TensorFlow 2 Handbook for TPU on Google Cloud

This repository is the TPU Chapter for TensorFlow | A Concise Handbook of TensorFlow

Book Chapter: TPU for Tensorflow - https://huan.github.io/tensorflow-handbook-tpu/

INSTALL

Moung Google Storage Bucket as Local Directory

Install gcsfuse to mount Googl Cloud Storage Bucket.

https://github.com/GoogleCloudPlatform/gcsfuse/blob/master/docs/installing.md#ubuntu-and-debian-latest-releases

export GCSFUSE_REPO=gcsfuse-`lsb_release -c -s`
echo "deb http://packages.cloud.google.com/apt $GCSFUSE_REPO main" | sudo tee /etc/apt/sources.list.d/gcsfuse.list
curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key add -

sudo apt-get update
sudo apt-get install gcsfuse

Links

• Reference models and tools for Cloud TPUs
• Tensorflow Official Document: Distribute Strategy - TPUStrategy
• Tensorflow Official Guide: Using TPUs
• Distributed Training in TensorFlow: Strategy
• Distributed training in TensorFlow: Keras
• Running MNIST on Cloud TPU

Author

Huan (), Google Developers Expert in Machine Learning (ML GDE), [email protected]

Copyright & License

• Code & Docs 2019 - now Huan LI <[email protected]>
• Code released under the Apache-2.0 License
• Docs released under Creative Commons