motion-latent-diffusion icon indicating copy to clipboard operation
motion-latent-diffusion copied to clipboard

Reproducing KIT results

Open nefeliandreou opened this issue 11 months ago • 0 comments

Hi, I trained from scratch the VAE and diffusion modules on the KIT dataset. I followed your instructions and:

  • downloaded the processed data from HumanML3D
  • changed only the dataset params on the config files.

I observed that the AVE and APE metrics achieve very high values (see image below).

It seems to me that the two datasets (KIT and HumanML3D) have different scales, so I was wondering whether other hyperparameters (e.g. LOSS.REC_JOINTS, LOSS.LAMBDA_REC) should be changed when training on the KIT dataset. Do you have any insights on this?

Thanks a lot!

image

nefeliandreou avatar Jul 15 '23 15:07 nefeliandreou