}

}

//go:noinline
func mul3(a uint32) uint64 {
	return uint64(a * 3)
}

func testMul() {
	got := mul3(1<<32 - 1)
	want := uint64((1<<32-1)*3 - 2<<32)
	if got != want {
		fmt.Printf("testMul: got %x want %x\n", got, want)
	}

  ASSERT_NO_FATAL_FAILURE(CompareNumericalAndManualGradients(
      MatMulModel, ctx_.get(), {A.get(), B.get()}, 0, expected_dA, 4,
      UseFunction()));
}

TEST_P(GradientCheckerTest, TestMul) {
  AbstractTensorHandlePtr x;
  {
    AbstractTensorHandle* x_raw = nullptr;
    Status s =
        TestScalarTensorHandle<float, TF_FLOAT>(ctx_.get(), 2.0f, &x_raw);

  %0 = "tfl.sub"(%arg0, %arg1) {fused_activation_function = "NONE"} : (tensor<10x10x10xf32>, tensor<10xf32>) -> tensor<10x10x10xf32>
  func.return %0 : tensor<10x10x10xf32>
}

func.func @testMul(%arg0: tensor<10x10x10xf32>, %arg1: tensor<10x10x10xf32>) -> tensor<10x10x10xf32> {
  // CHECK: _arithmetic_count = 1000 : i64

		}

		// i *= x in GF(2) modulo the polynomial
		i <<= 1
		if i&0x100 != 0 {
			i ^= poly
		}
	}
	return s
}

// Test all mul inputs against bit-by-bit n² algorithm.
func TestMul(t *testing.T) {
	for i := uint32(0); i < 256; i++ {
		for j := uint32(0); j < 256; j++ {
			// Multiply i, j bit by bit.
			s := uint8(0)
			for k := uint(0); k < 8; k++ {
				for l := uint(0); l < 8; l++ {

}

func checkMul(a, b []byte) bool {
	var x, y, z1 Int
	x.SetBytes(a)
	y.SetBytes(b)
	z1.Mul(&x, &y)

	var z2 Int
	z2.SetBytes(mulBytes(a, b))

	return z1.Cmp(&z2) == 0
}

func TestMul(t *testing.T) {
	if err := quick.Check(checkMul, nil); err != nil {
		t.Error(err)
	}
}

var mulRangesZ = []struct {
	a, b int64
	prod string
}{

	for i, test := range tests {
		test.a.Add(test.b)
		if test.a.Cmp(test.expected) != 0 {
			t.Errorf("[%d] Expected %q, got %q", i, test.expected.String(), test.a.String())
		}
	}
}

func TestMul(t *testing.T) {
	tests := []struct {
		a        Quantity
		b        int64
		expected Quantity
		ok       bool
	}{
		{decQuantity(10, 0, DecimalSI), 10, decQuantity(100, 0, DecimalSI), true},

  %0 = tfl.sub %arg0, %arg1 {fused_activation_function = "RELU6"} : tensor<? x i64>
  func.return %0#0 : tensor<? x i64>
}

// CHECK-LABEL: testMul
func.func @testMul(tensor<? x i32>, tensor<? x i32>) -> tensor<? x i32> {
^bb0(%arg0: tensor<? x i32>, %arg1: tensor<? x i32>):
  // CHECK: tfl.mul %arg0, %arg1 {fused_activation_function = "RELU6"}

  func.return %0 : tensor<4x1xcomplex<f32>>
}

// -----

// CHECK-LABEL: func @testMul
func.func @testMul(%arg0: tensor<2xui16>) -> (tensor<2xui16>) {
  %0 = "tf.Mul"(%arg0, %arg0) {T = "tfdtype$DT_UINT16", device = "/device:CPU:0", name = "Mul"} : (tensor<2xui16>, tensor<2xui16>) -> tensor<2xui16>

func fromStandard(h http.HandlerFunc) restful.RouteFunction {
	return func(req *restful.Request, resp *restful.Response) {
		h(resp, req.Request)
	}
}

func (s *OpenIDMetadataServer) serveConfiguration(w http.ResponseWriter, req *http.Request) {
	w.Header().Set(restful.HEADER_ContentType, restful.MIME_JSON)
	w.Header().Set(headerCacheControl, cacheControl)

	versionWS := new(restful.WebService)
	versionWS.Path("/version")
	versionWS.Doc("git code version from which this is built")
	versionWS.Route(
		versionWS.GET("/").To(v.handleVersion).
			Doc("get the code version").
			Operation("getCodeVersion").
			Produces(restful.MIME_JSON).
			Consumes(restful.MIME_JSON).
			Writes(version.Info{}))

	c.Add(versionWS)
}