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charlesq34 / pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
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Sem_seg running out of RAM when training on Colab #253

Open ytxmobile98 opened 3 years ago

ytxmobile98 commented 3 years ago

I forked the repo and tried to run it in Google Colab. I did some revision on formatting and data fetching code. My current version of Colab notebook is at https://colab.research.google.com/drive/1UxYltzePhc3MJzZhuBycBRR3ettQc8gL#revisionId=0B497FfEid-K5ZFNML3Y3SlBoZDZlT2tiUVBiUzkzU2VPaGxJPQ. I was able to download the files. However, when I started training the sem_seg data it runs out of RAM. When I have all batches and data loaded it has already consumed over 60% of available RAM, and when the session is initialized it takes up all the memory prior to starting the training.

bhargav-inthezone commented 3 years ago

Is your issue solved. If yes please let me know man . I am also getting the same error