diff --git a/tools/onnx_subgraph/include/partition.h b/tools/onnx_subgraph/include/partition.h
new file mode 100644
index 00000000000..4de5b53678a
--- /dev/null
+++ b/tools/onnx_subgraph/include/partition.h
@@ -0,0 +1,48 @@
+/*
+ * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef __TOOLS_ONNX_SUBGRAPH_PARTITION_H__
+#define __TOOLS_ONNX_SUBGRAPH_PARTITION_H__
+
+#include "onnx.pb.h"
+#include "device.h"
+#include "graph.h"
+
+// Priority setting when OPs can be supported by both CPU & NPU, and performance is same on both
+enum PartitionStrategy
+{
+  SPILTE_CPU_STRUCTURE_FIRST,
+  SPILTE_NPU_STRUCTURE_FIRST,
+  AUTOMATIC_SEARCH
+};
+
+/**
+ * @brief     Partition the ONNX graph into subgraphs and produce cutting instructions.
+ *
+ * @param     [in] g The ONNX graph to be partitioned.
+ * @param     [in] d The device information for partitioning.
+ * @param     [in] strategy The partition strategy to be used (deprecated).
+ * @param     [in] node_io_size The input/output size information for each node.
+ * @pre       The ONNX graph should be valid and the device information should be properly set.
+ * @post      The graph is partitioned into subgraphs, and the results are stored in Subgraphs and
+ * otherSubgraphs.
+ * @exception None
+ * @return    None
+ */
+void PartitionGraph(const onnx::GraphProto &g, Device &d, PartitionStrategy strategy,
+                    const std::unordered_map<std::string, NodeIOSize> &node_io_size);
+
+#endif // __TOOLS_ONNX_SUBGRAPH_PARTITION_H__
diff --git a/tools/onnx_subgraph/src/lib/partition.cpp b/tools/onnx_subgraph/src/lib/partition.cpp
new file mode 100644
index 00000000000..4159932e72d
--- /dev/null
+++ b/tools/onnx_subgraph/src/lib/partition.cpp
@@ -0,0 +1,28 @@
+/*
+ * Copyright (c) 2025 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "partition.h"
+#include <algorithm>
+#include <stdio.h>
+#include <stdlib.h>
+
+#define MAX_DEPTH 1000
+
+void PartitionGraph(const onnx::GraphProto &g, Device &d, PartitionStrategy strategy,
+                    const std::unordered_map<std::string, NodeIOSize> &node_io_size)
+{
+  return;
+}
diff --git a/tools/onnx_subgraph/src/main.cpp b/tools/onnx_subgraph/src/main.cpp
index 1d41d9d72b7..39f2c5b6684 100644
--- a/tools/onnx_subgraph/src/main.cpp
+++ b/tools/onnx_subgraph/src/main.cpp
@@ -16,6 +16,7 @@
 
 #include "graph.h"
 #include "device.h"
+#include "partition.h"
 
 namespace fs = std::filesystem;
 
@@ -79,6 +80,9 @@ int main(int argc, char *argv[])
   Device target;
   target.updateOnnxFile(onnxFile);
   target.GetDeviceJson(confFile);
+  std::unordered_map<std::string, NodeIOSize> node_io_size;
+  PartitionGraph(g, target, PartitionStrategy::SPILTE_CPU_STRUCTURE_FIRST, node_io_size);
+  std::cout << "PartitionGraph done." << std::endl;
 
   return 0;
 }