## Keywords Reduced model run time by 85% with Google Cloud TPUs and streaming data to the model in batches which allowed the team to place in the top 15%. Keras, Tensorflow. Utilized Google Collab’s TPUs to improve performance of Convolutional Neural Network (CNN). IMAGE: Get a speed image. Fast car or blurred nightitme lights? ## The Problem As part of a team in a data science competition, our team couldn't finish the training on our local laptops - the models ran too long. But you could use any model, and the process would be the same. FIND AN EXISTING NOTEBOOK FROM GOOGLE AND RUN IT OVER IN TPUS