[Benchmark] benchmark_app need disable auto batching if batch size is set. (#12553)

* When set batch_size, disable auto batching

* auto-batch only supprt auto plugin

* Set property allow_auto_batching for devices

* cancel static

* Clean Code

* Add test case for testing allow_auto_batching

* Fix the issue after merging latest master branch code

* Add allow_auto_batching in python benchmark_app

* Fix the quotes issue

* When load_network is set to allow-auto-batching, there is no need to read the value of global

* Fix the clang-format

* Change the location

Co-authored-by: River Li <river.li@intel.com>
Co-authored-by: Chen Peter <peter.chen@intel.com>

samples/cpp/benchmark_app/main.cpp

@@ -437,6 +437,11 @@ int main(int argc, char* argv[]) {
             core.set_property(ov::cache_dir(FLAGS_cache_dir));
         }
 
+        // If set batch size, disable the auto batching
+        if (FLAGS_b > 0) {
+            core.set_property(ov::hint::allow_auto_batching(false));
+        }
+
         bool isDynamicNetwork = false;
 
         if (FLAGS_load_from_file && !isNetworkCompiled) {