from configs.config_base import config

config['lr'] = 0.0001
config['name'] = 'cvae_19'
config['starting_balancing_coeff'] = 0.0001

config['signature_dynamic'] = { 'id': (),
                          'pose_shape': (72 + 11,),
                          'uv_body_posed': (512, 256, 3),
                          'mesh_body_posed': (14475, 3,),
                          'mesh_posed': (14475, 3,),
                          'mesh_unposed': (14475, 3,),
                          'uv_unposed': (512, 256, 3),
                          'uv_curvature': (512, 256),
                        }
config['signature_static'] = { 'uv_static': (512, 256, 3),
                              'mesh_mask': (14475,),
                              'uv_mask': (512, 256,),
                              }

config['avg_garment_path'] = 'custom_data/train_100_no_shape_avg_uv.npy'
config['static_model'] = 'checkpoints/ae_static_6_copy'
config['body_model'] = 'checkpoints/ae_body_8_copy'
config['curvature_model'] = 'checkpoints/ae_curvature_7_copy'
config['freeze_encoders'] = True

config['cvae'] = dict()
config['cvae']['is_label'] = False
config['cvae']['latent_dim'] = config['latent_dim']

if config['resolution'] == 512:
  config['cvae']['kernel_size'] = 7
  config['cvae']['encoder_depths'] = [3, 3, 9, 3]
  config['cvae']['encoder_dims'] = [32, 64, 128, 256]
  config['cvae']['decoder_input'] = (16, 8, 80)
  config['cvae']['decoder_depths'] = [3, 3, 9, 3]
  config['cvae']['decoder_dims'] = [256, 128, 64, 16]
elif config['resolution'] == 128:
  config['cvae']['kernel_size'] = 5
  config['cvae']['encoder_depths'] = [16, 16, 9, 9]
  config['cvae']['encoder_dims'] = [64, 128, 256, 256]
  config['cvae']['decoder_input'] = (4, 2, 128)
  config['cvae']['decoder_depths'] = [16, 16, 9, 9]
  config['cvae']['decoder_dims'] = [256, 256, 128, 64]
elif config['resolution'] == 32:
  config['cvae']['kernel_size'] = 3
  config['cvae']['encoder_depths'] = [27, 27]
  config['cvae']['encoder_dims'] = [256, 256]
  config['cvae']['decoder_input'] = (4, 2, 256)
  config['cvae']['decoder_depths'] = [27, 27]
  config['cvae']['decoder_dims'] = [256, 256]
else:
  raise NotImplementedError