Data parallelism in distributed training of artificial intelligence models

B Pudipeddi, M Tremblay, SS Bharadwaj… - US Patent …, 2022 - Google Patents
Methods, systems, apparatuses, and computer program products are described herein that
enable execution of a large AI model on a memory-constrained target device that is …

Dynamic multi-layer execution for artificial intelligence modeling

B Pudipeddi, M Tremblay, SS Bharadwaj, J Xi… - US Patent …, 2022 - Google Patents
Methods, systems, apparatuses, and computer program products are described herein that
enable execution of a large AI model on a memory-constrained target device that is …

Executing large artificial intelligence models on memory-constrained devices

B Pudipeddi, M Tremblay, G Popuri, L Rashid… - US Patent …, 2022 - Google Patents
Methods, systems, apparatuses, and computer program products are described herein that
enable execution of a large Al model on a memory-constrained target device that is …

System and method of suggesting machine learning workflows through machine learning

A Geigel - US Patent App. 17/115,362, 2022 - Google Patents
A system and method of processing a machine learning flows by decomposing the flows on
an xy grid and extracting relevant information about their utilization on a particular category …

Systems and methods for generating document score adjustments

PLS Tune, RM Hazlewood, V Tskhay - US Patent 11,934,414, 2024 - Google Patents
Disclosed is a computer-implemented method for determining a score adjustment for a
search document, comprising determining a first attractiveness model of a first document …

Runtime estimation for machine learning data processing pipeline

S Jaeger, I Pekel, M Zeise - US Patent App. 17/031,661, 2022 - Google Patents
Inputs may be received for constructing a data processing pipeline configured to implement
an process to generate a machine learning model for performing a task associated with an …

Method, device and computer program product for storage management

YH Nie, P Wu, T Chen - US Patent 11,461,284, 2022 - Google Patents
A method for storage management comprises: obtaining, at a first storage service deployed
at a first node, a first request of a first computing service deployed at the first node for first …

Providing custom machine-learning models

JD Keech, K Shanmugam, S Calvert… - US Patent …, 2022 - Google Patents
Providing custom machine learning models to client computer systems. Multiple machine
learning models are accessed. Client-specific data for multiple client computer systems are …