Patents by Inventor Alberto MAGNI

Alberto MAGNI 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).

  • EXECUTION OF COMPUTATION GRAPHS
    Publication number: 20230259340
    Abstract: A computation graph is accessed. In the computation graph, operations to be performed are represented as interior nodes, inputs to the operations are represented as leaf nodes, and a result of the operations is represented as a root. Selected sets of the operations are combined to form respective kernels of operations. Code is generated execute the kernels of operations. The code is executed to determine the result.
    Type: Application
    Filed: April 14, 2023
    Publication date: August 17, 2023
    Inventors: Mahesh RAVISHANKAR, Vinod GROVER, Evghenii GABUROV, Alberto MAGNI, Sean Youngsung LEE
  • Execution of computation graphs
    Patent number: 11630653
    Abstract: A computation graph is accessed. In the computation graph, operations to be performed are represented as interior nodes, inputs to the operations are represented as leaf nodes, and a result of the operations is represented as a root. Selected sets of the operations are combined to form respective kernels of operations. Code is generated execute the kernels of operations. The code is executed to determine the result.
    Type: Grant
    Filed: January 16, 2018
    Date of Patent: April 18, 2023
    Assignee: NVIDIA Corporation
    Inventors: Mahesh Ravishankar, Vinod Grover, Evghenii Gaburov, Alberto Magni, Sean Lee
  • PARTITIONING FOR AN EXECUTION PIPELINE
    Publication number: 20210304066
    Abstract: A computation graph of a machine learning model is accessed from memory and a constraint solver is used to compute a partition of the computation graph into ordered stages of an execution pipeline. In use, when inference or training of the machine learning model takes place by executing the pipeline, execution cost of the stages are balanced according to the computed partition.
    Type: Application
    Filed: April 21, 2020
    Publication date: September 30, 2021
    Inventors: Ryota TOMIOKA, Juliana Patrícia VICENTE FRANCO, Alberto MAGNI, Nuno CLAUDINO PEREIRA LOPES, Siddharth KRISHNA, Renato GOLIN
  • EXECUTION OF COMPUTATION GRAPHS
    Publication number: 20180203673
    Abstract: A computation graph is accessed. In the computation graph, operations to be performed are represented as interior nodes, inputs to the operations are represented as leaf nodes, and a result of the operations is represented as a root. Selected sets of the operations are combined to form respective kernels of operations. Code is generated execute the kernels of operations. The code is executed to determine the result.
    Type: Application
    Filed: January 16, 2018
    Publication date: July 19, 2018
    Inventors: Mahesh RAVISHANKAR, Vinod GROVER, Evghenii GABUROV, Alberto MAGNI, Sean LEE