
    j
                    R    d dl mZ d dlZd dlmZ d dlmZmZ d dlm	Z	 	 	 	 dddZ
dS )    )annotationsN)Path)LOGGERYAML)check_requirementsF 	onnx_file
str | Pathimgsztuple[int, int]metadatadict | Noneoptimizeboolprefixstrreturnr   c                   	 ddl }n%# t          $ r t          dd           ddl }Y nw xY wt          j        d| d           t          |           } | j        | j         dz  }|                    d	
           |dz  }ddd|d         |d         giddt          |j
        j                  d dD             dd|d         dg ddidddiidddiiddg d iid!ddiigd"d#}	t          |d$          5 }
t          j        |	|
           ddd           n# 1 swxY w Y   |                    t          |           t          |          t          |          t!          |          %           |t#          j        |d&z  |           |S )'a  Convert an ONNX model to DeepX format using the DeepX DX-Compiler.

    Args:
        onnx_file (str | Path): Input ONNX model path.
        imgsz (tuple[int, int]): Export image size as ``(height, width)``.
        dataset (DataLoader): Calibration dataloader used to build the DeepX config.
        metadata (dict | None, optional): Optional metadata to save as YAML. Defaults to None.
        optimize (bool, optional): If True, enables higher compiler optimization which reduces inference latency and
            increases compilation time. Defaults to False.
        prefix (str, optional): Logging prefix. Defaults to "".

    Returns:
        (Path): Path to the exported DeepX model directory.
    r   Ndx_comz7-f https://sdk.deepx.ai/release/dxcom/v2.3.0/index.html)cmds
z starting export with DeepX..._deepx_modelT)exist_okzconfig.jsonimages      d   emac                h    g | ]/}|                                 |                                fD ]}|0S  )lowerupper).0xvals      a/var/www/html/Carbon-Document/venv/lib/python3.11/site-packages/ultralytics/utils/export/deepx.py
<listcomp>zonnx2deepx.<locals>.<listcomp>5   sD    fffPQPWPWPYPY[\[b[b[d[dOeffffff    )jpegjpgpngresizepadedge)r   r/   r/   )modesizepad_location	pad_valuedivr$   g     o@convertColorformBGR2RGB	transposeaxis)   r   r   	expandDim)dataset_pathfile_extensionspreprocessings)inputscalibration_numcalibration_methoddefault_loaderw)model
output_dirconfig	opt_levelzmetadata.yaml)r   ImportErrorr   r   infor   parentstemmkdirr   datasetimg_pathopenjsondumpcompileintr   save)r	   r   rM   r   r   r   r   export_pathconfig_pathrF   files              r&   
onnx2deepxrX      s9   ,   8*cdddd K;V;;;<<<YI"	%D%D%DDKt$$$-K aE!HeAh78# 899ff-CfffE58Vbqbqbqrrse%&)!45vyyy12vqk*

 

	 F" 
k3		  4	&$                              NNYC4D4DSQ\M]M]ilmuivivNwww	+/:::s    ))4DDD)NFr   )r	   r
   r   r   r   r   r   r   r   r   r   r   )
__future__r   rP   pathlibr   ultralytics.utilsr   r   ultralytics.utils.checksr   rX   r    r(   r&   <module>r]      s    # " " " " "        * * * * * * * * 7 7 7 7 7 7 !< < < < < < <r(   