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. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: IEEE Trans Med Imaging. 2019 Dec 13;39(6):1856–1867. doi: 10.1109/TMI.2019.2959609

Fig. 5:

Fig. 5:

Complexity (size ∝ parameters), inference time, and IoU of UNet++ under different levels of pruning. The inference time is calculated by the time taken to process 10K test images on a single NVIDIA TITAN X (Pascal) GPU with 12 GB memory.