config = dict() config['batch_size'] = 4 ##################################### CHANGE CHANGE CHANGE CHANGE CHANGE CHANGE CHANGE config['train_dir'] = '/home/workspace/local-data/train' config['valid_dir'] = '/home/workspace/local-data/valid' config['test_dir'] = '/home/workspace/data/dataset/test_ready' config['use_filled'] = False config['resolution'] = 512 config['is_skirt'] = False config['dataset_in_memory'] = True config['is_cape'] = False config['remove_global_orientation'] = True config['smpl_res'] = 14475 if config['is_cape']: config['smpl_res'] = 3638 config['latent_dim'] = 128 config['cond_ae'] = dict() config['cond_ae']['is_label'] = False config['cond_ae']['upscale_output'] = False config['cond_ae']['latent_dim'] = config['latent_dim'] config['cond_ae']['kernel_size'] = 7 config['cond_ae']['bottleneck_size'] = 8*2 # 8*4 # config['cond_ae']['layer_params'] = [3, 4, 23, 4, 3] config['cond_ae']['layer_params'] = [3, 7, 15, 7, 3] config['cond_ae']['activation'] = 'tanh' config['gpu'] = '1' config['lr'] = 3e-4 config['name'] = 'static_resnet_1' config['notes'] = '' config['tags'] = ['iccv', 'resnet', 'static'] config['cond_ae']['upscale_output'] = False config['pretrained_model'] = '' config['signature_dynamic'] = { 'id': (), 'frame_nr': (), } config['signature_static'] = { 'uv_static': (512, 256, 3), 'mesh_static': (config['smpl_res'], 3,), 'mesh_mask': (config['smpl_res'],), 'uv_mask': (512, 256,), }