use max-autotune

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

Author: jiqing-feng

optimum/intel/ipex/modeling_base.py

@@ -242,7 +242,7 @@ def apply_torch_compile(self):
         inductor_config.cpp_wrapper = True
         os.environ["TORCHINDUCTOR_FREEZING"] = "1"
         logger.info("Enable torch.compile optimization")
-        self.model.forward = torch.compile(self.model.forward)
+        self.model.forward = torch.compile(self.model.forward, mode="max-autotune")
 
     def _init_warmup(self):
         inputs = prepare_jit_inputs(self.model, self.export_feature, False)