| # Detection-only baseline with coordinate system fix. | |
| # No planning data, no resume — trains from scratch on detection only. | |
| cd /home/guoyuanbo/3dtokenizer-atlas | |
| ENV_ROOT=/home/guoyuanbo/3dtokenizer-atlas/envs/streampetr | |
| export PATH="${ENV_ROOT}/bin:${PATH}" | |
| export LD_LIBRARY_PATH="${ENV_ROOT}/lib:${LD_LIBRARY_PATH:-}" | |
| exec ${ENV_ROOT}/bin/deepspeed --num_gpus=4 train_atlas.py \ | |
| --llm_model pretrained/vicuna-7b-v1.5 \ | |
| --data_json data/atlas_nuscenes_train.json \ | |
| --data_root /home/guoyuanbo/autodl-tmp/data/nuscenes \ | |
| --visual_token_mode online \ | |
| --task_balance_mode none \ | |
| --task_loss_weights detection=1.0 \ | |
| --planning_table3_mode atlas_base \ | |
| --streampetr_config configs/streampetr_atlas_aligned.py \ | |
| --streampetr_ckpt pretrained/streampetr/streampetr_eva02_ep24.pth \ | |
| --topomlp_config configs/topomlp_atlas_aligned.py \ | |
| --topomlp_ckpt work_dirs/topomlp_atlas_aligned/epoch_24.pth \ | |
| --deepspeed configs/ds_zero2.json \ | |
| --output_dir work_dirs/atlas_det_only_coordfix \ | |
| --epochs 3 \ | |
| --lr 2e-5 \ | |
| --weight_decay 1e-4 \ | |
| --batch_size 1 \ | |
| --gradient_accumulation_steps 2 \ | |
| --warmup_ratio 0.03 \ | |
| --max_grad_norm 1.0 \ | |
| --log_steps 100 \ | |
| --save_epochs 1 \ | |
| --keep_last_n_ckpts 3 \ | |
| --seed 42 \ | |
| --num_workers 4 | |