Patents Assigned to Grid.ai, Inc.
  • Compiler for machine learning programs
    Patent number: 12288050
    Abstract: In variants, a program optimization method can include: receiving a program; determining a set of proxy inputs for the program; generating a set of intermediate traces for the program; and generating a set of execution traces for the program, wherein the set of execution traces can include executor fusions associated with device kernels for hardware accelerators. During runtime, program results can be computed by executing an execution trace instead of executing the program.
    Type: Grant
    Filed: June 24, 2024
    Date of Patent: April 29, 2025
    Assignee: Grid.ai, Inc.
    Inventors: Thomas Viehmann, Luca Antiga, Michael Ruberry
  • Distributed application development platform
    Patent number: 12254295
    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: January 4, 2024
    Date of Patent: March 18, 2025
    Assignee: Grid.ai, Inc.
    Inventors: Williams Falcon, Luca Antiga, Thomas Henri Marceau Chaton, Adrian Wälchli
  • VIRTUAL MACHINE LEARNING DEVELOPMENT ENVIRONMENT
    Publication number: 20250021361
    Abstract: In variants, the system can include a cloud-based platform hosting a set of virtual spaces each including a set of projects, wherein each project can include an environment and a set of code. The cloud-based platform can enable users to develop application code as if they were on a local device, and scale the application with little or no additional manual input.
    Type: Application
    Filed: July 15, 2024
    Publication date: January 16, 2025
    Applicant: Grid.ai, Inc.
    Inventors: Williams Falcon, Thomas Henri Marceau Chaton, Karolis Rusenas, Ethan Harris
  • COMPILER FOR MACHINE LEARNING PROGRAMS
    Publication number: 20240427576
    Abstract: In variants, a program optimization method can include: receiving a program; determining a set of proxy inputs for the program; generating a set of intermediate traces for the program; and generating a set of execution traces for the program, wherein the set of execution traces can include executor fusions associated with device kernels for hardware accelerators. During runtime, program results can be computed by executing an execution trace instead of executing the program.
    Type: Application
    Filed: June 24, 2024
    Publication date: December 26, 2024
    Applicant: Grid.ai, Inc.
    Inventors: Thomas Viehmann, Luca Antiga, Michael Ruberry
  • SYSTEM AND METHOD FOR HETEROGENEOUS MODEL COMPOSITION
    Publication number: 20240256980
    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: Application
    Filed: April 11, 2024
    Publication date: August 1, 2024
    Applicant: Grid.ai, Inc.
    Inventors: Luis Capelo, Richard Izzo
  • 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