# Release 0.10.0

## Major Features and Improvements

*   Added support for C++ shape inference
*   Added graph-construction C API
*   Major revision to the graph-construction C++ API
*   Support makefile build for iOS
*   Added Mac GPU support
*   Full version of TF-Slim available as `tf.contrib.slim`
*   Added k-Means clustering and WALS matrix factorization

* PodDisruptionBudget now uses [ControllerRef](https://github.com/kubernetes/community/blob/master/contributors/design-proposals/api-machinery/controller-ref.md) to make the right decisions about Pod eviction even if the built in application controllers have overlapping selectors.

### **Security**
#### Admission Control

### Additional Notable Feature Updates

- [Topology Manager](https://github.com/kubernetes/enhancements/issues/693), a new Kubelet component, aims to co-ordinate resource assignment decisions to provide optimized resource allocations.
- [IPv4/IPv6 dual-stack](https://kubernetes.io/docs/concepts/services-networking/dual-stack) enables the allocation of both IPv4 and IPv6 addresses to Pods and Services.

- Fixes a regression in the pod binding subresource to honor the `metadata.uid` precondition.
  This allows kube-scheduler to ensure it is assigns node names to the same instances of pods it made scheduling decisions for. ([#116776](https://github.com/kubernetes/kubernetes/pull/116776), [@alculquicondor](https://github.com/alculquicondor)) [SIG API Machinery and Testing]