CUDA error: no kernel image is available for execution on the device

Question

CUDA error: no kernel image is available for execution on the device

000rrr opened this issue a year ago · 3 comments

Hi,

I just tried the new kaolin build on windows 10.
pip install kaolin==0.14.0 -f https://nvidia-kaolin.s3.us-east-2.amazonaws.com/torch-2.0.1_cu118.html

However, I am getting the following error when calling the chamfer_distance:
kaolin.metrics.pointcloud.chamfer_distance(pts.unsqueeze(0), inpts.unsqueeze(0)).mean()

File "C:\Users\vader\Documents\HML\.venv\Lib\site-packages\kaolin\metrics\pointcloud.py", line 32, in forward dist, idx = _C.metrics.sided_distance_forward_cuda(p1, p2) RuntimeError: CUDA error: no kernel image is available for execution on the device CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect.

Any idea how to fix this? Thank you.

Answer 1 · 2024-03-18T12:46:33.000Z

I have the same error. anybody can help?

Answer 2 · 2024-03-18T12:50:54.000Z

I have checked the CUDA version with the torch version, and they are matching and working. But CUDA does not work well on kaolin, I have no idea why is that happening.

Answer 3 · 2024-03-20T07:55:43.000Z

I have solved it. I changed my GPU from GTX980 to RTX3090 and then the bug magically disappeared.