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Line-by-line time profiling with an OpenCL kernel

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hi, I am working on a project to optimize an OpenCL code. This kernel is computationally dense, and I'd like to see where is the bottleneck.

I haven't installed Intel's CL libraries yet, but I am wondering if it is possible to do a line-by-line profiling with my OpenCL kerbel when running on the CPU? we have profiled the code with CodeXL on an AMD GPU, but the profiler only reports abstract metrics, which are not exactly helpful in pinpointing the hotspots.

If I run the CL code with Intel's CL backend, can I use cachegrind/kcachegrind to obtain such info? or there is another tool I should use?

thanks


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