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 …

Mobile application for object recognition, style transfer and image synthesis, and related systems, methods, and apparatuses

RG Adamson III - US Patent 11,636,639, 2023 - Google Patents
Disclosed embodiments relate, generally, to image processing and image editing. More
specifically, some embodiments relate, generally, to deploying machine learning models for …

Deep learning system for differential diagnosis of skin diseases

RC Dunn, J Ayush, PYP Bui, C Eng, DH Way… - US Patent …, 2024 - Google Patents
The present disclosure is directed to a deep learning system for differential diagnoses of
skin diseases. In particular, the system performs a method that can include obtaining a …

Distinguishing a disease state from a non-disease state in an image

SYM Kularathne, MDD Perera - US Patent 11,721,023, 2023 - Google Patents
Disclosed herein are system, method, and computer program product embodiments for
distinguishing a disease state from a non-disease state in an image. An embodiment …

Training a machine learning model for hardware component identification

HO Levesque, JE Allman Jr, LK Garcia… - US Patent App. 17 …, 2022 - Google Patents
BACKGROUND [0002] Aircraft hardware component suppliers and entities responsible for
operating and maintaining aircraft do not have access to consensus values corresponding to …

System and method for ensemble expert diversification via bidding

G Lalouche, R Wolff - US Patent 11,823,021, 2023 - Google Patents
The present teaching relates to method, system, medium, and implementations for machine
learning. A check is performed on a level of available bidding currency for bidding a training …

System and method for ensemble expert diversification

G Lalouche, R Wolff - US Patent 11,915,114, 2024 - Google Patents
The present teaching relates to method, system, medium, and implementations for machine
learning. A training sample is first received from a source. A prediction is generated …

System and method for ensemble expert diversification via bidding and control thereof

G Lalouche, R Wolff - US Patent 12,141,237, 2024 - Google Patents
The present teaching relates to method, system, medium, and implementations for machine
learning. A bid is received, from an expert during training, for a training sample with an …