diff --git a/kernels/portable/cpu/util/advanced_index_util.cpp b/kernels/portable/cpu/util/advanced_index_util.cpp
index e2eabec4bc7..3022ec61b93 100644
--- a/kernels/portable/cpu/util/advanced_index_util.cpp
+++ b/kernels/portable/cpu/util/advanced_index_util.cpp
@@ -7,6 +7,7 @@
  */
 
 #include <executorch/kernels/portable/cpu/util/broadcast_util.h>
+#include <executorch/runtime/core/exec_aten/util/tensor_shape_to_c_string.h>
 #include <executorch/runtime/kernel/kernel_includes.h>
 
 namespace torch {
@@ -49,9 +50,22 @@ bool check_mask_indices(const Tensor& in, TensorOptList indices) {
         ET_LOG_MSG_AND_RETURN_IF_FALSE(
             index.dim() > 0, "Zero-dimensional mask index not allowed");
         for (auto j = 0; j < index.dim(); j++) {
-          ET_LOG_MSG_AND_RETURN_IF_FALSE(
-              index.size(j) == in.size(in_i + j),
-              "The shape of mask index must match the sizes of the corresponding input dimensions.");
+          if (index.size(j) != in.size(in_i + j)) {
+#ifdef ET_LOG_ENABLED
+            auto mask_shape = executorch::runtime::tensor_shape_to_c_string(
+                executorch::runtime::Span<const Tensor::SizesType>(
+                    index.sizes().data(), index.sizes().size()));
+            auto input_shape = executorch::runtime::tensor_shape_to_c_string(
+                executorch::runtime::Span<const Tensor::SizesType>(
+                    in.sizes().data() + in_i, index.sizes().size()));
+            ET_LOG(
+                Error,
+                "The shape of mask index %s must match the sizes of the corresponding input dimensions %s.",
+                mask_shape.data(),
+                input_shape.data());
+#endif // ET_LOG_ENABLED
+            return false;
+          }
         }
         in_i += index.dim();
       } else {
diff --git a/kernels/portable/cpu/util/targets.bzl b/kernels/portable/cpu/util/targets.bzl
index 0115feb6256..2c25d171568 100644
--- a/kernels/portable/cpu/util/targets.bzl
+++ b/kernels/portable/cpu/util/targets.bzl
@@ -117,6 +117,7 @@ def define_common_targets():
         compiler_flags = ["-Wno-missing-prototypes"],
         deps = [
             ":broadcast_util",
+            "//executorch/runtime/core/exec_aten/util:tensor_shape_to_c_string",
             "//executorch/runtime/kernel:kernel_includes",
         ],
         visibility = ["//executorch/kernels/portable/cpu/...", "//executorch/kernels/optimized/cpu/..."],