o H h`@s<ddlZddlmZdedefddZdedefdd ZdS) N)ArgumentvreturncCs2t|tjrd|jd|jd|jdSt|S)zD Helper function to print out debug info in a friendly way. zTensor(z, grad=z, dtype=)) isinstancetorchTensorshape requires_graddtypestr)rr W/var/www/vscode/kcb/lib/python3.10/site-packages/torch/distributed/pipelining/_debug.pyfriendly_debug_infos racCstjj|tS)zp Helper function to apply `friendly_debug_info` to items in `a`. `a` may be a list, tuple, or dict. )rfxnode map_aggregater)rr r rmap_debug_infosr)r torch.fx.noderobjectrrr r r rs