
calculix cholesky 98,236 -5.440 27.1 0.2 26.8 0.22
aster cholesky 101,931 -5.406 14.3 1.5 12.7 0.47
reflex gamg 101,931 -5.442 19.9 0.4 19.2 0.89
reflex hypre 101,931 -5.443 16.2 0.5 15.4 1.00
calculix spooles 98,236 -5.443 50.8 0.7 50.2 1.20
aster mumps 101,931 -5.406 25.0 2.0 23.0 1.40
aster default 109,321 -5.406 27.3 2.2 25.1 1.49
reflex mumps 101,931 -5.443 21.2 1.1 19.8 2.07
feenox gamg 101,931 -5.443 12.5 1.0 11.5 2.19
sparselizard mumps 195,615 -5.440 103.5 4.1 100.4 3.06
feenox mumps 101,931 -5.443 16.4 1.7 14.5 3.48

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 139,107 -5.432 18.1 1.5 16.6 3.02
aster cholesky 139,107 -5.397 21.2 2.1 19.1 0.61
reflex hypre 139,107 -5.432 24.0 0.6 23.1 1.36
reflex gamg 139,107 -5.432 27.4 0.5 26.6 1.21
feenox mumps 139,107 -5.432 29.4 2.4 26.8 5.10
reflex mumps 139,107 -5.432 33.4 1.6 31.5 3.05
calculix cholesky 134,424 -5.430 40.8 0.3 40.4 0.30
aster mumps 139,107 -5.397 42.7 3.0 37.6 2.12
aster default 148,473 -5.397 42.9 3.2 39.8 2.23
calculix diagonal 134,424 -5.432 43.0 0.3 42.7 0.29
calculix spooles 134,424 -5.432 93.0 1.1 92.0 1.82
sparselizard mumps 268,275 -5.431 168.8 5.8 164.4 4.54
c=0.325 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 134,424 -5.432 43.0 0.3 42.7 0.29
calculix cholesky 134,424 -5.430 40.8 0.3 40.4 0.30
aster cholesky 139,107 -5.397 21.2 2.1 19.1 0.61
reflex gamg 139,107 -5.432 27.4 0.5 26.6 1.21
reflex hypre 139,107 -5.432 24.0 0.6 23.1 1.36
calculix spooles 134,424 -5.432 93.0 1.1 92.0 1.82
aster mumps 139,107 -5.397 42.7 3.0 37.6 2.12
aster default 148,473 -5.397 42.9 3.2 39.8 2.23
feenox gamg 139,107 -5.432 18.1 1.5 16.6 3.02
reflex mumps 139,107 -5.432 33.4 1.6 31.5 3.05
sparselizard mumps 268,275 -5.431 168.8 5.8 164.4 4.54
feenox mumps 139,107 -5.432 29.4 2.4 26.8 5.10

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 166,719 -5.424 21.2 1.8 19.4 3.62
aster cholesky 166,719 -5.398 24.8 2.4 22.5 0.71
reflex hypre 166,719 -5.422 28.3 0.8 27.2 1.59
reflex gamg 166,719 -5.422 32.0 0.7 31.1 1.44
feenox mumps 166,719 -5.422 36.2 3.1 32.8 6.15
reflex mumps 166,719 -5.422 41.3 1.9 39.0 3.72
calculix cholesky 161,572 -5.416 48.9 0.4 48.5 0.36
aster mumps 166,719 -5.398 49.7 3.2 46.5 2.59
aster default 177,013 -5.398 53.4 3.6 49.7 2.74
calculix diagonal 161,572 -5.422 55.5 0.3 55.1 0.35
calculix spooles 161,572 -5.422 126.8 1.2 125.6 2.27
sparselizard mumps 321,975 -5.422 233.3 6.9 228.1 5.59
c=0.3 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 161,572 -5.422 55.5 0.3 55.1 0.35
calculix cholesky 161,572 -5.416 48.9 0.4 48.5 0.36
aster cholesky 166,719 -5.398 24.8 2.4 22.5 0.71
reflex gamg 166,719 -5.422 32.0 0.7 31.1 1.44
reflex hypre 166,719 -5.422 28.3 0.8 27.2 1.59
calculix spooles 161,572 -5.422 126.8 1.2 125.6 2.27
aster mumps 166,719 -5.398 49.7 3.2 46.5 2.59
aster default 177,013 -5.398 53.4 3.6 49.7 2.74
feenox gamg 166,719 -5.424 21.2 1.8 19.4 3.62
reflex mumps 166,719 -5.422 41.3 1.9 39.0 3.72
sparselizard mumps 321,975 -5.422 233.3 6.9 228.1 5.59
feenox mumps 166,719 -5.422 36.2 3.1 32.8 6.15

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 230,310 -5.414 30.9 2.5 28.4 5.05
aster cholesky 230,310 -5.393 37.8 3.2 34.5 0.95
reflex hypre 230,310 -5.413 41.7 1.1 40.3 2.26
reflex gamg 230,310 -5.413 45.1 1.0 43.9 2.00
feenox mumps 230,310 -5.413 61.5 4.4 56.8 9.04
reflex mumps 230,310 -5.413 68.0 2.8 64.9 5.59
calculix cholesky 223,829 -5.411 74.5 0.5 74.0 0.49
aster mumps 230,310 -5.393 81.6 5.0 76.5 4.02
calculix diagonal 223,829 -5.413 85.0 0.5 84.4 0.49
aster default 243,272 -5.393 87.2 5.4 81.8 4.23
calculix spooles 223,829 -5.413 248.0 1.8 246.2 3.53
sparselizard mumps 446,571 -5.414 390.1 10.3 382.1 8.29
c=0.275 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix cholesky 223,829 -5.411 74.5 0.5 74.0 0.49
calculix diagonal 223,829 -5.413 85.0 0.5 84.4 0.49
aster cholesky 230,310 -5.393 37.8 3.2 34.5 0.95
reflex gamg 230,310 -5.413 45.1 1.0 43.9 2.00
reflex hypre 230,310 -5.413 41.7 1.1 40.3 2.26
calculix spooles 223,829 -5.413 248.0 1.8 246.2 3.53
aster mumps 230,310 -5.393 81.6 5.0 76.5 4.02
aster default 243,272 -5.393 87.2 5.4 81.8 4.23
feenox gamg 230,310 -5.414 30.9 2.5 28.4 5.05
reflex mumps 230,310 -5.413 68.0 2.8 64.9 5.59
sparselizard mumps 446,571 -5.414 390.1 10.3 382.1 8.29
feenox mumps 230,310 -5.413 61.5 4.4 56.8 9.04

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 320,835 -5.405 43.2 3.6 39.6 7.08
aster cholesky 320,835 -5.389 56.8 4.7 52.1 1.29
reflex hypre 320,835 -5.405 58.8 1.6 56.9 3.09
reflex gamg 320,835 -5.405 66.5 1.3 65.0 2.79
feenox mumps 320,835 -5.405 98.9 6.4 92.2 12.98
reflex mumps 320,835 -5.405 109.2 4.0 104.8 8.47
calculix cholesky 312,672 -5.400 111.1 0.8 110.3 0.66
calculix diagonal 312,672 -5.405 134.2 0.8 133.4 0.65
aster mumps 320,835 -5.389 134.8 7.6 127.2 6.16
aster default 337,161 -5.389 145.0 8.2 136.7 6.51
calculix spooles 312,672 -5.405 464.2 3.1 461.0 5.42
sparselizard mumps 624,195 -5.407 765.5 15.6 753.0 13.15
c=0.25 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
calculix diagonal 312,672 -5.405 134.2 0.8 133.4 0.65
calculix cholesky 312,672 -5.400 111.1 0.8 110.3 0.66
aster cholesky 320,835 -5.389 56.8 4.7 52.1 1.29
reflex gamg 320,835 -5.405 66.5 1.3 65.0 2.79
reflex hypre 320,835 -5.405 58.8 1.6 56.9 3.09
calculix spooles 312,672 -5.405 464.2 3.1 461.0 5.42
aster mumps 320,835 -5.389 134.8 7.6 127.2 6.16
aster default 337,161 -5.389 145.0 8.2 136.7 6.51
feenox gamg 320,835 -5.405 43.2 3.6 39.6 7.08
reflex mumps 320,835 -5.405 109.2 4.0 104.8 8.47
feenox mumps 320,835 -5.405 98.9 6.4 92.2 12.98
sparselizard mumps 624,195 -5.407 765.5 15.6 753.0 13.15

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]
sparselizard mumps 0 0.000 0.0 0.0 0.0 0.00
feenox gamg 386,154 -5.400 52.1 4.2 47.8 8.55
aster cholesky 386,154 -5.389 67.9 5.2 62.7 1.54
reflex hypre 386,154 -5.399 71.2 1.9 69.0 3.71
reflex gamg 386,154 -5.398 77.9 1.5 76.1 3.36
calculix cholesky 377,181 -5.390 135.3 1.0 134.3 0.80
reflex mumps 386,154 -5.399 141.8 4.9 136.2 10.47
aster mumps 386,154 -5.389 175.0 8.9 166.1 7.76
calculix diagonal 377,181 -5.398 179.2 0.8 178.4 0.78
aster default 404,100 -5.389 188.0 9.3 177.7 8.12
calculix spooles 377,181 -5.398 660.2 3.5 656.5 6.86
c=0.225 sorted by memory
Program Solver DOFs \sigma_y Wall [s] Kernel [s] User [s] Memory [Gb]
sparselizard mumps 0 0.000 0.0 0.0 0.0 0.00
calculix diagonal 377,181 -5.398 179.2 0.8 178.4 0.78
calculix cholesky 377,181 -5.390 135.3 1.0 134.3 0.80
aster cholesky 386,154 -5.389 67.9 5.2 62.7 1.54
reflex gamg 386,154 -5.398 77.9 1.5 76.1 3.36
reflex hypre 386,154 -5.399 71.2 1.9 69.0 3.71
calculix spooles 377,181 -5.398 660.2 3.5 656.5 6.86
aster mumps 386,154 -5.389 175.0 8.9 166.1 7.76
aster default 404,100 -5.389 188.0 9.3 177.7 8.12
feenox gamg 386,154 -5.400 52.1 4.2 47.8 8.55
reflex mumps 386,154 -5.399 141.8 4.9 136.2 10.47