Update LTX-Video/ltx_video/models/autoencoders/causal_video_autoencoder.py

LTX-Video/ltx_video/models/autoencoders/causal_video_autoencoder.py

@@ -556,12 +556,14 @@ class Encoder(nn.Module):
                 dim=1,
             )
             
-        
+        print(f"[ADUC DEBUG LTX *causal_video_autoencoder.py*]=======")
+        print(f"[sample][decode] {sample.shape}")
+ 
 
         # --- INÍCIO DO PATCH CIRÚRGICO ADUC ---
         # Verificamos uma variável de ambiente para ligar/desligar o overlay
             
-        if os.getenv("ADUC_DEBUG_OVERLAY", "1") == "1":
+        if os.getenv("ADUC_DEBUG_OVERLAY", "1") == "2":
             try:
                 print(f"[ADUC DEBUG LTX *causal_video_autoencoder.py*]=======")
                 print(f"[sample] {sample.shape}")
@@ -847,6 +849,12 @@ class Decoder(nn.Module):
 
         sample = unpatchify(sample, patch_size_hw=self.patch_size, patch_size_t=1)
 
+        
+        print(f"[ADUC DEBUG LTX *causal_video_autoencoder.py*]=======")
+        print(f"[sample][encode] {sample.shape}")
+ 
+
+
         return sample