started condition trainings

2023-02-22 16:09:54 +00:00
parent e14a2374c2
commit 2dd008d384
117 changed files with 689 additions and 47 deletions
@@ -0,0 +1,48 @@
+from configs.config_base import config
+
+config['gpu'] = '2'
+config['lr'] = 0.0001
+config['name'] = 'body_1_skirt_2_2'
+
+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 | \
+    continued from body_1_skirt_2 | \
+    '
+
+config['dataset_in_memory'] = False
+config['batch_size'] = 32
+
+config['signature_dynamic'] = { 'id': (), 'frame_nr': (),
+                          'pose_shape': (72 + 11,),
+                          'uv_body_posed': (3, 512, 256,),
+                          'mesh_body_posed': (config['smpl_res'], 3,),
+                        }
+config['signature_static'] = { 
+                         'mesh_mask': (config['smpl_res'],),
+                        }
+
+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]