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FORTRAN to Mach2
Volume Number:5
Issue Number:3
Column Tag:Forth Forum

Porting FORTRAN to Mach 2

By Jörg Langowski, MacTutor Editorial Board

“Mach2 and FORTRAN”

Regular readers of this column will have noticed that for my work on machines other than the Mac, I often use Fortran. Also, you’ll have remarked that I’ve complained a lot about the complications that arise when one wants to do even the simplest matrix operations in Forth; keeping track of three loop levels for array indexing just goes beyond the capabilities of the average human. There is just no elegant way to deal with multi-dimensional arrays in Forth so far (please: if you object to that, do send me your implementation, and I’ll promise to print it!).

Now, there exist a lot of ready-written Fortran subroutines that do matrix inversion, solution of linear equations, diagonalization, least-squares fitting and more complicated things. Many of those routines exist in the source libraries of mainframe computers at universities and research institutions, and often they are even in the public domain. Also, although most scientific software is still written in Fortran, there is a wealth of good implementations available in Pascal and C. Alas, not so much luck with Forth. There are specific math packages for some Forth implementations, not yet for Mach2 to my knowledge; but wouldn’t it be nice to have some generic way of including external subroutines to Mach2 programs, be they written in Fortran, Pascal, C, or assembler?

This column describes a utility that does exactly what we want: given an external routine in a resource file, with the entry point at the start of the code, it will read the resource and compile it into the Mach2 code. All we have to know is the number of parameters that the routine expects. This utility also serves me as an excuse to speak about the (excellent) MPW Fortran implementation by Language Systems, which I received some months ago.

The external code resource linker

Lets assume we have a Pascal routine that expects three parameters on the stack. For clarity, all parameter are supposed to be longints. On entry to the routine, the stack looks like in Fig.1.

Fig.1: param. setup for Pascal procedure call

We have already seen many examples how to write Mach2 routines that look like Pascal procedures to the Mac, for instance MDEFs or dialog filter procedures. This time we are going to do the opposite, calling a procedure from Mach2 that is written in Pascal or conforms to the Pascal parameter passing standard. Language Systems Fortran subroutines use that standard, so we’ll be able to call our Fortran routines that way.

Before we jump to the entry point of the external routine, we have to setup the A7 stack as shown in Fig. 1. The ‘external procedure linker’ automatically creates the glue code for moving the parameters from the Forth to the A7 stack and pushing the correct return address on the stack.

The principle of the method is as follows: If you want to link the external procedure ‘myProc’ into Forth code being compiled, you first open a resource file that contains a PROC resource with the name of your routine ‘myProc’:

\1

“ myResFile” call OpenResFile 
\ you may store the refno returned by OpenResFile 
\ somewhere, so that you can easily close the file later

and then you write:

: my.definition
 ( does some stuff )

 par1 par2 par3 [ ExtProc 3 myProc ]

 ( does some more stuff )
;

This code sequence will tell the external procedure linker to setup the A7 stack for 3 longint parameters and the return address, then copy the code found in the resource PROC name ‘myProc’ into the Mach2 code space. The return address references the code that starts after the loaded code; this reference is automatically resolved.

The program (Listing 1) also provides support for functions which return a longint result; such function must reside in FUNC resources in the resource file and are compiled by writing

 [ ExtFunc #pars myFunc ]

The only difference is that one longint zero is pushed to the A7 stack before pushing the parameters.

Fortran parameter passing

LS Fortran allows to pass parameters by value when calling other routines (see below), but the subroutines themselves expect all parameters to be passed by reference. Therefore the stack setup is very simple; only 32-bit addresses are passed. When we call Fortran routines from Mach2, we must therefore always put the addresses, not the values of variables on the stack.

Read listing 1 for the Mach2 source of the external linker. At the beginning you’ll also find a definition for a different sort of do loop, ?do next, which allows a loop to be skipped altogether when the initial value of the loop index is greater that the index limit. We need that definition for creating the code that takes the parameters off the Forth stack and pushes them on the A7 stack.

Language Systems’ Fortran for MPW

Let’s now digress a little and look at LS Fortran in more detail. The compiler is an MPW tool; by typing

fortran filename [options]

one creates an object file that can be linked with the Fortran libraries, all the existing MPW libraries or Pascal or C procedures. A typical mainframe Fortran program contains I/O statements for keyboard input and terminal output. The code generated from such a program will have support for a standard ‘glass teletype’ I/O window. And, most surprising: when your program stops, the glass teletype stays on the screen and becomes a TextEdit window; the program output can be reviewed, edited, and saved to a file. All the support code for standard I/O, text editing and file saving is automatically loaded with the Fortran code when any reference is made to the Fortran I/O library (such as a WRITE (unit,format) iolist statement).

I was very impressed by this Fortran implementation by the way it supports standard I/O in a way almost transparent to the Macintosh programmer. Of course you don’t need this support for a ‘real’ Macintosh program, and it takes about 50K of code; just use only the toolbox for I/O, no Fortran I/O statements, and the code won’t be linked in.

Arrays larger than 32K are supported; any time a routine uses a local variable space of more than 16K, a heap object will be allocated for the local variables whose size is only limited by the memory of the Macintosh. Common blocks, too, are stored in the heap. Initialization and disposal of the heap objects is automatically done at the beginning and the end of the program.

Large array and Common support, too, will link large segments of code from the run time library, notably the error handler which uses the glass teletype output window; therefore, in a ‘pure Macintosh’ program, you can’t use big arrays by simply defining them in your subroutine. However, since LS Fortran also supports structures, pointers and handles, there is a very easy way to circumvent this restriction. The example is given in listing 2, subroutine bigarray. We define an array as a structure with one field, an indexed integer*4:

 structure /array/
 integer*4 f(1)
 end structure

and reference this structure through a handle. Pointer and handle definitions are given in an include file that comes with the Fortran system. For our example, they look like the following:

 structure /Parray/
 pointer /array/ P
 end structure
 
 structure /Harray/
 pointer /Parray/ H
 end structure

 record /Harray/ myarray

After going through this setup, we can reference our indexed data field f through double indirection:

myarray.h^.p^.f(i)

will return the value of the i-th element of the array. Multi-dimensional arrays can be set up in an analogous way. The only thing that remains is to make the array handle reference some legal memory space. This is done through a toolbox call, e.g.

 j = newHandle(%val(arraysize*4))
 if (j.ne.0) then 
 myarray.h = j
 end if

This code sequence also gives you an idea how Macintosh toolbox routines are called; their names are made known to the compiler by including the line

!!M Inlines.f

at the beginning of the source file; Inlines.f is a file that contains inline toolbox routine definitions. [The Fortran system contains an MPW tool for updating that file in case new toolbox routines are released. Very nice.] The toolbox routine is called using call when it is defined as a Pascal procedure and like a Fortran function if it is defined as a function in Inside Mac.

Note that you have to indicate explicitly when a parameter has to be passed by value, as in NewHandle(%val(handlesize)), the default being call by reference. Not including %val in toolbox calls has got me confused several times - be careful to check your calls thoroughly.

LS MPW Fortran supports 68020 and 68881 code generation; I have run no extensive benchmarks, but it makes my MacII run at about 40-50% the speed of a Microvax II for typical programs. This should improve by at least a factor of two if Language Systems gets their act together and include a reasonable optimizer in their compiler. The version 1.0 that I have will accept the -opt=n compiler directive on the command line, but the code generated looks the same no matter what optimization level is used and it is certainly less than optimal, with lots of unnecessary transfers back and forth between local variables and registers. In fact, I was rolling on the floor laughing when I saw the first assembly listing. I called LS after I found out, thinking I was too stupid to activate the optimizer, but they admitted that selecting the optimizer has no effect in version 1.0 and that it should change with the next version. They should at least say something about that in the manual. Still I think it is a very good Fortran implementation; some of my Vax programs required some work on minor syntax differences, but in general the transport was easy. A working program can be easily made to run in the background on the Mac by strategic placement of some calls to WaitNextEvent; all of a sudden the MacII becomes a serious competitor for a mini-mainframe. The optimizer will - hopefully - come.

Listing 2 contains several example subroutines that we shall later call from Mach2. They range from simple extended-to-real floating point conversions to a Gauss-Jordan algorithm for the solution of a system of linear equations. Please look at the code for more details; we don’t have enough space to describe it all here.

The !!S compiler directive indicates the segment name into which the code will be placed, the same as the resource name later used by ExtProc. Listing 3 contains an MPW script for generating a resource file with the PROC resources, and for building a Fortran application that tests the Gauss-Jordan and matrix multiplication routines by solving a system of linear equations.

The end of the Forth example (listing 1) contains words which call the external Fortran routines. You see a definition of single-to-extended floating point conversions, a routine that computes the distance between two points in 3-d space, a program that creates a large array on the heap, uses it and disposes the heap object, and finally the linear equation testing program, analogous to the Fortran application. These latter two programs are included as applications on the source code disk; also included is the ‘machsub’ file with the PROC resources, in case you want to test this code from Mach2 but don’t have the Fortran compiler. The PROC resources have been compiled with the 68020 and 68881 options off, so they should work on any Mac.

The approach described here should work equally well with external routines written in other languages, and notably it should be easy to add dynamic run time linking support. One simply would have to reserve memory and load the PROC resource in as it is needed. You are welcome to experiment and share your experiences in this column.

Till next month.

Listing 1: Mach2 external code resource linker 

\ external code resource linker
\ to be used for linking in external subroutines
\ syntax
\ : <forth word>
\[ ExtProc 3 mySub ] ( gets resource PROC “mySub”& links it )
\       ( 3 parameters required )
\[ ExtFunc 3 myFnc ] ( gets resource FUNC “myFnc” & links it)
\     ( 3 parameters required, placeholder for function result )
\ ;
\
\ The external procedure loader follows Pascal calling 
\ conventions, i.e.,
\ it will put one longint/parameter and return address on top 
\ of the A7 stack. Return is made to the code directly 
\ following the loaded 
\ external procedure, just as you would expect.
\
\ © 1989 J. Langowski / MacTutor

only forth also mac also assembler

 \ taken with permission from Mach2 roundtable on GEnie - JL
 \
 \ An example of writing new looping structure,  ?DO ... NEXT.
 \ Acts like a DO ... LOOP except that the test for loop 
 \ completion is done before the loop body is executed, thus
 \ if the ?DO “limit” is less than or equal to starting “index”
 \ loop body will be skipped (remember that a DO ... LOOP will
 \ always execute loop body at least once, even if the starting
 \ index equals the limit).  Waymen @ PASC  

 ASCII ?DO_  CONSTANT ?DOMark

 : ?DO  ( limit index -- ) \ compile time  ( -- )
     STATE @
     IF
         $26C526C6 ,    ( MOVE.L  D5,(A3)+
                          MOVE.L  D6,(A3)+ )
         $2C1E2A1E ,    ( MOVE.L  (A6)+,D6
                          MOVE.L  (A6)+,D5 )
         $6000 W,       ( BRA )
      HERE  >R  0 W, \ space for forward branch offset 
         ?DOMark >R     \ compiler flag
     ELSE
         -1  ABORT” Compile only!”
     THEN ; IMMEDIATE

 : NEXT  ( -- )
 \ compile time ( -- )
     STATE @ IF
  R> ?DOMark = IF
             $5286 W,       ( ADDQ.L #1,D6)
             HERE R@  -  R@ W!  \ patch forward branch left by ?DO
             $BA86 W,       ( CMP.L  D6,D5 )
             R>  HERE  -   \ backward branch offset for BGT
             $6E00  W, W,   ( BGT )  
             $2C232A23 ,    ( MOVE.L  -(A3),D6
                              MOVE.L  -(A3),D5 )
         ELSE
             -1 ABORT” Unpaired ?DO”
         THEN
     ELSE
         -1 ABORT” Compile only!”
     THEN ; IMMEDIATE

\ ------------------------------------------
\ external procedure linker code starts here
\ ------------------------------------------

$20 constant bl
variable subrfile 

: pushA6 $2F1E w, ;
: push0 $2F3C w, 0 , ;
: popA6 $2D1F w, ;
: pushret $41FA0000 , \ LEA 0(PC),A0
 $2F08 w, \ MOVE.L A0,-(A7)
 here 4-\ address of PC reference
;

: ExtProc { | procHdl retAddr -- }
 bl word number? IF ( # params OK )
 0 ?DO pushA6 NEXT
 pushret
 ascii PROC bl word call GetNamedResource
 ?dup IF -> procHdl
 procHdl @ here procHdl call SizeRsrc 
 dup allot ( procPtr here size )
 cmove \ move code into Forth object space
 here over - swap w! \ resolve LEA reference
 ELSE abort” ExtProc - can’t find routine”
 THEN
 ELSE abort” ExtProc - parameter number syntax error”
 THEN
;

: ExtFunc { | procHdl retAddr -- }
 bl word number? IF ( # params OK )
 push0 \ space for function result
 0 ?DO pushA6 NEXT
 pushret
 ascii FUNC bl word call GetNamedResource
 ?dup IF -> procHdl
 procHdl @ here procHdl call SizeRsrc 
 dup allot ( procPtr here size )
 cmove \ move code into Forth object space
 here over - swap w! \ resolve LEA reference
 popA6
 ELSE abort” ExtProc - can’t find routine”
 THEN
 ELSE abort” ExtProc - parameter number syntax error”
 THEN
;

\ --------------------------------------------------
\ define some calls to external (Fortran) procedures
\ --------------------------------------------------

“ machsub” call openresfile subrfile !

: x2r [ extproc 2 x2r ] ;
: r2x [ extproc 2 r2x ] ;

: distance ( p q r | -- )
 [ extproc 3 distance ]
;
variable myarrayH
variable myarraysize

: makearray ( arrayhandle arraysize -- )
 [ extproc 2 makearray ]
;
: gaussj ( a n np b m mp ierr -- )
 [ extproc 7 gaussj ]
;
: matmul ( a b c n np m mp l lp -- )
 [ extproc 9 matmul ]
;
subrfile @ call closeresfile

\ --------------------------------------------------
\ end of external definitions; testing routines
\ --------------------------------------------------

also sane fp
fvariable x 20 vallot
fvariable y 20 vallot
fvariable dist 

: f>s { | [ 6 lallot ] x s -- }
 ^ x f! \ store from FP stack into local variable
 ^ x ^ s x2r
 s
;
: s>f { s | [ 6 lallot ] x -- }
 ^ s ^ x r2x
 ^ x f@ \ push local variable to FP stack 
;
: setup.x.y
 1.5 x f!  2.5 x 10 + f!  3.5 x 20 + f!
 3.5 y f! -1.0 y 10 + f!  0.0 y 20 + f!
;

: compute.distance
 x y dist distance
 cr .” The distance between points x and y is “
 dist f@ f. .” units” cr
;

: test.array
 cr .” Setting up 10000 element array...” cr
 10000 myarraySize !
 myarrayH myarraySize makearray
 .” Testing setup: “ cr
 10000 0 DO
 .” array(“ i . .” ) = “ myarrayH @ @ i 4* + @ . cr
 1000 +loop
 myarrayH @ call disposhandle drop
;

5 constant maxdim 

variable n variable n1 
variable m variable m1 
variable ierr 

variable a maxdim dup * 4* 4- vallot ( np*np real array )
variable b maxdim 4* 4- vallot ( np el. real vector )
variable c maxdim dup * 4* 4- vallot ( np*np real array )
variable d maxdim 4* 4- vallot ( np el. real vector )

: setup.vars 
 maxdim n1 ! 1 m1 ! ;

: read.str ( -- addr )
 pad 1+ 80 expect span @ pad c! pad ;

: num.inp.err
 .” numeric input error, reenter - “
;
: num.lim.err
 .” number outside limits, reenter - “
;
: read.int 
 begin read.str cr number? not while drop 
 num.inp.err
 repeat
;
: read.real
 begin read.str cr fnumber? not while fdrop 
 num.inp.err
 repeat
;
: read.int.limit { lo hi -- }
 begin
 read.int dup lo > over hi < and
 not while drop
 num.lim.err
 repeat
;
: read.real.limit ( flo fhi -- )
 begin
 fover fover
 read.real
 fswap fover f> fswap fover f< and
 not while fdrop
 num.lim.err
 repeat
 fswap fdrop fswap fdrop
;
: dumpAB { dim | -- }
 dim 0 do
 cr dim 0 do  
 i 5 * j + 4* a + @ s>f f.
 loop
 i 4* b + @ s>f f. 
 loop
;
 
: dumpC { dim | -- }
 dim 0 do
 cr dim 0 do  
 i 5 * j + 4* c + @ s>f f.
 loop
 loop
;

: gausstest { | dim -- } 
 cr
 setup.vars
 .” Enter problem dimension (min=1,max=10) : “ 
 0 n1 @ read.int.limit -> dim
 dim 0 do
 cr .” Enter row # “ i . .”  - “
 dim 0 do read.real f>s 
 i 5 * j + 4* a + ! \ store in array a
 loop
 read.real f>s i 4* b + ! \ store right-hand side
 loop
 a c 400 cmove \ copy a to c

 cr .” Calling GAUSSJ...”
 dim n ! 1 m !
 a n n1 b m m1 ierr gaussj
 cr .” After GAUSSJ. Components of A,B:”
 dim dumpAB
 cr .” Checking solution. Old A:” dim dumpC

 c b d n n1 n n1 m m1 matmul
 cr .” Old B: “
 dim 0 do
 i 4* d + @ s>f f.
 loop
 cr     
;

NEW.WINDOW lineq
“ Linear Equations” lineq TITLE
50 50 300 450 lineq BOUNDS
Document Visible NoCloseBox GrowBox lineq ITEMS

600 5000 terminal gauss

: go.gauss activate fp 7 fixed gausstest
 begin ?terminal until
 bye
;

: start
 lineq add
 lineq gauss build
 lineq dup call selectwindow call setport
 gauss go.gauss
; 
Listing 2: Fortran subroutines to be called from Mach2

!!S x2r 
 subroutine x2r(r,x)
 extended x
 real*4 r
 
 r = snglq(x)
 
 return
 end

!!S r2x 
 subroutine r2x(x,r)
 extended x
 real*4 r
 
 x = qext(r)
 
 return
 end

!!S Distance
 subroutine distance (r,y,x)
 implicit none
 extended x(3),y(3),r,x1,x2,x3
 
 x1 = x(1)-y(1)
 x2 = x(2)-y(2)
 x3 = x(3)-y(3)
 
 r = sqrt(x1*x1 + x2*x2 + x3*x3)
 
 return
 end

!!M Inlines.f
!!S makearray
 subroutine makearray (arraysize, myarray)
 implicit none

 integer*4 arraysize
 include ‘::fincludes:memtypes.f’
 
 structure /array/
 integer*4 f(1)
 end structure
 
 structure /Parray/
 pointer /array/ P
 end structure
 
 structure /Harray/
 pointer /Parray/ H
 end structure

 record /Harray/ myarray

 integer i,j
c
csets up new array of length arraysize
cand initializes it.
creturns -1 in arraysize 
cwhen the handle couldn’t be created.
c
 j = newHandle(%val(arraysize*4))
 if (j.ne.0) then
 myarray.h = j
 
 do i=1,arraysize
 myarray.h^.p^.f(i) = i
 end do
 
 else
 arraysize = -1
 end if
 
 return
 end

!!S matmul
 subroutine matmul (lp,l,mp,m,np,n,c,b,a)
c
cgenerates the matrix product c = a*b.
ca is an input matrix of dimensions m*n, stored in 
can array of physical dimensions mp*np.
cb is an input matrix of dimensions n*l, stored in 
can array of physical dimensions np*lp.
cc is the product matrix of dimensions m*l, stored in 
can array of physical dimensions mp*lp.
c
cJ. Langowski 1989
c
 implicit none
 integer*4 np,n,mp,m,lp,l
 real*4 a(mp,np),b(np,lp),c(mp,lp)
 
 real*4 sum
 integer*4 i,j,k
 
 do i=1,l
 do j=1,m
 sum=0.
 do k=1,n
 sum = sum + a(j,k)*b(k,i)
 end do
 c(j,i) = sum
 end do
 end do
 
 return
 end

!!S gaussj
 subroutine gaussj (ierr,mp,m,b,np,n,a)
c
c  linear equation solution by Gauss-Jordan elimination.
cA is an input matrix of N*N elements, stored in an array
cof physical dimensions NP*NP. B is an input matrix of 
cN*M containing the M right hand side vectors, stored 
cin an array of physical dimensions NP*MP. On output, A
cis replaced by its matrix inverse, and B is replaced by
cthe corresponding set of solution vectors.
c
cfrom: Press/Flannery/Teukolsky/Vetterling, 
cNumerical Recipes,  Cambridge University Press, 
cCambridge, UK 1986.
c
cJL \ added IERR for return of error status:
cIERR=0 no error
cIERR=-1singular matrix
c parameters are in inverse order wrt original 
cdefinition so that Mach2 can push them on the stack 
cin the original order.
c
 integer nmax
 parameter (nmax=50)
 
 integer*4 n,np,m,mp
 real*4 a(np,np),b(np,mp)
 
 integer*4 ipiv(nmax),indxr(nmax),indxc(nmax)
 integer*4 i,j,k,l,ll,irow,icol
 real*4 big,dum,pivinv
 
 do i=1,n
 ipiv(i) = 0
 end do
 do i=1,n
 big=0.
 do j=1,n
 if (ipiv(j) .ne. 1) then
 do k=1,n
 if (ipiv(k).eq.0) then
 if(abs(a(j,k)) .ge. big) then
 big = abs(a(j,k))
 irow=j
 icol=k
 end if
 else if (ipiv(k).gt.1) then
 ierr=-1
 return
 end if
 end do
 end if
 end do
 ipiv(icol)=ipiv(icol)+1
 
 if(irow.ne.icol) then
 do l=1,n
 dum=a(irow,l)
 a(irow,l)=a(icol,l)
 a(icol,l) = dum
 end do
 do l=1,m
 dum=b(irow,l)
 b(irow,l)=b(icol,l)
 b(icol,l)=dum
 end do
 end if
 
 indxr(i) = irow
 indxc(i) = icol
 if (a(icol,icol).eq.0.) then
 ierr=-1
 return
 end if
 pivinv=1./a(icol,icol)
 a(icol,icol)=1.
 
 do l=1,n
 a(icol,l)=a(icol,l)*pivinv
 end do
 do l=1,m
 b(icol,l)=b(icol,l)*pivinv
 end do
 do ll=1,n
 if (ll.ne.icol) then
 dum=a(ll,icol)
 a(ll,icol)=0.
 do l=1,n
 a(ll,l)=a(ll,l)-a(icol,l)*dum
 end do
 do l=1,m
 b(ll,l)=b(ll,l)-b(icol,l)*dum
 end do
 end if
 end do
 end do
 
 do l=n,1,-1
 if(indxr(l).ne.indxc(l)) then
 do k=1,n
 dum=a(k,indxr(l))
 a(k,indxr(l))=a(k,indxc(l))
 a(k,indxc(l))=dum
 end do
 end if
 end do
 
 ierr=0
 return
 end
 
 program gausstest
c
cmain program to test GAUSSJ and MATMUL
csubroutines
c
 implicit none
 integer*4 i,ierr,j,n,np
 real*4 a(10,10), b(10), c(10,10), d(10), sum
 
 np = 10
1write (6,*) ‘Enter problem dimension (max=10):’
 read (6,*) n
 if (n.ge.np .or. n.eq.0) goto 1
 do i=1,n
 write (6,*) ‘Enter row #’,i,’:’
 read (6,*) (a(i,j),j=1,n),b(i)
 do j=1,n
 c(i,j) = a(i,j)
 end do
 end do
 write (6,*) ‘Calling GAUSSJ...’
 call gaussj(ierr,1,1,b,np,n,a)
 write (6,*) ‘After GAUSSJ. Components of A, B:’
 do i=1,n
 write (6,*) (a(i,j),j=1,n),b(i)
 end do
 write (6,*) ‘Checking solution: original b(i):’
 do i=1,n
 sum = 0.
 do j=1,n
 sum = sum + c(i,j)*b(j)
 end do
 write (6,*) sum
 end do 
 call matmul (1,1,np,n,np,n,d,b,c)
 write (6,*) (d(i),i=1,n)
 goto 1
 end
Listing 3: MPW script to generate ‘machsub’ file and Fortran test application

fortran myarray.f
fortran distance.f
fortran x2r.f
fortran r2x.f
fortran matmul.f
fortran gaussj.f
fortran gausstest.f

link -b -w myarray.f.o -m MAKEARRAY 
 -t FTNp 
 “{FLibraries}FORTRANLib.o” 
 “{Libraries}Runtime.o” 
 “{Libraries}Interface.o” 
 -rt PROC=128 -o “machsub” -l >> machsub.map
link -b -w distance.f.o -m DISTANCE 
 -rt PROC=129 -o “machsub” -l >> machsub.map
link -b -w x2r.f.o -m X2R 
 -rt PROC=130 -o “machsub” -l >> machsub.map
link -b -w r2x.f.o -m R2X 
 -rt PROC=131 -o “machsub” -l >> machsub.map
link -b -w gaussj.f.o -m GAUSSJ 
 -sg gaussj=f_RunTime 
 “{FLibraries}FORTRANLib.o” 
 “{FLibraries}IntrinsicLib.o” 
 “{FLibraries}FSANELib.o” 
 “{Libraries}Runtime.o” 
 “{Libraries}Interface.o” 
 -rt PROC=132 -o “machsub” -l >> machsub.map
link -b -w matmul.f.o -m MATMUL 
 -sg matmul=f_RunTime 
 “{FLibraries}FORTRANLib.o” 
 “{Libraries}Runtime.o” 
 “{Libraries}Interface.o” 
 -rt PROC=133 -o “machsub” -l >> machsub.map
link -b -w gausstest.f.o gaussj.f.o matmul.f.o 
 “{FLibraries}FORTRANLib.o” 
 “{FLibraries}IntrinsicLib.o” 
 “{FLibraries}FSANELib.o” 
 “{Libraries}Runtime.o” 
 “{Libraries}Interface.o” 
 -o “gausstest” -l > gausstest.map
gausstest

 

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Netmarble is making some pretty big moves with their latest update for Seven Knights Idle Adventure, with a bunch of interesting additions. Two new heroes enter the battle, there are events and bosses abound, and perhaps most interesting, a huge... | Read more »
Make the passage of time your plaything...
While some of us are still waiting for a chance to get our hands on Ash Prime - yes, don’t remind me I could currently buy him this month I’m barely hanging on - Digital Extremes has announced its next anticipated Prime Form for Warframe. Starting... | Read more »
If you can find it and fit through the d...
The holy trinity of amazing company names have come together, to release their equally amazing and adorable mobile game, Hamster Inn. Published by HyperBeard Games, and co-developed by Mum Not Proud and Little Sasquatch Studios, it's time to... | Read more »
Amikin Survival opens for pre-orders on...
Join me on the wonderful trip down the inspiration rabbit hole; much as Palworld seemingly “borrowed” many aspects from the hit Pokemon franchise, it is time for the heavily armed animal survival to also spawn some illegitimate children as Helio... | Read more »
PUBG Mobile teams up with global phenome...
Since launching in 2019, SpyxFamily has exploded to damn near catastrophic popularity, so it was only a matter of time before a mobile game snapped up a collaboration. Enter PUBG Mobile. Until May 12th, players will be able to collect a host of... | Read more »
Embark into the frozen tundra of certain...
Chucklefish, developers of hit action-adventure sandbox game Starbound and owner of one of the cutest logos in gaming, has released their roguelike deck-builder Wildfrost. Created alongside developers Gaziter and Deadpan Games, Wildfrost will... | Read more »
MoreFun Studios has announced Season 4,...
Tension has escalated in the ever-volatile world of Arena Breakout, as your old pal Randall Fisher and bosses Fred and Perrero continue to lob insults and explosives at each other, bringing us to a new phase of warfare. Season 4, Into The Fog of... | Read more »
Top Mobile Game Discounts
Every day, we pick out a curated list of the best mobile discounts on the App Store and post them here. This list won't be comprehensive, but it every game on it is recommended. Feel free to check out the coverage we did on them in the links below... | Read more »
Marvel Future Fight celebrates nine year...
Announced alongside an advertising image I can only assume was aimed squarely at myself with the prominent Deadpool and Odin featured on it, Netmarble has revealed their celebrations for the 9th anniversary of Marvel Future Fight. The Countdown... | Read more »
HoYoFair 2024 prepares to showcase over...
To say Genshin Impact took the world by storm when it was released would be an understatement. However, I think the most surprising part of the launch was just how much further it went than gaming. There have been concerts, art shows, massive... | Read more »

Price Scanner via MacPrices.net

You can save $300-$480 on a 14-inch M3 Pro/Ma...
Apple has 14″ M3 Pro and M3 Max MacBook Pros in stock today and available, Certified Refurbished, starting at $1699 and ranging up to $480 off MSRP. Each model features a new outer case, shipping is... Read more
24-inch M1 iMacs available at Apple starting...
Apple has clearance M1 iMacs available in their Certified Refurbished store starting at $1049 and ranging up to $300 off original MSRP. Each iMac is in like-new condition and comes with Apple’s... Read more
Walmart continues to offer $699 13-inch M1 Ma...
Walmart continues to offer new Apple 13″ M1 MacBook Airs (8GB RAM, 256GB SSD) online for $699, $300 off original MSRP, in Space Gray, Silver, and Gold colors. These are new MacBook for sale by... Read more
B&H has 13-inch M2 MacBook Airs with 16GB...
B&H Photo has 13″ MacBook Airs with M2 CPUs, 16GB of memory, and 256GB of storage in stock and on sale for $1099, $100 off Apple’s MSRP for this configuration. Free 1-2 day delivery is available... Read more
14-inch M3 MacBook Pro with 16GB of RAM avail...
Apple has the 14″ M3 MacBook Pro with 16GB of RAM and 1TB of storage, Certified Refurbished, available for $300 off MSRP. Each MacBook Pro features a new outer case, shipping is free, and an Apple 1-... Read more
Apple M2 Mac minis on sale for up to $150 off...
Amazon has Apple’s M2-powered Mac minis in stock and on sale for $100-$150 off MSRP, each including free delivery: – Mac mini M2/256GB SSD: $499, save $100 – Mac mini M2/512GB SSD: $699, save $100 –... Read more
Amazon is offering a $200 discount on 14-inch...
Amazon has 14-inch M3 MacBook Pros in stock and on sale for $200 off MSRP. Shipping is free. Note that Amazon’s stock tends to come and go: – 14″ M3 MacBook Pro (8GB RAM/512GB SSD): $1399.99, $200... Read more
Sunday Sale: 13-inch M3 MacBook Air for $999,...
Several Apple retailers have the new 13″ MacBook Air with an M3 CPU in stock and on sale today for only $999 in Midnight. These are the lowest prices currently available for new 13″ M3 MacBook Airs... Read more
Multiple Apple retailers are offering 13-inch...
Several Apple retailers have 13″ MacBook Airs with M2 CPUs in stock and on sale this weekend starting at only $849 in Space Gray, Silver, Starlight, and Midnight colors. These are the lowest prices... Read more
Roundup of Verizon’s April Apple iPhone Promo...
Verizon is offering a number of iPhone deals for the month of April. Switch, and open a new of service, and you can qualify for a free iPhone 15 or heavy monthly discounts on other models: – 128GB... Read more

Jobs Board

Relationship Banker - *Apple* Valley Financ...
Relationship Banker - Apple Valley Financial Center APPLE VALLEY, Minnesota **Job Description:** At Bank of America, we are guided by a common purpose to help Read more
IN6728 Optometrist- *Apple* Valley, CA- Tar...
Date: Apr 9, 2024 Brand: Target Optical Location: Apple Valley, CA, US, 92308 **Requisition ID:** 824398 At Target Optical, we help people see and look great - and Read more
Medical Assistant - Orthopedics *Apple* Hil...
Medical Assistant - Orthopedics Apple Hill York Location: WellSpan Medical Group, York, PA Schedule: Full Time Sign-On Bonus Eligible Remote/Hybrid Regular Apply Now Read more
*Apple* Systems Administrator - JAMF - Activ...
…**Public Trust/Other Required:** None **Job Family:** Systems Administration **Skills:** Apple Platforms,Computer Servers,Jamf Pro **Experience:** 3 + years of Read more
Liquor Stock Clerk - S. *Apple* St. - Idaho...
Liquor Stock Clerk - S. Apple St. Boise Posting Begin Date: 2023/10/10 Posting End Date: 2024/10/14 Category: Retail Sub Category: Customer Service Work Type: Part Read more
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