MPI (lack of) Performance?
Jonathan King
jking@cv.hp.com
Mon May 10 20:24:53 1999
Greetings.
We've set up a small (4 node) cluster here hoping to test and determine
whether or not the Hamachi cards will be sufficient for some of the
parallel applications that we are currently running. I haven't had any
serious problems getting the cards up and running (initially using
Donald Becker's .08, but most recently using Eric Kasten's (kasten? ;)
-- it's lower case in the driver) .14 version). We already had an MPI
layer, so getting our code running wasn't a huge problem.
But I'm pretty disappointed with the results that I'm getting for actual
MPI throughput, and I'd like to ask if anyone else (using MPI) gets
similar results, or if you had to do anything special to "up" the
performance. My results (using the simple ping-pong MPI program at the
bottom) inside of MPI are only order 23Mb/s.
In other words, benchmarks looked decent, but when we threw our
application at it, it... well, it sucked. ;) I'm trying to find out
why...
Here's some data:
size count time MB/s(*)
2048 5000 3.59 5.44
4096 5000 3.62 10.78
8192 5000 5.14 15.19
16384 5000 8.88 17.60
32768 5000 15.84 19.73 (*) MB/s =
((2*size*count)/time)/(1024*1024)
65536 5000 30.65 20.39
131072 5000 59.40 21.05
262144 5000 111.79 22.36
524288 5000 217.13 23.03
1048576 5000 425.54 23.50
2097152 5000 848.49 23.57
Configuration:
HP Kayak XA-s
Pentium II 450
384 Mb RAM
Hamachi's (32 bit PCI bus)
kernel 2.2.5
driver v.14
Switch is an HP8000M w/ HP gigabit ethernet modules, the gigabit cards
are set to a private 10.* network, traffic outside the 10.* network goes
over the second 10/100 card.
Some (useful??) observations:
(1) lights on the switch are "constant" ... ie, when this is running,
they don't flicker, they're "on."
(2) load on the CPU is minimal. Running uptime after a couple of
minutes of running will yield somewhere between .01 and .15 1 minute
load.
(3) packets aren't being lost (or at least reported lost) in the switch
diagnostics. Order a couple of lost packets every few million.
(4) no error messages are being reported to /var/log/messages.
(5) 'top i' doesn't show this pong application as a non-idle process
(Huh?)
(6) the "other" ethernet card (eth0) *does* have problems. I haven't
replaced it yet, but the driver (pcnet32) seems really flakey with this
particular card (an HP special, combo ethernet/SCSI card. Yippee.).
Does this matter??? Essentially I get occasional error messages like:
"kernel: eth0: Tx FIFO error! Status 02a3." ... but they aren't very
frequent, unless I try running the test over the 100Mbit lines. Things
get ugly then... but I've tried this with the line disconnected (Hmm.
Although I haven't tried rmmod'ing the pcnet32 driver ... didn't think
it would matter).
Anyway, what I'd like to solicit is any advice other people might have
on getting MPI programs to perform underneath the Hamachi cards (or just
in general, does MPI perform poorly on Linux?? I wouldn't think so,
with the whole beowulf concept in high visibility, but this is my first
experience with MPI on Linux). Any command line parameters (I do have
to use the -nolocal option to avoid default routing over the 10/100) or
environment variables that increase performance? Compiler directives?
Black magic incantations?
I'd like to be able to present this as a viable alternative to another
big parallel box, but with these numbers, there's just no competition
(for comparison purposes, this exact same code on an old Convex SPP1600
yields order 90MB/sec ... but that's shared memory).
Code follows.
Thanks! I'd appreciate any tips!
Jon
PS: These are empty buffers being passed here... a similar version was
used with valid data in the buffer and checking on the other end to make
sure the proper string was received, with no problem. Data is getting
passed/received properly.
#include <mpi.h>
#include <time.h>
#include <stdio.h>
#define BUFFER_SIZE 5000000
#define MSG_TAG 1
char sendbuf[BUFFER_SIZE];
char recvbuf[BUFFER_SIZE];
int main( int argc, char **argv )
{
int i,j;
int rank,nproc;
char myname[MPI_MAX_PROCESSOR_NAME];
int namelen;
int result;
int size, repcount;
double t1,t2;
MPI_Status status;
MPI_Init( &argc, &argv );
MPI_Comm_size( MPI_COMM_WORLD, &nproc );
MPI_Comm_rank( MPI_COMM_WORLD, &rank );
MPI_Get_processor_name( myname, &namelen );
if( argc > 1 )
size = atoi(argv[1]);
else
size = 4096;
if( argc > 2 )
repcount = atoi( argv[2] );
else
repcount = 1000;
MPI_Errhandler_set( MPI_COMM_WORLD, MPI_ERRORS_ARE_FATAL );
for( j=0; j<10; j++ )
{
MPI_Barrier( MPI_COMM_WORLD );
t1=MPI_Wtime();
switch( rank )
{
case 0:
for( i=0; i<repcount; i++ )
{
MPI_Send( sendbuf, size, MPI_BYTE, 1, MSG_TAG, MPI_COMM_WORLD
);
MPI_Recv( recvbuf, size, MPI_BYTE, 1, MSG_TAG, MPI_COMM_WORLD,
&sta
tus );
}
break;
case 1:
for( i=0; i<repcount; i++ )
{
MPI_Recv( recvbuf, size, MPI_BYTE, 0, MSG_TAG, MPI_COMM_WORLD,
&sta
tus );
MPI_Send( sendbuf, size, MPI_BYTE, 0, MSG_TAG, MPI_COMM_WORLD
);
}
break;
default:
break;
}
t2=MPI_Wtime();
if( rank == 0 )
{
if( j==0 )
printf( "%d %d %.3f", size, repcount, t2-t1 );
else
printf( " %.3f",t2-t1 );
}
}
if( rank == 0 ) printf( "\n" );
MPI_Finalize();
exit(0);
}
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