TensorFlow Sequential API This enables customers to stack layers one after the opposite, simply creating linear fashions the place every layer’s enter is all the time the output of the earlier layer. However what in case your mannequin must deal with a number of inputs or outputs, shared layers, or nonlinear connections? In these situations, TensorFlow operate API Extra superior, versatile, and customizable fashions could be constructed, permitting customers to simply design the advanced architectures talked about above.
On this article we are going to cowl:
- What’s Useful API?
- How you can construct a easy mannequin utilizing the Useful API
TensorFlow Useful API This can be a strategy to create a mannequin whose layers are related like a community graph. Sequential API. Think about constructing with Lego blocks. Whereas the sequential API permits you to merely stack blocks, the purposeful API permits you to construct bridges, towers, and paths that join totally different areas.
