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    T?h                     @  s   d dl mZ d dlZd dlZd dlZd dlmZ d dlZ	d dl
ZddddZdd	d
dddddZdddddZdddZdd Zedkre  dS )    )annotationsN)default_timerZfloat16Zfloat32Zfloat64)ztensor(float16)ztensor(float)ztensor(double)Zint32Zint8Zuint8Zint16Zuint16Zint64Zuint64)ztensor(int32)ztensor(int8)ztensor(uint8)ztensor(int16)ztensor(uint16)ztensor(int64)ztensor(uint64)zdict | None)symbolic_dimsc                 C  s&  i }|p
i }|   D ]
}g }|jD ]P}|s8|d q$t|trj||kr^|t||  qt|d q$|| q$|jtkrtj	j
| t|j ||j< q|jtkrtj	jdt|dt|j ||j< q|jdkrtj	jdt|dd||j< qtd|j d	|j  td
 q|S )N     highsizetensor(bool)   r	   boolzunsupported input type z for input )
get_inputsshapeappend
isinstancestrinttype
float_dictnprandomrandastypenameinteger_dictuniformtuplerandintprintsysexit)sessr   feedsZ
input_metar   dim r&   T/var/www/html/venv/lib/python3.8/site-packages/onnxruntime/tools/onnxruntime_test.pygenerate_feeds!   s.    


 

"r(   r   Tc                 C  s  |pi }|r2t dt   t d tjd d }|rVt }d|_tj	
| |_tj| |t d}| }	|st||}|rP| D ]}
dd |
jD }|
jtkrtjj| t|
j ||
j< q|
jtkrtjjdt|d	t|
j ||
j< q|
jd
kr,tjjdt|dd||
j< qt d|
j d|
j  td qt }t|D ]}| g |}q^t }t d|	j!  t d|	j"  t d|  t d|| d |  d |r|# }t d|  d||dko|fS )Nz7Pausing execution ready for debugger to attach to pid: zPress key to continue.r   T)sess_options	providersc                 S  s   g | ]}|r|nd qS )r   r&   ).0r%   r&   r&   r'   
<listcomp>g   s     zrun_model.<locals>.<listcomp>r   r   r
   r   r   r   zunsupported initializer type z for initializer r   zmodel: z	version: ziterations: zavg latency: z msztrace file written to: r   )$r    osgetpidr!   stdinreadonnxrtZSessionOptionsZenable_profilingpathbasenameZprofile_file_prefixZInferenceSessionZget_available_providersZget_modelmetar(   Zget_overridable_initializersr   r   r   r   r   r   r   r   r   r   r   r   r"   timerrangerunZ
graph_nameversionZend_profiling)
model_path	num_itersdebugprofiler   r$   Zoverride_initializersr)   r#   metaZinitializerr   startZ_ioutputsendZ
trace_filer&   r&   r'   	run_modelC   sV    	

 
"r@   c                  C  s   t jdd} | jddd | jddtdd	d
 | jdddd | jdddd | jdi dd dd |  }t|j|j|j|j	|j
\}}}t| d S )NzSimple ONNX Runtime Test Tool.)descriptionr8   z
model path)helpr9   ?r   z"model run iterations. default=1000)nargsr   defaultrB   z--debug
store_truez.pause execution to allow attaching a debugger.)actionrB   z	--profilez'enable chrome timeline trace profiling.z--symbolic_dimsc                 S  s   t dd | dD S )Nc                 s  s   | ]}| d V  qdS )=N)split)r+   xr&   r&   r'   	<genexpr>   s     z)main.<locals>.<lambda>.<locals>.<genexpr>,)dictrI   )sr&   r&   r'   <lambda>       zmain.<locals>.<lambda>zComma separated name=value pairs for any symbolic dimensions in the model input. e.g. --symbolic_dims batch=1,seqlen=5. If not provided, the value of 1 will be used for all symbolic dimensions.)rE   r   rB   )argparseArgumentParseradd_argumentr   
parse_argsr@   r8   r9   r:   r;   r   r!   r"   )parserargs	exit_code_r&   r&   r'   main   s0    	 rY   __main__)N)r   NNNNT)
__future__r   rQ   r-   r!   Ztimeitr   r4   numpyr   Zonnxruntimer1   r   r   r(   r@   rY   __name__r&   r&   r&   r'   <module>   s:   $      
B