Content Summary
VisionPro Deep Learning 2.0, built on VisionPro 10, enhances 2D vision with High Detail Mode for precise defect measurement. It integrates seamlessly with VisionPro 10 via DL workspaces and a new DLRuntime tool, allowing parameter adjustments and graphic displays. Users must use Cognex Deep Learning Suite for labeling or re-training. It supports NVIDIA RTX>trade; 30 series GPUs, offers multi-GPU support for training, and runs on Windows 10 and Server 2019. Windows Server 2012 and 2016 are unsupported due to CUDA requirements.
VisionPro Deep Learning 2.0 is built on VisionPro 10, Cognex's next-generation 2D vision software library. These releases add High Detail Mode for the Red Analyze tool. This mode provides more accurate measurement of defect size and shape than the current Focused mode.
VisionPro DL 2.0 + VisionPro 10 Integration
- DL workspaces can be loaded into VisionPro 10 QuickBuild
- VisionPro 10 includes a new DLRuntime tool specifically for the DL workspace. This allows the user to
- Adjust runtime processing parameters
- Enable/disable graphics
- Combine DL and standard VisionPro tool graphics in a single display
- View runtime results computed by any DL tool in the workspace
- Users cannot label or re-train the workspace from within QuickBuild. That must be done using the standalone Cognex Deep Learning Suite utility
Compatibility
- VisionPro Deep Learning 2.0 is compatible with VisionPro 10.
Supported NVIDIA GPUs
- VisionPro DL 2.0 support the RTX™ 30 series GPUs plus older NVIDIA GPUs supported by VisionPro DL 1.0.
- NVIDIA driver 461.92 or higher is recommended to support the new RTX™ 30 series GPUs (including RTX 3060 and 3060Ti)
Multi-GPU support
- VisionPro DL 2.0 add support for multiple-GPUs for training and inference of High-Detail Mode. Therefore, VisionPro DL 2.0 now support multi-GPU training and inference regardless of tool or mode selection. Training a single tool across multiple GPUs is not supported.
- To use multiple GPUs in one system, all GPUs should be the same model
Operating system
- Supported Operating Systems:
- Window 10 64bit
- Windows Server 2019
- Window Server 2012 and 2016 are no longer supported by VisionPro DL software from VisionPro DL 1.0.1. This is a limitation imposed by NVIDIA's CUDA and cuDNN libraries for the RTX™ 30 series GPUs.