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At Intel we are already addressing these needs with the Lava software framework, which can support a variety of computing backends and provides a common framework within which algorithms and code can be shared and reused across teams. Lava is available free on github and offers permissive licensing. The idea of Lava was positively received by the audience and panelists, with some asking how they could get started.
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