diff --git a/onnxruntime/core/providers/cuda/cudnn_common.h b/onnxruntime/core/providers/cuda/cudnn_common.h
index 9ea3794d5a..ac2f349958 100644
--- a/onnxruntime/core/providers/cuda/cudnn_common.h
+++ b/onnxruntime/core/providers/cuda/cudnn_common.h
@@ -229,5 +229,28 @@ SetLRNDescriptorHelper(cudnnLRNDescriptor_t normDesc,
   return cudnnSetLRNDescriptor(normDesc, lrnN, lrnAlpha, lrnBeta, lrnK);
 }
 
+inline cudnnStatus_t
+PoolingForwardHelper(cudnnHandle_t handle,
+                     const cudnnPoolingDescriptor_t poolingDesc,
+                     const void *alpha,
+                     const cudnnTensorDescriptor_t xDesc,
+                     const void *x,
+                     const void *beta,
+                     const cudnnTensorDescriptor_t yDesc,
+                     void *y) {
+  return cudnnPoolingForward(handle, poolingDesc, alpha, xDesc, x, beta, yDesc, y);
+}
+
+inline cudnnStatus_t
+SetPoolingNdDescriptorHelper(cudnnPoolingDescriptor_t poolingDesc,
+                             const cudnnPoolingMode_t mode,
+                             const cudnnNanPropagation_t maxpoolingNanOpt,
+                             int nbDims,
+                             const int windowDimA[],
+                             const int paddingA[],
+                             const int strideA[]) {
+  return cudnnSetPoolingNdDescriptor(poolingDesc, mode, maxpoolingNanOpt, nbDims, windowDimA, paddingA, strideA);
+}
+
 }  // namespace cuda
 }  // namespace onnxruntime
diff --git a/onnxruntime/core/providers/cuda/nn/pool.cc b/onnxruntime/core/providers/cuda/nn/pool.cc
index 3a7868094a..5f7d89824d 100644
--- a/onnxruntime/core/providers/cuda/nn/pool.cc
+++ b/onnxruntime/core/providers/cuda/nn/pool.cc
@@ -128,7 +128,7 @@ class CudnnPoolingDescriptor final {
     for (int i = 0; i < rank; i++) {
       stride[i] = gsl::narrow_cast<int>(strides[i]);
     }
-    CUDNN_RETURN_IF_ERROR(cudnnSetPoolingNdDescriptor(
+    CUDNN_RETURN_IF_ERROR(SetPoolingNdDescriptorHelper(
         desc_,
         mode,
         CUDNN_PROPAGATE_NAN,
@@ -212,7 +212,8 @@ Status Pool<T, PoolType>::ComputeInternal(OpKernelContext* context) const {
     IAllocatorUniquePtr<float> temp_X = GetScratchBuffer<float>(input_count);
     auto temp_Y = GetScratchBuffer<float>(output_count);
     Impl_Cast<CudaT, float>(Stream(), reinterpret_cast<const CudaT*>(x_data), temp_X.get(), input_count);
-    CUDNN_RETURN_IF_ERROR(cudnnPoolingForward(CudnnHandle(), pooling_desc, &alpha, x_tensor, temp_X.get(), &beta, y_tensor, temp_Y.get()));
+    CUDNN_RETURN_IF_ERROR(PoolingForwardHelper(CudnnHandle(), pooling_desc, &alpha,
+                                               x_tensor, temp_X.get(), &beta, y_tensor, temp_Y.get()));
     Impl_Cast<float, CudaT>(Stream(), temp_Y.get(), y_data, output_count);
   } else {
     const auto alpha = Consts<CudaT>::One;
@@ -222,7 +223,8 @@ Status Pool<T, PoolType>::ComputeInternal(OpKernelContext* context) const {
     ORT_RETURN_IF_ERROR(x_tensor.Set(x_dims_cudnn, CudnnTensor::GetDataType<CudaT>()));
     ORT_RETURN_IF_ERROR(y_tensor.Set(y_dims_cudnn, CudnnTensor::GetDataType<CudaT>()));
 
-    CUDNN_RETURN_IF_ERROR(cudnnPoolingForward(CudnnHandle(), pooling_desc, &alpha, x_tensor, x_data, &beta, y_tensor, y_data));
+    CUDNN_RETURN_IF_ERROR(PoolingForwardHelper(CudnnHandle(), pooling_desc, &alpha,
+                                               x_tensor, x_data, &beta, y_tensor, y_data));
   }
 
   return Status::OK();
diff --git a/onnxruntime/core/providers/rocm/miopen_common.h b/onnxruntime/core/providers/rocm/miopen_common.h
index 6e5b9a02d9..003ebab910 100644
--- a/onnxruntime/core/providers/rocm/miopen_common.h
+++ b/onnxruntime/core/providers/rocm/miopen_common.h
@@ -196,5 +196,28 @@ SetLRNDescriptorHelper(miopenLRNDescriptor_t normDesc,
   return miopenSetLRNDescriptor(normDesc, miopenLRNCrossChannel, lrnN, lrnAlpha, lrnBeta, lrnK);
 }
 
+inline miopenStatus_t
+PoolingForwardHelper(miopenHandle_t handle,
+                     const miopenPoolingDescriptor_t poolDesc,
+                     const void* alpha,
+                     const miopenTensorDescriptor_t xDesc,
+                     const void* x,
+                     const void* beta,
+                     const miopenTensorDescriptor_t yDesc,
+                     void* y) {
+  return miopenPoolingForward(handle, poolDesc, alpha, xDesc, x, beta, yDesc, y, false, nullptr, 0);
+}
+
+inline miopenStatus_t
+SetPoolingNdDescriptorHelper(miopenPoolingDescriptor_t poolDesc,
+                             const miopenPoolingMode_t mode,
+                             miopenNanPropagation_t /* unavailable */,
+                             int nbDims,
+                             int* windowDimA,
+                             int* padA,
+                             int* stridesA) {
+  return miopenSetNdPoolingDescriptor(poolDesc, mode, nbDims, windowDimA, padA, stridesA);
+}
+
 }  // namespace rocm
 }  // namespace onnxruntime
diff --git a/onnxruntime/core/providers/rocm/rocm_execution_provider.cc b/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
index f867672dfe..4cfa91cde5 100644
--- a/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
+++ b/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
@@ -1433,21 +1433,36 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 10, float, ConvTranspose)>,
       // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 10, double, ConvTranspose)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 10, MLFloat16, ConvTranspose)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 7, 9, float, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 7, 9, double, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 7, 9, MLFloat16, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, float, GlobalAveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, double, GlobalAveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, MLFloat16, GlobalAveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 7, float, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 7, double, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 7, MLFloat16, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 8, 9, float, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 8, 9, double, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 8, 9, MLFloat16, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, float, GlobalMaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, double, GlobalMaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, MLFloat16, GlobalMaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            7, 9, float, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            7, 9, double, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            7, 9, MLFloat16, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  1, float, GlobalAveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  1, double, GlobalAveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  1, MLFloat16, GlobalAveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            1, 7, float, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            1, 7, double, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            1, 7, MLFloat16, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            8, 9, float, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            8, 9, double, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            8, 9, MLFloat16, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  1, float, GlobalMaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  1, double, GlobalMaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  1, MLFloat16, GlobalMaxPool)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 10, float, ArgMax)>,
       // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 10, double, ArgMax)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, 10, MLFloat16, ArgMax)>,
@@ -1604,13 +1619,19 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
       BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 1, RandomUniformLike)>,
 
       // opset 10
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, float, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, double, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, MLFloat16, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            10, 10, float, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            10, 10, double, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            10, 10, MLFloat16, AveragePool)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 11, Dropout)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, float, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, double, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, MLFloat16, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            10, 10, float, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            10, 10, double, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            10, 10, MLFloat16, MaxPool)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, NonMaxSuppression)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, float, Resize)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 10, 10, double, Resize)>,
@@ -1718,12 +1739,18 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
       BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, float, ConvTranspose)>,
       // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, double, ConvTranspose)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, MLFloat16, ConvTranspose)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, float, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, double, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, MLFloat16, AveragePool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 11, float, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 11, double, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 11, MLFloat16, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  11, float, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  11, double, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  11, MLFloat16, AveragePool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            11, 11, float, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            11, 11, double, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                            11, 11, MLFloat16, MaxPool)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, float, Resize)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, double, Resize)>,
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 11, 12, MLFloat16, Resize)>,
@@ -1756,11 +1783,16 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
       // OpSet 12
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, 12, Clip)>,
 
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, float, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, double, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, MLFloat16, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, int8_t, MaxPool)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, uint8_t, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  12, float, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  12, double, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  12, MLFloat16, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  12, int8_t, MaxPool)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
+                                                                  12, uint8_t, MaxPool)>,
 
       BuildKernelCreateInfo<ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 12, 12, Pow)>,
 
diff --git a/onnxruntime/test/providers/cpu/nn/pool_op_test.cc b/onnxruntime/test/providers/cpu/nn/pool_op_test.cc
index 7712b8d0c0..ab395057c2 100644
--- a/onnxruntime/test/providers/cpu/nn/pool_op_test.cc
+++ b/onnxruntime/test/providers/cpu/nn/pool_op_test.cc
@@ -400,7 +400,8 @@ TEST(PoolTest, MaxPool_10_DilationPadding_1d) {
 
   test.AddInput<float>("X", x_dims, x_vals);
   test.AddOutput<float>("Y", expected_dims, expected_vals);
-  test.Run(OpTester::ExpectResult::kExpectSuccess, "", {kCudaExecutionProvider, kTensorrtExecutionProvider});
+  test.Run(OpTester::ExpectResult::kExpectSuccess, "",
+           {kCudaExecutionProvider, kTensorrtExecutionProvider, kRocmExecutionProvider});
 }
 
 TEST(PoolTest, MaxPool_10_Dilation_2d) {
@@ -474,7 +475,7 @@ TEST(PoolTest, MaxPool_10_DilationPadding_2d) {
   test.AddInput<float>("X", x_dims, x_vals);
   test.AddOutput<float>("Y", expected_dims, expected_vals);
   test.Run(OpTester::ExpectResult::kExpectSuccess, "",
-           {kCudaExecutionProvider, kTensorrtExecutionProvider});
+           {kCudaExecutionProvider, kTensorrtExecutionProvider, kRocmExecutionProvider});
 }
 
 TEST(PoolTest, MaxPool_10_Dilation_Ceil0_2d) {
@@ -579,7 +580,8 @@ TEST(PoolTest, MaxPool_10_DilationPadding_3d) {
 
   test.AddInput<float>("X", x_dims, x_vals);
   test.AddOutput<float>("Y", expected_dims, expected_vals);
-  test.Run(OpTester::ExpectResult::kExpectSuccess, "", {kCudaExecutionProvider, kTensorrtExecutionProvider});
+  test.Run(OpTester::ExpectResult::kExpectSuccess, "",
+           {kCudaExecutionProvider, kTensorrtExecutionProvider, kRocmExecutionProvider});
 }
 
 TEST(PoolTest, GlobalMaxPool) {
diff --git a/tools/ci_build/amd_hipify.py b/tools/ci_build/amd_hipify.py
index 558a2d863a..c27a50d274 100644
--- a/tools/ci_build/amd_hipify.py
+++ b/tools/ci_build/amd_hipify.py
@@ -113,10 +113,6 @@ provider_excluded_files = [
     "nn/conv.h",
     "nn/conv_transpose.cc",
     "nn/conv_transpose.h",
-    "nn/max_pool_with_index.cu",
-    "nn/max_pool_with_index.h",
-    "nn/pool.cc",
-    "nn/pool.h",
     "reduction/reduction_ops.cc",
     "rnn/cudnn_rnn_base.cc",
     "rnn/cudnn_rnn_base.h",
@@ -312,6 +308,9 @@ def hipify(src_file_path, dst_file_path):
     s = s.replace("MIOPEN_BATCHNORM_SPATIAL", "miopenBNSpatial")
     s = s.replace("MIOPEN_BATCHNORM_PER_ACTIVATION", "miopenBNPerActivation")
     s = s.replace("MIOPEN_LRN_CROSS_CHANNEL", "miopenLRNCrossChannel")
+    s = s.replace("MIOPEN_POOLING_MAX", "miopenPoolingMax")
+    s = s.replace("MIOPEN_POOLING_AVERAGE_COUNT_INCLUDE_PADDING", "miopenPoolingAverageInclusive")
+    s = s.replace("MIOPEN_POOLING_AVERAGE_COUNT_EXCLUDE_PADDING", "miopenPoolingAverage")
 
     # CUSPARSE -> HIPSPARSE
     s = s.replace("CUSPARSE", "HIPSPARSE")