Colab notebooks

TensorFlow Colab notebooks

• Fashion MNIST with Keras and TPU

  Train, export, and deploy the fashion MNIST model.

• MNIST with Keras and TPU

  Train, export, and deploy the MNIST model.

• Classification of flowers using TPUEstimator

  TPUEstimator is only supported by TensorFlow 1.x. If you are writing a model with TensorFlow 2.x, use [Keras](https://keras.io/about/) instead. Train, evaluate, and generate predictions using TPUEstimator and Cloud TPUs. Use the iris dataset to predict the species of flowers.

• Shakespeare with Keras and TPU

  Use Keras to build and train a language model on Cloud TPU.

• Profiling TPUs in Colab

  Profile an image classification model on Cloud TPUs.

• Custom training with TPUs

  Create a model with Keras with a custom training loop.

PyTorch Colab notebooks

• PyTorch/TPU MNIST Demo

  Train the MNIST model using TensorFlow 1.x.

• PyTorch/TPU ResNet18/CIFAR10 Demo

  Train the ResNet18 model using TensorFlow 1.x.

• PyTorch/TPU ResNet50 Inference Demo

  Train the ResNet50 model using TensorFlow 1.15.