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GENMO-ready HumanML3D-SMPL

This private dataset contains the HumanML3D-SMPL files used for GENMO training.

Folder structure

hmr4d_support/

  • humanml3d_smplhpose_train.pth
  • humanml3d_smplhpose_val.pth
  • humanml3d_smplhpose_test.pth
  • humanml3d_smplhpose_train_val.pth

t5_embeddings_v1_half/

  • all_text_embed.pth
  • test_text_embed.pth

Use in GENMO

Place this folder at:

CausalGENMO/inputs/HumanML3D_SMPL

Example:

cd ~/SageMaker/CausalGENMO mkdir -p inputs ln -sfn /path/to/HumanML3D_SMPL inputs/HumanML3D_SMPL

Training command:

HYDRA_FULL_ERROR=1 WANDB_MODE=disabled
CUDA_VISIBLE_DEVICES=0
python scripts/train.py exp=gem_smpl_regression
'train_datasets=[humanml3d_static_train]'
'test_datasets=[humanml3d_eval]'
use_wandb=false
pl_trainer.devices=1
data.loader_opts.train.batch_size=32
data.loader_opts.train.num_workers=8
data.loader_opts.val.num_workers=4
pl_trainer.val_check_interval=3000

Notes

Private research sharing only.

This upload excludes:

  • raw AMASS
  • raw vanilla HumanML3D archives
  • SMPL / SMPL-X / SMPL-H / DMPL body model files
  • GENMO checkpoints

Your teammate still needs GENMO and licensed body model files locally.

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