CPC G06F 9/44505 (2013.01) [G06F 9/5083 (2013.01); G06F 13/1673 (2013.01); G06F 13/28 (2013.01); G06F 17/16 (2013.01); G06N 3/063 (2013.01)] | 20 Claims |
1. A method, comprising:
loading an application in a data processing array;
wherein the data processing array includes a plurality of compute tiles each having a processor;
wherein the application specifies kernels executable by the processors of the plurality of compute tiles and implements a plurality of stream channels that convey data to the plurality of compute tiles;
during runtime of the application, sequentially implementing a plurality of overlays in the data processing array, wherein each overlay implements a different mode of data movement in the data processing array via the stream channels; and
for each overlay implemented, performing a workload by moving data to the plurality of compute tiles based on the respective mode of data movement;
wherein the plurality of stream channels convey the data including feature maps and weights to the plurality of compute tiles executing the kernels, and wherein each overlay specifies a different allocation of the feature maps and the weights to the plurality of stream channels.
|