abstract |
Select a neural network using an amount of memory to be used. In at least one embodiment, a processor includes one or more circuits to cause one or more neural networks (Fig 41A, 4100) to be selected from a plurality of neural networks based, at least in part, on an amount of memory to be used by the one or more neural networks (Fig 41A, 4100). A further embodiment discloses the storage of parameters of the neural networks in memories. Another further embodiment discloses the neural networks to be performing the task of medical image segmentation. The chosen neural networks satisfy a memory constraint 4304, and the network may be chosen using topology search space and cell search space identifications. Connection patterns of neural network layers and their probabilities may be used to perform the searches. |