Webinar 2022 Using Tensorboard to debug and profile neural network models

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Tensorflow is one of the most popular machine learning platforms. It provides not only APIs for building machine learning models but also tools that help users to diagnose training problems and profile the training performance. In this seminar, we will start with an overview of Tensorboard, a collection of tools that come with Tensorflow, with the focus on the debugger and the profiler. We will demonstrate how to debug and optimize the training process by using these tools.