LOSSLESS TILING IN CONVOLUTION NETWORKS - TILING CONFIGURATION BETWEEN TWO SECTIONS

LOSSLESS TILING IN CONVOLUTION NETWORKS - TILING CONFIGURATION BETWEEN TWO SECTIONS

Disclosed is a method that includes sectioning a graph into a sequence of sections, the sequence of sections including at least a first section followed by a second section. The first section is configured to generate a first output in a first target tiling configuration in response to processing a...

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
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed is a method that includes sectioning a graph into a sequence of sections, the sequence of sections including at least a first section followed by a second section. The first section is configured to generate a first output in a first target tiling configuration in response to processing a first input in a first input tiling configuration. The graph is configured to reconfigure the first output in the first target tiling configuration to a second input in a second input tiling configuration. The second section is configured to generate a second output in a second target tiling configuration in response to processing the second input in the second input tiling configuration.