out of memory! let's scale down to 3 seconds

app.py

@@ -56,7 +56,8 @@ def infer(prompt, video_in, denoise_strength):
 
     negative_prompt = "text, watermark, copyright, blurry, nsfw"
 
-    video = convert_mp4_to_frames(video_in, duration=20)
+    # we cannot go beyond 3 seconds on the large A10G
+    video = convert_mp4_to_frames(video_in, duration=3)
     video_resized = [Image.fromarray(frame).resize((1024, 576)) for frame in video]
     video_frames = pipe_xl(prompt, negative_prompt=negative_prompt, video=video_resized, strength=denoise_strength).frames
     video_path = export_to_video(video_frames, output_video_path="xl_result.mp4")