VhddlZddlZddlZddlmZdedefdZdedefdZdedefdZde ed e ede efd Z d ed e ee eeffdefd Z dededefdZedfdedefdZedk(rq ej"dZej'dedej'deeddej)Zeej,ej.Zyy)N)Path source_codereturncbtjdd|}tjdd|}|S)Nz(\n.+\s\'\'\'\n) z (\'\'\'\,.+))resub)r remove_head remove_tails M/home/dcms/DCMS/lib/python3.12/site-packages/torch/utils/_get_clean_triton.py"remove_triton_function_declarationr s-&&,dK@K&&$ .replace<svKKN Q+I6 D!&,,t"4j6F6Ft6LM "{!D6DIIj,A+B!D rz"@triton_heuristics[^@]*@triton.jitz @triton.jit)flags)rrr r)r0r1r!r transformedremove_inductor_wrapperss ` r add_launch_paramsr@6sQ$G # &&'84K!vv-ii   $#rinput_filenameoutput_filenamec t|5}|j}ddd}d|vr tdt|}t |}|d}t j j|std|d|dt|5}|j}dddDcgc]}|jd} }| D cic]5\} } } | j| j| jf7} } } } t|| }t|d5}|j|ddd|S#1swY!xYw#1swYxYwcc}wcc} } } w#1swY|SxYw) Nz def triton_(z]Need to run original Pytorch code generating kernels with TORCHINDUCTOR_UNIQUE_KERNEL_NAMES=1z.launch_paramszMissing z1. Run `TORCHINDUCTOR_DUMP_LAUNCH_PARAMS=1 python z first.|w) openread RuntimeErrorr rospathexists readlinesr7stripr@write)rArBfilertransformed_codelaunch_params_filenameflaunch_params_metai split_paramsabckernel_args_grids r process_filerZSsy n "iik "#$ k  ::JK+,<= ./~> 77>>0 1-.._`n_oov w   $ %+[[]++==QAGGCL=L=IUVVgaA AGGIqwwy#99VV()9;KL os #%t #$% 7""$++>V% s/D< E *E :E E!<E E!E+ztriton_only_repro.py input_path output_pathc>tt|t|S)zRun experiments and output results to file Args: input_path (Optional[Path]): Path to inductor generated output codede output_path (Optional[Path]): Path to write out the new python file )rZr)r[r\s r get_clean_tritonr^rs J[)9 ::r__main__z=Clean Inductor generated code to remove Inductor dependencies) descriptionz&Path to inductor generated output code)typehelpz --output_pathz)Path to write out the clean triton output)radefaultrb)argparserIrpathlibrrr rr(listr/dicttupler@rZr^__name__ArgumentParserparser add_argument parse_argsargsr[r\resultrr rqsq CC cc4$s)ctCy$$%)#uS#X*>%?$$:ss@+//E*F ; ;#' ; z%X $ $SF  4&N  +, 8     Ddoot/?/? @F1r