Training configuration on KIT dataset

[Dean-UQ]

Hi, I would like to train MLD on KIT dataset. What should I tune in this configuration file https://github.com/ChenFengYe/motion-latent-diffusion/blob/main/configs/config_vae_humanml3d.yaml ? Its JOINT_TYPE may be configure as 'mmm'? Many Thanks

[ChenFengYe]

If you use the kit from humanml3d (like below), you only need to change humanml3d => kit https://github.com/ChenFengYe/motion-latent-diffusion/blob/279e0167c5370671f7ab523ae56310ec43e24439/configs/config_mld_humanml3d.yaml#L24 https://github.com/ChenFengYe/motion-latent-diffusion/blob/279e0167c5370671f7ab523ae56310ec43e24439/configs/config_mld_humanml3d.yaml#L47 https://github.com/ChenFengYe/motion-latent-diffusion/blob/279e0167c5370671f7ab523ae56310ec43e24439/configs/config_mld_humanml3d.yaml#L56 Importantly, you do not need to change the joint type. https://github.com/ChenFengYe/motion-latent-diffusion/blob/279e0167c5370671f7ab523ae56310ec43e24439/configs/config_mld_humanml3d.yaml#L67

You can also check #2

We do not suggest you download KIT from its official website, you can check the KIT provided by HumanML3D. The below is from the readme of HumanML3D

For KIT-ML dataset, you could directly download [Here]. Due to the distribution policy of AMASS dataset, we are not allowed to distribute the data directly. We provide a series of script that could reproduce our HumanML3D dataset from AMASS dataset.

https://drive.google.com/drive/folders/1MnixfyGfujSP-4t8w_2QvjtTVpEKr97t

[nefeliandreou]

are there any more config changes that need to be applied to reproduce the results reported in table 2?

[weleen]

@nefeliandreou have you reproduced the reported results?

[ChenFengYe]

@weleen Do you need the KIT pre-trained model or the implementation of this training process?

[weleen]

@weleen Do you need the KIT pre-trained model or the implementation of this training process?

Thank you for your prompt response, it’s really nice if you could provide the pretrained model and log files.

[shouyezhe]

@weleen Do you need the KIT pre-trained model or the implementation of this training process?

Hello, I've encountered issues while training KIT. Could you provide the pre-trained model? Thank you very much for your contributions to the research community.

[GioFic95]

Hi @ChenFengYe, could you please provide the checkpoint of MLD pre-trained on KIT? I would need it as well. Thank you very much in advance.

[dlg-dlg]

Hi @ChenFengYe, I've encountered same issues while training KIT. Could you provide the pre-trained model? Thank you very much.