change model test files

Author: Liyulingyue

graph_net/test/vision_model_test.py

@@ -6,7 +6,8 @@
 from torchvision import transforms
 import graph_net
 
-if __name__ == "__main__":
+
+def extract_visio_graph(model_name, model_path):
     # Normalization parameters for ImageNet
     normalize = transforms.Normalize(
         mean=[0.485, 0.456, 0.406], std=[0.229, 0.224, 0.225]
@@ -20,16 +21,32 @@
     normalized_input = normalize(random_input)
 
     # Instantiate model
-    model = torchvision.models.get_model("resnet18", weights="DEFAULT")
+    model = torchvision.models.get_model(model_path, weights="DEFAULT")
     model.eval()
 
     device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
     model.to(device)
     normalized_input = normalized_input.to(device)
 
-    model = graph_net.torch.extract(name="resnet18", dynamic=True)(model)
+    model = graph_net.torch.extract(name=model_name, dynamic=True)(model)
 
     print("Running inference...")
     print("Input shape:", normalized_input.shape)
     output = model(normalized_input)
     print("Inference finished. Output shape:", output.shape)
+
+
+if __name__ == "__main__":
+    # get parameters from command line
+    workspace_default = os.environ.get("GRAPH_NET_EXTRACT_WORKSPACE", "workspace")
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument("--model_name", type=str, default="resnet18")
+    parser.add_argument("--model_path", type=str, default="resnet18")  # timm 模型名称
+    parser.add_argument("--workspace", type=str, default=workspace_default)
+    parser.add_argument("--dynamic", type=bool, default=True)
+    args = parser.parse_args()
+
+    os.environ["GRAPH_NET_EXTRACT_WORKSPACE"] = args.workspace
+
+    extract_visio_graph(args.model_name, args.model_path)