VisionPro Deep Learning Client/Server Functionality

The VisionPro Deep Learning client/server functionality allows you to use the training and runtime implementations of the VisionPro Deep Learning software on multiple PCs, through the use of a server/client model. With this model, you define a device as your server, and then multiple PCs can be configured as clients that connect to the server. During the setup of a VisionPro Deep Learning project, the Workspace resides on the server, and the client connects to the server, using the Workspaces stored on the server. In this scenario, the clients do not need to have a Cognex Security Dongle; only the server must have a Cognex Security Dongle attached.

This functionality gives you the option of using a remote service for runtime inference and/or training, instead of using the GPU on your local PC. This can be useful if you have a more powerful GPU on the server, or perhaps you do not have a GPU installed locally.

When configured, up to 4 clients can be used for deployment operation, and up to 8 clients can connect for development purposes.

Configuring the VisionPro Deep Learning client/server functionality involves the following:

  1. Install the VisionPro Deep Learning software on the server and client PCs.
  2. Configure the server and client devices.
  3. Manage the workspace(s) on the server.
  4. On the server, launch the Deep Learning Service application.
  5. Connect to the server with the client PCs.
Note:

  • The VisionPro, Designer and VisionPro Deep Learning software require that a valid Cognex Security Dongle be installed directly to PCs running the software during all phases of operation (programming, processing, training, testing, etc.). Any attempts to temporarily remove, substitute, or share a Cognex Security Dongle may cause your system to operate incorrectly, and may result in the loss of data.

    When VisionPro Deep Learning is configured for the Client/Server functionality, and a computer has been configured as a server, the Cognex Security Dongle must be attached to the server, but the client(s) does not need a Cognex Security Dongle.

  • The server/client functionality requires the use of the Advanced Cognex Deep Learning license.