EXECUTING COMPUTATIONAL GRAPHS ON GRAPHICS PROCESSING UNITS

EXECUTING COMPUTATIONAL GRAPHS ON GRAPHICS PROCESSING UNITS

EXECUTING COMPUTATIONAL GRAPHS ON GRAPHICS PROCESSING UNITS Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a data entity that causes a processing unit to process a computational graph. In one aspect, method includes the actions of re...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: WU, Jingyue, LEARY, Christopher Daniel
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Zusammenfassung:EXECUTING COMPUTATIONAL GRAPHS ON GRAPHICS PROCESSING UNITS Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a data entity that causes a processing unit to process a computational graph. In one aspect, method includes the actions of receiving data identifying a computational graph, the computational graph including a plurality of nodes representing operations; obtaining compilation artifacts for processing the computational graph on a processing unit; and generating a data entity from the compilation artifacts, wherein the data entity, when invoked, causes the processing unit to process the computational graph by executing the operations represented by the plurality of nodes. FIG. 2