Patents Assigned to Grid.ai, Inc.
  • System and method for heterogeneous model composition
    Patent number: 11983614
    Abstract: A method for standardized model interaction can include: determining a model composition, receiving an input, converting the input into a standard object, converting the standard input object into a model-specific input (MSI) object, executing the model using the MSI object, converting the output from the model-specific output (MSO) object to a standard object, repeating previous steps for each successive model within the model composition, and providing a final model output.
    Type: Grant
    Filed: May 19, 2022
    Date of Patent: May 14, 2024
    Assignee: Grid.ai, Inc.
    Inventors: Luis Capelo, Richard Izzo
  • DISTRIBUTED APPLICATION DEVELOPMENT PLATFORM
    Publication number: 20240143294
    Abstract: In variants, the AI/ML development system can include one or more applications, wherein each application can include: one or more components and one or more state storages. Each application can optionally include one or more event loops, one or more shared storages, and/or one or more time schedulers.
    Type: Application
    Filed: January 4, 2024
    Publication date: May 2, 2024
    Applicant: Grid.ai, Inc.
    Inventors: Williams Falcon, Luca Antiga, Thomas Henri Marceau Chaton, Adrian Walchli
  • Distributed application development platform
    Patent number: 11900084
    Abstract: In variants, the AI/ML development system can include one or more applications, wherein each application can include: one or more components and one or more state storages. Each application can optionally include one or more event loops, one or more shared storages, and/or one or more time schedulers.
    Type: Grant
    Filed: May 1, 2023
    Date of Patent: February 13, 2024
    Assignee: Grid.ai, Inc.
    Inventors: Williams Falcon, Luca Antiga, Thomas Henri Marceau Chaton, Adrian Wälchli
  • MODULARIZED MODEL INTERACTION SYSTEM AND METHOD
    Publication number: 20230409974
    Abstract: A modularized model interaction system and method of use, including an orchestrator, a set of hardware modules each including a standard set of hardware submodules with hardware-specific logic, and a set of model modules each including a standard set of model submodules with model-specific logic. In operation, the orchestrator determines a standard set of submodule calls to the standard submodules of a given hardware module and model module to implement model interaction on hardware associated with the hardware module.
    Type: Application
    Filed: September 4, 2023
    Publication date: December 21, 2023
    Applicant: Grid.ai, Inc.
    Inventors: Williams Falcon, Adrian Walchli, Thomas Henri Marceau Chaton, Sean Presley Narenthiran
  • Modularized model interaction system and method
    Patent number: 11809973
    Abstract: A modularized model interaction system and method of use, including an orchestrator, a set of hardware modules each including a standard set of hardware submodules with hardware-specific logic, and a set of model modules each including a standard set of model submodules with model-specific logic. In operation, the orchestrator determines a standard set of submodule calls to the standard submodules of a given hardware module and model module to implement model interaction on hardware associated with the hardware module.
    Type: Grant
    Filed: May 10, 2022
    Date of Patent: November 7, 2023
    Assignee: Grid.ai, Inc.
    Inventors: Williams Falcon, Adrian Walchli, Thomas Henri Marceau Chaton, Sean Presley Narenthiran
  • System and method for model training orchestration
    Patent number: 11379140
    Abstract: A system for large-scale machine learning experiment execution, including: a platform configured to determine an experiment set from a run specification and schedule a run to one or more clusters; and a set of agents configured to receive the experiment set from the platform and facilitate individual experiment execution through a cluster orchestrator.
    Type: Grant
    Filed: October 5, 2021
    Date of Patent: July 5, 2022
    Assignee: Grid.ai, Inc.
    Inventors: Luis Capelo, Williams Falcon, Karolis Rusenas, Luca Antiga, Neven Miculinic
  • System and method for heterogeneous model composition
    Patent number: 11367021
    Abstract: A method for standardized model interaction can include: determining a model composition, receiving an input, converting the input into a standard object, converting the standard input object into a model-specific input (MSI) object, executing the model using the MSI object, converting the output from the model-specific output (MSO) object to a standard object, repeating previous steps for each successive model within the model composition, and providing a final model output.
    Type: Grant
    Filed: October 5, 2021
    Date of Patent: June 21, 2022
    Assignee: Grid.ai, Inc.
    Inventors: Luis Capelo, Richard Izzo
  • Modularized model interaction system and method
    Patent number: 11361253
    Abstract: A modularized model interaction system and method of use, including an orchestrator, a set of hardware modules each including a standard set of hardware submodules with hardware-specific logic, and a set of model modules each including a standard set of model submodules with model-specific logic. In operation, the orchestrator determines a standard set of submodule calls to the standard submodules of a given hardware module and model module to implement model interaction on hardware associated with the hardware module.
    Type: Grant
    Filed: August 18, 2021
    Date of Patent: June 14, 2022
    Assignee: Grid.ai, Inc.
    Inventors: Williams Falcon, Adrian Wälchli, Thomas Henri Marceau Chaton, Sean Presley Narenthiran