Hello,
we are running a basic inference using the yolo5 nms available on model zoo.
Sometimes we get the following error. In some cases it recovers automatically, otherwise it crash with segmentation fault.
Hey @luciccone,
From what I can see, it looks like the crashes might be linked to how the NMS buffer is being handled, or maybe something’s going sideways during the inference itself. That out-of-order enqueue you’re noticing could be a hint, or it might be connected to how the inference parameters are being read.
Here are a couple of things you could try as solutions:
Option 1: Can you share the specific parameters you’re using for the NMS post-processing step? Seeing those might help pinpoint if something’s configured incorrectly there.
Option 2: Try running inference on just a single image and make sure the inference process is synchronous (waits for completion before moving on). This can sometimes help isolate whether the issue is related to processing multiple images or the asynchronous nature of the inference.