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    .ѹg                     @  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Z						dddZdd ZedkrNe  dS 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)symbolic_dimsdict | Nonec                 C  s$  i }|pi }|   D ]}g }|jD ](}|s|d qt|tr4||v r.|t||  q|d q|| q|jtv rOtj	j
| t|j ||j< q
|jtv rhtj	jdt|dt|j ||j< q
|jdkr~tj	jdt|dd||j< q
td|j d	|j  td
 q
|S )N     highsizetensor(bool)   r
   boolzunsupported input type z for input )
get_inputsshapeappend
isinstancestrinttype
float_dictnprandomrandastypenameinteger_dictuniformtuplerandintprintsysexit)sessr   feedsZ
input_metar   dim r'   f/Users/admin/.pyenv/versions/3.10.0/lib/python3.10/site-packages/onnxruntime/tools/onnxruntime_test.pygenerate_feeds!   s.   


 

"r)   r   Tc                 C  s  |pi }|rt dt   t d tjd d }|r+t }d|_tj	
| |_tj| |t d}| }	|s@t||}|r| D ]_}
dd |
jD }|
jtv retjj| t|
j ||
j< qF|
jtv r~tjjdt|d	t|
j ||
j< qF|
jd
krtjjdt|dd||
j< qFt d|
j d|
j  td qFt }t|D ]}| g |}qt }t d|	j!  t d|	j"  t d|  t d|| d |  d |r|# }t d|  d||dko|fS )Nz7Pausing execution ready for debugger to attach to pid: zPress key to continue.r   T)sess_options	providersc                 S  s   g | ]}|r|nd qS )r   r'   ).0r&   r'   r'   r(   
<listcomp>g       zrun_model.<locals>.<listcomp>r   r   r   r   r   r   zunsupported initializer type z for initializer r   zmodel: z	version: ziterations: zavg latency: z msztrace file written to: r   )$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$   metaZinitializerr   startZ_ioutputsendZ
trace_filer'   r'   r(   	run_modelC   sV   	

 

"rB   c                  C  s   t jdd} | jddd | jddtdd	d
 | jdddd | jdddd | jdi dd dd |  }t|j|j|j|j	|j
\}}}t| d S )NzSimple ONNX Runtime Test Tool.)descriptionr:   z
model path)helpr;   ?r   z"model run iterations. default=1000)nargsr   defaultrD   z--debug
store_truez.pause execution to allow attaching a debugger.)actionrD   z	--profilez'enable chrome timeline trace profiling.z--symbolic_dimsc                 S  s   t dd | dD S )Nc                 s  s    | ]}| d V  qdS )=N)split)r,   xr'   r'   r(   	<genexpr>   s    z)main.<locals>.<lambda>.<locals>.<genexpr>,)dictrK   )sr'   r'   r(   <lambda>   r.   zmain.<locals>.<lambda>zComma separated name=value pairs for any symbolic dimensions in the model input. e.g. --symbolic_dims batch=1,seqlen=5. If not provided, the value of 1 will be used for all symbolic dimensions.)rG   r   rD   )argparseArgumentParseradd_argumentr   
parse_argsrB   r:   r;   r<   r=   r   r"   r#   )parserargsZ	exit_code_r'   r'   r(   main   s0   	 rY   __main__)N)r   r   )r   NNNNT)
__future__r   rR   r/   r"   Ztimeitr   r6   Znumpyr   Zonnxruntimer3   r   r   r)   rB   rY   __name__r'   r'   r'   r(   <module>   s>   $
B
