o gC@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_propsidxproprW/var/www/visachat/venv/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 tuning_results_proprrrextracts   rFcCsRt|j}|s|dksJd|dkr|j||j}t|_t||_|S)Nrzrrrr4Ss  zMerger._merge_oneN) r.r/r0r2r(r TuningResultsr6r@r4rrrrr0s  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.)rC input_onnx output_jsonrz+Embed the tuning results into an onnx file.z--forcez-f store_truez+Overwrite the tuning results if it existed.)actionrC 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.)nargsrCr6z4Merge 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) argparseArgumentParseradd_subparsers add_parser add_argument parse_argslenvars print_helpexit)parser sub_parsersextract_parser embed_parser merge_parser pprint_parserargsrrrrS\s(  rScCst}|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..r6cSr`rrardrrrrgrhrz1 is not a valid tuning results file or onnx file!)rSrBronnx load_modelrEsysstderrwriterWrdumprcrFrrJr6rr@force save_modelrIrbrM Exceptionr)r^rrmergerrrrmainxsT              rs__main__)F)rNr"rrk collectionsrrtypingrrrrir1rAr r ModelProtorrrrSrsr.rrrrs&     ,0