You can profile OpenCL application as any other application with generic profiling tools such as “gprof”. Here we explain how to profile commands in the OpenCL command queue.
Host Side Profiling¶
To profile commands on the host side, you will need to specify “CL_QUEUE_PROFILING_ENABLE” property when creating the command queue. OpenCL runtime will then record the host-side timestamp in nano-seconds when the command is enqueued, is submitted, starts execution and finishes execution. User code can query these timestamps using “clGetEventProfilingInfo” API on the corresponding event that is returned at command enqueue time.
DSP Side Profiling¶
OpenCL runtime also records timestamps for predefined OpenCL activities on the DSP side and uses lightweight ULM (Usage and Load Monitor) to communicate those data back to host. These predefined activities include start and finish of a workgroup execution, and dsp cache coherency operations. On the host side, users will need to use dsptop utility to retrieve the information. You probably will need two windows/consoles and run your OpenCL application after dsptop is run, for example,
- In window 1, run
dsptop -l last
- In window 2, launch your OpenCL application, wait for it to finish
- Back in window 1, type “q” to quit dsptop. dsptop should print out the information sent back from the DSP side.
Details about usage of dsptop can be found by running
dsptop -h and by
this dsptop wikipage .