diff --git a/torch_xla/csrc/convolution_helper.cpp b/torch_xla/csrc/convolution_helper.cpp
index 1c3545437395..584df138b5d9 100644
--- a/torch_xla/csrc/convolution_helper.cpp
+++ b/torch_xla/csrc/convolution_helper.cpp
@@ -144,7 +144,7 @@ tsl::Status GetWindowedOutputSizeVerboseV2(
 
 // Check dimension
 tsl::Status ConvBackpropExtractAndVerifyDimension(
-    tsl::StringPiece label, const xla::Shape& input_shape,
+    std::string_view label, const xla::Shape& input_shape,
     const xla::Shape& filter_shape, const xla::Shape& output_shape,
     const absl::Span<const tsl::int32> dilations,
     const std::vector<tsl::int32>& strides, Padding padding,
@@ -185,7 +185,7 @@ tsl::Status ConvBackpropExtractAndVerifyDimension(
 
 // Check dimension
 tsl::Status ConvBackpropComputeDimensionsV2(
-    tsl::StringPiece label, int num_spatial_dims, const xla::Shape& input_shape,
+    std::string_view label, int num_spatial_dims, const xla::Shape& input_shape,
     const xla::Shape& filter_shape, const xla::Shape& out_backprop_shape,
     absl::Span<const tsl::int32> dilations,
     const std::vector<tsl::int32>& strides, Padding padding,
@@ -293,7 +293,7 @@ xla::XlaOp TransposeFilterForGroupConvolutionBackpropInput(
 
 // Wrapper for ConvGeneralDilated and check dim.
 tsl::StatusOr<xla::XlaOp> MakeXlaBackpropInputConvOp(
-    tsl::StringPiece type_string, const xla::Shape& input_shape,
+    std::string_view type_string, const xla::Shape& input_shape,
     xla::XlaOp filter, xla::XlaOp out_backprop, const ConvOpAttrs& attrs,
     xla::XlaOp* input_sizes) {
   TF_RETURN_IF_ERROR(CheckConvAttrs(attrs));
@@ -394,7 +394,7 @@ tsl::StatusOr<xla::XlaOp> MakeXlaBackpropInputConvOp(
 
 // Wrapper for ConvGeneralDilated and check dim.
 tsl::StatusOr<xla::XlaOp> MakeXlaBackpropFilterConvOp(
-    tsl::StringPiece type_string, xla::XlaOp activations,
+    std::string_view type_string, xla::XlaOp activations,
     const xla::Shape& filter_shape, xla::XlaOp gradients,
     const ConvOpAttrs& attrs) {
   TF_RETURN_IF_ERROR(CheckConvAttrs(attrs));
@@ -551,4 +551,4 @@ tsl::StatusOr<xla::XlaOp> MakeXlaBackpropFilterConvOp(
 
 // -------------Convolution Helper Function End--------------------------
 
-}  // namespace torch_xla
\ No newline at end of file
+}  // namespace torch_xla
diff --git a/torch_xla/csrc/convolution_helper.h b/torch_xla/csrc/convolution_helper.h
index d8983d58302d..cc2f46204733 100644
--- a/torch_xla/csrc/convolution_helper.h
+++ b/torch_xla/csrc/convolution_helper.h
@@ -2,9 +2,9 @@
 #define XLA_TORCH_XLA_CSRC_CONVOLUTION_HELPER_H_
 
 #include <string>
+#include <string_view>
 
 #include "tsl/lib/gtl/inlined_vector.h"
-#include "tsl/platform/stringpiece.h"
 #include "xla/client/xla_builder.h"
 #include "xla/xla_data.pb.h"
 
@@ -234,7 +234,7 @@ inline int GetTensorSpatialDimIndex(int num_dims, TensorFormat format,
 // The V2 version computes the same outputs with arbitrary dilation rate and
 // supports explicit padding.
 tsl::Status ConvBackpropComputeDimensionsV2(
-    tsl::StringPiece label, int num_spatial_dims, const xla::Shape& input_shape,
+    std::string_view label, int num_spatial_dims, const xla::Shape& input_shape,
     const xla::Shape& filter_shape, const xla::Shape& out_backprop_shape,
     absl::Span<const tsl::int32> dilations,
     const std::vector<tsl::int32>& strides, Padding padding,
@@ -246,13 +246,13 @@ tsl::Status ConvBackpropComputeDimensionsV2(
 
 // Wrapper for ConvGeneralDilated with checking dims.
 tsl::StatusOr<xla::XlaOp> MakeXlaBackpropInputConvOp(
-    tsl::StringPiece type_string, const xla::Shape& input_shape,
+    std::string_view type_string, const xla::Shape& input_shape,
     xla::XlaOp filter, xla::XlaOp out_backprop, const ConvOpAttrs& attrs,
     xla::XlaOp* input_sizes = nullptr);
 
 // Wrapper for ConvGeneralDilated with checking dims.
 tsl::StatusOr<xla::XlaOp> MakeXlaBackpropFilterConvOp(
-    tsl::StringPiece type_string, xla::XlaOp activations,
+    std::string_view type_string, xla::XlaOp activations,
     const xla::Shape& filter_shape, xla::XlaOp gradients,
     const ConvOpAttrs& attrs);
 
@@ -260,4 +260,4 @@ tsl::StatusOr<xla::XlaOp> MakeXlaBackpropFilterConvOp(
 
 }  // namespace torch_xla
 
-#endif  // XLA_TORCH_XLA_CSRC_CONVOLUTION_HELPER_H_
\ No newline at end of file
+#endif  // XLA_TORCH_XLA_CSRC_CONVOLUTION_HELPER_H_