remove some logs

app.py

@@ -322,7 +322,7 @@ def video_generation_handler(prompt, seed=42, fps=15, width=DEFAULT_WIDTH, heigh
         seed = random.randint(0, 2**32 - 1)
     
 
-    print(f"🎬 video_generation_handler called, seed: {seed}, duration: {duration}s, fps: {fps}, width: {width}, height: {height}")
+    #print(f"🎬 video_generation_handler called, seed: {seed}, duration: {duration}s, fps: {fps}, width: {width}, height: {height}")
 
     # Setup
     conditional_dict = text_encoder(text_prompts=[prompt])
@@ -361,7 +361,7 @@ def video_generation_handler(prompt, seed=42, fps=15, width=DEFAULT_WIDTH, heigh
 
     # Generation loop
     for idx, current_num_frames in enumerate(all_num_frames):
-        print(f"📦 Processing block {idx+1}/{num_blocks}")
+        #print(f"📦 Processing block {idx+1}/{num_blocks}")
         
         noisy_input = noise[:, current_start_frame : current_start_frame + current_num_frames]
 
@@ -408,7 +408,7 @@ def video_generation_handler(prompt, seed=42, fps=15, width=DEFAULT_WIDTH, heigh
         elif APP_STATE["current_use_taehv"] and idx > 0: 
             pixels = pixels[:, 12:]
 
-        print(f"🔍 DEBUG Block {idx}: Pixels shape after skipping: {pixels.shape}")
+        #print(f"🔍 DEBUG Block {idx}: Pixels shape after skipping: {pixels.shape}")
 
         # Process all frames from this block and add to main collection
         for frame_idx in range(pixels.shape[1]):
@@ -422,13 +422,13 @@ def video_generation_handler(prompt, seed=42, fps=15, width=DEFAULT_WIDTH, heigh
             all_frames.append(frame_np)
             total_frames_generated += 1
             
-            print(f"📦 Block {idx+1}/{num_blocks}, Frame {frame_idx+1}/{pixels.shape[1]} - Total frames: {total_frames_generated}")
+            #print(f"📦 Block {idx+1}/{num_blocks}, Frame {frame_idx+1}/{pixels.shape[1]} - Total frames: {total_frames_generated}")
         
         current_start_frame += current_num_frames
     
     # Generate final MP4 as base64 data URI
     if all_frames:
-        print(f"📹 Encoding final MP4 with {len(all_frames)} frames")
+        #print(f"📹 Encoding final MP4 with {len(all_frames)} frames")
         
         try:
             base64_data_uri = frames_to_mp4_base64(all_frames, fps)

demo_utils/vae_block3.py

@@ -153,7 +153,7 @@ class VAEDecoderWrapper(nn.Module):
         # to [batch_size, num_channels, num_frames, height, width]
         z = z.permute(0, 2, 1, 3, 4)
         feat_cache = list(feat_cache)
-        print("Length of feat_cache: ", len(feat_cache))
+        #print("Length of feat_cache: ", len(feat_cache))
 
         device, dtype = z.device, z.dtype
         scale = [self.mean.to(device=device, dtype=dtype),