Turn on suggestions

Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type.

Showing results for

- Intel Community
- Software Development Tools (Compilers, Debuggers, Profilers & Analyzers)
- Intel® Fortran Compiler
- Problem with variable that change their values without apparent reason

- Subscribe to RSS Feed
- Mark Topic as New
- Mark Topic as Read
- Float this Topic for Current User
- Bookmark
- Subscribe
- Mute
- Printer Friendly Page

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-14-2020
03:18 AM

1,608 Views

Problem with variable that change their values without apparent reason

REAL*8 :: c

LOGICAL, ALLOCATABLE, DIMENSION(:,:) :: pop, new_pop

LOGICAL, ALLOCATABLE, DIMENSION(:,:,:;:) :: position

!

OPEN(10, FILE = 'printout.txt')

n = 150

ALLOCATE(pop(1:n,1:n))

ALLOCATE(new_pop(1:n,1:n))

ALLOCATE (position(1:n,1:n,1:n,1:n))

pop(:,:) = .FALSE.

position(:,:,:,:) = .FALSE.

! some assignation to pop matrix

! position should trace the assignation, but it is not important for this example

pop(2,5) = .TRUE.

pop(75,1) = .TRUE. !...ans so on

DO a=1,n

DO b=1,n

IF (a.gt.100.and.b.lt.50) THEN

CYCLE

ELSE

CALL random_number(c)

IF (x.gt.0.5d0) THEN

new_pop(a,b) = .TRUE.

ELSE

new_pop(a,b) = pop(a,b)

END IF

END IF

END DO

END DO

! I would write that

DO a=1,n

WRITE(10,1000) pop(a,:)

END DO

It is old fashion, but it should work.

Inside the two DO cycle "pop" is never on the left side of the assignment.

Anyway, when I try to write, "pop(128,1)" doesn't report the correct value. In fact, it should have the initial value .FALSE., but in debug I found .TRUE.

I fear it can be linked to the memory.

In fact, I use a 32bit compiler on Windows 7 (Intel Fortan 10.x) and I fear Fortran can make some mess with the memory management (these are the only variables and the arraies are very large).

I should set better my compiler?

Regards,

Matteo

Link Copied

42 Replies

Steve_Lionel

Black Belt Retired Employee

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-14-2020
02:07 PM

845 Views

It's not possible to diagnose a problem from a fragment of code. Sometimes this symptom can be caused by out-of-bounds array references or mismatched arguments. Do you have all the run-time checks enabled and build with /warn:interface?

Intel Fortran 10.x is VERY old. You probably need to also set /gen-interface with /warn:interface in that version, and even so, the checking there is not as good as in current versions.

It is most likely an error in your code and not the compiler.

JohnNichols

Valued Contributor I

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
10:18 AM

820 Views

It really helps if you use the code formating item in the message -- tap on the ... and you will find it.

Fortran is hard enough to read at the best of times, but when placed like FORTRAN it is nie on impossible.

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
02:36 PM

796 Views

Sorry: I edited by my mobile and something went wrong.

```
INTEGER :: n,a,b
REAL*8 :: c
LOGICAL, ALLOCATABLE, DIMENSION(:,:) :: pop, new_pop
LOGICAL, ALLOCATABLE, DIMENSION(:,:,:;:) :: position
!
OPEN(10, FILE = 'printout.txt')
n = 150
ALLOCATE(pop(1:n,1:n))
ALLOCATE(new_pop(1:n,1:n))
ALLOCATE (position(1:n,1:n,1:n,1:n))
pop(:,:) = .FALSE.
position(:,:,:,:) = .FALSE.
! some assignation to pop matrix
! position should trace the assignation, but it is not important for this example
pop(2,5) = .TRUE.
pop(75,1) = .TRUE. !...ans so on
DO a=1,n
DO b=1,n
IF (a.gt.100.and.b.lt.50) THEN
CYCLE
ELSE
CALL random_number(c)
IF (x.gt.0.5d0) THEN
new_pop(a,b) = .TRUE.
ELSE
new_pop(a,b) = pop(a,b)
END IF
END IF
END DO
END DO
! I would write that
DO a=1,n
WRITE(10,1000) pop(a,:)
END DO
```

FortranFan

Honored Contributor I

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
03:14 PM

792 Views

What is 'x' in your code?

Did you mean 'c .gt. 0.5 ..' instead?

Did you mean 'c .gt. 0.5 ..' instead?

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
04:24 PM

786 Views

Hi @Steve_Lionel ,

thank you for your answer.

I found a more recent IFORT. That's the BuildLog:

```
Compiling with Intel(R) Visual Fortran Compiler XE 14.0.6.241 [IA-32]...
ifort /nologo /debug:full /Od /debug-parameters:all /warn:declarations /warn:unused /warn:interfaces /fpe:0 /module:"Debug\\" /object:"Debug\\" /Fd"Debug\vc100.pdb" /traceback /check:all /libs:dll /threads /dbglibs /c /gen-interface /check:noarg_temp_created /Qvc10 /Qlocation,link,"c:\Program Files (x86)\Microsoft Visual Studio 10.0\Intel Fortran\Microsoft Files\VC\\bin" "E:\User\Fortran\SimPop\Simpop\Simpop\main_pop_rev2.f90"
E:\User\Fortran\SimPop\Simpop\Simpop\main_pop_rev2.f90(216): remark #8291: Recommended relationship between field width 'W' and the number of fractional digits 'D' in this edit descriptor is 'W>=D+7'.
9001 FORMAT(I4, 1X, I6, 1X, E13.7)
---------------------------------^
E:\User\Fortran\SimPop\Simpop\Simpop\main_pop_rev2.f90(215): remark #8290: Recommended relationship between field width 'W' and the number of fractional digits 'D' in this edit descriptor is 'W>=D+3'.
9000 FORMAT('XXXX = ',I4,' XXXXX = ',I6, ' XX = ' F5.3)
---------------------------------------------------------^
Linking...
Link /OUT:"Debug\Simpop_2.exe" /INCREMENTAL:NO /NOLOGO /MANIFEST /MANIFESTFILE:"E:\User\Fortran\SimPop\Simpop_2\Simpop_2\Debug\Simpop_2.exe.intermediate.manifest" /MANIFESTUAC:"level='asInvoker' uiAccess='false'" /DEBUG /PDB:"E:\User\Fortran\SimPop\Simpop_2\Simpop_2\Debug\Simpop_2.pdb" /SUBSYSTEM:CONSOLE /IMPLIB:"E:\User\Fortran\SimPop\Simpop_2\Simpop_2\Debug\Simpop_2.lib" "Debug\main_pop_rev2.obj"
Link: executing 'link'
Embedding manifest...
mt.exe /nologo /outputresource:"E:\User\Fortran\SimPop\Simpop_2\Simpop_2\Debug\Simpop_2.exe;#1" /manifest "E:\User\Fortran\SimPop\Simpop_2\Simpop_2\Debug\Simpop_2.exe.intermediate.manifest"
Simpop_2 - 0 error(s), 0 warning(s)
```

I have some warnings, but it doesn't seem serious problem.

As you can see, my code it is built in 32 bit (on a 64 bit machine).

From Windows Task Manager, I found the executable file requires about 1.5 Gb of memory.

In fact, if I launch that in Release modality, it reports an error about "insufficient virtual memory".Do you think this size can be compatible with my architecture?

Anyway the same problem occurs reducing the arrays dimension.

Furthermore, I found the same problem in my Watch windows for other array, before calling any subroutine.

Both arrays are allocatable and, since they are in the main program, I never deallocate them.

The STAT during the ALLOCATE reports 0 for each allocation.

I don't know if it can help.

I don't know if I have some problem with my installation.

Thank you very much for your support

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
04:26 PM

788 Views

Hi @FortranFan .

yes, it simulates a coin toss.

Sorry for my mistake, the real code is correct

Steve_Lionel

Black Belt Retired Employee

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
04:28 PM

789 Views

This is now a very different problem than you first described. I agree the warnings you show can be ignored.

1.5GB is approaching the limit on a 32-bit system. I assume that it was an ALLOCATE that got the insufficient virtual memory error. How much did you try to allocate?

Do you have some large COMMON blocks? It's hard to get to 1.5GB memory use from an ordinary program.

mecej4

Black Belt

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-15-2020
04:57 PM

784 Views

**position**(150,150,150,150) alone would take up about 2 GB or allocated memory, even if that array is not used in the rest of the code. Try removing that array from the code, if that is permissible.

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-16-2020
01:54 AM

759 Views

Hi @Steve_Lionel and @mecej4 ,

you are right.

I have just re-ordered my code. Now **position **has the same role and size (720000,6) with integer value (17.3 Mb ?)

Apart a better memory management, the issue is still present.

I putted 2 conditional breakpoints, for example:

- when a = 31 and b = 4

(so, I monitor when the program draws this couple of value. Anyway pop is never on left side of the assignment, but to be sure...) - when pop(31,4) = .TRUE. (the original value at the beginning of the program is .FALSE.)

The first breakpoint is not triggered during the whole program, but the second one just after the first cycle.

I should debug again, but at the moment I don't have any path to follow.

mecej4

Black Belt

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-16-2020
04:29 AM

747 Views

As I suspected, one of the allocate statements is failing when you build and run for IA32. Here is modified code, with STAT= clauses added to the ALLOCATE statements.

```
program matteo
implicit none
INTEGER :: n,a,b,astat
REAL*8 :: c
LOGICAL, ALLOCATABLE, DIMENSION(:,:) :: pop, new_pop
LOGICAL, ALLOCATABLE, DIMENSION(:,:,:,:) :: position
!
n = 150
ALLOCATE(pop(1:n,1:n),stat=astat)
if(astat /= 0)stop 'Error allocating POP'
ALLOCATE(new_pop(1:n,1:n),stat=astat)
if(astat /= 0)stop 'Error allocating NEW_POP'
ALLOCATE (position(1:n,1:n,1:n,1:n),stat=astat)
if(astat /= 0)stop 'Error allocating POSITION'
pop(:,:) = .FALSE.
position(:,:,:,:) = .FALSE.
! some assignation to pop matrix
! position should trace the assignation, but it is not important for this example
pop(2,5) = .TRUE.
pop(75,1) = .TRUE. !...ans so on
DO a=1,n
DO b=1,n
IF (a.gt.100.and.b.lt.50) THEN
CYCLE
ELSE
CALL random_number(c)
IF (c.gt.0.5d0) THEN
new_pop(a,b) = .TRUE.
ELSE
new_pop(a,b) = pop(a,b)
END IF
END IF
END DO
END DO
print *,pop(31,4)
end program
```

When I compile for IA32 and run, the program prints "Error allocating POSITION" and stops.

When an allocation fails, or an array subscript is out of bounds, etc., from that point onward anything that you see in the debugger can be wrong; if you trust what the debugger shows you, you (and we) can spend a lot of time on wild goose chases.

When you post again to this forum, please post actual code in a code box, make sure that the code is complete (all details and files needed to compile, link and run are provided) and avoid stating misleading conclusions.

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
02:34 AM

722 Views

Dear @mecej4 ,

thank you for your suggestion that I am going to follow.

Maybe you have lost my answer, where I reduced the memory usage of the position, despite the fact that the program is slower now.

Anyway, since it is a program for a no-profit educational purpose, I can share the whole code in this forum. That's the original code running on my workstation.

```
PROGRAM Sim_pop
IMPLICIT NONE
INTEGER :: n,j,a,b, k, aa, bb
REAL*8 :: ar, br
LOGICAL, DIMENSION(:,:), ALLOCATABLE :: pop, pop_new
INTEGER(kind=2), DIMENSION(:,:), ALLOCATABLE :: R0, immuni, degenza
LOGICAL, DIMENSION(:,:), ALLOCATABLE :: guarito
INTEGER, DIMENSION(:,:), ALLOCATABLE :: visite
INTEGER :: ivisit, ivisit_old, nvis
INTEGER :: days, t0, startc
INTEGER, DIMENSION(1:2) :: r
REAL*8, DIMENSION(1:2) :: p
REAL*8:: cont_rate, r0_print
REAL*8 :: c, raggio, angolo, std
INTEGER :: uscite, usc, quarantena, immuno_day
INTEGER :: contagiati, infetti
REAL*8 :: abitanti
INTEGER, DIMENSION(1:2) :: z
REAL*8, DIMENSION(1:2) :: rr
INTEGER, ALLOCATABLE, DIMENSION(:) :: x,y
INTEGER :: xmin, xmax, ymin, ymax, day_free
LOGICAL :: separa
INTEGER(kind=1), ALLOCATABLE, DIMENSION(:,:) :: reg0
INTEGER(kind=1), ALLOCATABLE, DIMENSION(:) :: vec
INTEGER(kind=1), DIMENSION(1:9) :: error
REAL :: tic, toc
!
CALL CPU_TIME(tic)
abitanti = 22500.d0
n = idnint(dsqrt(abitanti))
z = [4,4]
day_free = 100
days = 60
immuno_day = 15
cont_rate = 0.01d0
usc = 15
std = DBLE(n)*dsqrt(2.d0)/2.d0
t0 = 4
quarantena = 15
CALL random_seed(PUT = [23,42])
!
OPEN(10, FILE ='res.txt')
OPEN(11, FILE ='r0.txt')
OPEN(12, FILE ='summary.txt')
OPEN(13, FILE ='track.txt')
OPEN(45, FILE ='debug46.txt')
!
ALLOCATE(pop(1:n, 1:n), STAT = error(1))
ALLOCATE(R0(1:n,1:n), STAT = error(2))
ALLOCATE(pop_new(1:n, 1:n), STAT = error(3))
ALLOCATE(degenza(1:n, 1:n), STAT = error(4))
ALLOCATE(visite(1:(n*n*(usc+1)*2),1:7), STAT = error(5))
ALLOCATE(guarito(1:n, 1:n), STAT = error(6))
ALLOCATE(immuni(1:n, 1:n), STAT = error(7))
ALLOCATE(reg0(1:t0,1:2), STAT = error(8))
ALLOCATE(vec(1:n), STAT = error(9))
IF (sum(error).eq.0) THEN
WRITE(*,*) 'Not Error in allocation'
ELSE
WRITE(*,*) 'Error'
DO j=1,9
WRITE(*,*) error(J)
END DO
STOP
END IF
nvis = SIZE(visite, DIM=1)
startc = 0
pop(:,:) = .FALSE.
R0(:,:) = 0
pop_new(:,:) = 0
degenza(:,:) = -1
immuni(:,:) = 0
guarito(:,:) = .FALSE.
separa = .FALSE.
!
DO j=1,2
IF (Z(j).gt.1) THEN
separa =.TRUE.
IF (j.eq.1) THEN
ALLOCATE(x(1:z(j)))
CALL linspace(DBLE(1),DBLE(n),z(j),x)
ELSE
ALLOCATE(y(1:z(j)))
CALL linspace(DBLE(1),DBLE(n),z(j),y)
END IF
END IF
END DO
!
DO WHILE (startc.lt.t0)
CALL random_number(p)
ar = (1.d0 + p(1) * (DBLE(n)))
br = (1.d0 + p(2) * (DBLE(n)))
a = floor(ar)
b = floor(br)
IF (pop(a,b).ne. .TRUE.) THEN
pop(a,b) = .TRUE.
degenza(a,b) = -1
startc = startc + 1
reg0(startc,:) = [a,b]
END IF
END DO
DO k=1,n
vec = 0
WHERE (pop(k,:).eq. .TRUE.)
vec = 1
END WHERE
WRITE(10,1000) vec
WRITE(11,1001) R0(k,:)
END DO
DO aa=1,n
pop_new(aa,:) = pop(aa,:)
END DO
DO j=1,days
infetti = 0
DO a=1,n
DO b=1,n
IF (pop(a,b)) THEN
infetti = infetti + 1
END IF
END DO
END DO
contagiati = SUM(SUM(R0, DIM =1), DIM = 1)
IF (infetti.ne.0) THEN
r0_print = DBLE(contagiati)/DBLE(infetti)
ELSE
r0_print = 0.d0
END IF
WRITE(*,9000) j-1, infetti, r0_print
WRITE(12,9001) j-1, infetti, r0_print
R0(:,:) = 0
visite(:,:) = 0
ivisit = 0
DO a=1,n
DO b=1,n
uscite = 0
IF ((separa).and.(j.le.day_free)) THEN
CALL confina(a,z(1),x,xmin,xmax)
CALL confina(b,z(2),y,ymin,ymax)
ELSE
xmin = 1
xmax = n
ymin = 1
ymax = n
END IF
DO WHILE (uscite.le.usc)
CALL random_norm(raggio)
raggio = dabs(raggio) * std * 0.38532d0
CALL random_number(c)
angolo = (0.d0 + c * (360.d0))
rr(1) = (DBLE(a) + raggio*dcosd(angolo))
rr(2) = (DBLE(b) + raggio*dsind(angolo))
r(1) = idnint(rr(1))
r(2) = idnint(rr(2))
IF (a.eq.r(1).and.b.eq.r(2)) THEN
CYCLE
END IF
! Nessuno può uscire dalla sua "cella" dentro pop
IF (r(1).ge.xmin.and.r(1).le.xmax) THEN
IF (r(2).ge.ymin.and.r(2).le.ymax) THEN
ivisit_old = ivisit
CALL cercavisite (j,[a,b,r(1),r(2)],[pop(a,b),pop(r(1),r(2))], ivisit, nvis, visite)
IF (ivisit.gt.ivisit_old) THEN
uscite = uscite + 1
IF (((pop(a,b).eq. .FALSE.).and.(pop(r(1),r(2)).eq. .FALSE.)).or. &
((pop(a,b).eq. .TRUE.).and.(pop(r(1),r(2)).eq. .TRUE.))) THEN
CYCLE
ELSE
CALL random_number(c)
IF (c.le.cont_rate) THEN
! Calcolo R0 e propago virus
IF ((pop(a,b).eq. .FALSE.).and.(immuni(a,b).eq.0)) THEN
R0(r(1),r(2)) = R0(r(1),r(2)) + 1
pop_new(a,b) = .TRUE.
ELSEIF ((pop(r(1), r(2)).eq. .FALSE.).and.(immuni(r(1), r(2)).eq.0)) THEN
R0(a,b) = R0(a,b) + 1
pop_new(r(1),r(2)) = .TRUE.
END IF
END IF
END IF
END IF
END IF
END IF
END DO
END DO
END DO
DO aa=1,n
pop(aa,:) = pop_new(aa,:)
END DO
! verifico le guarigioni
DO aa=1,n
DO bb=1,n
IF (pop(aa,bb)) THEN
degenza(aa,bb) = degenza(aa,bb) + 1
END IF
IF (guarito(aa,bb)) THEN
immuni(aa,bb) = immuni(aa,bb) -1
END IF
IF (immuni(aa,bb).le.0) THEN
guarito(aa,bb) = .FALSE.
immuni(aa,bb) = 0
END IF
IF ((pop(aa,bb)).and.(degenza(aa,bb).ge.quarantena)) THEN
degenza(aa,bb) = -1
pop(aa,bb) = .FALSE.
guarito(aa,bb) = .TRUE.
immuni(aa,bb) = immuno_day
END IF
END DO
END DO
DO aa=1,n
pop_new(aa,:) = pop(aa,:)
END DO
DO k=1,n
vec = 0
WHERE (pop(k,:).eq. .TRUE.)
vec = 1
END WHERE
WRITE(10,1000) vec
IF (j.eq.46) THEN
WRITE(45,1000) vec
END IF
WRITE(11,1001) R0(k,:)
END DO
DO k=1,nvis
WRITE(13,1001) visite(k,:)
END DO
END DO
WRITE(*,*) 'End of simulation. Diseases = ',infetti
CLOSE(10)
CLOSE(11)
CLOSE(45)
CALL CPU_TIME(toc)
print '("Time = ",f6.3," minutes.")',(tic-toc)/60.d0
!
1000 FORMAT(1000(1X, I1))
1001 FORMAT(1000(1X, I6))
9000 FORMAT('Day = ',I4,' Diseases = ',I6, ' R0 = ' F5.3)
9001 FORMAT(I4, 1X, I6, 1X, E13.7)
READ(*,*)
STOP
END PROGRAM
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! Random_norm
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE random_norm(c)
IMPLICIT NONE
ReAL*8, INTENT(OUT) :: c
REAL*8, DIMENSION(1:2) :: u
REAL*8 :: pi = 3.14d0
!
CALL random_number(u)
C = dsqrt(-2.d0*dlog(u(1)))*dcos(2.d0*pi*u(2))
!
RETURN
END SUBROUTINE
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! Linpsace
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE linspace(a,b,n,yi)
IMPLICIT NONE
INTEGER, INTENT(IN) :: n
REAL*8, INTENT(IN) :: a,b
REAL*8, DIMENSION(1:n) :: y
INTEGER, INTENT(OUT), DIMENSION(1:n) :: yi
INTEGER :: j
REAL*8 :: p
!
p = (b-a)/DBLE(n-1)
DO j=1,n
y(j) = a + p*DBLE(j-1)
yi(j) = idnint(y(j))
END DO
!
RETURN
END SUBROUTINE
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! Confina
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE confina(a,n,x,xmin,xmax)
IMPLICIT NONE
INTEGER, INTENT(IN) :: a, n
INTEGER, DIMENSION(1:n), INTENT(IN) :: x
INTEGER, INTENT(OUT) :: xmin, xmax
INTEGER :: j
!
DO j=1,(n-1)
IF(a.ge.x(j).and.a.le.x(j+1)) THEN
xmin = x(j)
xmax = x(j+1)
EXIT
END IF
END DO
!
RETURN
END SUBROUTINE
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! cercavisite
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE cercavisite (day,v,inf, ind_visite, n, visite)
IMPLICIT NONE
INTEGER, INTENT(IN) :: day
INTEGER, DIMENSION(1:4), INTENT(IN) :: v
LOGICAL, DIMENSION(1:2), INTENT(IN) :: inf
INTEGER, INTENT(INOUT) :: ind_visite
INTEGER, INTENT(INOUT), DIMENSION(1:n, 1:7) :: visite
INTEGER, INTENT(IN) :: n
!
LOGICAL :: succ
INTEGER :: j, k, somma
INTEGER, DIMENSION(1:2) :: i
!
succ = .TRUE.
DO j=1,ind_visite
somma = 0
DO k=1,4
IF (v(k).eq.visite(j,k)) THEN
somma = somma + 1
END IF
END DO
IF (somma.eq.4) THEN
succ = .FALSE.
EXIT
END IF
END DO
IF (succ) THEN
DO j=1,2
IF (inf(j)) THEN
i(j) = 1
ELSE
i(j) = 0
END IF
END DO
ind_visite = ind_visite + 1
visite(ind_visite,:) = [v,i,day]
ind_visite = ind_visite + 1
visite(ind_visite,:) = [v(3),v(4),v(1),v(2),i(2),i(1), day]
END IF
RETURN
END SUBROUTINE
```

For your convenience I attached a zip file with following data:

- BuildLog, so you can understand how I set my compiler
- The original F90 file. It is the file which is required to compile the code
- Res.txt is the most important output file
- JPEG post processing of res.txt
- Summary.txt that is printed at your screen, too and they show something is wrong in my code.

Pay attention: the code is slower now, but it need only few Mb in RAM.

Anyway, a track.txt is very large (about 2 Gb). It could be interesting only in a debug phase.

If you comment line 224-226, this file will be not written.

Thank you for your support.

mecej4

Black Belt

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
03:27 AM

715 Views

Matteo,

You have now posted a larger and substantially different code. Apart from the size, the question now is: "In what way is the compiler is treating this larger code that, to you, is wrong? Is there still a variable that is "changing in value without apparent reason" -- as you said earlier? If so, where do you see it?

You have to provide the details, since most of us neither know nor may be particularly interested in the application domain.

In the larger code, you have several places where you compare logical variables using the arithmetic comparison operator .EQ., for example, **pop(a,b).eq. .FALSE.** . See the cautionary notes in Equivalence-Versus-Equality For related reasons, it is incorrect to set the logical variable pop_new to the integer value 0, as is done at Line 70.

I must admit that the JPG files that you provided and the numbers in the output files mean nothing to me.

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
03:47 AM

708 Views

@mecej4 ,

the previous code is just an example, while this is the real original code.

I understood my misuse of equivalence .vs. equality and I am going to re-arrange this part.

You are right, line 90 should be corrected with pop_new(:,:) = .FALSE.

**pop **is initialized at line 96 via random process.

A do-loop from line 133 to line 185 never change these values.

Anyway, a breakpoint at line 186 will show some variation in **pop.**

If you are interesting in the frame, I can give additional information.**Pop** array is "divided" in 9 square sectors, where **x** and **y** give their boundaries.

Any **pop(a,b)** can move only inside its sector, computed any time by *confina* subroutine.**Pop(a,b)** can "visit" **pop(r(1),r(2))** and can modify that and it can be modified, where pop_new reports the new status (not pop!). The **xmin**, **xmax**, **ymin** and **ymax **computed by *confina*, constraint** pop(a,b)** to not exit from its own sector.

The jpeg reports in red the .TRUE. (1) of **pop** matrix at any time **j** and in blue the FALSE (0).

Since pop has only 4 true values, at the end of the program I should see 5 all blue sector in jpeg.

I hope it is clearer what I have in mind.

Regards.

andrew_4619

Valued Contributor III

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
04:41 AM

702 Views

Mecej4 is correct there are many non standard things in your code. It is a small code and correcting should be quick and easy. It may not fix any problem you have but it is a good basis to start with a conforming code. Compile with /stand.

I will also note your loops are all very inefficient at you loop array(i,:) everywhere so you jump around memory as you are never working on adjacent memory locations, array(:,i).

Things like

```
! a bit insane
DO aa=1,n
pop(aa,:) = pop_new(aa,:)
END DO
! why not
DO aa=1,n
pop(:,aa) = pop_new(:,aa)
END DO
! or better
pop = pop_new
```

Steve_Lionel

Black Belt Retired Employee

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
07:05 AM

683 Views

@Matteo , you misunderstood mecej4's comment.

For example, you have:

`IF (pop(a,b).ne. .TRUE.) THEN`

This is simply wrong. Do not use .eq. or .ne. on LOGICAL values. You could write:

`IF (pop(a,b).neqv. .TRUE.) THEN`

but better would be simply:

`IF (.not. pop(a,b)) THEN`

I discuss this issue in Doctor Fortran in “To .EQV. or to .NEQV., that is the question”, or “It’s only LOGICAL”

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
07:49 AM

668 Views

Thank you all.

I am always glad to learn something.

@Steve_Lionel

I understood the two remarks, the bad pop_new initialization and the wrong use of IF argument for logical variable.

Now it should be correct.

@andrew_4619

you are right too. vec(:,j) is faster than vec(j,:).

As I said, this is only a prototype code for no-profit activity.

It will be slow at the beginning, but when I will be sure it works, I am going to optimize that (or someone else will do it).

In any case that's the new code that it is running on my workstation.

In attachment you can find the F90 file if you would like to run it.

When I will get the results, I will share with you.

Regards.

```
PROGRAM Sim_pop
IMPLICIT NONE
INTEGER :: n,j,a,b, k, aa, bb
REAL*8 :: ar, br
LOGICAL, DIMENSION(:,:), ALLOCATABLE :: pop, pop_new
INTEGER(kind=2), DIMENSION(:,:), ALLOCATABLE :: R0, immuni, degenza
LOGICAL, DIMENSION(:,:), ALLOCATABLE :: guarito
INTEGER, DIMENSION(:,:), ALLOCATABLE :: visite
INTEGER :: ivisit, ivisit_old, nvis
INTEGER :: days, t0, startc
INTEGER, DIMENSION(1:2) :: r
REAL*8, DIMENSION(1:2) :: p
REAL*8:: cont_rate, r0_print
REAL*8 :: c, raggio, angolo, std
INTEGER :: uscite, usc, quarantena, immuno_day
INTEGER :: contagiati, infetti
REAL*8 :: abitanti
INTEGER, DIMENSION(1:2) :: z
REAL*8, DIMENSION(1:2) :: rr
INTEGER, ALLOCATABLE, DIMENSION(:) :: x,y
INTEGER :: xmin, xmax, ymin, ymax, day_free
LOGICAL :: separa
INTEGER(kind=1), ALLOCATABLE, DIMENSION(:,:) :: reg0
INTEGER(kind=1), ALLOCATABLE, DIMENSION(:) :: vec
INTEGER(kind=1), DIMENSION(1:9) :: error
REAL :: tic, toc
!
CALL CPU_TIME(tic)
abitanti = 22500.d0
n = idnint(dsqrt(abitanti))
z = [4,4]
day_free = 100
days = 60
immuno_day = 15
cont_rate = 0.01d0
usc = 15
std = DBLE(n)*dsqrt(2.d0)/2.d0
t0 = 4
quarantena = 15
CALL random_seed(PUT = [23,42])
!
OPEN(10, FILE ='res.txt')
OPEN(11, FILE ='r0.txt')
OPEN(12, FILE ='summary.txt')
OPEN(13, FILE ='track.txt')
OPEN(45, FILE ='debug46.txt')
!
ALLOCATE(pop(1:n, 1:n), STAT = error(1))
ALLOCATE(R0(1:n,1:n), STAT = error(2))
ALLOCATE(pop_new(1:n, 1:n), STAT = error(3))
ALLOCATE(degenza(1:n, 1:n), STAT = error(4))
ALLOCATE(visite(1:(n*n*(usc+1)*2),1:7), STAT = error(5))
ALLOCATE(guarito(1:n, 1:n), STAT = error(6))
ALLOCATE(immuni(1:n, 1:n), STAT = error(7))
ALLOCATE(reg0(1:t0,1:2), STAT = error(8))
ALLOCATE(vec(1:n), STAT = error(9))
IF (sum(error).eq.0) THEN
WRITE(*,*) 'Not Error in allocation'
ELSE
WRITE(*,*) 'Error'
DO j=1,9
WRITE(*,*) error(J)
END DO
STOP
END IF
nvis = SIZE(visite, DIM=1)
startc = 0
pop(:,:) = .FALSE.
R0(:,:) = 0
pop_new(:,:) = .TRUE.
degenza(:,:) = -1
immuni(:,:) = 0
guarito(:,:) = .FALSE.
separa = .FALSE.
!
DO j=1,2
IF (Z(j).gt.1) THEN
separa =.TRUE.
IF (j.eq.1) THEN
ALLOCATE(x(1:z(j)))
CALL linspace(DBLE(1),DBLE(n),z(j),x)
ELSE
ALLOCATE(y(1:z(j)))
CALL linspace(DBLE(1),DBLE(n),z(j),y)
END IF
END IF
END DO
!
DO WHILE (startc.lt.t0)
CALL random_number(p)
ar = (1.d0 + p(1) * (DBLE(n)))
br = (1.d0 + p(2) * (DBLE(n)))
a = floor(ar)
b = floor(br)
IF (.not. pop(a,b)) THEN
pop(a,b) = .TRUE.
degenza(a,b) = -1
startc = startc + 1
reg0(startc,:) = [a,b]
END IF
END DO
DO k=1,n
vec = 0
WHERE (pop(k,:))
vec = 1
END WHERE
WRITE(10,1000) vec
WRITE(11,1001) R0(k,:)
END DO
pop_new = pop
DO j=1,days
infetti = 0
DO a=1,n
DO b=1,n
IF (pop(a,b)) THEN
infetti = infetti + 1
END IF
END DO
END DO
contagiati = SUM(SUM(R0, DIM =1), DIM = 1)
IF (infetti.ne.0) THEN
r0_print = DBLE(contagiati)/DBLE(infetti)
ELSE
r0_print = 0.d0
END IF
WRITE(*,9000) j-1, infetti, r0_print
WRITE(12,9001) j-1, infetti, r0_print
R0(:,:) = 0
visite(:,:) = 0
ivisit = 0
DO a=1,n
DO b=1,n
uscite = 0
IF ((separa).and.(j.le.day_free)) THEN
CALL confina(a,z(1),x,xmin,xmax)
CALL confina(b,z(2),y,ymin,ymax)
ELSE
xmin = 1
xmax = n
ymin = 1
ymax = n
END IF
DO WHILE (uscite.le.usc)
CALL random_norm(raggio)
raggio = dabs(raggio) * std * 0.38532d0
CALL random_number(c)
angolo = (0.d0 + c * (360.d0))
rr(1) = (DBLE(a) + raggio*dcosd(angolo))
rr(2) = (DBLE(b) + raggio*dsind(angolo))
r(1) = idnint(rr(1))
r(2) = idnint(rr(2))
IF (a.eq.r(1).and.b.eq.r(2)) THEN
CYCLE
END IF
! Nessuno può uscire dalla sua "cella" dentro pop
IF (r(1).ge.xmin.and.r(1).le.xmax) THEN
IF (r(2).ge.ymin.and.r(2).le.ymax) THEN
ivisit_old = ivisit
CALL cercavisite (j,[a,b,r(1),r(2)],[pop(a,b),pop(r(1),r(2))], ivisit, nvis, visite)
IF (ivisit.gt.ivisit_old) THEN
uscite = uscite + 1
IF (((.not. pop(a,b)).and.(.not. pop(r(1),r(2)))).or. &
((pop(a,b)).and.(pop(r(1),r(2))))) THEN
CYCLE
ELSE
CALL random_number(c)
IF (c.le.cont_rate) THEN
! Calcolo R0 e propago virus
IF ((.not. pop(a,b)).and.(immuni(a,b).eq.0)) THEN
R0(r(1),r(2)) = R0(r(1),r(2)) + 1
pop_new(a,b) = .TRUE.
ELSEIF ((.not. pop(r(1), r(2))).and.(immuni(r(1), r(2)).eq.0)) THEN
R0(a,b) = R0(a,b) + 1
pop_new(r(1),r(2)) = .TRUE.
END IF
END IF
END IF
END IF
END IF
END IF
END DO
END DO
END DO
pop = pop_new
! verifico le guarigioni
DO aa=1,n
DO bb=1,n
IF (pop(aa,bb)) THEN
degenza(aa,bb) = degenza(aa,bb) + 1
END IF
IF (guarito(aa,bb)) THEN
immuni(aa,bb) = immuni(aa,bb) -1
END IF
IF (immuni(aa,bb).le.0) THEN
guarito(aa,bb) = .FALSE.
immuni(aa,bb) = 0
END IF
IF ((pop(aa,bb)).and.(degenza(aa,bb).ge.quarantena)) THEN
degenza(aa,bb) = -1
pop(aa,bb) = .FALSE.
guarito(aa,bb) = .TRUE.
immuni(aa,bb) = immuno_day
END IF
END DO
END DO
pop_new = pop
DO k=1,n
vec = 0
WHERE (pop(k,:))
vec = 1
END WHERE
WRITE(10,1000) vec
IF (j.eq.46) THEN
WRITE(45,1000) vec
END IF
WRITE(11,1001) R0(k,:)
END DO
DO k=1,nvis
WRITE(13,1001) visite(k,:)
END DO
END DO
WRITE(*,*) 'End of simulation. Diseases = ',infetti
CLOSE(10)
CLOSE(11)
CLOSE(45)
CALL CPU_TIME(toc)
print '("Time = ",f12.3," minutes.")',(tic-toc)/60.d0
!
1000 FORMAT(1000(1X, I1))
1001 FORMAT(1000(1X, I6))
9000 FORMAT('Day = ',I4,' Diseases = ',I6, ' R0 = ' F5.3)
9001 FORMAT(I4, 1X, I6, 1X, E13.7)
READ(*,*)
STOP
END PROGRAM
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! Random_norm
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE random_norm(c)
IMPLICIT NONE
ReAL*8, INTENT(OUT) :: c
REAL*8, DIMENSION(1:2) :: u
REAL*8 :: pi = 3.14d0
!
CALL random_number(u)
C = dsqrt(-2.d0*dlog(u(1)))*dcos(2.d0*pi*u(2))
!
RETURN
END SUBROUTINE
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! Linpsace
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE linspace(a,b,n,yi)
IMPLICIT NONE
INTEGER, INTENT(IN) :: n
REAL*8, INTENT(IN) :: a,b
REAL*8, DIMENSION(1:n) :: y
INTEGER, INTENT(OUT), DIMENSION(1:n) :: yi
INTEGER :: j
REAL*8 :: p
!
p = (b-a)/DBLE(n-1)
DO j=1,n
y(j) = a + p*DBLE(j-1)
yi(j) = idnint(y(j))
END DO
!
RETURN
END SUBROUTINE
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! Confina
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE confina(a,n,x,xmin,xmax)
IMPLICIT NONE
INTEGER, INTENT(IN) :: a, n
INTEGER, DIMENSION(1:n), INTENT(IN) :: x
INTEGER, INTENT(OUT) :: xmin, xmax
INTEGER :: j
!
DO j=1,(n-1)
IF(a.ge.x(j).and.a.le.x(j+1)) THEN
xmin = x(j)
xmax = x(j+1)
EXIT
END IF
END DO
!
RETURN
END SUBROUTINE
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
!
! cercavisite
!
!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!
SUBROUTINE cercavisite (day,v,inf, ind_visite, n, visite)
IMPLICIT NONE
INTEGER, INTENT(IN) :: day
INTEGER, DIMENSION(1:4), INTENT(IN) :: v
LOGICAL, DIMENSION(1:2), INTENT(IN) :: inf
INTEGER, INTENT(INOUT) :: ind_visite
INTEGER, INTENT(INOUT), DIMENSION(1:n, 1:7) :: visite
INTEGER, INTENT(IN) :: n
!
LOGICAL :: succ
INTEGER :: j, k, somma
INTEGER, DIMENSION(1:2) :: i
!
succ = .TRUE.
DO j=1,ind_visite
somma = 0
DO k=1,4
IF (v(k).eq.visite(j,k)) THEN
somma = somma + 1
END IF
END DO
IF (somma.eq.4) THEN
succ = .FALSE.
EXIT
END IF
END DO
IF (succ) THEN
DO j=1,2
IF (inf(j)) THEN
i(j) = 1
ELSE
i(j) = 0
END IF
END DO
ind_visite = ind_visite + 1
visite(ind_visite,:) = [v,i,day]
ind_visite = ind_visite + 1
visite(ind_visite,:) = [v(3),v(4),v(1),v(2),i(2),i(1), day]
END IF
RETURN
END SUBROUTINE
```

mecej4

Black Belt

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-17-2020
08:28 PM

641 Views

Matteo,

In a previous post in this thread you wrote:

**Pop** array is "divided" in 9 square sectors, where **x** and **y** give their boundaries.

Any **pop(a,b)** can move only inside its sector, computed any time by *confina* subroutine. **Pop(a,b)** can "visit" **pop(r(1),r(2))** and can modify that and it can be modified, where pop_new reports the new status (not pop!). The **xmin**, **xmax**, **ymin** and **ymax **computed by *confina*, constraint** pop(a,b)** to not exit from its own sector.

The jpeg reports in red the .TRUE. (1) of **pop** matrix at any time **j** and in blue the FALSE (0). Since pop has only 4 true values, at the end of the program I should see 5 all blue sector in jpeg.

Are you implying that the number of elements of POP that are true cannot change? If so, the code does not satisfy that requirement. Specifically, you have

```
IF ((.not. pop(a,b)).and.(immuni(a,b).eq.0)) THEN
R0(r(1),r(2)) = R0(r(1),r(2)) + 1
pop_new(a,b) = .TRUE.
ELSEIF ((.not. pop(r(1), r(2))).and.(immuni(r(1), r(2)).eq.0)) THEN
R0(a,b) = R0(a,b) + 1
pop_new(r(1),r(2)) = .TRUE.
END IF
```

Either of the clauses in the IF-THEN-ELSEIF-ENDIF construct will cause the number of nodes where pop_new is .TRUE. to increase. Perhaps you need to reset the old locations to .FALSE., as in:

```
IF ((.not. pop(a,b)).and.(immuni(a,b).eq.0)) THEN
R0(r(1),r(2)) = R0(r(1),r(2)) + 1
pop_new(a,b) = .TRUE.
pop_new(r(1),r(2)) = .FALSE.
ELSEIF ((.not. pop(r(1), r(2))).and.(immuni(r(1), r(2)).eq.0)) THEN
R0(a,b) = R0(a,b) + 1
pop_new(r(1),r(2)) = .TRUE.
pop_new(a,b) = .FALSE.
END IF
```

Apart from this issue, I have not seen a single piece of evidence that POP(:,:) is getting any values changed inside the DO a = .. and DO b = .. loops.

Matteo

Novice

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-18-2020
02:50 AM

627 Views

@mecej4 ,

the number of TRUE elements **pop** change in this way.

Any **j** iteration some pop_new can change in TRUE and, at the end:

`pop = pop_new`

The code works in this way:

- any
**pop(a,b)**can keep in touch with a casual**pop(r(1), r(2))**`CALL random_norm(raggio) raggio = dabs(raggio) * std * 0.38532d0 CALL random_number(c) angolo = (0.d0 + c * (360.d0)) rr(1) = (DBLE(a) + raggio*dcosd(angolo)) rr(2) = (DBLE(b) + raggio*dsind(angolo)) r(1) = idnint(rr(1)) r(2) = idnint(rr(2)) IF (a.eq.r(1).and.b.eq.r(2)) THEN CYCLE END IF`

- The code check that
**pop(r(1), r(2))**is in the same**pop(a,b)**"sector" computed by*confina*`IF (r(1).ge.xmin.and.r(1).le.xmax) THEN IF (r(2).ge.ymin.and.r(2).le.ymax) THEN [...]`

- A random system, if
**pop(a,b)**or**pop(r(1), r(2))**are .TRUE., both**pop(a,b)**or**pop(r(1), r(2))**can switch from .FALSE. to .TRUE. but not viceversa (in the part of code you quoted).

So, **pop_new** is reset to **pop** values only at the end of the **j** iteration.

```
pop = pop_new
! other operations on pop
pop_new = pop
```

So, you didn't find any evidence that **pop** change during **a** e **b** DO. In fact it should work in this way!

But, if you run this code in the debug with breakpoints positioned where I suggested, you will find some pop values flip from .FALSE. to .TRUE.

In fact, the **pop** matrix, written in res.txt, shows each sector (they are 9) are infected by the original 4 **pop** TRUE values. The *confina* subroutine (read the previous bullets) avoids the pop values can go out from their own sector.

By the way, this night the code ran with the modification that I have just reported.

The res.txt files is identical to the previous one.

mecej4

Black Belt

- Mark as New
- Bookmark
- Subscribe
- Mute
- Subscribe to RSS Feed
- Permalink
- Email to a Friend
- Report Inappropriate Content

08-19-2020
07:57 PM

648 Views

During the last couple of days, I thought about why Matteo's code ran slowly, and I have found a solution.

The code performs a Monte-Carlo simulation of disease propagation. Points in a 150 X 150 grid are traversed in a random walk with some restricting rules. The simulation spans 60 days worth of disease spreading. To advance the positions of the "infected" entities, it is necessary to answer the question, "Have I been in this location before?" The method presently used is to keep adding to a large, unsorted array of one record for each location visited, somewhat similar to writing a new line in a registration book with name, phone number and address. For each grid point, up to 32 records may be entered.

Before adding a line, however, the writer has to check **all **the preceding entries (as many as 150 X 150 X 32) are scanned using a sequential search, and this makes the program run very slowly. As the days progress, the haystack grows taller, and we have to find thousands of needles in it and many times over. I let the program run only for a 5-day simulation, and that took 30 minutes on a PC with an i5-8400 CPU. Linear extrapolation gives an estimate of 6 hours for the computer run a simulation for the full 60 days.

Here is the fix. Instead of keeping a single huge register of visitation records, keep a 150 X 150 array of one page registers, with each page capable of holding about 70 visit records. When searching, we only search in the page for that particular square of the grid. I have attached a modified program that I constructed with this idea. It runs in less than a minute of CPU time for the full simulation.

Permit me to drive home an important conclusion: O*ptimize the algorithm before you optimize the code*.

For more complete information about compiler optimizations, see our Optimization Notice.