| { |
| "save_model_per_ep": 5, |
| "checkpoint_per_ep": 5, |
| "ep_model_dir": "epochs", |
| "output_dir": "fm_cifar10", |
| "ckpt_dir": "ckpt", |
| "ckpt_data_file": "data.ckpt", |
| "is_save_all_model_epochs": false, |
| "args_key": "args", |
| "default_key": "default", |
| "final_key": "final", |
| "config_file": "config.json", |
| "optim_name": "adamw", |
| "shed_name": "poly_decay", |
| "sched_num_warmup_steps": 45000, |
| "optim_weight_decay": 0.0, |
| "optim_beta_1": 0.9, |
| "optim_beta_2": 0.999, |
| "optim_epsilon": 1e-08, |
| "sched_lr_end": 1e-07, |
| "sched_power": 1.0, |
| "sched_t_max": 200, |
| "sched_last_epoch": -1, |
| "training_result_file": "training_result.json", |
| "check_finished_file": "finished.json", |
| "project": "CFM_CORR_EMA_50k", |
| "name_postfix": "ema-50k-run0", |
| "saving_strategy": "best_valid_loss", |
| "optim_lr": 0.0005, |
| "model_id": "google/ddpm-cifar10-32", |
| "train_dataset": "cifar10", |
| "traj_dataset": "data/traj_dataset/TRAJ-DS_PS-DM_DDPM_PSS-1000_SZ-50000", |
| "batch_size": 256, |
| "num_epochs": 500, |
| "num_train_timesteps": 1000, |
| "predictor_num_inference_steps": 1000, |
| "corrector_num_inference_steps": 100, |
| "sigma_min": 0.0, |
| "sigma_src": 0.0, |
| "corr_trained_timestep": 800, |
| "ds_size": 50000, |
| "seed": 42, |
| "device": "cuda:0", |
| "overwrite": false, |
| "weight_decay": 0.0 |
| } |
