adding aic-hw-version compile options

Signed-off-by: Abukhoyer Shaik <[email protected]>

Author: abukhoy

QEfficient/base/modeling_qeff.py

@@ -276,7 +276,11 @@ def _compile(
 
             return self.qpc_path
 
-        command = constants.COMPILER + [f"-m={onnx_path}"]
+        command = (
+            constants.COMPILER
+            + [f"-aic-hw-version={compiler_options.pop('aic-hw-version', '2.0')}"]
+            + [f"-m={onnx_path}"]
+        )
 
         if mdp_ts_json_path := compiler_options.pop("mdp_load_partition_config", None):
             command.append(f"-mdp-load-partition-config={mdp_ts_json_path}")

QEfficient/utils/constants.py

@@ -70,7 +70,7 @@ def get_models_dir():
 ONNX_EXPORT_EXAMPLE_MIN_PS = 0.99
 ONNX_EXPORT_OPSET = 13
 
-COMPILER = ["/opt/qti-aic/exec/qaic-exec", "-aic-hw", "-aic-hw-version=2.0"]
+COMPILER = ["/opt/qti-aic/exec/qaic-exec", "-aic-hw"]
 
 # InternVL constants
 # Fixing the feature size with reference to OpenGVLab/InternVL2_5-1B, OpenGVLab/InternVL2_5-38B and OpenGVLab/InternVL2_5-78B