Add application file

weights/.gitattributes

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+*.pth filter=lfs diff=lfs merge=lfs -text

weights/108073/cpk.pth

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weights/108073/exp_args.json

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+{
+    "data_path": "/home/xtli/DATA/BSR_processed/train",
+    "img_path": "data/images/108073.jpg",
+    "test_path": null,
+    "crop_size": 224,
+    "scale_size": null,
+    "batch_size": 1,
+    "workers": 4,
+    "pretrained_path": "/home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth",
+    "hidden_dim": 256,
+    "spatial_code_dim": 32,
+    "tex_code_dim": 256,
+    "exp_name": "04-18/108073",
+    "project_name": "ssn_transformer",
+    "nepochs": 20,
+    "lr": 5e-05,
+    "momentum": 0.5,
+    "beta": 0.999,
+    "lr_decay_freq": 3000,
+    "save_freq": 1000,
+    "save_freq_iter": 2000000000000,
+    "log_freq": 10,
+    "display_freq": 100,
+    "use_wandb": 0,
+    "work_dir": "/home/xtli/WORKDIR",
+    "out_dir": "/home/xtli/WORKDIR/04-18/108073",
+    "local_rank": 0,
+    "dataset": "dataset",
+    "config_file": "models/week0417/json/single_scale_grouping_ft.json",
+    "lambda_L1": 1,
+    "lambda_Perceptual": 1.0,
+    "lambda_PatchGAN": 1.0,
+    "lambda_GAN": 1,
+    "add_gan_epoch": 0,
+    "lambda_kld_loss": 1e-06,
+    "lambda_style_loss": 1.0,
+    "lambda_feat": 10.0,
+    "use_slic": true,
+    "patch_size": 64,
+    "netPatchD_scale_capacity": 4.0,
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+    "netPatchD": "StyleGAN2",
+    "use_antialias": true,
+    "patch_use_aggregation": false,
+    "lambda_R1": 1.0,
+    "lambda_ffl_loss": 1.0,
+    "lambda_patch_R1": 1.0,
+    "R1_once_every": 16,
+    "add_self_loops": 1,
+    "test_time": false,
+    "sp_num": 196,
+    "label_path": "/home/xtli/DATA/BSR/BSDS500/data/groundTruth",
+    "model_name": "model",
+    "num_D": 2,
+    "n_layers_D": 3,
+    "n_cluster": 10,
+    "temperature": 23,
+    "add_gcn_epoch": 0,
+    "add_clustering_epoch": 0,
+    "add_texture_epoch": 0,
+    "dec_input_mode": "sine_wave_noise",
+    "sine_weight": true
+}

weights/108073/exp_args.txt

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+     add_clustering_epoch: 0                             	[default: 1000]
+            add_gcn_epoch: 0                             	[default: None]
+           add_self_loops: 1                             
+        add_texture_epoch: 0                             	[default: 1000]
+               batch_size: 1                             
+                     beta: 0.999                         
+              config_file: models/week0417/json/single_scale_grouping_ft.json	[default: None]
+                crop_size: 224                           
+                data_path: /home/xtli/DATA/BSR_processed/train_extend
+                  dataset: dataset                       	[default: None]
+           dec_input_mode: sine_wave_noise               	[default: None]
+             display_freq: 100                           
+                 exp_name: 04-18/108073                  	[default: None]
+                   gumbel: 0                             
+               hidden_dim: 256                           	[default: None]
+                 img_path: None                          
+               l1_loss_wt: 1.0                           
+               lambda_GAN: 1                             	[default: None]
+                lambda_L1: 1                             	[default: None]
+        lambda_style_loss: 1.0                           	[default: None]
+               local_rank: None                          
+                 log_freq: 10                            
+                       lr: 5e-05                         	[default: 0.1]
+            lr_decay_freq: 3000                          
+                  maxIter: 1000                          
+               model_name: model                         	[default: None]
+                 momentum: 0.5                           
+                 nChannel: 100                           
+                    nConv: 2                             
+                n_cluster: 10                            	[default: None]
+               n_layers_D: 3                             	[default: None]
+                  nepochs: 100                           	[default: None]
+        netE_nc_steepness: 2.0                           
+ netE_num_downsampling_gl: 2                             
+ netE_num_downsampling_sp: 4                             
+      netE_scale_capacity: 1.0                           
+netG_num_base_resnet_layers: 2                             
+           netG_resnet_ch: 256                           
+      netG_scale_capacity: 1.0                           
+          no_ganFeat_loss: False                         
+                    num_D: 2                             	[default: None]
+              num_classes: 0                             
+                  out_dir: /home/xtli/WORKDIR/04-18/108073	[default: None]
+               patch_size: 40                            
+       perceptual_loss_wt: 1.0                           
+            pretrained_ae: /home/xtli/WORKDIR/07-16/transformer/cpk.pth
+          pretrained_path: /home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth	[default: None]
+             project_name: test_time                     
+                save_freq: 1000                          	[default: 2000]
+              sine_weight: 1                             	[default: None]
+                   sp_num: None                          
+          spatial_code_ch: 8                             
+         spatial_code_dim: 32                            	[default: 256]
+              temperature: 23                            	[default: 1]
+                test_time: 0                             
+          texture_code_ch: 256                           
+                 use_slic: True                          
+                use_wandb: False                         
+                 work_dir: /home/xtli/WORKDIR            
+                  workers: 4                             

weights/12003/cpk.pth

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weights/12003/exp_args.json

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+{
+    "data_path": "/home/xtli/DATA/BSR_processed/train",
+    "img_path": "data/images/12003.jpg",
+    "test_path": null,
+    "crop_size": 224,
+    "scale_size": null,
+    "batch_size": 1,
+    "workers": 4,
+    "pretrained_path": "/home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth",
+    "hidden_dim": 256,
+    "spatial_code_dim": 32,
+    "tex_code_dim": 256,
+    "exp_name": "04-18/12003",
+    "project_name": "ssn_transformer",
+    "nepochs": 20,
+    "lr": 5e-05,
+    "momentum": 0.5,
+    "beta": 0.999,
+    "lr_decay_freq": 3000,
+    "save_freq": 1000,
+    "save_freq_iter": 2000000000000,
+    "log_freq": 10,
+    "display_freq": 100,
+    "use_wandb": 0,
+    "work_dir": "/home/xtli/WORKDIR",
+    "out_dir": "/home/xtli/WORKDIR/04-18/12003",
+    "local_rank": 0,
+    "dataset": "dataset",
+    "config_file": "models/week0417/json/single_scale_grouping_ft.json",
+    "lambda_L1": 1,
+    "lambda_Perceptual": 1.0,
+    "lambda_PatchGAN": 1.0,
+    "lambda_GAN": 1,
+    "add_gan_epoch": 0,
+    "lambda_kld_loss": 1e-06,
+    "lambda_style_loss": 1.0,
+    "lambda_feat": 10.0,
+    "use_slic": true,
+    "patch_size": 64,
+    "netPatchD_scale_capacity": 4.0,
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+    "netPatchD": "StyleGAN2",
+    "use_antialias": true,
+    "patch_use_aggregation": false,
+    "lambda_R1": 1.0,
+    "lambda_ffl_loss": 1.0,
+    "lambda_patch_R1": 1.0,
+    "R1_once_every": 16,
+    "add_self_loops": 1,
+    "test_time": false,
+    "sp_num": 196,
+    "label_path": "/home/xtli/DATA/BSR/BSDS500/data/groundTruth",
+    "model_name": "model",
+    "num_D": 2,
+    "n_layers_D": 3,
+    "n_cluster": 10,
+    "temperature": 23,
+    "add_gcn_epoch": 0,
+    "add_clustering_epoch": 0,
+    "add_texture_epoch": 0,
+    "dec_input_mode": "sine_wave_noise",
+    "sine_weight": true
+}

weights/12003/exp_args.txt

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+     add_clustering_epoch: 0                             	[default: 1000]
+            add_gcn_epoch: 0                             	[default: None]
+           add_self_loops: 1                             
+        add_texture_epoch: 0                             	[default: 1000]
+               batch_size: 1                             
+                     beta: 0.999                         
+              config_file: models/week0417/json/single_scale_grouping_ft.json	[default: None]
+                crop_size: 224                           
+                data_path: /home/xtli/DATA/BSR_processed/train_extend
+                  dataset: dataset                       	[default: None]
+           dec_input_mode: sine_wave_noise               	[default: None]
+             display_freq: 100                           
+                 exp_name: 04-18/12003                   	[default: None]
+                   gumbel: 0                             
+               hidden_dim: 256                           	[default: None]
+                 img_path: None                          
+               l1_loss_wt: 1.0                           
+               lambda_GAN: 1                             	[default: None]
+                lambda_L1: 1                             	[default: None]
+        lambda_style_loss: 1.0                           	[default: None]
+               local_rank: None                          
+                 log_freq: 10                            
+                       lr: 5e-05                         	[default: 0.1]
+            lr_decay_freq: 3000                          
+                  maxIter: 1000                          
+               model_name: model                         	[default: None]
+                 momentum: 0.5                           
+                 nChannel: 100                           
+                    nConv: 2                             
+                n_cluster: 10                            	[default: None]
+               n_layers_D: 3                             	[default: None]
+                  nepochs: 100                           	[default: None]
+        netE_nc_steepness: 2.0                           
+ netE_num_downsampling_gl: 2                             
+ netE_num_downsampling_sp: 4                             
+      netE_scale_capacity: 1.0                           
+netG_num_base_resnet_layers: 2                             
+           netG_resnet_ch: 256                           
+      netG_scale_capacity: 1.0                           
+          no_ganFeat_loss: False                         
+                    num_D: 2                             	[default: None]
+              num_classes: 0                             
+                  out_dir: /home/xtli/WORKDIR/04-18/12003	[default: None]
+               patch_size: 40                            
+       perceptual_loss_wt: 1.0                           
+            pretrained_ae: /home/xtli/WORKDIR/07-16/transformer/cpk.pth
+          pretrained_path: /home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth	[default: None]
+             project_name: test_time                     
+                save_freq: 1000                          	[default: 2000]
+              sine_weight: 1                             	[default: None]
+                   sp_num: None                          
+          spatial_code_ch: 8                             
+         spatial_code_dim: 32                            	[default: 256]
+              temperature: 23                            	[default: 1]
+                test_time: 0                             
+          texture_code_ch: 256                           
+                 use_slic: True                          
+                use_wandb: False                         
+                 work_dir: /home/xtli/WORKDIR            
+                  workers: 4                             

weights/12074/cpk.pth

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weights/12074/exp_args.json

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+{
+    "data_path": "/home/xtli/DATA/BSR_processed/train",
+    "img_path": "data/images/12074.jpg",
+    "test_path": null,
+    "crop_size": 224,
+    "scale_size": null,
+    "batch_size": 1,
+    "workers": 4,
+    "pretrained_path": "/home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth",
+    "hidden_dim": 256,
+    "spatial_code_dim": 32,
+    "tex_code_dim": 256,
+    "exp_name": "04-18/12074",
+    "project_name": "ssn_transformer",
+    "nepochs": 20,
+    "lr": 5e-05,
+    "momentum": 0.5,
+    "beta": 0.999,
+    "lr_decay_freq": 3000,
+    "save_freq": 1000,
+    "save_freq_iter": 2000000000000,
+    "log_freq": 10,
+    "display_freq": 100,
+    "use_wandb": 0,
+    "work_dir": "/home/xtli/WORKDIR",
+    "out_dir": "/home/xtli/WORKDIR/04-18/12074",
+    "local_rank": 0,
+    "dataset": "dataset",
+    "config_file": "models/week0417/json/single_scale_grouping_ft.json",
+    "lambda_L1": 1,
+    "lambda_Perceptual": 1.0,
+    "lambda_PatchGAN": 1.0,
+    "lambda_GAN": 1,
+    "add_gan_epoch": 0,
+    "lambda_kld_loss": 1e-06,
+    "lambda_style_loss": 1.0,
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+    "patch_size": 64,
+    "netPatchD_scale_capacity": 4.0,
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+    "netPatchD": "StyleGAN2",
+    "use_antialias": true,
+    "patch_use_aggregation": false,
+    "lambda_R1": 1.0,
+    "lambda_ffl_loss": 1.0,
+    "lambda_patch_R1": 1.0,
+    "R1_once_every": 16,
+    "add_self_loops": 1,
+    "test_time": false,
+    "sp_num": 196,
+    "label_path": "/home/xtli/DATA/BSR/BSDS500/data/groundTruth",
+    "model_name": "model",
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+    "n_layers_D": 3,
+    "n_cluster": 10,
+    "temperature": 23,
+    "add_gcn_epoch": 0,
+    "add_clustering_epoch": 0,
+    "add_texture_epoch": 0,
+    "dec_input_mode": "sine_wave_noise",
+    "sine_weight": true
+}

weights/12074/exp_args.txt

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+     add_clustering_epoch: 0                             	[default: 1000]
+            add_gcn_epoch: 0                             	[default: None]
+           add_self_loops: 1                             
+        add_texture_epoch: 0                             	[default: 1000]
+               batch_size: 1                             
+                     beta: 0.999                         
+              config_file: models/week0417/json/single_scale_grouping_ft.json	[default: None]
+                crop_size: 224                           
+                data_path: /home/xtli/DATA/BSR_processed/train_extend
+                  dataset: dataset                       	[default: None]
+           dec_input_mode: sine_wave_noise               	[default: None]
+             display_freq: 100                           
+                 exp_name: 04-18/12074                   	[default: None]
+                   gumbel: 0                             
+               hidden_dim: 256                           	[default: None]
+                 img_path: None                          
+               l1_loss_wt: 1.0                           
+               lambda_GAN: 1                             	[default: None]
+                lambda_L1: 1                             	[default: None]
+        lambda_style_loss: 1.0                           	[default: None]
+               local_rank: None                          
+                 log_freq: 10                            
+                       lr: 5e-05                         	[default: 0.1]
+            lr_decay_freq: 3000                          
+                  maxIter: 1000                          
+               model_name: model                         	[default: None]
+                 momentum: 0.5                           
+                 nChannel: 100                           
+                    nConv: 2                             
+                n_cluster: 10                            	[default: None]
+               n_layers_D: 3                             	[default: None]
+                  nepochs: 100                           	[default: None]
+        netE_nc_steepness: 2.0                           
+ netE_num_downsampling_gl: 2                             
+ netE_num_downsampling_sp: 4                             
+      netE_scale_capacity: 1.0                           
+netG_num_base_resnet_layers: 2                             
+           netG_resnet_ch: 256                           
+      netG_scale_capacity: 1.0                           
+          no_ganFeat_loss: False                         
+                    num_D: 2                             	[default: None]
+              num_classes: 0                             
+                  out_dir: /home/xtli/WORKDIR/04-18/12074	[default: None]
+               patch_size: 40                            
+       perceptual_loss_wt: 1.0                           
+            pretrained_ae: /home/xtli/WORKDIR/07-16/transformer/cpk.pth
+          pretrained_path: /home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth	[default: None]
+             project_name: test_time                     
+                save_freq: 1000                          	[default: 2000]
+              sine_weight: 1                             	[default: None]
+                   sp_num: None                          
+          spatial_code_ch: 8                             
+         spatial_code_dim: 32                            	[default: 256]
+              temperature: 23                            	[default: 1]
+                test_time: 0                             
+          texture_code_ch: 256                           
+                 use_slic: True                          
+                use_wandb: False                         
+                 work_dir: /home/xtli/WORKDIR            
+                  workers: 4                             

weights/134008/cpk.pth

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weights/134008/exp_args.json

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+{
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+    "img_path": "data/images/134008.jpg",
+    "test_path": null,
+    "crop_size": 224,
+    "scale_size": null,
+    "batch_size": 1,
+    "workers": 4,
+    "pretrained_path": "/home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth",
+    "hidden_dim": 256,
+    "spatial_code_dim": 32,
+    "tex_code_dim": 256,
+    "exp_name": "04-18/134008",
+    "project_name": "ssn_transformer",
+    "nepochs": 20,
+    "lr": 5e-05,
+    "momentum": 0.5,
+    "beta": 0.999,
+    "lr_decay_freq": 3000,
+    "save_freq": 1000,
+    "save_freq_iter": 2000000000000,
+    "log_freq": 10,
+    "display_freq": 100,
+    "use_wandb": 0,
+    "work_dir": "/home/xtli/WORKDIR",
+    "out_dir": "/home/xtli/WORKDIR/04-18/134008",
+    "local_rank": 0,
+    "dataset": "dataset",
+    "config_file": "models/week0417/json/single_scale_grouping_ft.json",
+    "lambda_L1": 1,
+    "lambda_Perceptual": 1.0,
+    "lambda_PatchGAN": 1.0,
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+    "sp_num": 196,
+    "label_path": "/home/xtli/DATA/BSR/BSDS500/data/groundTruth",
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+    "n_cluster": 10,
+    "temperature": 23,
+    "add_gcn_epoch": 0,
+    "add_clustering_epoch": 0,
+    "add_texture_epoch": 0,
+    "dec_input_mode": "sine_wave_noise",
+    "sine_weight": true
+}

weights/134052/cpk.pth

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weights/134052/exp_args.json

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+{
+    "data_path": "/home/xtli/DATA/BSR_processed/train",
+    "img_path": "data/images/134052.jpg",
+    "test_path": null,
+    "crop_size": 224,
+    "scale_size": null,
+    "batch_size": 1,
+    "workers": 4,
+    "pretrained_path": "/home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth",
+    "hidden_dim": 256,
+    "spatial_code_dim": 32,
+    "tex_code_dim": 256,
+    "exp_name": "04-18/134052",
+    "project_name": "ssn_transformer",
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+    "beta": 0.999,
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+    "log_freq": 10,
+    "display_freq": 100,
+    "use_wandb": 0,
+    "work_dir": "/home/xtli/WORKDIR",
+    "out_dir": "/home/xtli/WORKDIR/04-18/134052",
+    "local_rank": 0,
+    "dataset": "dataset",
+    "config_file": "models/week0417/json/single_scale_grouping_ft.json",
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+    "add_self_loops": 1,
+    "test_time": false,
+    "sp_num": 196,
+    "label_path": "/home/xtli/DATA/BSR/BSDS500/data/groundTruth",
+    "model_name": "model",
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+    "add_texture_epoch": 0,
+    "dec_input_mode": "sine_wave_noise",
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+}

weights/138032/cpk.pth

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+        add_texture_epoch: 0                             	[default: 1000]
+               batch_size: 1                             
+                     beta: 0.999                         
+              config_file: models/week0417/json/single_scale_grouping_ft.json	[default: None]
+                crop_size: 224                           
+                data_path: /home/xtli/DATA/BSR_processed/train_extend
+                  dataset: dataset                       	[default: None]
+           dec_input_mode: sine_wave_noise               	[default: None]
+             display_freq: 100                           
+                 exp_name: 04-18/169012                  	[default: None]
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+        lambda_style_loss: 1.0                           	[default: None]
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+          pretrained_path: /home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth	[default: None]
+             project_name: test_time                     
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+                use_wandb: False                         
+                 work_dir: /home/xtli/WORKDIR            
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+                crop_size: 224                           
+                data_path: /home/xtli/DATA/BSR_processed/train_extend
+                  dataset: dataset                       	[default: None]
+           dec_input_mode: sine_wave_noise               	[default: None]
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+                  out_dir: /home/xtli/WORKDIR/04-18/198023	[default: None]
+               patch_size: 128                           	[default: 40]
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+          pretrained_path: /home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth	[default: None]
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+                 use_slic: True                          
+                use_wandb: False                         
+                 work_dir: /home/xtli/WORKDIR            
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+}

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+        add_texture_epoch: 0                             	[default: 1000]
+               batch_size: 1                             
+                     beta: 0.999                         
+              config_file: models/week0417/json/single_scale_grouping_ft.json	[default: None]
+                crop_size: 224                           
+                data_path: /home/xtli/DATA/BSR_processed/train_extend
+                  dataset: dataset                       	[default: None]
+           dec_input_mode: sine_wave_noise               	[default: None]
+             display_freq: 100                           
+                 exp_name: 04-18/25098                   	[default: None]
+                   gumbel: 0                             
+               hidden_dim: 256                           	[default: None]
+                 img_path: None                          
+               l1_loss_wt: 1.0                           
+               lambda_GAN: 1                             	[default: None]
+                lambda_L1: 1                             	[default: None]
+        lambda_style_loss: 1.0                           	[default: None]
+               local_rank: None                          
+                 log_freq: 10                            
+                       lr: 5e-05                         	[default: 0.1]
+            lr_decay_freq: 3000                          
+                  maxIter: 1000                          
+               model_name: model                         	[default: None]
+                 momentum: 0.5                           
+                 nChannel: 100                           
+                    nConv: 2                             
+                n_cluster: 10                            	[default: None]
+               n_layers_D: 3                             	[default: None]
+                  nepochs: 100                           	[default: None]
+        netE_nc_steepness: 2.0                           
+ netE_num_downsampling_gl: 2                             
+ netE_num_downsampling_sp: 4                             
+      netE_scale_capacity: 1.0                           
+netG_num_base_resnet_layers: 2                             
+           netG_resnet_ch: 256                           
+      netG_scale_capacity: 1.0                           
+          no_ganFeat_loss: False                         
+                    num_D: 2                             	[default: None]
+              num_classes: 0                             
+                  out_dir: /home/xtli/WORKDIR/04-18/25098	[default: None]
+               patch_size: 40                            
+       perceptual_loss_wt: 1.0                           
+            pretrained_ae: /home/xtli/WORKDIR/07-16/transformer/cpk.pth
+          pretrained_path: /home/xtli/WORKDIR/04-15/single_scale_grouping_resume/cpk.pth	[default: None]
+             project_name: test_time                     
+                save_freq: 1000                          	[default: 2000]
+              sine_weight: 1                             	[default: None]
+                   sp_num: None                          
+          spatial_code_ch: 8                             
+         spatial_code_dim: 32                            	[default: 256]
+              temperature: 23                            	[default: 1]
+                test_time: 0                             
+          texture_code_ch: 256                           
+                 use_slic: True                          
+                use_wandb: False                         
+                 work_dir: /home/xtli/WORKDIR            
+                  workers: 4                             

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+}