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Keras Interview Questions and Answers

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Question - Define the following terms: TensorFlow Cloud, TensorFlow.js and TensorFlow Lite.

Answer - TensorFlow Cloud is managed by the Keras team at Google that refers to a set of utilities to help you run large-scale Keras training jobs on GCP with very little configuration effort. Running your experiments on 8 or more GPUs in the cloud should be as easy as calling model.fit(). TensorFlow.js is TensorFlow’s JavaScript runtime, capable of running TensorFlow models in the browser or on a Node.js server, both for training and inference. It natively supports loading Keras models, including the ability to fine-tune or retrain your Keras models directly in the browser. TensorFlow Lite is a runtime for an efficient on-device inference that has native support for Keras models. Deploy your models on Android, iOS, or on embedded devices.

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