[OVEP] support to run layout feature using python bindings (#846)

Author: jatinwadhwa921

onnxruntime/python/onnxruntime_pybind_state.cc

@@ -1083,7 +1083,7 @@ static std::shared_ptr<IExecutionProviderFactory> CreateExecutionProviderFactory
     ProviderOptions OV_provider_options_map;
     const std::unordered_set<std::string> valid_provider_keys = {"device_type", "device_id", "device_luid", "cache_dir", "precision",
                                                                  "load_config", "context", "num_of_threads", "model_priority", "num_streams", "enable_opencl_throttling", "enable_qdq_optimizer",
-                                                                 "enable_causallm", "disable_dynamic_shapes", "reshape_input"};
+                                                                 "enable_causallm", "disable_dynamic_shapes", "reshape_input", "layout"};
     auto it = provider_options_map.find(type);
     if (it != provider_options_map.end()) {
       for (auto option : it->second) {
@@ -1892,7 +1892,7 @@ void addObjectMethods(py::module& m, ExecutionProviderRegistrationFn ep_registra
 
   py::class_<OrtSyncStream> py_sync_stream(m, "OrtSyncStream",
                                            R"pbdoc(Represents a synchronization stream for model inference.)pbdoc");
-  py_sync_stream.def("get_handle", [](OrtSyncStream* stream) -> uintptr_t { 
+  py_sync_stream.def("get_handle", [](OrtSyncStream* stream) -> uintptr_t {
       Ort::UnownedSyncStream ort_stream(stream);
       return reinterpret_cast<uintptr_t>(ort_stream.GetHandle()); }, R"pbdoc(SyncStream handle that can be converted to a string and added to SessionOptions)pbdoc");
 
@@ -2006,7 +2006,7 @@ for model inference.)pbdoc");
       .def_property_readonly("allocator_type", [](const OrtMemoryInfo* mem_info) -> OrtAllocatorType { return mem_info->alloc_type; }, R"pbdoc(Allocator type)pbdoc")
       .def_property_readonly("device_mem_type", [](const OrtMemoryInfo* mem_info) -> OrtDeviceMemoryType {
               auto mem_type = mem_info->device.MemType();
-              return (mem_type == OrtDevice::MemType::DEFAULT) ? 
+              return (mem_type == OrtDevice::MemType::DEFAULT) ?
                   OrtDeviceMemoryType_DEFAULT: OrtDeviceMemoryType_HOST_ACCESSIBLE ; }, R"pbdoc(Device memory type (Device or Host accessible).)pbdoc")
       .def_property_readonly("device_vendor_id", [](const OrtMemoryInfo* mem_info) -> uint32_t { return mem_info->device.Vendor(); });
 
@@ -2748,7 +2748,7 @@ including arg name, arg type (contains both type and shape).)pbdoc")
             auto res = sess->GetSessionHandle()->GetModelMetadata();
             OrtPybindThrowIfError(res.first);
             return *(res.second); }, py::return_value_policy::reference_internal)
-      .def_property_readonly("input_meminfos", [](const PyInferenceSession* sess) -> py::list { 
+      .def_property_readonly("input_meminfos", [](const PyInferenceSession* sess) -> py::list {
           Ort::ConstSession session(reinterpret_cast<const OrtSession*>(sess->GetSessionHandle()));
           auto inputs_mem_info = session.GetMemoryInfoForInputs();
           py::list result;
@@ -2757,7 +2757,7 @@ including arg name, arg type (contains both type and shape).)pbdoc")
             result.append(py::cast(p_info, py::return_value_policy::reference));
           }
           return result; })
-      .def_property_readonly("output_meminfos", [](const PyInferenceSession* sess) -> py::list { 
+      .def_property_readonly("output_meminfos", [](const PyInferenceSession* sess) -> py::list {
           Ort::ConstSession session(reinterpret_cast<const OrtSession*>(sess->GetSessionHandle()));
           auto outputs_mem_info = session.GetMemoryInfoForOutputs();
           py::list result;