Update api/ltx_server.py

api/ltx_server.py

@@ -864,11 +864,15 @@ class VideoService:
                          pass
                 
                     latents_parts_up = self._dividir_latentes_por_tamanho(latents_cpu_up,4,1)
-                    
+
+                    print("\n\n--- INICIANDO ETAPA 3: REFINAMENTO DE TEXTURA (SECOND PASS) ---")
+
+                    cc = 1
                     for latents in latents_parts_up:
-               
+
+                        print("\n\n#########################################")
                         # # --- ETAPA 3: REFINAMENTO DE TEXTURA (SECOND PASS) ---
-                        print("\n--- INICIANDO ETAPA 3: REFINAMENTO DE TEXTURA (SECOND PASS) ---")
+                        print(f"\n--- INICIANDO ETAPA 3/{cc} ")
                 
                         second_pass_config = self.config.get("second_pass", {}).copy()
                         # --- <INÍCIO DA LÓGICA DE CÁLCULO EXATA PARA SECOND PASS> ---
@@ -880,7 +884,9 @@ class VideoService:
                         t_pass2 = time.perf_counter()
 
                         num_latent_frames_part = latents.shape[2]
-                
+
+                        log_tensor_info(final_latents, "Latentes input (Pre-Pós-Second Pass)")
+                    
 
                         vae_temporal_scale = self.pipeline.video_scale_factor # Geralmente 4 ou 8
                         num_pixel_frames_part = ((num_latent_frames_part - 1) * vae_temporal_scale) + 1
@@ -903,7 +909,11 @@ class VideoService:
                         print(f"[DEBUG] Second part Pass concluída em {time.perf_counter() - t_pass2:.2f}s")
                         
                         latents_list.append(final_latents)
-
+                        cc+=1
+                        print("#########################################")
+                      
+                    print("\n\n--- FIM ETAPA 3: REFINAMENTO DE TEXTURA (SECOND PASS) ---")
+                    
                 else: # Geração de etapa única
                     print("\n--- INICIANDO GERAÇÃO DE ETAPA ÚNICA ---")
                     t_single = time.perf_counter()