DYNAMIC PRECISION FOR NEURAL NETWORK COMPUTE OPERATIONS

In an example, an apparatus comprises a compute engine comprising a high precision component and a low precision component; and logic, at least partially including hardware logic, to receive instructions in the compute engine; select at least one of the high precision component or the low precision...

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Main Authors TANG, Ping T, STRICKLAND, Michael S, AKHBARI, Farshad, MACPHERSON, Mike B, RANGANATHAN, Vasanth, CHEN, Xiaoming, WEAST, John C, SATISH, Nadathur Rajagopalan, SINHA, Kamal, JAHAGIRDAR, Sanjeev S, KIM, Dukhwan, GALOPPO VON BORRIES, Nicolas C, RAY, Joydeep, HURD, Linda L, YAO, Anbang, KOKER, Altug, CHEN, Feng, APPU, Abhishek R, LIN, Tsung-Han, NURVITADHI, Eriko, SRINIVASA, Narayan, VEMBU, Balaji, BARIK, Rajkishore, SHPEISMAN, Tatiana
Format Patent
LanguageEnglish
French
German
Published 29.05.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:In an example, an apparatus comprises a compute engine comprising a high precision component and a low precision component; and logic, at least partially including hardware logic, to receive instructions in the compute engine; select at least one of the high precision component or the low precision component to execute the instructions; and apply a gate to at least one of the high precision component or the low precision component to execute the instructions. Other embodiments are also disclosed and claimed.
Bibliography:Application Number: EP20180162628