// Running operations with input tensors on the wrong device will fail.
  TFE_DEVICE_PLACEMENT_EXPLICIT = 0,
  // Copy the tensor to the right device but log a warning.
  TFE_DEVICE_PLACEMENT_WARN = 1,
  // Silently copy the tensor, which has a performance cost since the operation
  // will be blocked till the copy completes. This is the default placement
  // policy.
  TFE_DEVICE_PLACEMENT_SILENT = 2,

enum ContextDevicePlacementPolicy {
  // Running operations with input tensors on the wrong device will fail.
  DEVICE_PLACEMENT_EXPLICIT = 0,
  // Copy the tensor to the right device but log a warning.
  DEVICE_PLACEMENT_WARN = 1,
  // Silently copy the tensor, which has a performance cost since the operation
  // will be blocked till the copy completes. This is the default policy.
  DEVICE_PLACEMENT_SILENT = 2,

    const TF_FilesystemPluginInfo* info, int index) {
  TF_RETURN_IF_ERROR(ValidateScheme(info->ops[index].scheme));
  TF_RETURN_IF_ERROR(ValidateABI(&info->ops[index]));
  ValidateAPI(&info->ops[index]);  // we just warn on API number mismatch
  TF_RETURN_IF_ERROR(ValidateOperations(&info->ops[index]));
  TF_RETURN_IF_ERROR(RegisterFileSystem(info, index));
  return OkStatus();
}

  /// and any buffers need to be allocated through filesystem allocation API.
  /// Filesystems may choose to ignore configuration errors but should at least
  /// display a warning or error message to warn the users.
  ///
  /// Plugins:
  ///   * Must set `status` to `TF_OK` if options are updated.
  ///   * Might use any other error value for `status` to signal other errors.
  ///

        TensorFlow Trackable object (e.g. `tf.Module`, Keras Layers and models).

*   `tf.vectorized_map`:

    *   Added an optional parameter: `warn`. This parameter controls whether or
        not warnings will be printed when operations in the provided `fn` fall
        back to a while loop.

*   XLA: