Please provide complete information as applicable to your setup.
• Hardware Platform (Jetson / GPU)
Nvidia Orin NX 16GB
• DeepStream Version
DeepstreamSDK 7.0.0
• JetPack Version (valid for Jetson only)
Jetpack Version 6.0
• TensorRT Version
Tensorrt 8.6
• Issue Type( questions, new requirements, bugs)
Followed instructions for the deepstream-3d-action-recognition-sample application, configured Makefiles with cuda version 12.2, compiled source code, obtained executable and modified deepstream_action_recognition_config.txt as well as config_infer_primary_2d_action.txt and config_infer_primary_3d_action.txt to adapt them to the downloaded models resnet18_2d_rgb_hmdb5_32.onnx resnet18_2d_rgb_hmdb5_32.onnx.
• 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)
First export GST_DEBUG=2 and export DISPLAY=:0.0
Run the executable as ./deepstream-3d-action-recognition -c config_infer_primary_2d_action for 2d action recognition or ./deepstream-3d-action-recognition -c config_infer_primary_3d_action for 3d case. In both cases I used the sample_push.mov video for input.
Once runned the application exits and outputs the following error message:
num-sources = 1
Now playing: file:///opt/nvidia/deepstream/deepstream-7.0/samples/streams/sample_push.mov,
Setting min object dimensions as 16x16 instead of 1x1 to support VIC compute mode.
WARNING: Deserialize engine failed because file path: /opt/nvidia/deepstream/deepstream-7.0/sources/apps/sample_apps/deepstream-3d-action-recognition/resnet18_3d_rgb_hmdb5_32.onnx_b4_gpu0_fp16.engine open error
0:00:07.427665567 2848 0xaaab0f1d5350 WARN nvinfer gstnvinfer.cpp:679:gst_nvinfer_logger:<primary-nvinference-engine> NvDsInferContext[UID 1]: Warning from NvDsInferContextImpl::deserializeEngineAndBackend() <nvdsinfer_context_impl.cpp:2083> [UID = 1]: deserialize engine from file :/opt/nvidia/deepstream/deepstream-7.0/sources/apps/sample_apps/deepstream-3d-action-recognition/resnet18_3d_rgb_hmdb5_32.onnx_b4_gpu0_fp16.engine failed
0:00:07.858842075 2848 0xaaab0f1d5350 WARN nvinfer gstnvinfer.cpp:679:gst_nvinfer_logger:<primary-nvinference-engine> NvDsInferContext[UID 1]: Warning from NvDsInferContextImpl::generateBackendContext() <nvdsinfer_context_impl.cpp:2188> [UID = 1]: deserialize backend context from engine from file :/opt/nvidia/deepstream/deepstream-7.0/sources/apps/sample_apps/deepstream-3d-action-recognition/resnet18_3d_rgb_hmdb5_32.onnx_b4_gpu0_fp16.engine failed, try rebuild
0:00:07.858918972 2848 0xaaab0f1d5350 INFO nvinfer gstnvinfer.cpp:682:gst_nvinfer_logger:<primary-nvinference-engine> NvDsInferContext[UID 1]: Info from NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:2109> [UID = 1]: Trying to create engine from model files
ERROR: Uff input blob name is empty
ERROR: Failed to create network using custom network creation function
ERROR: Failed to get cuda engine from custom library API
0:00:14.588527248 2848 0xaaab0f1d5350 ERROR nvinfer gstnvinfer.cpp:676:gst_nvinfer_logger:<primary-nvinference-engine> NvDsInferContext[UID 1]: Error in NvDsInferContextImpl::buildModel() <nvdsinfer_context_impl.cpp:2129> [UID = 1]: build engine file failed
free(): double free detected in tcache 2
Added all the config files used for the testing
config_infer_primary_2d_action.txt (2.6 KB)
config_infer_primary_3d_action.txt (2.7 KB)
deepstream_action_recognition_config.txt (2.1 KB)
• Requirement details( This is for new requirement. Including the module name-for which plugin or for which sample application, the function description)