diff --git a/docs/OperatorKernels.md b/docs/OperatorKernels.md
index 3c739d89bf..f54f264255 100644
--- a/docs/OperatorKernels.md
+++ b/docs/OperatorKernels.md
@@ -1050,8 +1050,10 @@ Do not modify directly.*
 |||7+|**B** = tensor(bool)<br/> **V** = tensor(bfloat16), tensor(bool), tensor(double), tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |ImageScaler|*in* input:**T**<br> *out* output:**T**|1+|**T** = tensor(float), tensor(float16)|
 |InstanceNormalization|*in* input:**T**<br> *in* scale:**T**<br> *in* B:**T**<br> *out* output:**T**|6+|**T** = tensor(float), tensor(float16)|
-|IsInf|*in* X:**T1**<br> *out* Y:**T2**|10+|**T1** = tensor(float)<br/> **T2** = tensor(bool)|
-|IsNaN|*in* X:**T1**<br> *out* Y:**T2**|13+|**T1** = tensor(float), tensor(float16)<br/> **T2** = tensor(bool)|
+|IsInf|*in* X:**T1**<br> *out* Y:**T2**|20+|**T1** = tensor(float)<br/> **T2** = tensor(bool)|
+|||10+|**T1** = tensor(float)<br/> **T2** = tensor(bool)|
+|IsNaN|*in* X:**T1**<br> *out* Y:**T2**|20+|**T1** = tensor(float), tensor(float16)<br/> **T2** = tensor(bool)|
+|||13+|**T1** = tensor(float), tensor(float16)<br/> **T2** = tensor(bool)|
 |||9+|**T1** = tensor(float), tensor(float16)<br/> **T2** = tensor(bool)|
 |LRN|*in* X:**T**<br> *out* Y:**T**|13+|**T** = tensor(float), tensor(float16)|
 |||1+|**T** = tensor(float), tensor(float16)|
@@ -1158,7 +1160,8 @@ Do not modify directly.*
 |||13+|**T** = tensor(float), tensor(float16)|
 |||11+|**T** = tensor(float), tensor(float16)|
 |||1+|**T** = tensor(float), tensor(float16)|
-|ReduceMax|*in* data:**T**<br> *in* axes:**tensor(int64)**<br> *out* reduced:**T**<br><br>or<br><br>*in* data:**T**<br> *out* reduced:**T**|18+|**T** = tensor(float), tensor(float16), tensor(int32), tensor(int64), tensor(uint32), tensor(uint64)|
+|ReduceMax|*in* data:**T**<br> *in* axes:**tensor(int64)**<br> *out* reduced:**T**<br><br>or<br><br>*in* data:**T**<br> *out* reduced:**T**|20+|**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)|
+|||18+|**T** = tensor(float), tensor(float16), tensor(int32), tensor(int64), tensor(uint32), tensor(uint64)|
 |||13+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |||12+|**T** = tensor(float), tensor(float16), tensor(int16), tensor(int32), tensor(int64), tensor(int8), tensor(uint16), tensor(uint32), tensor(uint64), tensor(uint8)|
 |||11+|**T** = tensor(float), tensor(float16)|
diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp
index a2338a6da9..96949e777f 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/Operators/OperatorRegistration.cpp
@@ -924,6 +924,7 @@ constexpr static OperatorRegistrationInformation operatorRegistrationInformation
     {REG_INFO(     13,  Sign,                               typeNameListDefault,            supportedTypeListFloat16to32Ints8to64,  DmlGraphSupport::Supported)},
     {REG_INFO(      9,  IsNaN,                              typeNameListTwo,                supportedTypeListIsNan,                 DmlGraphSupport::Supported)},
     {REG_INFO(     13,  IsNaN,                              typeNameListTwo,                supportedTypeListIsNan,                 DmlGraphSupport::Supported)},
+    {REG_INFO(     20,  IsNaN,                              typeNameListTwo,                supportedTypeListIsNan,                 DmlGraphSupport::Supported)},
     {REG_INFO(      9,  Sinh,                               typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(      9,  Cosh,                               typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(      9,  Asinh,                              typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
@@ -970,6 +971,7 @@ constexpr static OperatorRegistrationInformation operatorRegistrationInformation
     {REG_INFO(     12,  ReduceMax,                          typeNameListDefault,            supportedTypeListFloat16to32Ints8to64,  DmlGraphSupport::Supported)},
     {REG_INFO(     13,  ReduceMax,                          typeNameListDefault,            supportedTypeListFloat16to32Ints8to64,  DmlGraphSupport::Supported)},
     {REG_INFO(     18,  ReduceMax,                          typeNameListDefault,            supportedTypeListFloat16to32Ints32to64, DmlGraphSupport::Supported,     requiredConstantCpuInputs(1))},
+    {REG_INFO(     20,  ReduceMax,                          typeNameListDefault,            supportedTypeListAllScalars,            DmlGraphSupport::Supported,     requiredConstantCpuInputs(1))},
     {REG_INFO(      7,  ReduceMin,                          typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(     11,  ReduceMin,                          typeNameListDefault,            supportedTypeListFloat16to32,           DmlGraphSupport::Supported)},
     {REG_INFO(     12,  ReduceMin,                          typeNameListDefault,            supportedTypeListFloat16to32Ints8to64,  DmlGraphSupport::Supported)},
@@ -1113,6 +1115,7 @@ constexpr static OperatorRegistrationInformation operatorRegistrationInformation
     {REG_INFO_MS(   1,  QLinearConcat,                      typeNameListQLinearConcat,      supportedTypeListQLinearConcat,         DmlGraphSupport::Supported)},
 
     {REG_INFO(     10,  IsInf,                              typeNameListTwo,                supportedTypeListIsInf,                 DmlGraphSupport::Supported)},
+    {REG_INFO(     20,  IsInf,                              typeNameListTwo,                supportedTypeListIsInf,                 DmlGraphSupport::Supported)},
     {REG_INFO(     10,  Mod,                                typeNameListDefault,            supportedTypeListNumericDefault,        DmlGraphSupport::Supported)},
     {REG_INFO(     13,  Mod,                                typeNameListDefault,            supportedTypeListNumericDefault,        DmlGraphSupport::Supported)},
     {REG_INFO(     11,  BitShift,                           typeNameListDefault,            supportedTypeListUInt8to64,             DmlGraphSupport::Supported)},
diff --git a/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h b/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h
index 896f18c507..cd188761b2 100644
--- a/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h
+++ b/onnxruntime/core/providers/dml/OperatorAuthorHelper/OperatorVersions.h
@@ -429,6 +429,13 @@ namespace OperatorHelper
         static const int sc_sinceVer_Size = 19;
     }
 
+    namespace OnnxOperatorSet20
+    {
+        static const int sc_sinceVer_IsNaN = 20;
+        static const int sc_sinceVer_IsInf = 20;
+        static const int sc_sinceVer_ReduceMax = 20;
+    }
+
     namespace MsftOperatorSet1
     {
         static const int sc_sinceVer_DmlFusedConv = 1;