sg-ddlZdZdZy)Nct|tjr*d|jd|jd|j dSt |S)zD Helper function to print out debug info in a friendly way. zTensor(z, grad=z, dtype=)) isinstancetorchTensorshape requires_graddtypestr)vs V/var/www/html/venv/lib/python3.12/site-packages/torch/distributed/pipelining/_debug.pyfriendly_debug_inforsC!U\\" (9!''!LL1v c^tjjj|tS)zp Helper function to apply `friendly_debug_info` to items in `a`. `a` may be a list, tuple, or dict. )rfxnode map_aggregater)as r map_debug_infors 88== & &q*= >>r)rrrrr rs ?r