diff --git a/mlir/lib/Conversion/GPUToROCDL/LowerGpuOpsToROCDLOps.cpp b/mlir/lib/Conversion/GPUToROCDL/LowerGpuOpsToROCDLOps.cpp
--- a/mlir/lib/Conversion/GPUToROCDL/LowerGpuOpsToROCDLOps.cpp
+++ b/mlir/lib/Conversion/GPUToROCDL/LowerGpuOpsToROCDLOps.cpp
@@ -84,7 +84,7 @@
   target.addIllegalDialect<gpu::GPUDialect>();
   target.addIllegalOp<LLVM::CosOp, LLVM::ExpOp, LLVM::FAbsOp, LLVM::FCeilOp,
                       LLVM::FFloorOp, LLVM::LogOp, LLVM::Log10Op, LLVM::Log2Op,
-                      LLVM::SinOp, LLVM::SqrtOp>();
+                      LLVM::PowOp, LLVM::SinOp, LLVM::SqrtOp>();
 
   // TODO: Remove once we support replacing non-root ops.
   target.addLegalOp<gpu::YieldOp, gpu::GPUModuleOp, gpu::ModuleEndOp>();
@@ -123,6 +123,8 @@
                                                  "__ocml_log10_f64");
   patterns.insert<OpToFuncCallLowering<Log2Op>>(converter, "__ocml_log2_f32",
                                                 "__ocml_log2_f64");
+  patterns.insert<OpToFuncCallLowering<PowFOp>>(converter, "__ocml_pow_f32",
+                                                "__ocml_pow_f64");
   patterns.insert<OpToFuncCallLowering<RsqrtOp>>(converter, "__ocml_rsqrt_f32",
                                                  "__ocml_rsqrt_f64");
   patterns.insert<OpToFuncCallLowering<SinOp>>(converter, "__ocml_sin_f32",
diff --git a/mlir/test/Conversion/GPUToROCDL/gpu-to-rocdl.mlir b/mlir/test/Conversion/GPUToROCDL/gpu-to-rocdl.mlir
--- a/mlir/test/Conversion/GPUToROCDL/gpu-to-rocdl.mlir
+++ b/mlir/test/Conversion/GPUToROCDL/gpu-to-rocdl.mlir
@@ -310,3 +310,18 @@
     std.return %result32, %result64 : f32, f64
   }
 }
+
+// -----
+
+gpu.module @test_module {
+  // CHECK: llvm.func @__ocml_pow_f32(!llvm.float, !llvm.float) -> !llvm.float
+  // CHECK: llvm.func @__ocml_pow_f64(!llvm.double, !llvm.double) -> !llvm.double
+  // CHECK-LABEL: func @gpu_pow
+  func @gpu_pow(%arg_f32 : f32, %arg_f64 : f64) -> (f32, f64) {
+    %result32 = std.powf %arg_f32, %arg_f32 : f32
+    // CHECK: llvm.call @__ocml_pow_f32(%{{.*}}, %{{.*}}) : (!llvm.float, !llvm.float) -> !llvm.float
+    %result64 = std.powf %arg_f64, %arg_f64 : f64
+    // CHECK: llvm.call @__ocml_pow_f64(%{{.*}}, %{{.*}}) : (!llvm.double, !llvm.double) -> !llvm.double
+    std.return %result32, %result64 : f32, f64
+  }
+}