An Asynchronous API for Numerical Linear Algebra
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Abstract
We present a task-parallel asynchronous API for numerical
linear algebra that utilizes multiple CPUs, multiple GPUs, or a combination of
both. Furthermore, we present a wrapper of this interface for use in MATLAB. Our
API imposes only small overheads, scales perfectly to two processor cores, and
shows even better performance when utilizing computational resources on the GPU.
linear algebra that utilizes multiple CPUs, multiple GPUs, or a combination of
both. Furthermore, we present a wrapper of this interface for use in MATLAB. Our
API imposes only small overheads, scales perfectly to two processor cores, and
shows even better performance when utilizing computational resources on the GPU.
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Proposal for Special Issue Papers