Efficient Per-Example Gradient Computations in Convolutional Neural Networks

Gaspar Rochette, Andre Manoel, Eric W. Tramel

Deep learning frameworks leverage GPUs to perform massively-parallel computations over batches of many training examples efficiently. However, for certain tasks, one may be interes…