diff --git a/docs/OperatorKernels.md b/docs/OperatorKernels.md
index 8c0420fbf6..853a2b840f 100644
--- a/docs/OperatorKernels.md
+++ b/docs/OperatorKernels.md
@@ -914,7 +914,8 @@ Do not modify directly.*
 |Greater|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|13+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
 |||9+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
 |||7+|**T** = tensor(float), tensor(float16)<br/> **T1** = tensor(bool)|
-|GreaterOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|12+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
+|GreaterOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|16+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
+|||12+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
 |HardSigmoid|*in* X:**T**<br> *out* Y:**T**|6+|**T** = tensor(float), tensor(float16)|
 |Hardmax|*in* input:**T**<br> *out* output:**T**|13+|**T** = tensor(float), tensor(float16)|
 |||11+|**T** = tensor(float), tensor(float16)|
@@ -933,11 +934,13 @@ Do not modify directly.*
 |||7+|**T** = tensor(float), tensor(float16)|
 |LayerNormalization|*in* X:**T**<br> *in* Scale:**T**<br> *in* B:**T**<br> *out* Y:**T**<br> *out* Mean:**U**<br> *out* InvStdDev:**U**<br><br>or<br><br>*in* X:**T**<br> *in* Scale:**V**<br> *in* B:**V**<br> *out* Y:**V**<br> *out* Mean:**U**<br> *out* InvStdDev:**U**|17+|**T** = tensor(float), tensor(float16)<br/> **U** = tensor(float)|
 |||1+|**T** = tensor(float), tensor(float16)<br/> **V** = tensor(float), tensor(float16)|
-|LeakyRelu|*in* X:**T**<br> *out* Y:**T**|6+|**T** = tensor(float), tensor(float16)|
+|LeakyRelu|*in* X:**T**<br> *out* Y:**T**|16+|**T** = tensor(float), tensor(float16)|
+|||6+|**T** = tensor(float), tensor(float16)|
 |Less|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|13+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
 |||9+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
 |||7+|**T** = tensor(float), tensor(float16)<br/> **T1** = tensor(bool)|
-|LessOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|12+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
+|LessOrEqual|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|16+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
+|||12+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T1** = tensor(bool)|
 |Log|*in* input:**T**<br> *out* output:**T**|13+|**T** = tensor(float), tensor(float16)|
 |||6+|**T** = tensor(float), tensor(float16)|
 |LogSoftmax|*in* input:**T**<br> *out* output:**T**|13+|**T** = tensor(float), tensor(float16)|
@@ -987,7 +990,8 @@ Do not modify directly.*
 |OneHot|*in* indices:**T1**<br> *in* depth:**T2**<br> *in* values:**T3**<br> *out* output:**T3**|11+|**T1** = tensor(int32), tensor(int64), tensor(uint32), tensor(uint64)<br/> **T2** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T3** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |||9+|**T1** = tensor(int32), tensor(int64), tensor(uint32), tensor(uint64)<br/> **T2** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)<br/> **T3** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |Or|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|7+|**T** = tensor(bool)|
-|PRelu|*in* X:**T**<br> *in* slope:**T**<br> *out* Y:**T**|9+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int8)|
+|PRelu|*in* X:**T**<br> *in* slope:**T**<br> *out* Y:**T**|16+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int8)|
+|||9+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int8)|
 |||7+|**T** = tensor(float), tensor(float16)|
 |Pad|*in* data:**T**<br> *in* pads:**tensor(int64)**<br> *in* constant_value:**T**<br> *out* output:**T**<br><br>or<br><br>*in* data:**T**<br> *out* output:**T**|13+|**T** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |||11+|**T** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
@@ -1115,7 +1119,8 @@ Do not modify directly.*
 |Upsample|*in* X:**T**<br> *in* scales:**tensor(float)**<br> *out* Y:**T**<br><br>or<br><br>*in* X:**T**<br> *out* Y:**T**|10+|**T** = tensor(float), tensor(float16)|
 |||9+|**T** = tensor(float), tensor(float16)|
 |||7+|**T** = tensor(float), tensor(float16)|
-|Where|*in* condition:**B**<br> *in* X:**T**<br> *in* Y:**T**<br> *out* output:**T**|9+|**B** = tensor(bool)<br/> **T** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
+|Where|*in* condition:**B**<br> *in* X:**T**<br> *in* Y:**T**<br> *out* output:**T**|16+|**B** = tensor(bool)<br/> **T** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
+|||9+|**B** = tensor(bool)<br/> **T** = tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |Xor|*in* A:**T**<br> *in* B:**T**<br> *out* C:**T1**|7+|**T** = tensor(bool)|
 | |
 | |
diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp
index 1a3cbc9665..c7f637caf8 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp
@@ -583,6 +583,7 @@ constexpr static OperatorRegistrationInformation operatorRegistrationInformation
     {REG_INFO(      9,  Erf,                                typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(     13,  Erf,                                typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(      9,  Where,                              typeNameListWhere,              supportedTypeListWhere,                 DmlGraphSupport::Supported)},
+    {REG_INFO(     16,  Where,                              typeNameListWhere,              supportedTypeListWhere,                 DmlGraphSupport::Supported)},
     {REG_INFO(      7,  ReduceSum,                          typeNameListDefault,            supportedTypeListFloat16to32Ints32to64, DmlGraphSupport::Supported)},
     {REG_INFO(     11,  ReduceSum,                          typeNameListDefault,            supportedTypeListFloat16to32Ints32to64, DmlGraphSupport::Supported)},
     {REG_INFO(     13,  ReduceSum,                          typeNameListDefault,            supportedTypeListFloat16to32Ints32to64, DmlGraphSupport::Supported,     requiredConstantCpuInputs(1))},
@@ -637,7 +638,9 @@ constexpr static OperatorRegistrationInformation operatorRegistrationInformation
     {REG_INFO(      9,  Less,                               typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
     {REG_INFO(     13,  Less,                               typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
     {REG_INFO(     12,  GreaterOrEqual,                     typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
+    {REG_INFO(     16,  GreaterOrEqual,                     typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
     {REG_INFO(     12,  LessOrEqual,                        typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
+    {REG_INFO(     16,  LessOrEqual,                        typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
     {REG_INFO(      7,  Equal,                              typeNameListLogicalComparison,  supportedTypeListLogicalComparison7,    DmlGraphSupport::Supported)},
     {REG_INFO(     11,  Equal,                              typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
     {REG_INFO(     13,  Equal,                              typeNameListLogicalComparison,  supportedTypeListLogicalComparison9,    DmlGraphSupport::Supported)},
@@ -667,8 +670,10 @@ constexpr static OperatorRegistrationInformation operatorRegistrationInformation
     {REG_INFO(     13,  Relu,                               typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(     14,  Relu,                               typeNameListDefault,            supportedTypeListFloat16to32SignedInts8to32, DmlGraphSupport::Supported)},
     {REG_INFO(      7,  LeakyRelu,                          typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
+    {REG_INFO(     16,  LeakyRelu,                          typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(      7,  PRelu,                              typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(      9,  PRelu,                              typeNameListDefault,            supportedTypeListFloat16to32SignedInts8to32, DmlGraphSupport::Supported)},
+    {REG_INFO(     16,  PRelu,                              typeNameListDefault,            supportedTypeListFloat16to32SignedInts8to32, DmlGraphSupport::Supported)},
     {REG_INFO(      7,  ThresholdedRelu,                    typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(     10,  ThresholdedRelu,                    typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(      7,  Elu,                                typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
diff --git a/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h b/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h
index c1b8b918b3..7d5193641d 100644
--- a/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h
+++ b/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h
@@ -370,6 +370,15 @@ namespace OperatorHelper
         static const int sc_sinceVer_Shape = 15;
     } // namespace OnnxOperatorSet15
 
+    namespace OnnxOperatorSet16
+    {
+        static const int sc_sinceVer_LeakyRelu = 16;
+        static const int sc_sinceVer_PRelu = 16;
+        static const int sc_sinceVer_Where = 16;
+        static const int sc_sinceVer_GreaterOrEqual = 16;
+        static const int sc_sinceVer_LessOrEqual = 16;
+    } // namespace OnnxOperatorSet16
+
     namespace OnnxOperatorSet17
     {
         static const int sc_sinceVer_LayerNormalization = 17;