This repository is the TPU Chapter for 简单粗暴TensorFlow | A Concise Handbook of TensorFlow
Book Chapter: TPU for Tensorflow - https://huan.github.io/tensorflow-handbook-tpu/
Install gcsfuse to mount Googl Cloud Storage Bucket.
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- 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
Huan (李卓桓), Google Developers Expert in Machine Learning (ML GDE), zixia@zixia.net
- Code & Docs © 2019 - now Huan LI <zixia@zixia.net>
- Code released under the Apache-2.0 License
- Docs released under Creative Commons