[tools/onnx-subgraph] Add onnx subgraph python code by given nodes

tools/onnx_subgraph/CMakeLists.txt

@@ -16,6 +16,8 @@ include_directories(${Python3_INCLUDE_DIRS})
 
 set(ONNX_SUBGRAPH_FILES                                                 
     test_model_download.sh
+    extract_onnx.py
+    subgraphs_ios.txt
 )
 foreach(ONNX_SUBGRAPH IN ITEMS ${ONNX_SUBGRAPH_FILES})
     set(ONNX_SUBGRAPH_FILE ${ONNX_SUBGRAPH})

tools/onnx_subgraph/extract_onnx.py

@@ -0,0 +1,79 @@
+# 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.
+
+import onnx
+import re
+import os
+import argparse
+
+
+def split_subgraph_ios(iofile):
+    iolist = re.split('--input-name |;--output-name ', iofile)
+    in_ = iolist[1].split(';')
+    out_ = iolist[2].split(';')
+    del out_[-1]
+    type = iolist[0].split('subgraph')[0]
+    return in_, out_, type
+
+
+def split_onnx_ios(instrfile, input_path, out_folder='subgraphs/'):
+    os.makedirs(out_folder, exist_ok=True)
+
+    model = onnx.load(input_path)
+    onnx.checker.check_model(input_path)
+    for output in model.graph.output:
+        model.graph.value_info.append(output)
+    onnx.save(model, input_path)
+
+    f1 = open(instrfile, "r")
+    lines = f1.readlines()
+    cpu_count = 0
+    npu_count = 0
+    count = 0
+
+    for line in lines:
+        input_names, output_names, type = split_subgraph_ios(line)
+        if (type == 'CPU'):
+            count = cpu_count
+            cpu_count = cpu_count + 1
+        else:
+            count = npu_count
+            npu_count = npu_count + 1
+
+        output_path_folder = out_folder
+        if not os.path.exists(output_path_folder):
+            os.makedirs(output_path_folder)
+        output_path = output_path_folder + type + 'subgraph' + str(count) + '.onnx'
+
+        if ((input_names != ['']) and (output_names != [''])):
+            onnx.utils.extract_model(input_path, output_path, input_names, output_names)
+            print("succeed", count)
+            count = count + 1
+
+    f1.close()
+
+
+if __name__ == "__main__":
+    arg_parser = argparse.ArgumentParser()
+    arg_parser.add_argument('-s',
+                            '--subio',
+                            default='./scripts/subgraphs_ios.txt',
+                            help="set subgraphs input/output node information")
+    arg_parser.add_argument('-m',
+                            '--model',
+                            default='./resnet-test.onnx',
+                            help="set onnx model path")
+    args = arg_parser.parse_args()
+
+    split_onnx_ios(args.subio, args.model)

tools/onnx_subgraph/subgraphs_ios.txt

@@ -0,0 +1,4 @@
+NPUsubgraph0: order0--input-name x;--output-name /stem/conv3/bn/act/Mul_output_0;
+NPUsubgraph1: order2--input-name /stem/pool/MaxPool_output_0;--output-name /stages/stages.3/stages.3.1/act/Mul_output_0;
+CPUsubgraph0: order1--input-name /stem/conv3/bn/act/Mul_output_0;--output-name /stem/pool/MaxPool_output_0;
+CPUsubgraph1: order3--input-name /stages/stages.3/stages.3.1/act/Mul_output_0;--output-name 316;