rh8 ddlZddlZddlZddlZddlmZdedefdZdedefdZdedefdZ de ed e ede efd Z d ed e ee eeffdefd Z d#dedededefdZeddfdededefdZedk(r ej&dZej+dedej+deeddej+dd d!"ej-Zeej0ej2ej4 Zyy)$N)Path source_codereturncbtjdd|}tjdd|}|S)Nz(\n.+\s\'\'\'\n) z (\'\'\'\,.+))resub)r remove_head remove_tails p/var/www/html/ai-insurance-compliance-backend/venv/lib/python3.12/site-packages/torch/utils/_get_clean_triton.py"remove_triton_function_declarationr s-&&,dK@K&&$ .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@7sQ$G # &&'84K!vv-ii   $#rTinput_filenameoutput_filenameauto_generate_paramsc Xt|5}|j}ddd}d|vr tdt|}t |}|d}t j j|s|rtd|d t jj}d|d<tjd|g|d d t j j|xsd }|jd k7rWtd |dtd|jtd|j td|jtd|t j j|std|d|dt|5} | j'} ddd D cgc]} | j)d} } | Dcic]5\}}}|j+|j+|j+f7}}}}t-||}t|d5}|j/|dddtd||S#1swY4xYw#t"$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_PARAMSpythonT.)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 subprocessrundirname returncodestdoutstderr Exceptionr readlinesr7stripr@write)rArBrCfilertransformed_codelaunch_params_filenamerIresulteflaunch_params_metai split_paramsabckernel_args_grids r process_filerpTs n "iik "#$ k  ::JK+,<= ./~> 77>>0 16J #$:#;;TUV **//#C69C2 3^^>*#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 #$% #O#4 56 y""P >~>NbQTUVQWPXY  ++>V%%sHICIJ/J:J%J I J%JJJ J)ztriton_only_repro.py input_path output_pathc@tt|t||S)a4Run experiments and output results to file Args: input_path (Optional[Path]): Path to inductor generated output codede output_path (Optional[Path]): Path to write out the new python file auto_generate_params (bool): Whether to automatically generate launch_params if missing )rpr)rqrrrCs r get_clean_tritonrts J[)9;O PPr__main__z=Clean Inductor generated code to remove Inductor dependencies) descriptionz&Path to inductor generated output code)typehelpz --output_pathz)Path to write out the clean triton output)rwdefaultrxz--no-auto-generate store_truez2Disable automatic generation of launch_params file)actionrx)T)argparserSrrYpathlibrrr rr(listr/dicttupler@boolrprt__name__ArgumentParserparser add_argument parse_argsargsrqrrno_auto_generaterfrr rs CC cc4$s)ctCy$$%)#uS#X*>%?$$<MQ??*-?EI??H34!% Q Q Q Q z%X $ $SF  4&N  +, 8    A    D ))t/D/D+DFAr