Tensor Processing Units (TPUs) are deep-learning specialized hardware accelerators available through Kaggle and Google Colab.
Getting Started: TPUs + Cassava Leaf Disease is a Kaggle notebook built for anyone interested in creating a baseline model using Tensor Processing Units (TPUs) and begin making submissions to the Cassava Leaf Disease Classification competition. If you’ve taken the Kaggle Intro to Deep Learning and//or the Kaggle Computer Vision course you’ll find this notebook to be a good starting place to bridge what you’ve learned in our micro-courses and applying that knowledge to get started in a competition.
Getting Started: Rainforest EDA with TFRecords is a Kaggle Notebook that walks through an introductory-level exploratory data analysis (EDA) using the TensorFlow Simple audio recognition: Recognizing keywords tutorial and applying those learnings to the TFRecords that are available in the Rainforest Connection Species Audio Detection competition.
TPUs, systolic arrays, and bfloat16 multipliers: accelerate your deep learning
Learn With Me: Getting Started with Tensor Processing Units
Learn With Me: Troubleshooting and Optimizing for TPUs