Static analysis =============== Overview -------- AIDGE propose a set of functions which compute and aggregate metrics, computed without running an inference, which allow the user to evaluate the model. Get node KPI ------------ Computational footprint ^^^^^^^^^^^^^^^^^^^^^^^ Give the number of Multiply-ACcumulate (MAC) operations per :ref:`operator `. Memory footprint ^^^^^^^^^^^^^^^^ We can dinstiguish two memory footprints: * **Compute buffers memory:** Memory footprint of inputs/outputs per :ref:`operator ` * **Parameters memory:** Memory footprint of parameters per operator Aggregate KPI from a subgraph ----------------------------- Agregate the KPI previously described for a subgraph. This allow to put them on a relative scale. **Example :** .. image:: /source/_static/StaticKPI.PNG :align: center