GENERAL PURPOSE GRAPHICS COMPUTE UNIT AND METHOD TO EXECUTE INSTRUCTIONS OF MIXED PRECISION

One embodiment provides for data processing system to perform machine learning operations. The data processing system comprises: a memory device configured to store instructions; a graphics processing unit (GPU) to execute the instructions. The instructions include a first instruction and a second i...

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Hauptverfasser: Chen, Xiaoming, Yao, Anbang, Ray, Joydeep, Lakshmanan, Barath, Strickland, Michael, Ma, Liwei, Ashbaugh, Ben J, Hurd, Linda L, Ould-Ahmed-Vall, ElMoustapha, Tang, Ping T, Shpeisman, Tatiana
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creator Chen, Xiaoming
Yao, Anbang
Ray, Joydeep
Lakshmanan, Barath
Strickland, Michael
Ma, Liwei
Ashbaugh, Ben J
Hurd, Linda L
Ould-Ahmed-Vall, ElMoustapha
Tang, Ping T
Shpeisman, Tatiana
description One embodiment provides for data processing system to perform machine learning operations. The data processing system comprises: a memory device configured to store instructions; a graphics processing unit (GPU) to execute the instructions. The instructions include a first instruction and a second instruction, the first instruction to cause the GPU to perform a floating-point operation, and the second instruction to cause the GPU to perform an integer operation. A general-purpose graphics compute unit included within the GPU has a single instruction, multiple thread architecture and is to execute the first instruction concurrently with execution of the second instruction.
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subjects CALCULATING
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
title GENERAL PURPOSE GRAPHICS COMPUTE UNIT AND METHOD TO EXECUTE INSTRUCTIONS OF MIXED PRECISION
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