### Example Tools to Run at Startup

Some examples of the tools that can do this job are:

* Docker
* Kubernetes
* Docker Compose
* Docker in Swarm Mode
* Systemd
* Supervisor
* Handled internally by a cloud provider as part of their services
* Others...

I'll give you more concrete examples in the next chapters.

## Restarts

## Replication - Number of Processes

		{
			inputConfig:     `<BucketLifecycleConfiguration><Rule><Expiration><Days>30</Days><ExpiredObjectAllVersions>true</ExpiredObjectAllVersions></Expiration><Transition><Days>10</Days><StorageClass>WARM-1</StorageClass></Transition><Filter></Filter><Status>Enabled</Status></Rule></BucketLifecycleConfiguration>`,
			objectName:      "foodir/fooobject",

	res, err := er.NewMultipartUpload(ctx, bucket, object, ropts)
	if err != nil {
		return setRestoreHeaderFn(oi, err)
	}

	var uploadedParts []CompletePart
	var rs *HTTPRangeSpec
	// get reader from the warm backend - note that even in the case of encrypted objects, this stream is still encrypted.
	gr, err := getTransitionedObjectReader(ctx, bucket, object, rs, http.Header{}, oi, opts)
	if err != nil {

    * Does not support gradients.
    * See `tf.types.experimental.AtomicFunction` documentation for how to call and use it.

*   `tf.data`:

    *   Moved option `warm_start` from `tf.data.experimental.OptimizationOptions` to `tf.data.Options`.

*   `tf.lite`:

    *   `sub_op` and `mul_op` support broadcasting up to 6 dimensions.