Deep Learning Intermediate
input generator
A mechanism by which data is loaded into a neural network.
Plain English Explanation
A mechanism by which data is loaded into a neural network. An input generator can be thought of as a component responsible for processing raw data into tensors which are iterated over to generate batches for training, evaluation, and inference.
How is it used?
Practitioners refer to input generator when building, training, or evaluating machine learning systems. It appears in research papers, product documentation, and technical discussions about AI capabilities and limitations.