[XLA:GPU] Ignore reductions over dimensions of size 1 in UnstableReductionDetect

The UnstableReductionDetector now considers reductions where all reduced dimensions have a size of 1 to be stable, as these operations are effectively no-ops and do not introduce numerical instability. A test case is added to verify this behavior.

PiperOrigin-RevId: 825045042

third_party/xla/xla/service/debug/unstable_reduction_detector_test.cc

@@ -62,6 +62,22 @@ static constexpr absl::string_view kUnstableReductionNoMetadataHloModule = R"(
   }
 )";
 
+static constexpr absl::string_view kNoOpUnstableReductionHloModule = R"(
+  red {
+      p0 = bf16[] parameter(0)
+      p1 = bf16[] parameter(1)
+      ROOT red = bf16[] add(p0, p1)
+  }
+
+  ENTRY main {
+      p0 = bf16[1] parameter(0)
+      init = bf16[] constant(1.0)
+      ROOT red = bf16[] reduce(p0, init),
+          to_apply=red,
+          dimensions={0}
+  }
+)";
+
 using ::absl::LogSeverity;
 using ::absl_testing::IsOkAndHolds;
 using ::absl_testing::StatusIs;
@@ -153,5 +169,22 @@ TEST(UnstableReductionDetectorTest, DoNothingOnUnstableReduction) {
               IsOkAndHolds(false));
 }
 
+TEST(UnstableReductionDetectorTest, NoOpUnstableReduction) {
+  TF_ASSERT_OK_AND_ASSIGN(auto module, ParseAndReturnUnverifiedModule(
+                                           kNoOpUnstableReductionHloModule));
+  module->mutable_config()
+      .mutable_debug_options()
+      .set_xla_detect_unstable_reductions(
+          DebugOptions::UNSTABLE_REDUCTION_DETECTION_MODE_WARNING);
+  UnstableReductionDetector detector;
+  ::absl::ScopedMockLog log;
+  EXPECT_CALL(log, Log(LogSeverity::kWarning, _, _)).Times(0);
+  EXPECT_CALL(log, Log(LogSeverity::kError, _, _)).Times(0);
+  log.StartCapturingLogs();
+  EXPECT_THAT(detector.Run(module.get(), /*execution_threads=*/{}),
+              IsOkAndHolds(false));
+  log.StopCapturingLogs();
+}
+
 }  // namespace
 }  // namespace xla

third_party/xla/xla/service/debug/unstable_reduction_finder.cc

@@ -24,6 +24,7 @@ limitations under the License.
 #include "xla/hlo/ir/hlo_opcode.h"
 #include "xla/primitive_util.h"
 #include "xla/service/pattern_matcher.h"
+#include "xla/shape.h"
 #include "xla/xla_data.pb.h"
 
 namespace xla {
@@ -62,7 +63,13 @@ bool IsKnownStableReduction(const HloReduceInstruction* reduction) {
     return true;
   }
 
-  return false;
+  Shape operand_shape = reduction->operand(0)->shape();
+  for (auto dim : reduction->dimensions()) {
+    if (operand_shape.dimensions(dim) != 1) {
+      return false;
+    }
+  }
+  return true;
 }
 
 }  // namespace