Patents by Inventor Fabian P. WANNER

Fabian P. WANNER has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Allocation of machine learning tasks into a shared cache
    Patent number: 11080200
    Abstract: The subject technology receives code corresponding to a neural network (NN) model, the code including particular operations that are performed by the NN model. The subject technology determines, among the particular operations, a set of operations that are to be allocated to a cache of the electronic device that is to execute the NN model. The subject technology generates a set of cache indicators corresponding to the determined set of operations. The subject technology compiles the code and the generated set of cache indicators to provide a compiled binary for the NN model to execute on a target device.
    Type: Grant
    Filed: October 14, 2019
    Date of Patent: August 3, 2021
    Assignee: Apple Inc.
    Inventors: Fabian P. Wanner, Cecile M. Foret, Xiaozhong Yao, Sundararaman Hariharasubramanian
  • ALLOCATION OF MACHINE LEARNING TASKS INTO A SHARED CACHE
    Publication number: 20200379911
    Abstract: The subject technology receives code corresponding to a neural network (NN) model, the code including particular operations that are performed by the NN model. The subject technology determines, among the particular operations, a set of operations that are to be allocated to a cache of the electronic device that is to execute the NN model. The subject technology generates a set of cache indicators corresponding to the determined set of operations. The subject technology compiles the code and the generated set of cache indicators to provide a compiled binary for the NN model to execute on a target device.
    Type: Application
    Filed: October 14, 2019
    Publication date: December 3, 2020
    Inventors: Fabian P. WANNER, Cecile M. FORET, Xiaozhong YAO, Sundararaman HARIHARASUBRAMANIAN