Overwritting 5 Debug outputs
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@@ -1448,10 +1448,12 @@ class TiledWanVideoVACEpipe:
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},
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}
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RETURN_TYPES = ("IMAGE", "STRING")
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RETURN_NAMES = ("processed_video", "processing_info")
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RETURN_TYPES = ("IMAGE", "STRING", "IMAGE", "IMAGE")
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RETURN_NAMES = ("processed_video", "processing_info", "first_temporal_chunk", "second_temporal_chunk")
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OUTPUT_TOOLTIPS = ("Processed video with WanVideo VACE pipeline applied through tiled processing. Maintains original dimensions and quality.",
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"Detailed information about the processing including tile counts, timing, and processing summary.")
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"Detailed information about the processing including tile counts, timing, and processing summary.",
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"First temporal chunk for debugging - shows the stitched content of the first temporal chunk",
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"Second temporal chunk for debugging - shows the stitched content of the second temporal chunk (or first chunk if only one exists)")
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FUNCTION = "process_tiled_wanvideo"
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OUTPUT_NODE = True
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CATEGORY = "TiledWan"
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@@ -1562,6 +1564,16 @@ class TiledWanVideoVACEpipe:
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print(f"\n🔄 STEP 5: Temporal stitching...")
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stitched_video = self._stitch_temporal_chunks_new(temporal_chunks, temporal_tiles, frame_overlap)
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# STEP 5.5: Extract debug temporal chunks
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print(f"\n🔍 STEP 5.5: Extracting temporal chunks for debugging...")
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first_chunk = temporal_chunks[0]['content'] if len(temporal_chunks) > 0 else video
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second_chunk = temporal_chunks[1]['content'] if len(temporal_chunks) > 1 else first_chunk
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print(f"🔍 Debug chunks extracted:")
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print(f" • First chunk shape: {first_chunk.shape}")
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print(f" • Second chunk shape: {second_chunk.shape}")
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print(f" • Total temporal chunks: {len(temporal_chunks)}")
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# STEP 6: Crop to original dimensions (ensure exact input size)
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print(f"\n✂️ STEP 6: Cropping to original dimensions...")
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print(f"📐 Stitched video shape: {stitched_video.shape}")
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@@ -1581,7 +1593,7 @@ class TiledWanVideoVACEpipe:
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print(f"✅ Successful tiles: {successful_tiles}/{total_tiles}")
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print("="*80 + "\n")
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return (final_video, processing_summary)
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return (final_video, processing_summary, first_chunk, second_chunk)
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except Exception as e:
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print(f"❌ Error in tiled WanVideo VACE pipeline: {str(e)}")
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@@ -1592,7 +1604,7 @@ class TiledWanVideoVACEpipe:
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# Return original video in case of error
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error_info = f"Error during tiled WanVideo processing: {str(e)}"
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return (video, error_info)
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return (video, error_info, video, video)
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def _extract_and_process_wanvideo_tiles(self, video, mask, temporal_tiles, spatial_tiles_h, spatial_tiles_w,
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