// CHECK-LABEL: doNotConvertNonTrivialTransposeToReshape
func.func @doNotConvertNonTrivialTransposeToReshape(%arg0: tensor<6x6x256x1xf32>) -> tensor<1x6x6x256xf32> {
  // Note: The dimension 0 and 1 are swapped, so it's not trivial
  // (elements are not in the same order).
  %cst = arith.constant dense<[3, 1, 0, 2]> : tensor<4xi32>
  %0 = "tfl.transpose"(%arg0, %cst) : (tensor<6x6x256x1xf32>, tensor<4xi32>) -> tensor<1x6x6x256xf32>

  %0 = "tf.MatMul"(%a, %b) {transpose_a = true, transpose_b = true} : (tensor<7x5xf32>, tensor<11x7xf32>) -> tensor<5x11xf32>

  func.return %0 : tensor<5x11xf32>
}

// Verify that MatMul with ranked inputs are lowered to HLO.
// CHECK-LABEL: matmul_ranked
func.func @matmul_ranked(%a: tensor<?x7xf32>, %b: tensor<7x?xf32>) -> tensor<?x?xf32> {
  // CHECK: "mhlo.dot"

k=="string"&&!c(k))return F.warn("minmax-have-mixed-units",["The `min-*` and `max-*` variants are not supported with a `screens` configuration containing mixed units."]),[]}else return F.warn("mixed-screen-units",["The `min-*` and `max-*` variants are not supported with a `screens` configuration containing mixed units."]),[];else return F.warn("complex-screen-config",["The `min-*` and `max-*` variants are not supported with a `screens` configuration containing objects."]),[];return[`@media ${st(d...

	math "math"
	math_bits "math/bits"
	reflect "reflect"
	strings "strings"

	k8s_io_apimachinery_pkg_types "k8s.io/apimachinery/pkg/types"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

// This is a compile-time assertion to ensure that this generated file
// is compatible with the proto package it is being compiled against.

	math "math"
	math_bits "math/bits"
	reflect "reflect"
	strings "strings"

	k8s_io_apimachinery_pkg_types "k8s.io/apimachinery/pkg/types"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

// This is a compile-time assertion to ensure that this generated file
// is compatible with the proto package it is being compiled against.

	math "math"
	math_bits "math/bits"
	reflect "reflect"
	strings "strings"

	k8s_io_apimachinery_pkg_types "k8s.io/apimachinery/pkg/types"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

// This is a compile-time assertion to ensure that this generated file
// is compatible with the proto package it is being compiled against.

	math "math"
	math_bits "math/bits"
	reflect "reflect"
	strings "strings"

	intstr "k8s.io/apimachinery/pkg/util/intstr"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf

// This is a compile-time assertion to ensure that this generated file
// is compatible with the proto package it is being compiled against.

	math "math"
	math_bits "math/bits"
	reflect "reflect"
	strings "strings"
	time "time"

	k8s_io_apimachinery_pkg_types "k8s.io/apimachinery/pkg/types"
)

// Reference imports to suppress errors if they are not otherwise used.
var _ = proto.Marshal
var _ = fmt.Errorf
var _ = math.Inf
var _ = time.Kitchen

// This is a compile-time assertion to ensure that this generated file

// Code generated by running "go generate" in golang.org/x/text. DO NOT EDIT.

//go:build go1.14 && !go1.16

package norm

import "sync"

const (
	// Version is the Unicode edition from which the tables are derived.
	Version = "12.0.0"

	// MaxTransformChunkSize indicates the maximum number of bytes that Transform
	// may need to write atomically for any Form. Making a destination buffer at

// Code generated by running "go generate" in golang.org/x/text. DO NOT EDIT.

//go:build !go1.10

package norm

import "sync"

const (
	// Version is the Unicode edition from which the tables are derived.
	Version = "9.0.0"

	// MaxTransformChunkSize indicates the maximum number of bytes that Transform
	// may need to write atomically for any Form. Making a destination buffer at