# ---------------------------------------------------------------------- # 1️⃣ CONFIGURATION # ---------------------------------------------------------------------- DEVICE = torch.device("cuda" if torch.cuda.is_available() else "cpu") TARGET_RES = (384, 384) # Uniform size for all frames (preserves aspect by centre‑crop) FPS_SAMPLE = 8 # Number of frames per second to sample (balance speed/quality) MAX_SECONDS = 60 # Truncate long videos – you can set None for full length EMB_DIM = 512 # Final embedding dimensionality
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