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4 changes: 4 additions & 0 deletions README.md
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Expand Up @@ -40,9 +40,13 @@ semantics and functions, is available at [PyTorch.org](http://pytorch.org/xla/).
Google Cloud Platform lets you deploy PyTorch networks running on Cloud TPUs.
This guide is split into two parts:

* [Running on a Cloud TPU VM](#TPUVM)
* [Running on a single Cloud TPU](#CloudSingle)
* [Running on a Cloud TPU Pod](#Pod)

## <a name="TPUVM"></a> Running on a Cloud TPU VM
Please check out our [Cloud TPU VM User Guide](https://cloud.google.com/tpu/docs/pytorch-xla-ug-tpu-vm). Cloud TPU VM is currently on public preview and provides direct access to the TPU host. To learn more about the Cloud TPU System Architecture, please check out [this doc](https://cloud.google.com/tpu/docs/system-architecture-tpu-vm#tpu_vms).

## <a name="CloudSingle"></a> Running on a Single Cloud TPU

The following tutorials are available to help you train models on a single
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