| { | |
| "accelerator_kwargs": {}, | |
| "allow_tf32": true, | |
| "async_reward_computation": false, | |
| "exp_name": "ddpo", | |
| "log_with": "wandb", | |
| "logdir": "ll", | |
| "max_workers": 2, | |
| "mixed_precision": "fp16", | |
| "negative_prompts": "", | |
| "num_checkpoint_limit": 5, | |
| "num_epochs": 1, | |
| "offline_data_folder": "../data_offline/", | |
| "per_prompt_stat_tracking": true, | |
| "per_prompt_stat_tracking_buffer_size": 32, | |
| "per_prompt_stat_tracking_min_count": 16, | |
| "project_kwargs": { | |
| "automatic_checkpoint_naming": true, | |
| "logging_dir": "./logs", | |
| "project_dir": "./save", | |
| "total_limit": 5 | |
| }, | |
| "resume_from": "", | |
| "run_name": "", | |
| "sample_batch_size": 2, | |
| "sample_eta": 1.0, | |
| "sample_guidance_scale": 5.0, | |
| "sample_num_batches_per_epoch": 1, | |
| "sample_num_steps": 50, | |
| "save_freq": 200, | |
| "seed": 0, | |
| "tracker_kwargs": {}, | |
| "tracker_project_name": "stable_diffusion_training", | |
| "train_adam_beta1": 0.9, | |
| "train_adam_beta2": 0.999, | |
| "train_adam_epsilon": 1e-08, | |
| "train_adam_weight_decay": 0.0001, | |
| "train_adv_clip_max": 5, | |
| "train_batch_size": 1, | |
| "train_cfg": true, | |
| "train_clip_range": 0.0001, | |
| "train_gradient_accumulation_steps": 1, | |
| "train_learning_rate": 0.0003, | |
| "train_max_grad_norm": 1.0, | |
| "train_num_inner_epochs": 1, | |
| "train_timestep_fraction": 1.0, | |
| "train_use_8bit_adam": false | |
| } |