diff --git a/hdk/common/optimization/topological.py b/hdk/common/optimization/topological.py
index e374ca57e..cc66bb731 100644
--- a/hdk/common/optimization/topological.py
+++ b/hdk/common/optimization/topological.py
@@ -4,21 +4,29 @@ from typing import Dict, List, Optional, Set, Tuple
 
 import networkx as nx
 
+from ..compilation.artifacts import CompilationArtifacts
 from ..data_types.floats import Float
 from ..data_types.integers import Integer
 from ..operator_graph import OPGraph
 from ..representation import intermediate as ir
 
 
-def fuse_float_operations(op_graph: OPGraph):
+def fuse_float_operations(
+    op_graph: OPGraph,
+    compilation_artifacts: Optional[CompilationArtifacts] = None,
+):
     """Finds and fuses float domains into single Integer to Integer ArbitraryFunction.
 
     Args:
         op_graph (OPGraph): The OPGraph to simplify
+        compilation_artifacts (Optional[CompilationArtifacts]): The CompilationArtifacts of the
+            current compilation, this argument is optional as it's not required to execute float
+            fusing.
     """
 
     nx_graph = op_graph.graph
     processed_terminal_nodes: Set[ir.IntermediateNode] = set()
+    number_of_fuse = 0
     while True:
         float_subgraph_search_result = find_float_subgraph_with_unique_terminal_node(
             nx_graph, processed_terminal_nodes
@@ -68,6 +76,12 @@ def fuse_float_operations(op_graph: OPGraph):
         nx_graph.add_edge(node_before_subgraph, fused_node, input_idx=0)
 
         op_graph.prune_nodes()
+        if compilation_artifacts is not None:
+            compilation_artifacts.add_operation_graph(
+                f"after-float-fuse-{number_of_fuse}", op_graph
+            )
+
+        number_of_fuse += 1
 
 
 def convert_float_subgraph_to_fused_node(
diff --git a/hdk/hnumpy/compile.py b/hdk/hnumpy/compile.py
index 51208b96f..334490cb6 100644
--- a/hdk/hnumpy/compile.py
+++ b/hdk/hnumpy/compile.py
@@ -90,10 +90,7 @@ def _compile_numpy_function_into_op_graph_internal(
     if compilation_configuration.enable_topological_optimizations:
         # Fuse float operations to have int to int ArbitraryFunction
         if not check_op_graph_is_integer_program(op_graph):
-            fuse_float_operations(op_graph)
-
-            # Add the fused floats graph as an artifact
-            compilation_artifacts.add_operation_graph("fused-float-operations", op_graph)
+            fuse_float_operations(op_graph, compilation_artifacts)
 
     # TODO: To be removed once we support more than integers
     offending_non_integer_nodes: List[ir.IntermediateNode] = []