"""Add only per-block output capture to the minimal H3 reference hook.""" from pathlib import Path model = Path("/opt/ComfyUI/comfy/ldm/minimax/model.py") source = model.read_text(encoding="utf-8") old = " for i, block in enumerate(self.blocks):\n comfy.model_prefetch.prefetch_queue_pop(prefetch_queue, device, block)\n" new = ( " for i, block in enumerate(self.blocks):\n" " comfy.model_prefetch.prefetch_queue_pop(prefetch_queue, device, block)\n" ) if source.count(old) != 1: raise RuntimeError("Unable to locate H3 block loop.") old = " h = block(h, t_emb, mod_segments, rope_freqs, transformer_options=transformer_options)\n" new = ( " h = block(h, t_emb, mod_segments, rope_freqs, transformer_options=transformer_options)\n" " if capture_dir and H3_CAPTURE_ACTIVE:\n" " block_dir = os.path.join(capture_dir, \"blocks\")\n" " os.makedirs(block_dir, exist_ok=True)\n" " torch.save(h.detach().cpu(), os.path.join(block_dir, f\"{i:02d}.pt\"))\n" ) if source.count(old) != 1: raise RuntimeError("Unable to locate H3 direct block execution.") source = source.replace(old, new) model.write_text(source, encoding="utf-8") print("Applied minimal H3 per-block capture patch.")