Hello! I have a question about SGIE. I’m trying to get a response from the model, but the list that should contain the information is empty. The pipeline is PGIE - Tracker - SGIE. In the model configuration, the SGIE classifier-async-mode is set to 1, and the output-tensor-meta is set to 1. If i set classifier-async-mode to 0, everything works, and i can get a response. I can also get the track-id from the tracker, which means that the tracker is working correctly. Additionally, when i change the secondary-reinfer-interval, the GPU load changes, indicating that the model is working in asynchronous mode. SGIE model output is vector. How can i get output from model?
Please provide complete information as applicable to your setup.
• Hardware Platform (Jetson / GPU)
• DeepStream Version
• JetPack Version (valid for Jetson only)
• TensorRT Version
• NVIDIA GPU Driver Version (valid for GPU only)
• Issue Type( questions, new requirements, bugs)
• How to reproduce the issue ? (This is for bugs. Including which sample app is using, the configuration files content, the command line used and other details for reproducing)
• Requirement details( This is for new requirement. Including the module name-for which plugin or for which sample application, the function description)
• Hardware Platform - GPU
• DeepStream Version 6.1
• TensorRT Version - 8.2.5.1
• NVIDIA GPU Driver Version - 510.108.03
• Issue Type - questions
• How to reproduce the issue ? (This is for bugs. Including which sample app is using, the configuration files content, the command line used and other details for reproducing)
There is no update from you for a period, assuming this is not an issue anymore. Hence we are closing this topic. If need further support, please open a new one. Thanks
please find async_mode 's explanation in nvinfer.in async model, the buffer wil be pushed downstream without waiting for inference results, but the consecutive frames’s classification should be same. after inference ends, there will be classification meta in object’s meta.