`i8 PddlZddlZddlZddlZddlmZdedefdZdedefdZdedefdZ de ed e ede efd Z d ed e ee eeffdefd Z d#dedededefdZeddfdededefdZedkr ejdZedededeeddedd d!"eZeejejej ZdSdS)$N)Path source_codereturnc^tjdd|}tjdd|}|S)Nz(\n.+\s\'\'\'\n) z (\'\'\'\,.+))resub)r remove_head remove_tails q/home/jaya/work/projects/VOICE-AGENT/VIET/agent-env/lib/python3.11/site-packages/torch/utils/_get_clean_triton.py"remove_triton_function_declarationr s/&,dK@@K&$ <z"rename_kernels..s?  ekk!nn%rzdef )rfinditerDOTALLreversedfindlen)rpatterntriton_kernel_declmatches end_indexcaptured_string index_of_Bs r rename_kernelsr+s@G&[+ryAAG '/w&7&7  " ? %%&8)DD   KZK(***+j3/A+B+BBDDEF K  roriginal_params new_paramscrtt|D]}||dkr ||||<|S)NT)ranger$)r,r-idxs r merge_paramsr20sCS__%%33 c?c ! !-c2JsO roriginalkernel_to_paramscd}dtffd }tj|||}tjdd|tj}|S)Nz(\w+)\.run\((.*)\)rc|d}|d}|\}}t|d|d}|d|dd|d}|S)Nrz, [z]())rr2splitjoin)r func_nameparamsr-grid new_stringr4s r rz"add_launch_params..replace=sKKNN Q+I6 D!&,,t"4"4j6F6Ft6L6LMM "DDDDDDIIj,A,ADDD rz"@triton_heuristics[^@]*@triton.jitz @triton.jit)flags)rrr r!)r3r4r%r transformedremove_inductor_wrapperss ` r add_launch_paramsrC7sq$G #      &'844K!v-i     $#rTinput_filenameoutput_filenameauto_generate_paramsc 8t|5}|}dddn #1swxYwY|}d|vrtdt|}t |}|d}t j|s|rtd|d t j }d|d<tj d|g|d d t j |pd }|jd krXtd |dtd|jtd|jtd|jtd|n5#t"$r(} td|dt%| | d} ~ wwxYwt j|std|d|dt|5} | } dddn #1swxYwYd| D} d| D} t)|| }t|d5}||dddn #1swxYwYtd||S)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.c8g|]}|dS)|)r:)ris r rz process_file..s"===QAGGCLL===rci|]A\}}}|||fBS)strip)rabcs r z process_file..s=VVVgaA AGGIIqwwyy#9VVVrw)openread RuntimeErrorr rospathexistsprintenvironcopy subprocessrundirname returncodestdoutstderr Exceptionr readlinesrCwrite)rDrErFfilertransformed_codelaunch_params_filenamerLresulteflaunch_params_meta split_paramskernel_args_grids r process_filerwTs n  "iikk """""""""""""""#$$ k   ::JKK+,<== .>>> 7>>0 1 16J U$:UUUVVV *//##C69C2 3^>*#GOON33:s F A%%8~888999000111000111"lY_Yjll D,BDD E E E E   Y~YYQTUVQWQWYY   7>>0 1 1  x- x x`n x x x    $ % %+[[]]+++++++++++++++>=*<===LVVVVV()9;KLL os # #%t #$$$%%%%%%%%%%%%%%% 5O 5 5666 sI155+CE>> F0#F++F07HHHI==JJztriton_only_repro.py input_path output_pathcXtt|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 )rwr)rxryrFs r get_clean_tritonr{s% J[)9)9;O P 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)r~defaultrz--no-auto-generate store_truez2Disable automatic generation of launch_params file)actionr)T)argparser_rrepathlibrrr rr+listr2dicttuplerCboolrwr{__name__ArgumentParserparser add_argument parse_argsargsrxryno_auto_generaterqrUrr rs CC cc4$s)ctCy$$%)#uS#X*>%?$$$$$<MQ???*-?EI?????H344!% Q Q Q Q Q Q Q Q z%X $SF  4&N  +,, 8    A     D  )t/D+DFFFAr