Add session and run option workload_type for applications to set effi…

…cient mode. (#21781)

### Description
This PR added session and run option workload_type, this option is the
knob for applications to enable/disable the processor performance
efficient mode.



### Motivation and Context
The efficient mode is co-engineered with processor vendors to allow
applications voluntarily being serviced at a more energy efficient
performance level. This functionality can be used by long running,
latency insensitive application to save the energy consumption.

include/onnxruntime/core/session/onnxruntime_run_options_config_keys.h

@@ -49,3 +49,8 @@ static const char* const kOrtRunOptionsConfigQnnRpcControlLatency = "qnn.rpc_con
 // If the value is set to -1, cuda graph capture/replay is disabled in that run.
 // User are not expected to set the value to 0 as it is reserved for internal use.
 static const char* const kOrtRunOptionsConfigCudaGraphAnnotation = "gpu_graph_id";
+
+// Specify the type of workload for this run.
+// “Default”: OS determines the scheduling priority and processor performance to service this workload. [Default]
+// “Efficient”: OS treats this workload is efficiency oriented with low scheduling priority and efficient processor performance.
+static const char* const kOrtRunOptionsWorkloadType = "run.workload_type";

include/onnxruntime/core/session/onnxruntime_session_options_config_keys.h

@@ -279,3 +279,8 @@ static const char* const kOrtSessionOptionsMlasGemmFastMathArm64Bfloat16 = "mlas
 // Refer to MatMulNBits op schema for more details.
 // If not provided, default is 4.
 static const char* const kOrtSessionOptionsQDQMatMulNBitsAccuracyLevel = "session.qdq_matmulnbits_accuracy_level";
+
+// Specify the type of workload for this session.
+// “Default”: OS determines the scheduling priority and processor performance to service this workload. [Default]
+// “Efficient”: OS treats this workload is efficiency oriented with low scheduling priority and efficient processor performance.
+static const char* const kOrtSessionOptionsWorkloadType = "session.workload_type";