^j5 $ddlZddlZddlZddlZddlZddlmZdedefdZdedefdZ dedefdZ de ed e ede efd Z d ed e eeeeffdefd Z d#dedededefdZeddfdededefdZedk(r ej(dZej-dedej-deeddej-dd d!"ej/Zeej2ej4ej6 Zyy)$N)Path source_codereturncbtjdd|}tjdd|}|S)Nz(\n.+\s\'\'\'\n) z (\'\'\'\,.+))resub)r remove_head remove_tails h/var/www/ramen.bs-engineer-server.com/venv/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@8sQ$G # &&'84K!vv-ii   $#rTinput_filenameoutput_filenameauto_generate_paramsc tt|5}|j}ddd}d|vr tdt|}t |}|d}t j j|s|rtd|d t jj}d|d<tjtj|g|ddt j j|xsd }|j d k7rWtd |d td|j"td|j$td|j td|t j j|std|d|dt|5} | j+} ddd D cgc]} | j-d} } | Dcic]5\}}}|j/|j/|j/f7}}}}t1||}t|d5}|j3|dddtd||S#1swYBxYw#t&$r } td|dt)| | d} ~ wwxYw#1swYxYwcc} wcc}}}w#1swYjxYw)Nz def triton_(z]Need to run original Pytorch code generating kernels with TORCHINDUCTOR_UNIQUE_KERNEL_NAMES=1z.launch_paramszLaunch params file z not found. Generating...1 TORCHINDUCTOR_DUMP_LAUNCH_PARAMST.)envcapture_outputtextcwdrzError running :zstdout: zstderr: zBFailed to generate launch params. Command failed with return code zSuccessfully generated z,Failed to generate launch params by running z: zMissing z1. Run `TORCHINDUCTOR_DUMP_LAUNCH_PARAMS=1 python z` first.|w)openread RuntimeErrorr rospathexistsprintenvironcopy subprocessrunsys executabledirname returncodestdoutstderr Exceptionr readlinesr7stripr@write)rArBrCfilertransformed_codelaunch_params_filenamerHresulteflaunch_params_metai split_paramsabckernel_args_grids r process_filerqUs n "iik "#$ k  ::JK+,<= ./~> 77>>0 16J #$:#;;TUV **//#C69C2 3^^0#GGOON3:s F  A%~&6a890101"XY_YjYjXkl +,B+CD E 77>>0 1-.._`n_oow x   $ %+[[]++==QAGGCL=L=IUVVgaA AGGIqwwy#99VV()9;KL os #%t #$% #O#4 56 y""P >~>NbQTUVQWPXY  ++>V%%sHIC"I* J=J":J'3J.I'* J3JJJ.J7ztriton_only_repro.py input_path output_pathc@tt|t||S)a Run experiments and output results to file Args: input_path (Path): Path to inductor generated output codede output_path (Path): Path to write out the new python file auto_generate_params (bool): Whether to automatically generate launch_params if missing )rqr)rrrsrCs r get_clean_tritonrus J[)9;O PPr__main__z=Clean Inductor generated code to remove Inductor dependencies) descriptionz&Path to inductor generated output code)typehelpz --output_pathz)Path to write out the clean triton output)rxdefaultryz--no-auto-generate store_truez2Disable automatic generation of launch_params file)actionry)T)argparserRrrXrZpathlibrrr rr(listr/dicttupler@boolrqru__name__ArgumentParserparser add_argument parse_argsargsrrrsno_auto_generatergrr rs  CC cc4$s)ctCy$$%)#uS#X*>%?$$<MQ??*-?EI??H34!% Q Q Q Q z%X $ $SF  4&N  +, 8    A    D ))t/D/D+DFAr