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try to update cvae

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luni
2023-02-21 23:23:49 +00:00
parent 9eb1183df4
commit e0a5c9a2e3
2 changed files with 15 additions and 22 deletions
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configs/iccv/config_abl_all.py
+14 -21
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@@ -7,7 +7,7 @@ config = dict()
# DON'T FORGET TO LOAD FINAL UPSCALER UNLESS HAVE LEVEL 512
# DON'T FORGET TO CHECK AVG GARMENT USED
config['use_skinning'] = True # and deshaping
config['use_skinning'] = False # and deshaping
config['remove_global_orientation'] = True
config['use_curvature'] = True
config['use_extra_losses'] = True # edge, collision, 3d mesh
@@ -20,7 +20,7 @@ ablation_count = [config['use_skinning'], config['remove_global_orientation'], c
assert ablation_count == 1 or ablation_count == 0
config['gpu'] = '4'
config['name'] = 'abl_all_resnet_r7'
config['name'] = 'all_iccv_1'
config['notes'] = ''
config['avg_garment_path'] = 'custom_data/train_no_shape_avg_uv.npy' #custom_data/train_no_shape_avg_uv.npy # train_no_shape_avg_uv train_no_shape_one_hot_avg_uv
@@ -89,38 +89,31 @@ config['cvae']['add_noise'] = True
config['cvae']['noise_amount'] = 0.001
config['cvae']['kernel_size'] = 7
config['cvae']['encoder_depths'] = [3, 3, 3, 9, 3]
config['cvae']['encoder_dims'] = [32, 64, 128, 256, 64]
config['cvae']['decoder_depths'] = config['cvae']['encoder_depths']
config['cvae']['decoder_dims'] = config['cvae']['encoder_dims']
config['cvae']['features'] = 64*4 # 8*4
config['cvae']['layer_params'] = [3, 4, 5, 4, 3]
# config['cond_ae']['layer_params'] = [3, 4, 23, 3, 3]
config['cond_ae_static'] = dict()
config['cond_ae_static']['is_label'] = False
config['cond_ae_static']['kernel_size'] = 7
config['cond_ae_static']['bottleneck_size'] = 8
config['cond_ae_static']['encoder_depths'] = [3, 3, 3, 9, 3]
config['cond_ae_static']['encoder_dims'] = [16, 32, 64, 64, config['cond_ae_static']['bottleneck_size']]
config['cond_ae_static']['decoder_depths'] = config['cond_ae_static']['encoder_depths']
config['cond_ae_static']['decoder_dims'] = config['cond_ae_static']['encoder_dims']
config['cond_ae_static']['bottleneck_size'] = 8*4
config['cond_ae_static']['layer_params'] = [3, 4, 5, 4, 3]
# config['cond_ae_static']['layer_params'] = [3, 4, 23, 3, 3]
config['cond_ae_static']['activation'] = 'tanh'
config['cond_ae_curv'] = dict()
config['cond_ae_curv']['is_label'] = True
config['cond_ae_curv']['kernel_size'] = 7
config['cond_ae_curv']['bottleneck_size'] = 40
config['cond_ae_curv']['encoder_depths'] = [3, 3, 9, 9, 3]
config['cond_ae_curv']['encoder_dims'] = [16, 32, 64, 128, config['cond_ae_curv']['bottleneck_size']]
config['cond_ae_curv']['decoder_depths'] = config['cond_ae_curv']['encoder_depths']
config['cond_ae_curv']['decoder_dims'] = config['cond_ae_curv']['encoder_dims']
config['cond_ae_curv']['bottleneck_size'] = 40*4
config['cond_ae_curv']['layer_params'] = [3, 4, 5, 4, 3]
# config['cond_ae_curv']['layer_params'] = [3, 4, 23, 3, 3]]
config['cond_ae_curv']['activation'] = 'tanh'
config['cond_ae_body'] = dict()
config['cond_ae_body']['is_label'] = False
config['cond_ae_body']['kernel_size'] = 7
config['cond_ae_body']['bottleneck_size'] = 16
config['cond_ae_body']['encoder_depths'] = [3, 3, 9, 9, 3]
config['cond_ae_body']['encoder_dims'] = [16, 32, 64, 128, config['cond_ae_body']['bottleneck_size']]
config['cond_ae_body']['decoder_depths'] = config['cond_ae_body']['encoder_depths']
config['cond_ae_body']['decoder_dims'] = config['cond_ae_body']['encoder_dims']
config['cond_ae_body']['bottleneck_size'] = 16*4
config['cond_ae_body']['layer_params'] = [3, 4, 5, 4, 3]
# config['cond_ae_body']['layer_params'] = [3, 4, 23, 3, 3]]
config['cond_ae_body']['activation'] = 'tanh'