name 'all_penalties' is not defined
No module named 'robust_finetuning'
No module named 'clip'

Namespace(D_adam=False, D_steps=0, ODI_steps=-1, TV_lambda=0, adam=False, aug_num=16, background_preservation_loss=False, batch_size=-1, begin_ckpt=1, class_id_spurious=-1, classifier_lambda=-1, classifier_size_1=224, classifier_size_2=224, classifier_size_3=224, classifier_type=-1, clip_guidance_lambda=-1, component_idx_spurious=-1, config='default.yml', consistent=False, data_folder='ImageNet1000', dataset='imagenet', deg_cone_projection=30, denoise_dist_input=True, device_ids=None, down_N=32, end_ckpt=1, enforce_background=True, enforce_same_norms=False, eps_project=30, export_assets=False, fid_num_samples=1, gen_type='p_sample', gpu=[0], gpu_id=0, ilvr_multi=0, interpolation_int_1=3, interpolation_int_2=3, interpolation_int_3=3, invert_mask=False, iterations_num=1, l1_sim_lambda=0, l2_sim_lambda=-1, layer_reg=0, layer_reg_value=0, local_clip_guided_diffusion=False, lp_custom=-1, lp_custom_value=-1, lpips_sim_lambda=-1, method='-1', model_epoch_num=0, model_output_size=256, model_types=None, mssim_lambda=0, not_use_init_image=False, nsigma=1, num_imgs=12, output_file='output.png', output_path='output', pca_component_lambda=0, plot_freq=5, project_folder='.', projecting_cone=False, prompt=None, quantile_cut=0, range_lambda=-1, range_t=0, save_video=False, script_type='sampling', second_classifier_type=31, seed=-1, skip_timesteps=-1, ssim_lambda=0, start_img_id=-1, step_lr=-1, target_class=-1, third_classifier_type=-1, timestep_respacing='-1', use_blended=False, variance=1.0, verbose=False, world_id=0, world_size=1)
config is {'timestep_respacing': '200', 'skip_timesteps': 100, 'lp_custom': 1.0, 'lp_custom_value': 0.15, 'lpips_sim_lambda': 0, 'l2_sim_lambda': 0, 'l1_sim_lambda': 0, 'range_lambda': 0, 'deg_cone_projection': 0, 'clip_guidance_lambda': 0, 'classifier_lambda': 0.1, 'num_imgs': 12, 'batch_size': 6, 'seed': 1, 'classifier_type': 3, 'second_classifier_type': -1, 'third_classifier_type': -1, 'use_blended': False, 'method': 'dvces', 'gen_type': 'p_sample', 'model_output_size': 256, 'enforce_same_norms': True} default is {'timestep_respacing': '200', 'skip_timesteps': 100, 'lp_custom': 1.0, 'lp_custom_value': 0.15, 'lpips_sim_lambda': 0, 'l2_sim_lambda': 0, 'l1_sim_lambda': 0, 'range_lambda': 0, 'deg_cone_projection': 0, 'clip_guidance_lambda': 0, 'classifier_lambda': 0.1, 'num_imgs': 12, 'batch_size': 6, 'seed': 1, 'classifier_type': 3, 'second_classifier_type': -1, 'third_classifier_type': -1, 'use_blended': False, 'method': 'dvces', 'gen_type': 'p_sample', 'model_output_size': 256, 'enforce_same_norms': True}
setting key value l1_sim_lambda
setting key value num_imgs
setting key value second_classifier_type
setting key value deg_cone_projection
not using blended
final config Namespace(D_adam=False, D_steps=0, ODI_steps=-1, TV_lambda=0, adam=False, aug_num=16, background_preservation_loss=False, batch_size=6, begin_ckpt=1, class_id_spurious=-1, classifier_lambda=0.1, classifier_size_1=224, classifier_size_2=224, classifier_size_3=224, classifier_type=3, clip_guidance_lambda=0, component_idx_spurious=-1, config='imagenet1000.yml', consistent=False, data_folder='ImageNet1000', dataset='imagenet', deg_cone_projection=30, denoise_dist_input=True, device_ids=None, down_N=32, end_ckpt=1, enforce_background=True, enforce_same_norms=True, eps_project=30, export_assets=False, fid_num_samples=1, gen_type='p_sample', gpu=[0], gpu_id=0, ilvr_multi=0, interpolation_int_1=3, interpolation_int_2=3, interpolation_int_3=3, invert_mask=False, iterations_num=1, l1_sim_lambda=0, l2_sim_lambda=0, layer_reg=0, layer_reg_value=0, local_clip_guided_diffusion=False, lp_custom=1.0, lp_custom_value=0.15, lpips_sim_lambda=0, method='dvces', model_epoch_num=0, model_output_size=256, model_types=None, mssim_lambda=0, not_use_init_image=False, nsigma=1, num_imgs=12, output_file='output.png', output_path='output', pca_component_lambda=0, plot_freq=5, project_folder='.', projecting_cone=False, prompt=None, quantile_cut=0, range_lambda=0, range_t=0, save_video=False, script_type='sampling', second_classifier_type=31, seed=1, skip_timesteps=100, ssim_lambda=0, start_img_id=-1, step_lr=-1, target_class=-1, third_classifier_type=-1, timestep_respacing='200', use_blended=False, variance=1.0, verbose=False, world_id=0, world_size=1)
