| model: latent_diff | |
| # model_parameters: | |
| ckp_path: pretrained/ldm/lsun_beds256/model.ckpt | |
| config: configs/latent-diffusion/lsun_bedrooms-ldm-vq-4.yaml | |
| solver_name: uni_pc | |
| unipc_variant: bh2 | |
| steps: 10 | |
| order: 3 | |
| H: 256 | |
| W: 256 | |
| C: 3 | |
| f: 4 | |
| scale: 0.0 | |
| time_mode: time | |
| # training_parameters: | |
| seed: 0 | |
| log_path: all_logs/latent_diff_LSUN_logs/ | |
| data_dir: train_data/train_data_LSUN | |
| win_rate: 0.5 | |
| prior_bound: 1.0 | |
| fix_bound: false | |
| loss_type: LPIPS | |
| main_train_batch_size: 1 | |
| main_valid_batch_size: 50 | |
| num_train: 50 | |
| num_valid: 50 | |
| training_rounds_v1: 2 | |
| training_rounds_v2: 3 | |
| shift_lr: null | |
| lr_time_1: 0.005 | |
| lr_time_2: 0.001 | |
| min_lr_time_1: 0.00005 | |
| min_lr_time_2: 0.000001 | |
| momentum_time_1: 0.9 | |
| weight_decay_time_1: 0.0 | |
| shift_lr_decay: 0.5 | |
| lr_time_decay: 0.8 | |
| patient: 5 | |
| lr2_patient: 5 | |
| no_v1: false | |
| visualize: true | |
| # testing_parameters: | |
| learn: false | |
| load_from: null | |
| skip_type: null | |
| num_multi_steps_fid: null | |
| fid_folder: all_fids/latent_diff_LSUN_fids/ | |
| sampling_batch_size: 50 | |
| sampling_seed: 0 | |
| ref_path: fid-refs/VIRTUAL_lsun_bedroom256.npz | |
| total_samples: 50000 | |
| save_png: false | |
| save_pt: true |