add automatic validation process wit pim simulator

validation/raptor.py

@@ -0,0 +1,29 @@
+import subprocess
+from pathlib import Path
+from colorama import Fore, Style
+
+
+def compile_with_raptor(network_path, raptor_onnx_path: Path, crossbar_size=64, crossbar_count=16):
+    # Define the arguments, with the possibility to set crossbar size and count
+    args = [
+        network_path,
+        "--maccel=PIM",
+        "--EmitPIMJSON",
+        "--EmitPimCodegen",
+        # "--use-experimental-conv-impl=true",
+        f"--crossbar-size={crossbar_size}",
+        f"--crossbar-count={crossbar_count}",
+    ]
+
+    # Run the executable with the arguments
+    try:
+        result = subprocess.run(
+            [str(raptor_onnx_path)] + [str(arg) for arg in args],
+            check=True,
+            capture_output=True,
+            text=True,
+        )
+        print(result.stdout + Fore.GREEN + "Raptor execution successful" + Style.RESET_ALL)
+    except subprocess.CalledProcessError as e:
+        print(Fore.RED + "Error executing ONNX-MLIR:")
+        print(e.stderr + Style.RESET_ALL)