docs/H3D_OVERFIT_TMUX_RUN.md

H3D One-Sample Overfit Tmux Run

Started from Cursor on GPU 2 and GPU 3.

Sample

• edit_id: del_0008dc75fb3648f2af4ca8c4d711e53e_000
• obj_id: 0008dc75fb3648f2af4ca8c4d711e53e
• edit_type: deletion
• prompt: Remove the detailed hand views from the character model.

Hyperparameters

• max_samples: 1
• max_steps: 5000
• batch_size_per_gpu: 1
• batch_split: 1
• lr: 0.0001
• i_print: 1
• i_log: 1
• i_save: 100
• no_sample_images: true
• trainable params: --train_only_editing_weights

Configs

• Stage 1: configs/editing/ss_flow_img_dit_L_16l8_fp16_h3d_overfit1.json
• Stage 2: configs/editing/slat_flow_img_dit_L_64l8p2_fp16_h3d_overfit1.json

Commands

Stage 1 on GPU 2:

CUDA_VISIBLE_DEVICES=2 PYTHONUNBUFFERED=1 torchrun --nproc_per_node=1 --master_port=12381 train_torchrun.py \
  --config configs/editing/ss_flow_img_dit_L_16l8_fp16_h3d_overfit1.json \
  --output_dir ./work_dirs/Editing_Training/h3d_overfit1_img_to_voxel_5k \
  --train_only_editing_weights

Stage 2 on GPU 3:

CUDA_VISIBLE_DEVICES=3 PYTHONUNBUFFERED=1 torchrun --nproc_per_node=1 --master_port=12382 train_torchrun.py \
  --config configs/editing/slat_flow_img_dit_L_64l8p2_fp16_h3d_overfit1.json \
  --output_dir ./work_dirs/Editing_Training/h3d_overfit1_voxel_to_texture_5k \
  --train_only_editing_weights

Logs

• Stage 1: logs/h3d_overfit1_s1_gpu2.log
• Stage 2: logs/h3d_overfit1_s2_gpu3.log

Tmux

• session: h3d_overfit1
• windows: s1_gpu2, s2_gpu3