Providing models to client devices
AssigneeVMware, Inc.
InventorKurt Niemi
Life of this patent
Estimating the term…
Abstract
Various examples for providing neural network models to client devices are described. A management application can cause a training environment to be created for training a neural network using enterprise data authorized by a client device. The management application can cause the client device to send the enterprise data to the training environment. The management application can cause a training application running in the training environment to create a neural network model using the enterprise data. The management application can send a neural network model to the client device.
Claims20
A system for providing an enterprise-specific neural network model to a client device, comprising:
- at least one computing device;
- and
- program instructions executable in the at least one computing device that, when executed by the at least one computing device, cause the at least one computing device to:
- create a training environment for training a neural network using enterprise data authorized by a client device, the training environment being accessible by a locator;
- cause the client device to send the enterprise data to the training environment;
- cause the training environment to create a model for performing a text classification based on providing the enterprise data to an input associated with the training environment;
- and
- send the model to the client device.
A computer-implemented method for providing an enterprise-specific neural network model to a client device, comprising:
- creating, by a computing device, a training environment for training a neural network using enterprise data authorized by a client device, the training environment being accessible by a locator;
- causing, by the computing device, the client device to send the enterprise data to the training environment;
- causing, by the computing device, the training environment to create a model for performing a text classification based at least in part on providing the enterprise data to an input associated with the training environment;
- and
- sending, by the computing device, the model to the client device.
A non-transitory computer-readable medium for providing an enterprise-specific neural network model to a client device embodying program instructions executable in a computing device that, when executed, causes the computing device to:
- create a training environment for training a neural network using enterprise data authorized by a client device, the training environment being accessible by a locator;
- cause the client device to send the enterprise data to the training environment;
- cause the training environment to create a model for performing a text classification based at least in part on providing the enterprise data to an input associated with the training environment;
- and
- send the model to the client device.
Dependencies are inferred from the claim text.