apiVersion: release-notes/v2
kind: feature
area: istioctl
issue:
  - 50396
releaseNotes:
- |

package bigmod

import "internal/cpu"

// amd64 assembly uses ADCX/ADOX/MULX if ADX is available to run two carry
// chains in the flags in parallel across the whole operation, and aggressively
// unrolls loops. arm64 processes four words at a time.
//
// It's unclear why the assembly for all other architectures, as well as for
// amd64 without ADX, perform better than the compiler output.

            return FormatType.FAVORITES;
        }
        if (FormatType.PING.name().equals(type)) {
            return FormatType.PING;
        }
        if (FormatType.SCROLL.name().equals(type)) {
            return FormatType.SCROLL;
        }
        if (FormatType.SUGGEST.name().equals(type)) {
            return FormatType.SUGGEST;
        }

        // default
        return FormatType.OTHER;
    }

	MOVQ x+24(FP), R8
	MOVQ y+48(FP), R9
	MOVQ z+0(FP), R10

	MOVQ $0, CX		// c = 0
	MOVQ $0, SI		// i = 0

	// s/JL/JMP/ below to disable the unrolled loop
	SUBQ $4, DI		// n -= 4
	JL V1			// if n < 0 goto V1

U1:	// n >= 0
	// regular loop body unrolled 4x
	ADDQ CX, CX		// restore CF
	MOVQ 0(R8)(SI*8), R11
	MOVQ 8(R8)(SI*8), R12
	MOVQ 16(R8)(SI*8), R13
	MOVQ 24(R8)(SI*8), R14
	ADCQ 0(R9)(SI*8), R11

opt<bool> unfold_batchmatmul(
    "unfold_batchmatmul",
    llvm::cl::desc(
        "Whether to unfold TF BatchMatMul to a set of TFL FullyConnected ops."),
    llvm::cl::init(false));

// NOLINTNEXTLINE
opt<bool> unfold_large_splat_constant(
    "unfold-large-splat-constant",
    llvm::cl::desc("Whether to unfold large splat constant tensors to reduce "
                   "the generated model size."),

	MOVD $0, R4  // c = 0
	MOVD $0, R0  // make sure it's zero
	MOVD $0, R10 // i = 0

	// s/JL/JMP/ below to disable the unrolled loop
	SUB $4, R3
	BLT v1
	SUB $12, R3 // n -= 16
	BLT A1      // if n < 0 goto A1

	MOVD R8, R5
	MOVD R9, R6
	MOVD R2, R7

	// n >= 0
	// regular loop body unrolled 16x
	VZERO V0 // c = 0

UU1:
	VLM  0(R5), V1, V4    // 64-bytes into V1..V8
	ADD  $64, R5

			if err != nil {
				return fmt.Errorf("failed to create Kubernetes client: %v", err)
			}
			ns := ctx.NamespaceOrDefault(ctx.Namespace())
			// If a user decides to enroll their namespace with a waypoint, verify that they have labeled their namespace as ambient.
			// If they don't, the user will be warned and be presented with the command to label their namespace as ambient if they

// RUN: odml-to-stablehlo-opt %s -unfold-splat-constant-pass -cse -verify-diagnostics | FileCheck %s

// CHECK-LABEL: @unfold_splat_constant_float
func.func @unfold_splat_constant_float() -> tensor<1x750xf32> {
  %cst = mhlo.constant dense<7.680000e+02> : tensor<1x750xf32>
  func.return %cst : tensor<1x750xf32>

  // CHECK-DAG: %0 = mhlo.constant dense<7.680000e+02> : tensor<f32>

            docIds.addAll(resultIds);
            Map<String, Object> scrollBody = new HashMap<>();
            scrollBody.put("scroll", "1m");
            scrollBody.put("scroll_id", scrollId);
            response = given().contentType("application/json").body(scrollBody).get(getEsUrl() + "/_search/scroll");
            jsonPath = JsonPath.from(response.asString());
        }

        for (String docId : docIds) {

import javax.annotation.Nullable;
import java.util.List;

/**
 * Determines whether a specific scenario within a performance test should run.
 *
 * This is used as a workaround for not being able to add a test filter for unrolled Spock tests.
 */
public class TestScenarioSelector {
    private static final String TEST_PROJECT_PROPERTY_NAME = "org.gradle.performance.testProject";

    public static boolean shouldRun(String testId) {