diff --git a/onnxruntime/core/providers/rocm/rocm_execution_provider.cc b/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
index 1ec595d799..c4b15e787a 100644
--- a/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
+++ b/onnxruntime/core/providers/rocm/rocm_execution_provider.cc
@@ -1195,12 +1195,10 @@ class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain,
 class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 16, MLFloat16, LessOrEqual);
 
 // Opset 17
-// TODO: Enable LayerNormalization. It uses the same implementation as the old contrib op.
-// See https://github.com/microsoft/onnxruntime/pull/13066
-// class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, float, LayerNormalization);
-// class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, double, LayerNormalization);
-// class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, BFloat16, LayerNormalization);
-// class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, MLFloat16, LayerNormalization);
+class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, float, LayerNormalization);
+class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, double, LayerNormalization);
+class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, BFloat16, LayerNormalization);
+class ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, MLFloat16, LayerNormalization);
 
 // Opset 18
 class ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 18, Split);
@@ -2128,10 +2126,10 @@ static Status RegisterRocmKernels(KernelRegistry& kernel_registry) {
       BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 16, MLFloat16, LessOrEqual)>,
 
       // Opset 17
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, float, LayerNormalization)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, double, LayerNormalization)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, BFloat16, LayerNormalization)>,
-      // BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, MLFloat16, LayerNormalization)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, float, LayerNormalization)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, double, LayerNormalization)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, BFloat16, LayerNormalization)>,
+      BuildKernelCreateInfo<ONNX_OPERATOR_TYPED_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 17, MLFloat16, LayerNormalization)>,
 
       // Opset 18
       BuildKernelCreateInfo<ONNX_OPERATOR_KERNEL_CLASS_NAME(kRocmExecutionProvider, kOnnxDomain, 18, Split)>,
diff --git a/onnxruntime/test/contrib_ops/layer_norm_test.cc b/onnxruntime/test/contrib_ops/layer_norm_test.cc
index c6c82565be..f75a60c4a7 100644
--- a/onnxruntime/test/contrib_ops/layer_norm_test.cc
+++ b/onnxruntime/test/contrib_ops/layer_norm_test.cc
@@ -150,14 +150,11 @@ TEST(CudaKernelTest, SimplifiedLayerNorm_LargeSizeTensor) {
   TestLayerNorm(X_dims, SIMPLIFIED_LAYER_NORM_OP, k_epsilon_default);
 }
 
-// TODO: Generate the ROCM implementation of ONNX LayerNorm
-#if defined(USE_CUDA) || defined(USE_DML)
 // LayerNormalization is an ONNX operator in opset 17. It uses the same implementation so this is just a sanity check.
 TEST(CudaKernelTest, LayerNorm_SmallSizeTensor_Opset17) {
   const std::vector<int64_t> X_dims{4, 20, 128};
   TestLayerNorm(X_dims, LAYER_NORM_OP, k_epsilon_default, -1, 1, false, 17);
 }
-#endif
 
 #endif
 }  // namespace test