TensorFlow

TensorFlow profiling

Based on information from Orian.

TensorFlow has a built-in profiler and this is probably the first thing to try in case of performance problems with TensorFlow, rather than using the AMD profiling tools. TensorBoard can then be used to analyse the profiler data.

There is an article "TensorFlow Profiler in practice: Optinmizing TensorFlow models on AMD GPUs" in the AMD ROCm blogs.

Note: Orian once said that the root profile log directory should contain a profile file or TensorBoard will not detect any profile and not show the profile tab. The trick is to move one of the profile logs to that directory.