问题
This is my first time tackling a CUDA project that's slightly more complex than the simple write-single-source-file-and-compile routine. As expected, I'm facing some issues with C headers, namely duplicated symbols.
According to the linker, conflicts arise over the inclusion of the following header file in multiple .cu
files:
env_vars.h
#ifndef ENV_VARS_H_
#define ENV_VARS_H_
/*** GLOBAL VARIABLES ***/
unsigned int h_n_osc;
__device__ unsigned int d_n_osc;
/*** CONSTANTS ***/
const double OMEGA_0 = 6.447421494058077e+09;
/* other constants defined in the middle */
#endif
multigpu.cu
#include "env_vars.h"
/* assigns h_n_osc */
adm_matrix.cu
#include "env_vars.h"
/* uses h_n_osc */
Building the project in Nsight Eclipse Edition results in the linker complaining about the h_n_osc
variable being defined twice:
duplicate symbol _h_n_osc in:
./adm_matrix.o
./multigpu.o
ld: 1 duplicate symbol for architecture x86_64
Searching through the Internet, I've realized that moving the declaration of the h_n_osc
variable to multigpu.cu
and re-declaring it as an extern
variable in adm_matrix.cu
(and wherever I might need it later) solves the problem, which in fact it does.
Problem solved, but I'd like to take a deeper look into this:
- Why doesn't the linker complain about the
d_n_osc
variable as well? And why are the constants (such asOMEGA_0
) equally not a problem? - Does this mean that it is not possible to place global variables in header files?
- What puzzles me most is that a number of sources over the Internet state that duplicated symbol errors should happen only when the header file contains a definition of the variable, while its simple declaration shouldn't constitute a problem. The reason I have a hard time believing this is that I'm facing the issue even though my header only contains a declaration! Am I missing something?
Thanks in advance for your patience, folks!
回答1:
Header files should normally contain only declarative code. h_n_osc
should be declared here, not defined.
extern unsigned int h_n_osc;
In at least one of your modules, or a new one of its own you will need a definition; for example:
env_vars.cu
#include "env_vars.h"
unsigned int h_n_osc;
Then link that. Alternatively you could of course place the definition in one of the existing modules multigpu.cu or adm_matrix.cu.
I am not sure of the semantics of the The CUDA __device__ extension, while it may link, it is not necessarily correct; you may end up with each module referencing a separate copy of the device variable; it may be necessary to qualify that with extern
as well. This question appears to deal with that issue.
来源:https://stackoverflow.com/questions/27257703/duplicate-symbol-issue-with-c-headers