o
    %Th                     @  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_timerfloat16float32float64)ztensor(float16)ztensor(float)ztensor(double)int32int8uint8int16uint16int64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$  i }|pi }|   D ]}g }|jD ](}|s|d qt|tr4||v r.|t||  q|d q|| q|jtv rOtj	j
| t|j ||j< q
|jtv rhtj	jdt|dt|j ||j< q
|jdkr~tj	jdt|dd||j< q
td|j d	|j  td
 q
|S )N     highsizetensor(bool)   r   boolzunsupported input type z for input )
get_inputsshapeappend
isinstancestrinttype
float_dictnprandomrandastypenameinteger_dictuniformtuplerandintprintsysexit)sessr   feeds
input_metar   dim r2   c/home/air/segue/gemini/back/venv/lib/python3.10/site-packages/onnxruntime/tools/onnxruntime_test.pygenerate_feeds!   s.   


 

"r4   r   Tc                 C  s  |pi }|rt dt   t d tjd d }|r+t }d|_tj	
| |_tj| |t d}| }	|s@t||}|r| D ]_}
dd |
jD }|
jtv retjj| t|
j ||
j< qF|
jtv r~tjjdt|d	t|
j ||
j< qF|
jd
krtjjdt|dd||
j< qFt d|
j d|
j  td qFt }t|D ]}| g |}qt }t d|	j!  t d|	j"  t d|  t d|| d |  d |r|# }t d|  d||dko|fS )Nz7Pausing execution ready for debugger to attach to pid: zPress key to continue.r   T)sess_options	providersc                 S  s   g | ]}|r|nd qS )r   r2   ).0r1   r2   r2   r3   
<listcomp>g       zrun_model.<locals>.<listcomp>r   r   r   r   r   r   zunsupported initializer type z for initializer r   zmodel: z	version: ziterations: zavg latency: z msztrace file written to: r   )$r+   osgetpidr,   stdinreadonnxrtSessionOptionsenable_profilingpathbasenameprofile_file_prefixInferenceSessionget_available_providersget_modelmetar4   get_overridable_initializersr   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r-   timerrangerun
graph_nameversionend_profiling)
model_path	num_itersdebugprofiler   r/   override_initializersr5   r.   metainitializerr   start_ioutputsend
trace_filer2   r2   r3   	run_modelC   sV   	

 

"rZ   c                  C  s   t jdd} | jddd | jddtdd	d
 | jdddd | jdddd | jdi dd dd |  }t|j|j|j|j	|j
\}}}t| d S )NzSimple ONNX Runtime Test Tool.)descriptionrN   z
model path)helprO   ?r   z"model run iterations. default=1000)nargsr    defaultr\   z--debug
store_truez.pause execution to allow attaching a debugger.)actionr\   z	--profilez'enable chrome timeline trace profiling.z--symbolic_dimsc                 S  s   t dd | dD S )Nc                 s  s    | ]}| d V  qdS )=N)split)r7   xr2   r2   r3   	<genexpr>   s    z)main.<locals>.<lambda>.<locals>.<genexpr>,)dictrc   )sr2   r2   r3   <lambda>   r9   zmain.<locals>.<lambda>zComma separated name=value pairs for any symbolic dimensions in the model input. e.g. --symbolic_dims batch=1,seqlen=5. If not provided, the value of 1 will be used for all symbolic dimensions.)r_   r    r\   )argparseArgumentParseradd_argumentr   
parse_argsrZ   rN   rO   rP   rQ   r   r,   r-   )parserargs	exit_code_r2   r2   r3   main   s0   	 rr   __main__)N)r   r   )r   NNNNT)
__future__r   rj   r:   r,   timeitr   rH   numpyr"   onnxruntimer>   r!   r'   r4   rZ   rr   __name__r2   r2   r2   r3   <module>   s>   $
B
