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about the flops #6

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seamoonlight-YBY opened this issue May 13, 2024 · 1 comment

seamoonlight-YBY commented May 13, 2024

May I ask if there are any methods to reduce FLOPS? I believe that for lightweight networks, FLOPS is a more crucial consideration

Owner

ma-xu commented May 14, 2024

@seamoonlight-YBY Thanks, the main idea of this work is to explain why star works, hence star op. is the main focus and we didn't focus on FLOPs.

Here are some tips to reduce FLOPs in network design:

Feature Re-use method as summerized in Table 1.
Put more blocks / params in the later stages (low resolution), like stage 3 or stage 4.

Hops these tips can help.

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