datetime: 2019-03-18 13:27:59.181225
config: {'dataset': 'I128_hdf5', 'augment': False, 'num_workers': 8, 'pin_memory': True, 'shuffle': True, 'load_in_mem': True, 'use_multiepoch_sampler': True, 'model': 'model', 'G_param': 'SN', 'D_param': 'SN', 'G_ch': 96, 'D_ch': 96, 'G_depth': 1, 'D_depth': 1, 'D_wide': True, 'G_shared': True, 'shared_dim': 128, 'dim_z': 120, 'z_var': 1.0, 'hier': True, 'cross_replica': False, 'mybn': False, 'G_nl': 'inplace_relu', 'D_nl': 'inplace_relu', 'G_attn': '64', 'D_attn': '64', 'norm_style': 'bn', 'seed': 0, 'G_init': 'ortho', 'D_init': 'ortho', 'skip_init': True, 'G_lr': 0.0001, 'D_lr': 0.0004, 'G_B1': 0.0, 'D_B1': 0.0, 'G_B2': 0.999, 'D_B2': 0.999, 'batch_size': 256, 'G_batch_size': 0, 'num_G_accumulations': 8, 'num_D_steps': 1, 'num_D_accumulations': 8, 'split_D': False, 'num_epochs': 400, 'parallel': True, 'G_fp16': False, 'D_fp16': False, 'D_mixed_precision': False, 'G_mixed_precision': False, 'accumulate_stats': False, 'num_standing_accumulations': 16, 'G_eval_mode': True, 'save_every': 500, 'num_save_copies': 2, 'num_best_copies': 5, 'which_best': 'IS', 'no_fid': False, 'test_every': 2000, 'num_inception_images': 50000, 'hashname': False, 'base_root': '', 'dataset_root': 'data', 'weights_root': 'weights', 'logs_root': 'logs', 'samples_root': 'samples', 'pbar': 'mine', 'name_suffix': '', 'experiment_name': 'Jade_BigGAN_B1_bs256x8_fp32', 'config_from_name': False, 'ema': True, 'ema_decay': 0.9999, 'use_ema': True, 'ema_start': 20000, 'adam_eps': 1e-06, 'BN_eps': 1e-05, 'SN_eps': 1e-06, 'num_G_SVs': 1, 'num_D_SVs': 1, 'num_G_SV_itrs': 1, 'num_D_SV_itrs': 1, 'G_ortho': 0.0, 'D_ortho': 0.0, 'toggle_grads': True, 'which_train_fn': 'GAN', 'load_weights': '', 'resume': True, 'logstyle': '%3.3e', 'log_G_spectra': False, 'log_D_spectra': False, 'sv_log_interval': 10, 'resolution': 128, 'n_classes': 1000, 'G_activation': ReLU(inplace), 'D_activation': ReLU(inplace)}
state: {'itr': 137500, 'epoch': 2, 'save_num': 0, 'save_best_num': 1, 'best_IS': 91.509384, 'best_FID': tensor(9.7711, 'config': {'dataset': 'I128_hdf5', 'augment': False, 'num_workers': 8, 'pin_memory': True, 'shuffle': True, 'load_in_mem': True, 'use_multiepoch_sampler': True, 'model': 'model', 'G_param': 'SN', 'D_param': 'SN', 'G_ch': 96, 'D_ch': 96, 'D_wide': True, 'G_shared': True, 'shared_dim': 128, 'dim_z': 120, 'hier': True, 'cross_replica': False, 'mybn': False, 'G_nl': 'inplace_relu', 'D_nl': 'inplace_relu', 'G_attn': '64', 'D_attn': '64', 'norm_style': 'bn', 'seed': 0, 'G_init': 'ortho', 'D_init': 'ortho', 'skip_init': False, 'G_lr': 0.0001, 'D_lr': 0.0004, 'G_B1': 0.0, 'D_B1': 0.0, 'G_B2': 0.999, 'D_B2': 0.999, 'batch_size': 256, 'G_batch_size': 0, 'num_G_accumulations': 8, 'num_D_steps': 1, 'num_D_accumulations': 8, 'split_D': False, 'num_epochs': 100, 'parallel': True, 'G_fp16': False, 'D_fp16': False, 'D_mixed_precision': False, 'G_mixed_precision': False, 'accumulate_stats': False, 'num_standing_accumulations': 16, 'BN_sync': False, 'G_eval_mode': True, 'save_every': 500, 'num_save_copies': 2, 'num_best_copies': 5, 'which_best': 'IS', 'no_fid': False, 'test_every': 2000, 'num_inception_images': 50000, 'hashname': False, 'base_root': '', 'dataset_root': 'data', 'weights_root': 'weights', 'logs_root': 'logs', 'samples_root': 'samples', 'pbar': 'mine', 'name_suffix': '', 'experiment_name': 'Jade_BigGAN_B1_bs256x8_fp32', 'ema': True, 'ema_decay': 0.9999, 'use_ema': True, 'ema_start': 20000, 'adam_eps': 1e-06, 'BN_eps': 1e-05, 'SN_eps': 1e-06, 'num_G_SVs': 1, 'num_D_SVs': 1, 'num_G_SV_itrs': 1, 'num_D_SV_itrs': 1, 'G_ortho': 0.0, 'D_ortho': 0.0, 'toggle_grads': True, 'which_train_fn': 'GAN', 'load_weights': '', 'resume': False, 'logstyle': '%3.3e', 'log_G_spectra': False, 'log_D_spectra': False, 'sv_log_interval': 10, 'resolution': 128, 'n_classes': 1000, 'G_activation': ReLU(inplace), 'D_activation': ReLU(inplace)}}
