}) : () -> tensor<f32>
  return %0 : tensor<f32>
}
```
### `-tf-extract-tpu-copy-with-dynamic-shape-op`

_Extract the TPUCopyWithDynamicShapeOp out of the host launch and place it on device launch_

This pass looks for TPUCopyWithDynamicShapeOp which wraps in a
`tf_device.launch` with host device attribute. It extracts the ops and wrap
them in `tf_device.launch` with tpu device attribute so that ops can be

}

def TF_TPUAnnotateTensorsWithDynamicShapeOp : TF_Op<"TPUAnnotateTensorsWithDynamicShape", [Pure]> {
  let summary = [{
Placeholder op which takes the output of TPUCopyWithDynamicShapeOp and pass
them to the following tpu ops.
  }];

  let description = [{
This op serves as an annotation for the dynamic shaped tensor and will be
removed during the bridge rewrite.
  }];