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VinAIResearch / ISBNet

ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution (CVPR 2023)
Apache License 2.0
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question about the model test #22

Closed minimini-1 closed 1 year ago

minimini-1 commented 1 year ago

@ngoductuanlhp Hello, thanks for the great works!

I have some question about the testing a model on stpls3d datasets. I'm using gpu with 24gb memory.

A cuda out of memory error occurs when running test.py through the setting in config.py. (batch size: 1, num_workers:16, fp16: Ture) Did you have any idea to slove this problem? Is it impossible to run with 24gb gpu memory?

Thank you.

ngoductuanlhp commented 1 year ago

I answered your question at https://github.com/VinAIResearch/ISBNet/issues/24#issue-1765338336 . Thank you.

huanghuang113 commented 1 year ago

@ngoductuanlhp Hello, thanks for the great works!

I have some question about the testing a model on stpls3d datasets. I'm using gpu with 24gb memory.

A cuda out of memory error occurs when running test.py through the setting in config.py. (batch size: 1, num_workers:16, fp16: Ture) Did you have any idea to slove this problem? Is it impossible to run with 24gb gpu memory?

Thank you.

Hi, I've trained my model about the stpls3d dataset now, but I'm not sure how to test it, can you tell me these details about where to put the dataset and the command to test it?

WS517 commented 4 months ago

@minimini-1,I would like to know how you style the test against the stpls3d dataset, can you elaborate on the procedure, thank you very much!