"cuda error: an illegal memory access was encounted" error

[jwnam-ct]

Dear sir.

My name is Jung Woo Nam(jwnam@coretrust.com). I am a developer in Korea developing an intrusion detection system using deep learning.

A CUDA error occurred while detecting intrusion with yolo v4(darknet). So I don't know how to fix it.

Below is a screen shot with a screen shot of the error occurred.

And below are the specifications of the development system.

• CUDA-version: 10.1, cuDNN: 7.6.0, CUDNN_HALF=1, GPU count: 1
• OpenCV version: 3.3.0
• GPU: GeForce RTX 2080 Ti
• Visual Studio 2015 professional

If you have some question, please let me know. Have a good days.

[AlexeyAB]

• What command do you use?
• screenshots with such information

  ./darknet detector test cfg/coco.data cfg/yolov4.cfg yolov4.weights data/dog.jpg
  CUDA-version: 10000 (10000), cuDNN: 7.4.2, CUDNN_HALF=1, GPU count: 1
  CUDNN_HALF=1
  OpenCV version: 4.2.0
  0 : compute_capability = 750, cudnn_half = 1, GPU: GeForce RTX 2070
  net.optimized_memory = 0
  mini_batch = 1, batch = 8, time_steps = 1, train = 0
  layer   filters  size/strd(dil)      input                output
  0 conv     32       3 x 3/ 1    608 x 608 x   3 ->  608 x 608 x  32 0.639 BF