APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR COMPOSABLE MACHINE LEARNING COMPUTE NODES

Methods, apparatus, systems, and articles of manufacture are disclosed for composable machine learning compute nodes. An example apparatus includes interface circuitry to receive a workload, instructions in the apparatus, and processor circuitry to at least one of execute or instantiate the instruct...

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Bibliographic Details
Main Authors Munoz, Juan Pablo, Poornachandran, Rajesh, Lacewell, Chaunte, Nurvitadhi, Eriko, Davare, Abhijit, Boutros, Andrew, Jain, Nilesh, Akhauri, Yash, Bhiwandiwalla, Anahita
Format Patent
LanguageEnglish
Published 14.04.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
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Summary:Methods, apparatus, systems, and articles of manufacture are disclosed for composable machine learning compute nodes. An example apparatus includes interface circuitry to receive a workload, instructions in the apparatus, and processor circuitry to at least one of execute or instantiate the instructions to generate a first configuration of one or more machine-learning models based on a workload, generate a second configuration of hardware, determine an evaluation parameter based on an execution of the workload, the execution of the workload based on the first configuration and the second configuration, and, in response to the evaluation parameter satisfying a threshold, execute the one or more machine-learning models in the first configuration on the hardware in the second configuration, the one or more machine-learning models and the hardware to execute the workload.
Bibliography:Application Number: US202117558284