Systems and methods implementing an intelligent machine learning tuning system providing multiple tuned hyperparameter solutions
Systems and methods include receiving a tuning work request for tuning hyperparameters of
a third-party model or system; performing, by a machine learning-based tuning service, a …
a third-party model or system; performing, by a machine learning-based tuning service, a …
Systems and methods for implementing an intelligent application program interface for an intelligent optimization platform
A Johnson, P Hayes, S Clark - US Patent 11,163,615, 2021 - Google Patents
Abstract Systems and methods for implementing an application programming interface (API)
that controls operations of a machine learning tuning service for tuning a machine learning …
that controls operations of a machine learning tuning service for tuning a machine learning …
Optimizing manufacturing processes using one or more machine learning models
Manufacturing processes can be optimized using machine learning models. For example, a
system can execute an optimization model to identify a recommended set of values for …
system can execute an optimization model to identify a recommended set of values for …
Systems and methods for tuning hyperparameters of a model and advanced curtailment of a training of the model
M McCourt, TJ Springs, B Hsu, S Howey… - US Patent …, 2021 - Google Patents
A system and method for tuning hyperparameters and training a model includes
implementing a hyperparameter tuning service that tunes hyperparameters of a model that …
implementing a hyperparameter tuning service that tunes hyperparameters of a model that …
Systems and methods implementing an intelligent optimization platform
(57) ABSTRACT A system and method includes receiving a tuning work request for tuning
an external machine learning model; implementing a plurality of distinct queue worker …
an external machine learning model; implementing a plurality of distinct queue worker …
Hyperparameter tuning system results viewer
OB Golovidov, BA Wujek, PN Koch… - US Patent 11,151,480, 2021 - Google Patents
A visualization is presented while tuning a machine learning model. A model tuning process
writes tuning data to a history table. The model tuning process is repeatedly training and …
writes tuning data to a history table. The model tuning process is repeatedly training and …
Methods and apparatus for machine learning model hyperparameter optimization
CS Krishna, S Narayan, D Manchanda… - US Patent …, 2022 - Google Patents
This application relates to apparatus and methods for optimizing hyperparameters for
machine learning models. In some examples, a computing device configures a machine …
machine learning models. In some examples, a computing device configures a machine …
Systems and methods implementing an intelligent machine learning tuning system providing multiple tuned hyperparameter solutions
Disclosed examples include after a first tuning of hyperparameters in a hyperparameter
space, selecting first hyperparameter values for respective ones of the hyperparameters; …
space, selecting first hyperparameter values for respective ones of the hyperparameters; …
Systems and methods implementing an intelligent optimization platform
A disclosed example includes implementing a first worker instance and a second worker
instance to operate in parallel; running a first tuning operation via the first worker instance to …
instance to operate in parallel; running a first tuning operation via the first worker instance to …
Systems and methods for implementing an intelligent application program interface for an intelligent optimization platform
A Johnson, P Hayes, S Clark - US Patent 11,709,719, 2023 - Google Patents
Abstract Systems and methods for implementing an application programming interface (API)
that controls operations of a machine learning tuning service for tuning a machine learning …
that controls operations of a machine learning tuning service for tuning a machine learning …