I tried to install mxnet with CUDA support and eventually succeeded. Although 
the installation finally worked, all my python applications are freezing 
whenever I try to actually use it. To be more precise, I'm trying to run the 
validation code:

```
import mxnet as mx
a = mx.nd.ones((2, 3), mx.gpu())
b = a * 2 + 1
b.asnumpy()
```

It runs fine if I leave out the gpu part.

My CUDA version is 10.2.89 and cuDNN is version 7.6.5. My GPU is the 3060Ti.





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