How to use valgrind to debug memory leaks. 
Install valgrind (jut type valgrind.sh). 
Compile the parallel code using -g -O0 as optoins (edit src/c/Makefile if necessary).
Then set md.mem_debug=1, and run in parallel. Voila!
The errlog will contain all the info spit out by valgrind.