ZrrSkywalker / Point-NN

[CVPR 2023] Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis
MIT License
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The environment of Point-NN #1

Open whuhxb opened 1 year ago

whuhxb commented 1 year ago

Hi @ZrrSkywalker

What's the specific environment of Point-NN? Which cuda version and pytorch version? Thanks a lot.

ZrrSkywalker commented 1 year ago

Hi. Thanks for your interest. Our environment is:

torch             1.7.1+cu110
torchvision       0.8.2+cu110
cudatoolkit       10.2.89

Our nvcc -V with RTX 3090 is

cuda_11.2
whuhxb commented 1 year ago

Hi. Thanks for your interest. Our environment is:

torch             1.7.1+cu110
torchvision       0.8.2+cu110
cudatoolkit       10.2.89

Our nvcc -V with RTX 3090 is

cuda_11.2

Could other environment work? For example, cuda10.1 and pytorch 1.7.0. Thanks a lot.

ZrrSkywalker commented 1 year ago

Yes it can work.

whuhxb commented 1 year ago

Yes it can work.

OK. Will have a try. Thanks.

whuhxb commented 1 year ago

Yes it can work.

Have you tested this backbone for semantic segmentation task? Thanks.

whuhxb commented 1 year ago

Yes it can work.

The code runs so quick. How to visualize the classification result? And, how to output the classification result? Thanks.

ZrrSkywalker commented 1 year ago

Yes it can work.

The code runs so quick. How to visualize the classification result? And, how to output the classification result? Thanks.

The classification logits of the test set are here: https://github.com/ZrrSkywalker/Point-NN/blob/9707b2ed5afe79be79b9a19d70aec9b04d8fb648/run_nn_cls.py#L120

but you need to use the best_gamma after the loop to obtain final logits of Point-NN.

whuhxb commented 1 year ago

Yes it can work.

The code runs so quick. How to visualize the classification result? And, how to output the classification result? Thanks.

The classification logits of the test set are here:

https://github.com/ZrrSkywalker/Point-NN/blob/9707b2ed5afe79be79b9a19d70aec9b04d8fb648/run_nn_cls.py#L120

but you need to use the best_gamma after the loop to obtain final logits of Point-NN.

OK. Thanks.