llvm::StringRef device, Value resource,
    llvm::SmallDenseMap<ResourceHandle, int64_t> &resource_handle_id_map,
    int64_t &next_id) {
  // Always create a new ID for anonymous handle.
  if (IsResourceHandleAnonymous(shared_name)) return {resource, next_id++};

  ResourceHandle handle(container, shared_name, device, /*op=*/nullptr);
  auto emplace_res = resource_handle_id_map.try_emplace(handle, next_id);

};

//===----------------------------------------------------------------------===//
// TensorFlow Resource Handles.
//===----------------------------------------------------------------------===//

inline bool IsResourceHandleAnonymous(StringRef name) {
  return name == ::tensorflow::ResourceHandle::ANONYMOUS_NAME;
}

// Helper struct representing an identifier for a resource handle. For resource