Barriers in OpenCL

As you have stated, barriers may only synchronize threads in the same workgroup. There is no way to synchronize different workgroups in a kernel.

Now to answer your question, the specification was not clear to me either, but it seems to me that section 6.11.9 contains the answer:

CLK_LOCAL_MEM_FENCE – The barrier function will either flush any
variables stored in local memory or queue a memory fence to ensure
correct ordering of memory operations to local memory.

CLK_GLOBAL_MEM_FENCE – The barrier function will queue a memory fence
to ensure correct ordering of memory operations to global memory.
This can be useful when work-items, for example, write to buffer or
image memory objects and then want to read the updated data.

So, to my understanding, you should use CLK_LOCAL_MEM_FENCE when writing and reading to the __local memory space, and CLK_GLOBAL_MEM_FENCE when writing and readin to the __global memory space.

I have not tested whether this is any slower, but most of the time, when I need a barrier and I have a doubt about which memory space is impacted, I simply use a combination of the two, ie:

barrier(CLK_LOCAL_MEM_FENCE | CLK_GLOBAL_MEM_FENCE);

This way you should not have any memory reading\writing ordering problem (as long as you are sure that every thread in the group goes through the barrier, but you are aware of that).

Hope it helps.

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