Nvidia Corporation

Evghenii Gaburov

Vinod Grover

Yuan Lin

Sean Jong Lee

Mahesh Ravishankar

Bin Fan

Alberto Magni

Apparatuses, systems, and techniques to perform a neural network. In at least one embodiment, a neural network is performed by at least combining nodes of a graph based, at least in part, on computing resources to perform operations corresponding to the nodes of the graph.

Neural network layer fusion

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.

Execution of computation graphs

Growing community of inventors

Santa Clara, CA, United States of America

Evghenii Gaburov