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Hi @fuchao01 , the procedure of applying in InceptionV3 is the same as the other networks:
I would not suggest to replace all of them which would not only affect the speed but also cause overfitting problem.
I would suggest to first only replace one ReLU in each bottleneck (e.g.this one) which is supposed to see improvements, then you can gradually add more to achieve an optimum speed-accuracy trade-off.
how to apply in InceptionV3
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