[mvapich-discuss] MVAPICH on multi-GPU causes Segmentation fault
Yutian Li
lyt at megvii.com
Wed May 27 01:18:33 EDT 2015
I'm using MVAPICH2 2.1 on a Debian 7 machine. It has multiple cards of
Tesla K40m. I am running into segmentation fault when I'm using multiple
GPU cards.
The code is as follows.
#include <cstdio>
#include <cstdlib>
#include <ctime>
#include <cuda_runtime.h>
#include <mpi.h>
int main(int argc, char** argv) {
MPI_Status status;
int rank;
MPI_Init(&argc, &argv);
MPI_Comm_rank(MPI_COMM_WORLD, &rank);
cudaSetDevice(0);
if (rank == 0) {
srand(time(0));
float* a;
float num = rand();
cudaMalloc(&a, sizeof(float));
cudaMemcpy(a, &num, sizeof(float), cudaMemcpyDefault);
MPI_Send(a, sizeof(float), MPI_CHAR, 1, 0, MPI_COMM_WORLD);
printf("sent %f\n", num);
} else {
float* a;
float num;
cudaMalloc(&a, sizeof(float));
MPI_Recv(a, sizeof(float), MPI_CHAR, 0, 0, MPI_COMM_WORLD,
&status);
cudaMemcpy(&num, a, sizeof(float), cudaMemcpyDefault);
printf("received %f\n", num);
}
cudaSetDevice(1);
if (rank == 0) {
float* a;
float num = rand();
cudaMalloc(&a, sizeof(float));
cudaMemcpy(a, &num, sizeof(float), cudaMemcpyDefault);
MPI_Send(a, sizeof(float), MPI_CHAR, 1, 0, MPI_COMM_WORLD);
printf("sent %f\n", num);
} else {
float* a;
float num;
cudaMalloc(&a, sizeof(float));
MPI_Recv(a, sizeof(float), MPI_CHAR, 0, 0, MPI_COMM_WORLD,
&status);
cudaMemcpy(&num, a, sizeof(float), cudaMemcpyDefault);
printf("received %f\n", num);
}
MPI_Finalize();
return 0;
}
In short, I first set device to GPU 0, send something. Then I set device to
GPU 1, send something.
The output is as follows.
sent 1778786688.000000
received 1778786688.000000
[debian:mpi_rank_0][error_sighandler] Caught error: Segmentation fault
(signal 11)
[debian:mpispawn_0][readline] Unexpected End-Of-File on file descriptor
7. MPI process died?
[debian:mpispawn_0][mtpmi_processops] Error while reading PMI socket.
MPI process died?
[debian:mpispawn_0][child_handler] MPI process (rank: 0, pid: 30275)
terminated with signal 11 -> abort job
[debian:mpirun_rsh][process_mpispawn_connection] mpispawn_0 from node
debian aborted: Error while reading a PMI socket (4)
So the first send is OK. But as soon as I set my device to the other GPU,
and then MPI send, boom! I wonder why this is happening.
Also, I built MVAPICH with the following command.
./configure --enable-cuda --with-cuda=/usr/local/cuda
--with-device=ch3:mrail --enable-rdma-cm
I have debugging enabled and stack trace printed. Hopefully this helps..
sent 1377447040.000000
received 1377447040.000000
[debian:mpi_rank_0][error_sighandler] Caught error: Segmentation fault
(signal 11)
[debian:mpi_rank_0][print_backtrace] 0:
/home/lyt/local/lib/libmpi.so.12(print_backtrace+0x1c) [0x7fba26a00b3c]
[debian:mpi_rank_0][print_backtrace] 1:
/home/lyt/local/lib/libmpi.so.12(error_sighandler+0x59) [0x7fba26a00c39]
[debian:mpi_rank_0][print_backtrace] 2:
/lib/x86_64-linux-gnu/libpthread.so.0(+0xf8d0) [0x7fba23ffe8d0]
[debian:mpi_rank_0][print_backtrace] 3:
/usr/lib/libcuda.so.1(+0x21bb30) [0x7fba26fa9b30]
[debian:mpi_rank_0][print_backtrace] 4:
/usr/lib/libcuda.so.1(+0x1f6695) [0x7fba26f84695]
[debian:mpi_rank_0][print_backtrace] 5:
/usr/lib/libcuda.so.1(+0x205586) [0x7fba26f93586]
[debian:mpi_rank_0][print_backtrace] 6:
/usr/lib/libcuda.so.1(+0x17ad88) [0x7fba26f08d88]
[debian:mpi_rank_0][print_backtrace] 7:
/usr/lib/libcuda.so.1(cuStreamWaitEvent+0x63) [0x7fba26ed72e3]
[debian:mpi_rank_0][print_backtrace] 8:
/usr/local/cuda/lib64/libcudart.so.6.5(+0xa023) [0x7fba27cff023]
[debian:mpi_rank_0][print_backtrace] 9:
/usr/local/cuda/lib64/libcudart.so.6.5(cudaStreamWaitEvent+0x1ce)
[0x7fba27d2cf3e]
[debian:mpi_rank_0][print_backtrace] 10:
/home/lyt/local/lib/libmpi.so.12(MPIDI_CH3_CUDAIPC_Rendezvous_push+0x17f)
[0x7fba269f25bf]
[debian:mpi_rank_0][print_backtrace] 11:
/home/lyt/local/lib/libmpi.so.12(MPIDI_CH3_Rendezvous_push+0xe3)
[0x7fba269a0233]
[debian:mpi_rank_0][print_backtrace] 12:
/home/lyt/local/lib/libmpi.so.12(MPIDI_CH3I_MRAILI_Process_rndv+0xa4)
[0x7fba269a0334]
[debian:mpi_rank_0][print_backtrace] 13:
/home/lyt/local/lib/libmpi.so.12(MPIDI_CH3I_Progress+0x19a) [0x7fba2699aeaa]
[debian:mpi_rank_0][print_backtrace] 14:
/home/lyt/local/lib/libmpi.so.12(MPI_Send+0x6ef) [0x7fba268d118f]
[debian:mpi_rank_0][print_backtrace] 15: ./bin/minimal.run() [0x400c15]
[debian:mpi_rank_0][print_backtrace] 16:
/lib/x86_64-linux-gnu/libc.so.6(__libc_start_main+0xf5) [0x7fba23c67b45]
[debian:mpi_rank_0][print_backtrace] 17: ./bin/minimal.run() [0x400c5c]
[debian:mpispawn_0][readline] Unexpected End-Of-File on file descriptor
6. MPI process died?
[debian:mpispawn_0][mtpmi_processops] Error while reading PMI socket.
MPI process died?
[debian:mpispawn_0][child_handler] MPI process (rank: 0, pid: 355)
terminated with signal 11 -> abort job
[debian:mpirun_rsh][process_mpispawn_connection] mpispawn_0 from node
debian8 aborted: Error while reading a PMI socket (4)
PS: I also uploaded the same question on Stack Overflow (
http://stackoverflow.com/questions/30455846/mvapich-on-multi-gpu-causes-segmentation-fault).
Refer to this link if you want more syntax highlighting.
Thanks!
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