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AMD has a number of tools available to help with collection of performance data. The lowlevel AMD profiler tool ROCprofiler (rocprof) has the ability to collect traces and information from hardware performance counters. Tools like Omnitrace expand on the information collected by rocprof to include CPU resources and system metrics like GPU temperature and power usage. Tools like Omniperf use information from rocprof to help understand how well an application is performing in relation to peak performance, using reports such as roofline analysis and making information collected by rocprof understandable through graphical interfaces.