About the calculation of Flops and FPS

[xuanli98]

Thanks for your great work: HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation. I follow the Readme to intall your code and try to calculate the Flops of your model on DDR by
python tools/get_flops.py configs/lesion/hrdecoder_fcn_hr48_ddr_2048.py --shape 2048 2048. The result is as follows:

However, in your paper, the result is 440.69 GFLOPs. Moreover, I am afraid that I cannot find the code for the calculation of FPS. I would be appreciated if you could share the right way to calculate of Flops and FPS !

[gitdzy]

Thank you very much for pointing out this mistake. This might be due to some differences in the implementation of our early version and we forgot to modify this value. The correct FLOPs should be 420.42. We have revised this mistake in our arXiv version.

Also, we have uploaded the code for calculating FPs. You can use the following command to calculate the FPs:
CUDA_VISIBLE_DEVICES=0 python tools/get_fps.py configs/lesion/hrdecoder_fcn_hr48_ddr_2048.py

Hope this is helpful to you.