diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/BucketizedBufferAllocator.cpp b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/BucketizedBufferAllocator.cpp
index db45908a2d..b1714a8220 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/BucketizedBufferAllocator.cpp
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/BucketizedBufferAllocator.cpp
@@ -223,28 +223,4 @@ namespace Dml
     {
         m_defaultRoundingMode = roundingMode;
     }
-
-    CPUAllocator::CPUAllocator(OrtMemType memType)
-        : onnxruntime::IAllocator(
-            OrtMemoryInfo(
-                "DML CPU",
-                OrtAllocatorType::OrtDeviceAllocator,
-                OrtDevice(OrtDevice::CPU, OrtDevice::MemType::DEFAULT, 0),
-                0,
-                memType
-            )
-        )
-    {
-    }
-
-    void* CPUAllocator::Alloc(size_t size)
-    {
-        return onnxruntime::AllocatorDefaultAlloc(size);
-    }
-
-    void CPUAllocator::Free(void* p)
-    {
-        return onnxruntime::AllocatorDefaultFree(p);
-    }
-
 } // namespace Dml
diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.cpp b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.cpp
index 043853ccae..cb6fc165a9 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.cpp
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.cpp
@@ -239,7 +239,9 @@ namespace Dml
                 std::make_unique<DmlCommittedResourceAllocator>(m_d3d12Device.Get()));
             m_context->SetAllocator(m_allocator);
             // CPU Allocator used to create buffers for the MemcpyFromHost, Shape and Size operators.
-            m_cpuInputAllocator = std::make_shared<CPUAllocator>(OrtMemType::OrtMemTypeCPUInput);
+            OrtMemoryInfo memoryInfo(onnxruntime::CPU, OrtAllocatorType::OrtDeviceAllocator);
+            memoryInfo.mem_type = ::OrtMemType::OrtMemTypeCPUInput;
+            m_cpuInputAllocator = std::make_shared<onnxruntime::CPUAllocator>(memoryInfo);
         }
 
         return std::vector<onnxruntime::AllocatorPtr>{m_allocator, m_cpuInputAllocator,};
diff --git a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.h b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.h
index 29961288a5..c20969250f 100644
--- a/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.h
+++ b/onnxruntime/core/providers/dml/DmlExecutionProvider/src/ExecutionProvider.h
@@ -25,7 +25,6 @@ namespace Dml
     class ReadbackHeap;
     class ExecutionContext;
     class BucketizedBufferAllocator;
-    class CPUAllocator;
     class ExecutionProvider;
 
     class ExecutionProviderImpl : public WRL::Base<Dml::IExecutionProvider,
@@ -213,7 +212,7 @@ namespace Dml
         std::unique_ptr<PooledUploadHeap> m_uploadHeap;
         std::unique_ptr<ReadbackHeap> m_readbackHeap;
         std::shared_ptr<BucketizedBufferAllocator> m_allocator;
-        std::shared_ptr<CPUAllocator> m_cpuInputAllocator;
+        std::shared_ptr<onnxruntime::IAllocator> m_cpuInputAllocator;
         std::shared_ptr<onnxruntime::KernelRegistry> m_kernelRegistry;
         std::shared_ptr<const Windows::AI::MachineLearning::Adapter::InternalRegistrationInfoMap> m_internalRegInfoMap;
         mutable uint64_t m_partitionKernelPrefixVal = 0;