LOSSLESS TILING IN CONVOLUTION NETWORKS - RESETTING OVERLAP FACTOR TO ZERO AT SECTION BOUNDARIES

LOSSLESS TILING IN CONVOLUTION NETWORKS - RESETTING OVERLAP FACTOR TO ZERO AT SECTION BOUNDARIES

A data processing system includes compile time logic to section a graph into a sequence of sections, including a first section followed by a second section. The compile time logic configured the first section to generate a first output in a first non-overlapping target configuration in response to p...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: NAMA, Tejas Nagendra Babu, PRABHAKAR, Raghu, JAIRATH, Sumti, SUJEETH, Arvind Krishna, SIVARAMAKRISHNAN, Ram, WANG, Junjue, LIANG, Kaizhao, FUCHS, Adi, MUSADDIQ, Matheen, CHAPHEKAR, Ruddhi
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:A data processing system includes compile time logic to section a graph into a sequence of sections, including a first section followed by a second section. The compile time logic configured the first section to generate a first output in a first non-overlapping target configuration in response to processing an input in a first overlapping input configuration, and configures the second section to generate a second output in a second non-overlapping target configuration in response to processing the first output in a second overlapping input configuration. The compile time logic also creates a set of computer instructions to execute the first section and the second section on a target processing system.