from configs.config_base import config

config['gpu'] = '1'
config['lr'] = 0.0001
config['name'] = 'body_1'

config['notes'] = 'convnext + convnext, add dense with tanh at the end of reverse convnext, | \
    flattened bottleneck with 128 latent_dim\ remove global orientation | \
    fixed gender issue with deoriented bodies, again, aaand again | \
    trained on 100 garments | \
    remove multiplications with garment uv mask | \
    larger bottleneck, low res output upscaled | \
    larger batch size, 32 instead of 4 | \
    calculate euclidean error on whole body, not just garment masked | \
    '

config['dataset_in_memory'] = False
config['batch_size'] = 32


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

config['cond_ae']['latent_dim'] = config['latent_dim']
config['cond_ae']['kernel_size'] = 7
config['cond_ae']['upscale_output'] = True
config['cond_ae']['bottleneck_size'] = 512
config['cond_ae']['encoder_depths'] = [3, 3, 9, 9, 3, 3]
config['cond_ae']['encoder_dims'] = [32, 64, 128, 256, 256, config['cond_ae']['bottleneck_size']]
config['cond_ae']['decoder_input'] = (4, 2, config['cond_ae']['bottleneck_size'])
config['cond_ae']['decoder_depths'] = [3, 3, 9, 3]
config['cond_ae']['decoder_dims'] = [config['cond_ae']['bottleneck_size'], 128, 64, 16]
# config['cond_ae_body'] = dict()
# config['cond_ae_body']['latent_dim'] = config['latent_dim']
# config['cond_ae_body']['kernel_size'] = 7
# config['cond_ae_body']['upscale_output'] = True
# config['cond_ae_body']['bottleneck_size'] = 512
# config['cond_ae_body']['encoder_depths'] = [3, 3, 9, 9, 3, 3]
# config['cond_ae_body']['encoder_dims'] = [32, 64, 128, 256, 256, config['cond_ae_body']['bottleneck_size']]
# config['cond_ae_body']['decoder_input'] = (4, 2, config['cond_ae_body']['bottleneck_size'])
# config['cond_ae_body']['decoder_depths'] = [3, 3, 9, 3]
# config['cond_ae_body']['decoder_dims'] = [config['cond_ae_body']['bottleneck_size'], 128, 64, 16]