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autonomousvision / giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"
https://m-niemeyer.github.io/project-pages/giraffe/index.html
MIT License
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ffhq fid score reproduce check. #39

Closed Jinoh-Cho closed 2 years ago

Jinoh-Cho commented 2 years ago

Hello,

I trained the model with ffhq_256.yaml file.

But I was not able to reproduce the fid score with Pretrained GIRAFFE model you offered(ffhq_256_pretrained.yaml).

Could you please check the configuration file(ffhq_256.yaml file)?

FFHQ | FID (20000 images) Pretrained from Github | 31.507948 My Reproduce Model | 43.068982

m-niemeyer commented 2 years ago

Hi @Jinoh-Cho ,

to avoid analysing your individual setup, change in config settings, etc. we provide pretrained models for which the config files are indicated with "*_pretrained". Have you tried running the pre-trained model we provide?

Jinoh-Cho commented 2 years ago

Yeap, I already tried running the pre-trained model you provided.

However, I would like to reproduce the pre-trained model.

To train model from the scratch, I already trained with the config file(ffhq_256.yaml). But I was not able to reach the fid score 31.507948.

Could you please let us know about the detailed setting or check the ffhq_256.yaml file?