# Resolved Issues

This section describes resolved issues in the VisionPro Deep Learning 4.2 release.

- Converting models to TensorRT on systems with an NVIDIA® GeForce® RTX 5080 failed due to CUDA errors and an AccessViolationException.

- When using an RTX 50 series GPU, the Runtime API consumed more than twice the GPU memory during processing compared to GPUs with CUDA Compute Capability 9.0 or earlier.

- When setting a training Training is the process that your tool, which is a neural network, is learning about the features (pixels) based on the labels you made. For example, a tool will learn the defect/normal pixels in each image based on the defect/normal labels you drew. The goal of the tool Training is learning enough to give the correct inspection results of whether an unseen image is defective or not. The key to training is to ensure that you include all possible variations within your training set, and that your images are accurately labeled. Training times vary by the application, tool setup and the GPU in the PC being used to train the network. set through the right-click context menu in the Image Viewer, the previously assigned training set was cleared, and only the selected image was used as the training set.

- When importing workspaces created with VPDL 3.3.2 or earlier, the defect class graph was not displayed in the Database Overview for labeled Red Analyze tools.

- When training was performed on a standard tool that had already been trained without first resetting it, the original training model A specific spatial arrangement of a set of features (Blue Locate and Blue Read tools only.) During a post-processing step, the Blue Locate and Blue Read tools can fit all of the features detected in an image to the models defined for the tool. The overall pose and identity of the model is then returned. was not updated, even when retraining was attempted.

- When VisionPro 9.25 was installed, creating a Designer project that includes the VisionPro Deep Learning plugin resulted in an error, preventing the project from being created.

- An exception occurred when opening a workspace after running the Example.Training.GUI sample.