o .ѹgC@sddlZddlZddlZddlZddlmZddlmZddlmZm Z m Z ddl Z e e efZ dZddZde jfd d Zdde jde e fd d ZGdddZddZddZedkrcedSdS)N) OrderedDict)pprint)AnyDictListtuning_resultscCs(t|D] \}}|jtkr|SqdS)N) enumeratekey_TUNING_RESULTS_KEY)metadata_propsidxproprd/Users/admin/.pyenv/versions/3.10.0/lib/python3.10/site-packages/onnxruntime/tools/offline_tuning.py_find_tuning_results_in_propss  rmodelcCs,t|j}|dkr dS|j|}t|jS)Nr)rr jsonloadsvalue)rr Ztuning_results_proprrrextracts   rFcCsRt|j}|s|dksJd|dkr|j||j}t|_t||_|S)Nrzr<r=rrrr3Ss  zMerger._merge_oneN) r-r.r/r1r'r TuningResultsr5r?r3rrrrr0s  rcCst}|jddd}|jddd}|d|d|jd d d}|jd d d dd|jddd|jddd|jdddd|jddd}|jddd|jdddd|jddd}|jddd|}tt|dkrz|t d |S)!NzCommand to executecmd)helpdestrz2Extract embedded tuning results from an onnx file.)rB input_onnx output_jsonrz+Embed the tuning results into an onnx file.z--forcez-f store_truez+Overwrite the tuning results if it existed.)actionrB output_onnxzPath of the output onnx file.zPath of the input onnx file. input_json+z5Path(s) of the tuning results file(s) to be embedded.)nargsrBr5z4Merge multiple tuning results files as a single one.z'Path of the output tuning results file.z/Paths of the tuning results files to be merged.rz Pretty print the tuning results. json_or_onnxz+A tuning results json file or an onnx file.rr) argparseArgumentParserZadd_subparsersZ add_parser add_argument parse_argslenvars print_helpexit)parserZ sub_parsersZextract_parserZ embed_parserZ merge_parserZ pprint_parserargsrrrrP\s(  rPcCst}|jdkr/tt|j}|dur#tj|jdt dt |t |j ddS|jdkr_t|j}t}dd|jDD]}||qEt|||j}t||jdS|jdkrt}d d|jDD]}||qot |t |j ddS|jd krd}z t t |j}Wn tyYnw|durzt|j}t|}|durtj|jdt dWn tyYnw|durtj|jd t dt|dS dS) Nrz( does not have tuning results embedded! rwrcSg|] }tt|qSrrloadopen.0frrr zmain..r5cSrXrrYr\rrrr_r`rz1 is not a valid tuning results file or onnx file!)rPrAronnxZ load_modelrDsysstderrwriterTrdumpr[rErrIr5rr?forceZ save_modelrHrZrL Exceptionr)rVrrZmergerrrrmainxsT              rh__main__)F)rMr!rrb collectionsrrtypingrrrrar0r@r rZ ModelProtorrrrPrhr-rrrrs&     ,0