Profiler Reports

For a more detailed and integrated profiling experience, Metinor offers the Profiler class. This class facilitates comprehensive profiling and generates a ProfilerReport, which includes a detailed breakdown of performance metrics.

• Profiler: A class used to profile the model comprehensively.

• ProfilerReport: Contains the results of profiling, including summaries and detailed breakdowns of metrics.

To use the Profiler, instantiate it with the model and input shape, and then call the profile method:

profiler = Profiler(model, input_shape=(3, 224, 224))
profiled_nodes = profiler.profile()
report = ProfilerReport(profiled_nodes)