Scaling up Keras with Estimators
Kerala scaling with estimators Did you know that you can convert the Keras model to the TensorFlow Estimator? It offers you a whole host of distributed training and scaling around options. We are going to develop a Keras model to run on a scale by converting it into a tensor flow estimator. Complete Keras model, Estimator So we have the Keras model; Easy to define, clear to read, and friendly to help. But we don't do it well for scaling on large datasets or running across multiple machines. Fortunately, Keras and TensorFlow have some great interactive features. All we want to do is convert our Keras model into a TensorFlow estimator, which comes with built-in distribution training. This is our ticket to solve our scale challenges. Also, it makes it easier to serve the model once our training is complete. Knight Gritty The function we are interested in is called Model_to_estimator. The "model" part refers to the Keras model, while the "estima