- How many backend implementations are supported by TensorFlow.js?
- Which executes MNIST prediction the fastest: MobileNet, WebGL, or Node.js?
- Write a benchmark that shows the poor performance of a WebGL backend compared to a vanilla CPU backend.
- What compatibility can we use to reshape tensors? For example, we can reshape a tensor with the shape [2, 3] and make it [1, 2, 3], but we cannot make it [2, 2, 3]. Why?
- What is the main disadvantage of using the asynchronous API to download data from a tensor?
- How can we track training progress using tf-vis? What type of API can we use?
