Abstract: In various embodiments, a dispatch application performs multiply-accumulate (“MAC”) computations across parallel processing elements. In operation, the dispatch application determines a first quantity of iterations associated with a given MAC computation. The dispatch application determines a maximum number of tasks that can execute concurrently across a set of parallel processing elements. Subsequently, the dispatch application causes the maximum number of tasks to be executed concurrently across the set of parallel processing elements in order to perform the MAC computation. During execution, each task performs a substantially similar number of the first quantity of iterations. Relative to conventional tile-based approaches to performing MAC computations across parallel processing elements, the dispatch application can more evenly distribute iterations across the different parallel processing elements.

Abstract: A method, computer readable medium, and system are disclosed for processing a segmented data set. The method includes the steps of receiving a data structure storing a plurality of values segmented into a plurality of sequences; assigning a plurality of processing elements to process the plurality of values; and processing the plurality of values by the plurality of processing elements according to a merge-based algorithm. Each processing element in the plurality of processing elements identifies a portion of values in the plurality of values allocated to the processing element based on the merge-based algorithm. In one embodiment, the processing elements are threads executed in parallel by a parallel processing unit.

Abstract: A method, computer readable medium, and system are disclosed for processing a segmented data set. The method includes the steps of receiving a data structure storing a plurality of values segmented into a plurality of sequences; assigning a plurality of processing elements to process the plurality of values; and processing the plurality of values by the plurality of processing elements according to a merge-based algorithm. Each processing element in the plurality of processing elements identifies a portion of values in the plurality of values allocated to the processing element based on the merge-based algorithm. In one embodiment, the processing elements are threads executed in parallel by a parallel processing unit.