^bb0(%arg0: tensor<1x2xf32>):
  %cst_0 = arith.constant dense<[1, 0]> : tensor<2xi32>
  %0 = "tfl.quantize"(%arg0){qtype = tensor<1x2x!quant.uniform<u8:f32, 1.0>>}: (tensor<1x2xf32>) -> (tensor<1x2x!quant.uniform<u8:f32, 1.0>>)
  %1 = "tfl.dequantize"(%0): (tensor<1x2x!quant.uniform<u8:f32, 1.0>>) -> (tensor<1x2xf32>)
  %2 = "tf.Transpose"(%1, %cst_0): (tensor<1x2xf32>, tensor<2xi32>) -> tensor<2x1xf32>
  func.return %2 : tensor<2x1xf32>

  virtual APInt quantizeFloatToInt(APFloat expressed_value) const {
    // This function is a performance critical code path in quantization
    // since it runs for each single float parameter value.

    // Specialize f32->u8/i8 case to optimize performance.
    if (&expressed_value.getSemantics() == &APFloat::IEEEsingle() &&
        storage_bit_width_ == 8 &&
        round_mode_ == llvm::APFloatBase::rmNearestTiesToAway) {

type U3 interface { M; m() }
type U4 interface { M; M; M }
type U5 interface { U1; U2; U3; U4 }

type U6 interface { m(); m /* ERROR "duplicate method" */ () }
type U7 interface { M32 /* ERROR "duplicate method" */ ; m() }
type U8 interface { m(); M32 /* ERROR "duplicate method" */ }
type U9 interface { M32; M64 /* ERROR "duplicate method" */ }

// Verify that repeated embedding of the same interface(s)

				a = str(i)
				a = f(a.(string))
				runtime.Gosched()
			}
		},
	},
	modifier{
		name: "structT",
		t: func() {
			s := newStructT()
			for i := 0; i < mods; i++ {
				s.u8++
				s.u16++
				s.u32++
				s.u64++
				s.i8++
				s.i16++
				s.i32++
				s.i64++
				s.f32 *= 1.01
				s.f64 *= 1.01
				s.c64 = complex(real(s.c64)*1.01, imag(s.c64)*1.01)

	// uint
	u0 = uint(1)
	u1 uint = u0
	u2 = +1
	u3 = +u0
	u4 uint = +1
	u5 uint = +u4
	u6 = -1
	u7 = -u0
	u8 uint = - /* ERROR "overflows" */ 1
	u9 uint = -u4
	u10 = !u0 /* ERROR "not defined" */
	u11 = ^1
	u12 = ^i0
	u13 uint = ^ /* ERROR "overflows" */ 1
	u14 uint = ^u4
	u15 = *u0 /* ERROR "cannot indirect" */
	u16 = &u0

	M unmarshalerText
}

// u8marshal is an integer type that can marshal/unmarshal itself.
type u8marshal uint8

func (u8 u8marshal) MarshalText() ([]byte, error) {
	return []byte(fmt.Sprintf("u%d", u8)), nil
}

var errMissingU8Prefix = errors.New("missing 'u' prefix")

func (u8 *u8marshal) UnmarshalText(b []byte) error {
	if !bytes.HasPrefix(b, []byte{'u'}) {
		return errMissingU8Prefix
	}

    %1:2 = "tfl.unpack"(%0) {axis = 0 : i32, num = 2 : i32} : (tensor<2x!quant.uniform<u8:f32, 0.007:128>>) -> (tensor<*x!quant.uniform<u8:f32, 0.007:128>>, tensor<*x!quant.uniform<u8:f32, 0.007:128>>)
    func.call @quant_fn(%1#0) : (tensor<*x!quant.uniform<u8:f32, 0.007:128>>) -> ()

    func.return %1#1 : tensor<*x!quant.uniform<u8:f32, 0.007:128>>
  }

  // CHECK-LABEL: fakeQuantArgsTrue
  // CHECK: "tfl.quantize"(%arg0) <{qtype = tensor<8x8x8x8x!quant.uniform<u8<1:255>:f32, 0.001181102379804521:86>>}> : (tensor<8x8x8x8xf32>) -> tensor<8x8x8x8x!quant.uniform<u8<1:255>:f32, 0.001181102379804521:86>>
  // CHECK: %1 = "tfl.dequantize"(%0) : (tensor<8x8x8x8x!quant.uniform<u8<1:255>:f32, 0.001181102379804521:86>>) -> tensor<8x8x8x8xf32>
}

		i8test(a, b, -101)
	}
}

func u8rand() uint8 {
	a := uint8(rand.Uint32())
	a >>= uint(rand.Intn(8))
	return a
}

func u8test(a, b, c uint8) {
	d := a % c
	if d != b {
		println("u8", a, b, c, d)
		panic("fail")
	}
}

func u8run() {
	var a, b uint8

	for i := 0; i < Count; i++ {
		a = u8rand()

		b = a % 1
		u8test(a, b, 1)
		b = a % 2
		u8test(a, b, 2)

  %shape = arith.constant dense<[40, 40]> : tensor<2xi32>
  %1 = "tfl.reshape"(%arg0, %shape) : (tensor<40x40x1x!quant.uniform<u8:f32, 0.024701418355107307:175>>, tensor<2xi32>) -> tensor<40x40x!quant.uniform<u8:f32, 0.024701418355107307:175>>