PROGRAMMABLE COARSE GRAINED AND SPARSE MATRIX COMPUTE HARDWARE WITH ADVANCED SCHEDULING

One embodiment provides for a compute apparatus to perform machine learning operations, the compute apparatus comprising a decode unit to decode a single instruction into a decoded instruction, the decoded instruction to cause the compute apparatus to perform a complex machine learning compute opera...

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Main Authors NEALIS, Kevin, AKHBARI, Farshad, CHEN, Xiaoming, OULD-AHMED-VALL, Elmoustapha, SATISH, Nadathur Rajagopalan, BOTTLESON, Jeremy, SINHA, Kamal, KIM, Dukhwan, GALOPPO VON BORRIES, Nicolas C, YAO, Anbang, BAGHSORKHI, Sara S, KOKER, Altug, CHEN, Feng, GOTTSCHLICH, Justin E, LIN, Tsung-Han, NURVITADHI, Eriko, SRINIVASA, Narayan, VEMBU, Balaji, BARIK, Rajkishore
Format Patent
LanguageEnglish
French
German
Published 09.03.2022
Subjects
CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:One embodiment provides for a compute apparatus to perform machine learning operations, the compute apparatus comprising a decode unit to decode a single instruction into a decoded instruction, the decoded instruction to cause the compute apparatus to perform a complex machine learning compute operation.
Bibliography:Application Number: EP20180162635