%1 = "tf.opB"() : () -> tensor<*xi1>
  %2 = "tf.opC"() : () -> tensor<*xi1>
  %3 = "tf.opD"() : () -> tensor<*xi32>
  %4 = "tf.opE"() : () -> tensor<*xi32>
  %5 = "tf.opF"() : () -> tensor<*xi32>
  %6 = "tf.opG"() : () -> tensor<*xf32>
  %7 = "tf.opH"() : () -> tensor<*xf32>
  %8 = "tf.opI"() : () -> tensor<*xf32>
  %9 = "tf.opJ"() : () -> tensor<*xi8>
  %10 = "tf.opK"() : () -> tensor<*xi16>
  %11 = "tf.opL"() : () -> tensor<*xi64>

  return
}

// -----

// CHECK-LABEL: func @launch_intermediate_usage
func.func @launch_intermediate_usage() {
  // CHECK: %[[ORIG_LAUNCH:[0-9]*]]:2 = "tf_device.launch"
  // CHECK: "tf.OpG"(%[[ORIG_LAUNCH]]#1
  // CHECK: %[[COMPILE_LAUNCH:[0-9]*]]:2 = "tf_device.launch"
  // CHECK: TPUCompileMlir
  // CHECK: "tf.OpA"(%[[COMPILE_LAUNCH]]#1
  // CHECK: "tf.OpC"
  // CHECK: "tf.OpB"(%[[COMPILE_LAUNCH]]#1

    %10:2 = tf_executor.island wraps "tf.opE"(%8#1) : (tensor<*xi32>) -> tensor<*xi32>
    %11:2 = tf_executor.island(%10#1) wraps "tf.opF"() : () -> tensor<i32>
    %12:2 = tf_executor.island wraps "tf.opG"(%10#0, %11#0) : (tensor<*xi32>, tensor<i32>) -> tensor<*xi32>
    %13 = tf_executor.ControlTrigger %2, %12#1, %9#1
    tf_executor.NextIteration.Sink[%3#1] %12#0, %13 : tensor<*xi32>
    tf_executor.fetch
  }

%1 = "tf.opB"() : () -> tensor<i32>
%2 = "tf.opC"() : () -> tensor<f32>
%3 = "tf.opD"() : () -> tensor<f32>
%4 = "tf.opE"() : () -> tensor<!tf_type.resource>
%5 = "tf.opF"() : () -> tensor<!tf_type.resource>
%6 = "tf.opG"() : () -> tensor<!tf_type.string>
%7 = "tf.opH"() : () -> tensor<!tf_type.string>
%8 = "tf.opI"() : () -> tensor<!tf_type.variant>
%9 = "tf.opJ"() : () -> tensor<i1>

github.com/onsi/ginkgo v1.11.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE=
github.com/onsi/ginkgo v1.12.1/go.mod h1:zj2OWP4+oCPe1qIXoGWkgMRwljMUYCdkwsT2108oapk=
github.com/onsi/ginkgo v1.14.0/go.mod h1:iSB4RoI2tjJc9BBv4NKIKWKya62Rps+oPG/Lv9klQyY=
github.com/onsi/ginkgo/v2 v2.17.3 h1:oJcvKpIb7/8uLpDDtnQuf18xVnwKp8DTD7DQ6gTd/MU=
github.com/onsi/ginkgo/v2 v2.17.3/go.mod h1:nP2DPOQoNsQmsVyv5rDA8JkXQoCs6goXIvr/PRJ1eCc=