TF 2.0 is currently in beta and hence is still under development. Some key features that are coming up include modifications to packages such as TensorBoard, TensorFlow Lite, TensorFlow.js, Swift for TensorFlow, and TensorFlow Extended, and small changes being made to the base API. TensorBoard will see enhancements such as improved hyperparameter-tuning capabilities, the introduction of hosting capabilities to make sharing dashboards easy, and enabling plugins to use different frontend technologies, such as ReactJS. TensorFlow Lite will see increased coverage of supported operations, an easier conversion of TF 2.0 models to TFLite, and extended support for Edge TPUs and AIY boards. Both TensorFlow.js and Swift for TensorFlow will see improvements in speed and performance, and will soon include a rich set of examples and getting-started guides with end-to-end...
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