问题
I have a number of 2d arrays of size = (2,9) on different processes, which I want to concatenate using MPI_Gatherv in a global array of size = (2*nProcs,9) on the root process. For this I'm trying to adapt this post: Sending 2D arrays in Fortran with MPI_Gather
But I do really understand what they are doing and my example isn't working:
program testing
use mpi
implicit none
integer(4), allocatable :: local(:,:)
integer(4), allocatable :: global(:,:), displs(:), counts(:)
integer(4) :: me, nProcs, ierr, i
integer(4), parameter :: root = 3
integer :: loc_size(2), glob_size(2), newtype, int_size, &
resizedtype, starts(2)
integer(kind=MPI_ADDRESS_KIND) :: extent, begin
call MPI_Init(ierr)
call MPI_Comm_rank(MPI_COMM_WORLD, me, ierr)
call MPI_Comm_size(MPI_COMM_WORLD, nProcs, ierr)
loc_size = [2,9]
glob_size = [2*nProcs, 9]
starts = [0, 0]
allocate(local(loc_size(1), loc_size(2)))
allocate(global(glob_size(1), glob_size(2)))
allocate(displs(nProcs))
allocate(counts(nProcs))
call create_loc(me, local)
do i = 0,nProcs-1
if(me == i) then
call print_mtx(me, local)
endif
call MPI_Barrier(MPI_COMM_WORLD, ierr)
enddo
call MPI_Type_create_subarray(2, glob_size, loc_size, starts, &
MPI_ORDER_FORTRAN, MPI_INTEGER4, &
newtype, ierr)
call MPI_Type_size(MPI_INTEGER4, int_size, ierr)
extent = 2*9 * int_size
begin = 0
call MPI_Type_create_resized(newtype, begin, extent, resizedtype, ierr)
call MPI_Type_commit(resizedtype, ierr)
counts = 1
do i = 1,nProcs
displs(i) = (i-1) * 2 * 9
enddo
call MPI_Gatherv(local, 2*9, MPI_INTEGER4, &
global, counts, displs, resizedtype, &
root, MPI_COMM_WORLD, ierr)
if(me == root) then
write (*,*) "##########################"
endif
call MPI_Barrier(MPI_COMM_WORLD, ierr)
if(me == root) then
call print_mtx(me, global)
endif
call MPI_Barrier(MPI_COMM_WORLD, ierr)
call MPI_Finalize(ierr)
contains
subroutine create_loc(me, arr)
implicit none
integer(4), intent(in) :: me
integer(4),allocatable :: arr(:,:)
integer(4) :: i
do i = 1,9
arr(1,i) = 20 * me + i
arr(2,i) = 20 * me + i + 10
enddo
end subroutine create_loc
subroutine print_mtx(me, mtx)
implicit none
integer(4), intent(in) :: me, mtx(:,:)
integer(4) :: i, j
do i = 1,size(mtx,2)
write (unit=6, fmt="(A,I2,A)", advance='no') '[',me, ']'
do j = 1,size(mtx,1)
write(unit=6,fmt="(I,A)",advance='no') mtx(j,i), "; "
enddo
write (*,*) " "
enddo
write (*,*) " "
end subroutine print_mtx
end program testing
which outputs:
[ 0] 1; 11;
[ 0] 2; 12;
[ 0] 3; 13;
[ 0] 4; 14;
[ 0] 5; 15;
[ 0] 6; 16;
[ 0] 7; 17;
[ 0] 8; 18;
[ 0] 9; 19;
[ 1] 21; 31;
[ 1] 22; 32;
[ 1] 23; 33;
[ 1] 24; 34;
[ 1] 25; 35;
[ 1] 26; 36;
[ 1] 27; 37;
[ 1] 28; 38;
[ 1] 29; 39;
[ 2] 41; 51;
[ 2] 42; 52;
[ 2] 43; 53;
[ 2] 44; 54;
[ 2] 45; 55;
[ 2] 46; 56;
[ 2] 47; 57;
[ 2] 48; 58;
[ 2] 49; 59;
[ 3] 61; 71;
[ 3] 62; 72;
[ 3] 63; 73;
[ 3] 64; 74;
[ 3] 65; 75;
[ 3] 66; 76;
[ 3] 67; 77;
[ 3] 68; 78;
[ 3] 69; 79;
##########################
[ 3] 1; 11; -2111771071; 32765; -2111771061; 32765; -2111771047; 32765;
[ 3] 2; 12; -2111771013; 32765; -2111770992; 32765; -2111770934; 32765;
[ 3] 3; 13; -2111769952; 32765; -2111769932; 32765; -2111769910; 32765;
[ 3] 4; 14; -2111769772; 32765; -2111769691; 32765; -2111769647; 32765;
[ 3] 5; 15; -2111769585; 32765; -2111769533; 32765; -2111769511; 32765;
[ 3] 6; 16; -2111769426; 32765; -2111769398; 32765; -2111769319; 32765;
[ 3] 7; 17; -2111769242; 32765; -2111769178; 32765; -2111769145; 32765;
[ 3] 8; 18; -2111769061; 32765; -2111768963; 32765; -2111768932; 32765;
[ 3] 9; 19; -2111768793; 32765; -2111768613; 32765; -2111768596; 32765;
Since the array on the first process is passed fine my best guess is, that it's related to the displacement, but I couldn't fix it.
In the post mentioned above they create a new type like this:
call MPI_Type_size(MPI_CHARACTER, charsize, ierr)
extent = localsize*charsize
begin = 0
call MPI_Type_create_resized(newtype, begin, extent, resizedtype, ierr)
call MPI_Type_commit(resizedtype, ierr)
What does MPI_Type_create_resized do and why is it necessary?
They set the extent = localsize*charsize (not localsize**2*charsize) and the count = 1, but the subarrays are 3x3, not 3x1. How are they still sending a 3x3 matrix?
How can I fix my example-program?
回答1:
there are two issues in your program :
replace
extent = 2*9 * int_size
with
extent = 2 * int_size
and replace
displs(i) = (i-1) * 2 * 9
with
displs(i) = (i-1)
and you should be fine
##########################
[ 3] 1; 11; 21; 31; 41; 51; 61; 71;
[ 3] 2; 12; 22; 32; 42; 52; 62; 72;
[ 3] 3; 13; 23; 33; 43; 53; 63; 73;
[ 3] 4; 14; 24; 34; 44; 54; 64; 74;
[ 3] 5; 15; 25; 35; 45; 55; 65; 75;
[ 3] 6; 16; 26; 36; 46; 56; 66; 76;
[ 3] 7; 17; 27; 37; 47; 57; 67; 77;
[ 3] 8; 18; 28; 38; 48; 58; 68; 78;
[ 3] 9; 19; 29; 39; 49; 59; 69; 79;
generally speaking, i do not think MPI_Type_create_subarray is a good fit for scatter/gather, in this case, you can simply use MPI_Type_vector
call MPI_Type_vector(9, 2, 8, MPI_INTEGER4, newtype, ierr)
(note, you still need to MPI_Type_create_resized)
last but not least, you do not really need MPI_Gatherv here,
call MPI_Gather(local, 2*9, MPI_INTEGER4, &
global, 1, resizedtype, &
root, MPI_COMM_WORLD, ierr)
is good enough here
来源：https://stackoverflow.com/questions/44221649/using-gatherv-for-2d-arrays-in-fortran