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Why the inference time of pruning resnet20 model is the same with the time without pruning one? I used Resnet20 with pruning and without pruning, their inference time both cost about 90ms more or less. about filter-pruning-geometric-median HOT 2 CLOSED

he-y avatar he-y commented on June 1, 2024
Why the inference time of pruning resnet20 model is the same with the time without pruning one? I used Resnet20 with pruning and without pruning, their inference time both cost about 90ms more or less.

from filter-pruning-geometric-median.

Comments (2)

he-y avatar he-y commented on June 1, 2024

Please use the "model without zeros" for real acceleration.
Refer to this issue.

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xizi avatar xizi commented on June 1, 2024

Hi, He Yang, I used ResNet50 with prunning (prunning rate is 0.4) and get without zeros model to test. I found the infer time of bigmodel (without prunning one) is 20.28ms and smallmodel (prunning one) is 21.63ms. Can you help me figure out the problem?

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