I am trying to run something similar to this:
y = @parallel (min) for i in collection
f(i)
end
where f(i)is a function that basically is a loop whilethat counts how many iterations are required to fulfill its conditions. At the beginning of one of the termination conditions is a predetermined number of iterations n. However, if f(i)it ever returns less than n, then ideally I would like to replace it with na value f(i)(for example, since I am looking for a minimum f(i), if I have f(j), mI would like all other loops to stop checking if they have reached the tags m).
I am new to parallel computing, so I probably misinterpret the documentation , but I think I should do something like this:
x = Channel{Int64}(1)
put!(x,n)
y = @parallel (min) for i in collection
f(i,x)
end
close(x)
where I changed fto take the parameter Channel, and now it looks something like this:
@everywhere function f(item,chan)
going = true
count = 0
while (going)
going = false
if (count < fetch(chan) && !conditions_met())
going = true
count += 1
end
end
count += 1
if (count < fetch(chan))
take!(chan)
put!(chan,count)
end
return count
end
If I replaced the first count < fetch(chan)with count < nand deleted another ifblock / code Channel, the script works fine. But since it nwill be several orders of magnitude more than the minimum f(i), if I could do something like what I described, this will greatly speed up the calculation. Is that what I would have to do, and if so, did I fit right?
Now I am experiencing the following error (works with 4 procs):
ERROR (unhandled task failure): On worker 3:
cannot resize array with shared data
in shift! at array.jl:501
in take! at channels.jl:54
in f at /home/michael/Documents/julia/script.jl:98
[inlined code] from /home/michael/Documents/julia/script.jl:126
in anonymous at no file:0
in anonymous at multi.jl:913
in run_work_thunk at multi.jl:651
[inlined code] from multi.jl:913
in anonymous at task.jl:63
in remotecall_fetch at multi.jl:737
in remotecall_fetch at multi.jl:740
in anonymous at multi.jl:1519
ERROR: LoadError: On worker 2:
cannot resize array with shared data
in shift! at array.jl:501
in take! at channels.jl:54
in f at /home/michael/Documents/julia/script.jl:98
[inlined code] from /home/michael/Documents/julia/script.jl:126
in anonymous at no file:0
in anonymous at multi.jl:913
in run_work_thunk at multi.jl:651
[inlined code] from multi.jl:913
in anonymous at task.jl:63
in preduce at multi.jl:1523
[inlined code] from multi.jl:1532
in anonymous at expr.jl:113
[inlined code] from /home/michael/Documents/julia/script.jl:125
in anonymous at no file:0
while loading /home/michael/Documents/julia/script.jl, in expression starting on line 121
ERROR (unhandled task failure): On worker 4:
cannot resize array with shared data
in shift! at array.jl:501
in take! at channels.jl:54
in f at /home/michael/Documents/julia/script.jl:98
[inlined code] from /home/michael/Documents/julia/script.jl:126
in anonymous at no file:0
in anonymous at multi.jl:913
in run_work_thunk at multi.jl:651
[inlined code] from multi.jl:913
in anonymous at task.jl:63
in remotecall_fetch at multi.jl:737
in remotecall_fetch at multi.jl:740
in anonymous at multi.jl:1519
ERROR (unhandled task failure): On worker 5:
cannot resize array with shared data
in shift! at array.jl:501
in take! at channels.jl:54
in f at /home/michael/Documents/julia/script.jl:98
[inlined code] from /home/michael/Documents/julia/script.jl:126
in anonymous at no file:0
in anonymous at multi.jl:913
in run_work_thunk at multi.jl:651
[inlined code] from multi.jl:913
in anonymous at task.jl:63
in remotecall_fetch at multi.jl:737
in remotecall_fetch at multi.jl:740
in anonymous at multi.jl:1519
98 - take!(chan) , 126 - f(i,x) for.