tensorrt_demos

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onnx to tensorrt

1

I have finished coverting yolo to onnx but when converting onnx to tensorrt I have problem: [W] If this is not the desired behavior, please modify the weights or retrain...

Holmes2002

Does it also support DRIVE AGX Orin?

Rkrohit371

When I use do_inference_v2, I need the reshape operation to get the correct result, but I find that the reshape operation takes a lot of time, which defeats the purpose...

ysj-xuanyuan

I'm using jetson AGX Orin for my project. I installed jetpack 5.1.2 CUDA 11.4, CUDNN 8.6.0 and TensorRT 8.5.2.2 with nvidia-sdkmanager. While I follow the instruction of this project, the...

LoveDH

Hi my create yolo code: trt_yolo = yolo_with_plugins.TrtYOLO(trt_file_path, category_num, letter_box, ctx) When I call trt_yolo.__del__() and trt_yolo = None, memory is not freed How do I actively free up memory?

dongdaiquan

Integration With AGX Orin

4

Does this code work with AGX Orin? I am facing a lot of issues while I try to run it on Orin EVK.

goutamgupta

When running `python3 onnx_to_tensorrt.py -m yolov4-416 --int8` An error occurs ``` [07/12/2023-11:55:50] [TRT] [E] 10: Could not find any implementation for node 002_convolutional. [07/12/2023-11:55:50] [TRT] [E] 10: [optimizer.cpp::computeCosts::3869] Error Code...

mr-grixa

Hi, I use my own pruned yolov4.weights and .cfg which was trained on three class(person、vehicle、bike), and I try to covert the .weights to .trt according to the Demo4 But there...

kaikkk123

How to prevent tensorrt from fusing the final layers when trying to convert tiny yolov3 to int8?

2

I used the example given in https://github.com/jkjung-avt/tensorrt_demos#demo-5-yolov4 to convert my tiny yolov3 to int8 but the issue is that when I use --verbose on onnx_to_tensorrt.py step I see that the...

NIKHILDUGAR

yolov3 onnx format with low opset, suitable for tensorrt 6.5

1

Hello! Your work is really admirable. Is there any possibility you could share a yolov3 onnx implementation in a suitable version for a previous tensorrt version such as 5 to...

ilpapds