72 lines
2.0 KiB
Python
72 lines
2.0 KiB
Python
from utils.convnext_utils import CNBlockConfig
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config = dict()
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config['gpu'] = '5'
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config['name'] = 'curv_torch_cape_m'
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config['notes'] = ' '
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config['tags'] = ['torch', 'curv']
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config['script'] = 'scripts/ae_curv_train.py'
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config['pretrained_model'] = ''
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config['batch_size'] = 4
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config['train_dir'] = '/data-local/127/cape_processed/train/male'
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config['valid_dir'] = '/data-local/127/cape_processed/test/male'
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config['test_dir'] = '/data-local/127/cape_processed/test/male'
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config['train_frames'] = None
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config['valid_frames'] = None
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config['resolution'] = 512
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config['is_skirt'] = False
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config['dataset_in_memory'] = False
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config['is_cape'] = True
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config['remove_global_orientation'] = True
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config['device'] = 'cuda'
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config['smpl_res'] = 14475
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if config['is_cape']:
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config['smpl_res'] = 3638
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config['latent_dim'] = 128
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config['bottleneck_scale'] = 2
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config['cond_ae'] = dict()
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config['cond_ae']['device'] = config['device']
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config['cond_ae']['is_label'] = True
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config['cond_ae']['latent_dim'] = config['latent_dim']
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config['cond_ae']['kernel_size'] = 7
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config['cond_ae']['bottleneck_size'] = 40 * config['bottleneck_scale']
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block_setting = [
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CNBlockConfig(16, 32, 3),
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CNBlockConfig(32, 64, 3),
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CNBlockConfig(64, 128, 9),
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CNBlockConfig(128, config['cond_ae']['bottleneck_size'], 9),
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CNBlockConfig(config['cond_ae']['bottleneck_size'], None, 3),
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]
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block_setting_reverse = [
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CNBlockConfig(config['cond_ae']['bottleneck_size'], 128, 3),
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CNBlockConfig(128, 64, 9),
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CNBlockConfig(64, 32, 9),
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CNBlockConfig(32, 16, 3),
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CNBlockConfig(16, 3, 3),
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]
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config['cond_ae']['encoder_block_settings'] = block_setting
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config['cond_ae']['decoder_block_settings'] = block_setting_reverse
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config['cond_ae']['activation'] = 'tanh'
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config['lr'] = 0.001
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config['cond_ae']['upscale_output'] = False
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config['signature'] = { 'id',
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'frame_nr',
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'uv_curvature',
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'mesh_curvature',
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'mesh_mask',
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'uv_mask',
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} |