diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/inc/IWinmlExecutionProvider.h b/onnxruntime/core/providers/dml/DmlExecutionProvider/inc/IWinmlExecutionProvider.h
index 431113b3e1650..074f13b309181 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/inc/IWinmlExecutionProvider.h
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/inc/IWinmlExecutionProvider.h
@@ -89,8 +89,6 @@ namespace Windows::AI::MachineLearning::Adapter
         std::vector<DML_INPUT_GRAPH_EDGE_DESC> inputEdges;
         std::vector<DML_OUTPUT_GRAPH_EDGE_DESC> outputEdges;
         std::vector<DML_INTERMEDIATE_GRAPH_EDGE_DESC> intermediateEdges;
-        EdgeShapes outputShapes;
-        const std::unordered_map<std::string, std::vector<uint32_t>>* inferredOutputShapes;
     };
 
     using GraphNodeFactory = std::function<void(
@@ -98,6 +96,7 @@ namespace Windows::AI::MachineLearning::Adapter
         MLOperatorTensorGetter& constantInputGetter,
         const void* executionHandle,
         const EdgeShapes* inputShapesOverrides,
+        /*out*/ EdgeShapes* outputShapes,
         /*out*/ DmlGraphNodeCreateInfo* graphNodeCreateInfo
         )>;
 
diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/AbiCustomRegistry.cpp b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/AbiCustomRegistry.cpp
index e86737fa9665a..eb068087de4ad 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/AbiCustomRegistry.cpp
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/AbiCustomRegistry.cpp
@@ -492,6 +492,7 @@ HRESULT STDMETHODCALLTYPE AbiCustomRegistry::RegisterOperatorKernel(
                     MLOperatorTensorGetter& constantInputGetter,
                     const void* executionHandle,
                     const EdgeShapes* inputShapesOverrides,
+                    /*out*/ EdgeShapes* outputShapes,
                     /*out*/ DmlGraphNodeCreateInfo* graphNodeCreateInfo
                 )
                 {
@@ -499,10 +500,7 @@ HRESULT STDMETHODCALLTYPE AbiCustomRegistry::RegisterOperatorKernel(
                     onnxruntime::OpNodeProtoHelper<onnxruntime::ProtoHelperNodeContext> protoHelper(&nodeContext);
 
                     // Use the same list of required constant inputs for the shape inferrer and the kernel.
-                    EdgeShapes outputShapes;
-                    InferAndVerifyOutputSizes(node, &defaultAttributesCapture, shapeInferrerCapture.Get(), constantCpuInputCapture, constantInputGetter, inputShapesOverrides, outputShapes);
-
-                    graphNodeCreateInfo->outputShapes = outputShapes;
+                    InferAndVerifyOutputSizes(node, &defaultAttributesCapture, shapeInferrerCapture.Get(), constantCpuInputCapture, constantInputGetter, inputShapesOverrides, *outputShapes);
 
                     // Create the kernel while allowing input shape and output shape queries according to options
                     ComPtr<DmlGraphOpKernelInfoWrapper> kernelInfoWrapper = wil::MakeOrThrow<DmlGraphOpKernelInfoWrapper>(
@@ -510,7 +508,7 @@ HRESULT STDMETHODCALLTYPE AbiCustomRegistry::RegisterOperatorKernel(
                             executionHandle,
                             true,
                             inputShapesOverrides,
-                            &outputShapes,
+                            outputShapes,
                             &defaultAttributesCapture,
                             graphNodeCreateInfo,
                             constantCpuInputCapture,
diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/GraphDescBuilder.cpp b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/GraphDescBuilder.cpp
index 546fb56bc780e..c620859495b15 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/GraphDescBuilder.cpp
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/GraphDescBuilder.cpp
@@ -246,7 +246,6 @@ namespace Dml::GraphDescBuilder
                 return tensor;
             };
 
-            DmlGraphNodeCreateInfo graphNodeCreateInfo;
             EdgeShapes inputShapesOverrides(node.InputDefs().size());
 
             // Override the input shapes with shapes that were previously inferred
@@ -269,19 +268,21 @@ namespace Dml::GraphDescBuilder
                 }
             }
 
-            graphNodeCreateInfo.inferredOutputShapes = &inferredOutputShapes;
+            EdgeShapes outputShapes;
+            DmlGraphNodeCreateInfo graphNodeCreateInfo;
             graphNodeProps.internalRegInfo->graphNodeFactoryRegistration->factory(
                 node,
                 constantCpuNodeInputGetter,
                 executionHandle,
                 &inputShapesOverrides,
+                /*out*/ &outputShapes,
                 /*out*/ &graphNodeCreateInfo
             );
 
-            ORT_THROW_HR_IF(E_UNEXPECTED, graphNodeCreateInfo.outputShapes.EdgeCount() != node.OutputDefs().size());
+            ORT_THROW_HR_IF(E_UNEXPECTED, outputShapes.EdgeCount() != node.OutputDefs().size());
             for (int i = 0; i < node.OutputDefs().size(); ++i)
             {
-                inferredOutputShapes[node.OutputDefs()[i]->Name()] = graphNodeCreateInfo.outputShapes.GetShape(i);
+                inferredOutputShapes[node.OutputDefs()[i]->Name()] = outputShapes.GetShape(i);
             }
 
             // Create a map between operatorGraphNodeIndex to mainGraphNodeIndex.
@@ -380,7 +381,7 @@ namespace Dml::GraphDescBuilder
                         operatorGraphOutputEdge.FromNodeOutputIndex
                     };
 
-                    nodeOutputShapes[arg->Name()] = graphNodeCreateInfo.outputShapes;
+                    nodeOutputShapes[arg->Name()] = outputShapes;
                 }
             }