if (!matchPattern(max, m_Constant(&max_value))) return failure();

    int quant_dim = -1;
    if (PerAxis) {
      // This is a special case that the quant_dim is the last dimensions
      // according to the tf.FakeQuantWithMinMaxPerChannel.
      quant_dim = mlir::cast<ShapedType>(res.getType()).getRank() - 1;
    }
    // Use the min/max from the operands and the num_bits and narrow_range

      // to match the input dimensions. In case both the dimensions are one,
      // reducing the dimension has no effect. We choose to reduce such
      // dimensions to match the TensorFlow kernel behavior. However, note that
      // the TF behavior in this case is inconsistent with the case with the
      // same shapes.
      r0.push_back(idx);
      r1.push_back(idx);
    }

TEXT ·LoadAcquintptr(SB),NOSPLIT|NOFRAME,$0-8
	B 	·Load(SB)

TEXT ·Casint32(SB),NOSPLIT,$0-13
	B	·Cas(SB)

TEXT ·Casint64(SB),NOSPLIT,$-4-21
	B	·Cas64(SB)

TEXT ·Casuintptr(SB),NOSPLIT,$0-13
	B	·Cas(SB)

TEXT ·Casp1(SB),NOSPLIT,$0-13
	B	·Cas(SB)

TEXT ·CasRel(SB),NOSPLIT,$0-13
	B	·Cas(SB)

TEXT ·Loadint32(SB),NOSPLIT,$0-8
	B	·Load(SB)

TEXT ·Loadint64(SB),NOSPLIT,$-4-12
	B	·Load64(SB)

	case C_S16CON:
		return cmp(C_U15CON, b)
	case C_U16CON:
		return cmp(C_U15CON, b)
	case C_16CON:
		return cmp(C_S16CON, b) || cmp(C_U16CON, b)
	case C_U31CON:
		return cmp(C_U16CON, b)
	case C_U32CON:
		return cmp(C_U31CON, b)
	case C_S32CON:
		return cmp(C_U31CON, b) || cmp(C_S16CON, b)
	case C_32CON:
		return cmp(C_S32CON, b) || cmp(C_U32CON, b)
	case C_S34CON:

	case *ExprStmt:
		Walk(v, n.X)

	case *SendStmt:
		Walk(v, n.Chan)
		Walk(v, n.Value)

	case *IncDecStmt:
		Walk(v, n.X)

	case *AssignStmt:
		walkList(v, n.Lhs)
		walkList(v, n.Rhs)

	case *GoStmt:
		Walk(v, n.Call)

	case *DeferStmt:
		Walk(v, n.Call)

	case *ReturnStmt:
		walkList(v, n.Results)

	case *BranchStmt:
		if n.Label != nil {
			Walk(v, n.Label)
		}

	case DestinationRule_v1beta1:
		return false
	case DestinationRule_v1:
		return false
	case EndpointSlice:
		return false
	case Endpoints:
		return false
	case EnvoyFilter:
		return false
	case GRPCRoute:
		return false
	case GRPCRoute_v1alpha2:
		return false
	case Gateway:
		return false
	case Gateway_v1beta1:
		return false
	case Gateway_v1:
		return false
	case GatewayClass:

	case ObjectAccessedHead:
		return "s3:ObjectAccessed:Head"
	case ObjectAccessedAttributes:
		return "s3:ObjectAccessed:Attributes"
	case ObjectCreatedAll:
		return "s3:ObjectCreated:*"
	case ObjectCreatedCompleteMultipartUpload:
		return "s3:ObjectCreated:CompleteMultipartUpload"
	case ObjectCreatedCopy:
		return "s3:ObjectCreated:Copy"
	case ObjectCreatedPost:
		return "s3:ObjectCreated:Post"
	case ObjectCreatedPut:

		return 36
	case 7:
		return 49
	case 8:
		return 64
	default:
		return x * x
	}
}

// use jump tables for 8+ string lengths
func length(x string) int {
	// amd64:`JMP\s\(.*\)\(.*\)$`
	// arm64:`MOVD\s\(R.*\)\(R.*<<3\)`,`JMP\s\(R.*\)$`
	switch x {
	case "a":
		return 1
	case "bb":
		return 2
	case "ccc":
		return 3
	case "dddd":
		return 4
	case "eeeee":
		return 5
	case "ffffff":

	case *ast.DeferStmt:
		return 1 << nDeferStmt
	case *ast.Ellipsis:
		return 1 << nEllipsis
	case *ast.EmptyStmt:
		return 1 << nEmptyStmt
	case *ast.ExprStmt:
		return 1 << nExprStmt
	case *ast.Field:
		return 1 << nField
	case *ast.FieldList:
		return 1 << nFieldList
	case *ast.File:
		return 1 << nFile
	case *ast.ForStmt:
		return 1 << nForStmt
	case *ast.FuncDecl:
		return 1 << nFuncDecl

func GetShortType(typeURL string) string {
	switch typeURL {
	case ClusterType:
		return "CDS"
	case ListenerType:
		return "LDS"
	case RouteType:
		return "RDS"
	case EndpointType:
		return "EDS"
	case SecretType:
		return "SDS"
	case NameTableType:
		return "NDS"
	case ProxyConfigType:
		return "PCDS"
	case ExtensionConfigurationType:
		return "ECDS"
	case AddressType, WorkloadType:
		return "WDS"