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Why SKNet101 conv3_x/B_fc1's output channel is 16? #12

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jianghaojun opened this issue Jul 29, 2020 · 0 comments
Open

Why SKNet101 conv3_x/B_fc1's output channel is 16? #12

jianghaojun opened this issue Jul 29, 2020 · 0 comments

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@jianghaojun
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jianghaojun commented Jul 29, 2020

I find the output channel of conv3_x/B_fc1 is 16 which is quite confusing. As sknet paper mentioned, the first fully connected layer(B_fc1)'s output channel d following the equation(4) which is

d = max(C/r, L),

where C is the input feature's channel number, r is the reduction factor(r=16) and L denotes the minimal value(L=32). According to the above equation, the conv3_x/B_fc1's output channel should equal to L which is 32(d = max(256/16, 32)).

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