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hkust-vgd / shellnet

ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics
https://hkust-vgd.github.io/shellnet/
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FLOPs Problems #2

Open Hlxwk opened 4 years ago

Hlxwk commented 4 years ago

Thanks for your sharing great work about efficient point cloud processing. I am curious about the way of computing FLOPs, especially for inference FLOPs. Looking forward to your reply.

cszyzhang commented 4 years ago

Please refer to tf.profiler.profile to show the FLOPs. For inference, there are no ops for back propagation. So the FLOPs for inference are much less than those of training.