feat/script_compare_layers_aidge_onnx

Context

Since I had problems isolating the issue in a network I wrote with the help of @hrouis a little script that compares layer per layer, the output of an onnx network and its aidge equivalent.

This script is purposed to be called as a function or as a standalone tool so it can be easily be integrated to tests later on.

It misses some small features such as support for nodes with multiple different output and creation of inputs for network with multiple inputs. other than that I feelit doesn't need much more. If you see any feature that needs to be added feel free to tell me.

aidge_onnx/unit_tests/compare_layers_aidge_onnx.py

@@ -193,6 +193,7 @@ def compare_layers_aidge_onnx(
     aidge_nodes = [
         node for node in aidge_model.get_nodes() if node.name() in aidge_node_names
     ]
+
     # Iterate over all nodes and compare their outputs
     all_layers_identical = True
     layers_error_above_threshold = []
@@ -203,10 +204,6 @@ def compare_layers_aidge_onnx(
             continue
         aidge_node_to_search = onnx_to_aidge_name(name)
         aidge_node = find_node_with_name(aidge_nodes, aidge_node_to_search)
-        if aidge_node == -1:
-            aidge_node = find_node_with_name(
-                aidge_model.get_output_nodes(), f"data_{aidge_node_to_search}"
-            )
         if aidge_node == -1:
             print(
                 f"ERROR : no aidge node found with name {aidge_node_to_search}"