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HamadYA / GhostFaceNets

This repository contains the official implementation of GhostFaceNets, State-Of-The-Art lightweight face recognition models.
https://ieeexplore.ieee.org/document/10098610
MIT License
194 stars 38 forks source link

About training time #32

Closed brianlcm closed 11 months ago

brianlcm commented 11 months ago

Hello, first of all I would like to thank you for making the code available and I would also like to congratulate you on your work.

I need to replicate the results of the work. In that case, what was the approximate training time you had to generate all the models?

I'm using an Nvidia RTX 3060 GPU, but I've observed that it's taking a long time to run an epoch.

Thank you very much.

HamadYA commented 11 months ago

f the work. In that case, what was the approximate training time you had to generate all the

Hi,

For training, it took around two week to run 50 epochs of 64 batch size for GhostFaceNetV1-1 and around one week for GhostFaceNetV1-2.

For GhostFaceNetsV2, it would take two-three weeks for around 40 epochs.

I was using one Nvidia RTX 3080 GPU.

brianlcm commented 11 months ago

f the work. In that case, what was the approximate training time you had to generate all the

Hi,

For training, it took around two week to run 50 epochs of 64 batch size for GhostFaceNetV1-1 and around one week for GhostFaceNetV1-2.

For GhostFaceNetsV2, it would take two-three weeks for around 40 epochs.

I was using one Nvidia RTX 3080 GPU.

Hi,

Perfect, thank you very much for your reply and your attention. This information is important to me.

Regards!