Fuse bn

• Fix Add + Mul recipies
• Add fuseBN recipies
• Fix parameters issue #8 (closed)
• Update tensor to get/set values
• Add approxEq Tensor utils method to check if two tensor are approximatly equals
• Update the way scheduler is updated
• Add unit test for:
  • fuse Add + Mul
  • remove padding
  • Add unit test for fuseBN recipies (TODO in aidge_backend_cpu because of dependancie to the backend for the test)

aidge_core/unit_tests/test_recipies.py

+"""
+Copyright (c) 2023 CEA-List
+
+This program and the accompanying materials are made available under the
+terms of the Eclipse Public License 2.0 which is available at
+http://www.eclipse.org/legal/epl-2.0.
+
+SPDX-License-Identifier: EPL-2.0
+"""
+
+import unittest
+import aidge_core
+
+class test_recipies(unittest.TestCase):
+    """
+    """
+    def setUp(self):
+        pass
+
+    def tearDown(self):
+        pass
+
+    def test_remove_flatten(self):
+        graph_view = aidge_core.sequential([
+            aidge_core.GenericOperator("Flatten", 1, 1, 1, name="Flatten0"),
+            aidge_core.FC(50, name='0')
+        ])
+        old_nodes = graph_view.get_nodes()
+        aidge_core.remove_flatten(graph_view)
+        self.assertTrue(len(graph_view.get_nodes()) == len(old_nodes) - 1)
+        self.assertTrue("Flatten0" not in [i.name for i in graph_view.get_nodes()])
+
+        self.assertTrue(all([i in old_nodes for i in graph_view.get_nodes()]))
+
+    def test_fuse_matmul_add(self):
+        matmul0 = aidge_core.GenericOperator("MatMul", 1, 2, 1, name="MatMul0")
+        add0 = aidge_core.Add(name="Add0")
+        matmul1 = aidge_core.GenericOperator("MatMul", 1, 2, 1, name="MatMul1")
+        add1 = aidge_core.Add(name="Add1")
+
+        graph_view = aidge_core.sequential([matmul0, add0, matmul1, add1])
+
+        w0 = aidge_core.Producer([1, 1], name="W0")
+        w0.add_child(matmul0, 0, 1)
+        graph_view.add(w0)
+
+        b0 = aidge_core.Producer([1], name="B0")
+        b0.add_child(add0, 0, 1)
+        graph_view.add(b0)
+
+        w1 = aidge_core.Producer([1, 1], name="W1")
+        w1.add_child(matmul1, 0, 1)
+        graph_view.add(w1)
+
+        b1 = aidge_core.Producer([1], name="B1")
+        b1.add_child(add1, 0, 1)
+        graph_view.add(b1)
+
+        old_nodes = graph_view.get_nodes()
+        aidge_core.fuse_mul_add(graph_view)
+
+        self.assertTrue(len(graph_view.get_nodes()) == len(old_nodes) - 2)
+        self.assertTrue("MatMul0" not in [i.name for i in graph_view.get_nodes()])
+        self.assertTrue("Add0" not in [i.name for i in graph_view.get_nodes()])
+        self.assertTrue("MatMul1" not in [i.name for i in graph_view.get_nodes()])
+        self.assertTrue("Add1" not in [i.name for i in graph_view.get_nodes()])
+
+        self.assertTrue("W0" in [i.name for i in graph_view.get_nodes()])
+        self.assertTrue("B0" in [i.name for i in graph_view.get_nodes()])
+        self.assertTrue("W1" in [i.name for i in graph_view.get_nodes()])
+        self.assertTrue("B1" in [i.name for i in graph_view.get_nodes()])
+        # TODO : Vérifier que FC bien crée
+
+if __name__ == '__main__':
+    unittest.main()
+
+
+