U T?hC@sddlZddlZddlZddlZddlmZddlmZddlmZm Z m Z ddl Z e e efZ dZddZe jdd d Zde je e d d dZGdddZddZddZedkredS)N) OrderedDict)pprint)AnyDictListtuning_resultscCs(t|D]\}}|jtkr|SqdS)N) enumeratekey_TUNING_RESULTS_KEY)metadata_propsidxproprR/var/www/html/venv/lib/python3.8/site-packages/onnxruntime/tools/offline_tuning.py_find_tuning_results_in_propss  r)modelcCs,t|j}|dkrdS|j|}t|jS)Nr)rr jsonloadsvalue)rr Ztuning_results_proprrrextracts   rF)rrcCsRt|j}|s|dkstd|dkr2|j||j}t|_t||_ |S)Nrz||||f<q>q.dS)Nrr r7)rr2r3r8r&)r'r5r:r;r<r?r=r>rrrr4Ss  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|dkr|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)parserZ sub_parsersZextract_parserZ embed_parserZ merge_parserZ pprint_parserargsrrrrS\s(  rScCst}|jdkr^tt|j}|dkrFtj|jdt dt |t |j dn||jdkrt|j}t}dd|jDD]}||qt|||j}t||jn|jdkr t}d d|jDD]}||qt |t |j dn|jd krd}zt t |j}Wntk rDYnX|dkrz@t|j}t|}|dkrtj|jdt dWntk rYnX|dkrtj|jd t dt|ndS) Nrz( does not have tuning results embedded! rwrcSsg|]}tt|qSrrloadopen.0frrr szmain..r6cSsg|]}tt|qSrr[r^rrrrasrz1 is not a valid tuning results file or onnx file!)rSrBronnxZ load_modelrEsysstderrwriterWrdumpr]rFrrJr6rr@forceZ save_modelrIr\rM Exceptionr)rYrrZmergerrrrmainxsN              ri__main__)F)rNr"rrc collectionsrrtypingrrrrbr1rAr rZ ModelProtorrrrSrir.rrrrs"     ,0