| 
														
															@@ -35,6 +35,7 @@ class StaticModel(): 
														 | 
													
												
											
												
													
														| 
														 | 
														
															  
														 | 
														
														 | 
														
															  
														 | 
													
												
											
												
													
														| 
														 | 
														
															         # 第一层的输入维度是所有特征的embedding拼接 
														 | 
														
														 | 
														
															         # 第一层的输入维度是所有特征的embedding拼接 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         self.input_dim = self.tag_feature_num  + self.stat_features_num*3 
														 | 
														
														 | 
														
															         self.input_dim = self.tag_feature_num  + self.stat_features_num*3 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+        print(f"debug debug data input dim: {self.input_dim}") 
														 | 
													
												
											
												
													
														| 
														 | 
														
															  
														 | 
														
														 | 
														
															  
														 | 
													
												
											
												
													
														| 
														 | 
														
															          
														 | 
														
														 | 
														
															          
														 | 
													
												
											
												
													
														| 
														 | 
														
															     def _init_hyper_parameters(self): 
														 | 
														
														 | 
														
															     def _init_hyper_parameters(self): 
														 | 
													
												
											
										
											
												
													
														 | 
														
															@@ -95,7 +96,7 @@ class StaticModel(): 
														 | 
													
												
											
												
													
														| 
														 | 
														
															             return fetch_dict 
														 | 
														
														 | 
														
															             return fetch_dict 
														 | 
													
												
											
												
													
														| 
														 | 
														
															         else: 
														 | 
														
														 | 
														
															         else: 
														 | 
													
												
											
												
													
														| 
														 | 
														
															             label,left_features, right_features = input 
														 | 
														
														 | 
														
															             label,left_features, right_features = input 
														 | 
													
												
											
												
													
														| 
														 | 
														
															-            print(f"Label shape: {label.shape}") 
														 | 
														
														 | 
														
															 
														 | 
													
												
											
												
													
														| 
														 | 
														
															 
														 | 
														
														 | 
														
															+             
														 | 
													
												
											
												
													
														| 
														 | 
														
															             # 获取相似度和特征向量 
														 | 
														
														 | 
														
															             # 获取相似度和特征向量 
														 | 
													
												
											
												
													
														| 
														 | 
														
															             sim_score, left_vec, right_vec = dssm_model(left_features, right_features) 
														 | 
														
														 | 
														
															             sim_score, left_vec, right_vec = dssm_model(left_features, right_features) 
														 | 
													
												
											
												
													
														| 
														 | 
														
															  
														 | 
														
														 | 
														
															  
														 |