| export TORCH_NCCL_TIMEOUT=1800 | |
| accelerate launch --config_file configs/accelerate_config.yaml scripts/train.py \ | |
| --dataset_base_path "/mnt/nfs/workspace/syq/dataset/Hypersim/processed_normal,/mnt/nfs/workspace/syq/dataset/InteriorVerse/processed_normal,/mnt/nfs/workspace/syq/dataset/sintel" \ | |
| --dataset_metadata_path "./data_split/hypersim_normals/hypersim_filtered_all_checked.txt,./data_split/interiorverse_normals/interiorverse_filtered_all.txt,./data_split/sintel_normals/sintel_filtered.txt" \ | |
| --data_file_keys "kontext_images,image" \ | |
| --model_paths "./FLUX.1-Kontext-dev" \ | |
| --learning_rate "1e-4" \ | |
| --num_epochs "8" \ | |
| --remove_prefix_in_ckpt "pipe.dit." \ | |
| --trainable_models "dit" \ | |
| --extra_inputs "kontext_images" \ | |
| --use_gradient_checkpointing \ | |
| --default_caption "Transform to normal map while maintaining original composition" \ | |
| --batch_size "16" \ | |
| --output_path "ckpts/kontext_normal/bs16_deter" \ | |
| --eval_file_list "./data_split/nyu_normals/nyuv2_test2.txt" \ | |
| --multi_res_noise \ | |
| --save_steps "200" \ | |
| --eval_steps "50" \ | |
| --with_mask \ | |
| --resume \ | |
| --height 512 \ | |
| --width 768 | |
| # --extra_loss "cycle_consistency_normal_estimation" \ | |
| # --deterministic_flow | |
| # --using_log | |
| # --using_log \ | |
| # --adamw8bit \ | |