§
    2�Åj5  ã                  ó˜   — d dl mZ d dlZd dlmZ d dlmZ 	 	 	 	 ddd„Z G d„ de¦  «        Z	 G d„ de	¦  «        Z
 G d„ de	¦  «        ZdS )é    )ÚannotationsN)ÚRandomState)ÚOpRunç      à?FÚXú
np.ndarrayÚdrop_probabilityÚfloatÚseedú
int | NoneÚtraining_modeÚboolÚreturn_maskÚreturnútuple[np.ndarray]c                ó(  — |dk    s|s'|r"| t          j        | j        t          ¬¦  «        fS | fS t	          |¦  «        }|                     dd| j        ¦  «        |k    }dd|z
  z  }|r"|| z  |z  |                     t          ¦  «        fn|| z  |z  fS )Nr   )Údtypeg      ð?)ÚnpÚonesÚshaper   r   ÚuniformÚastype)r   r	   r   r   r   ÚrndÚmaskÚscales           úNC:\Projects\Historical\venv\Lib\site-packages\onnx/reference/ops/op_dropout.pyÚ_dropoutr      s°   € ð ˜1ÒÐ MÐØð 	3Ø•b”g˜aœg­TÐ2Ñ2Ô2Ð2Ð2Øˆtˆå
�dÑ
Ô
€CØ�;Š;�q˜#˜qœwÑ'Ô'Ð+;Ò;€DØ�3Ð)Ñ)Ñ*€EØ4?ÐXˆD�1‰H�uÑ˜dŸkšk­$Ñ/Ô/Ð0Ð0ÀdÈQÁhÐQVÑFVÐEXÐXó    c                  ó$   — e Zd Zd„ Z	 	 	 ddd„ZdS )ÚDropoutBasec                ód   — t          j        | ||¦  «         t          |j        ¦  «        | _        d S ©N)r   Ú__init__ÚlenÚoutputÚ	n_outputs)ÚselfÚ	onnx_nodeÚ
run_paramss      r   r#   zDropoutBase.__init__   s,   € ÝŒ�t˜Y¨
Ñ3Ô3Ð3Ý˜YÔ-Ñ.Ô.ˆŒˆˆr   Nr   Fr   r   r   r   Úratior
   r   r   r   r   c                ó<   — t          |||| j        dk    |¬¦  «        S )Né   )r   r   r   )r   r&   )r'   r   r   r*   r   s        r   Ú_private_runzDropoutBase._private_run#   s1   € õ ØØØØœ¨!Ò+Ø'ð
ñ 
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r   )Nr   F)
r   r   r   r   r*   r
   r   r   r   r   )Ú__name__Ú
__module__Ú__qualname__r#   r-   © r   r   r    r       sG   € € € € € ð/ð /ð /ð  ØØ#ð
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r   r    c                  ó   — e Zd Zdd„ZdS )Ú	Dropout_7Nc                ó.   — |                       ||¦  «        S r"   )r-   )r'   r   r*   s      r   Ú_runzDropout_7._run4   s   € Ø× Ò   EÑ*Ô*Ð*r   r"   ©r.   r/   r0   r5   r1   r   r   r3   r3   3   s(   € € € € € ð+ð +ð +ð +ð +ð +r   r3   c                  ó   — e Zd Zddœd„ZdS )Ú
Dropout_12N)r   c               ó¸   — |d         }t          |¦  «        dk    rdn|d         }t          |¦  «        dk    rdn|d         }|                      ||||¬¦  «        S )Nr   é   r   r,   F)r   r*   r   )r$   r-   )r'   r   Úinputsr   r*   r   s         r   r5   zDropout_12._run9   sn   € Ø�1ŒIˆÝ˜6‘{”{ aÒ'Ð'��¨V°A¬YˆÝ!$ V¡¤°Ò!1Ð!1˜˜°v¸a´yˆØ× Ò ØØØØ'ð	 !ñ 
ô 
ð 	
r   r6   r1   r   r   r8   r8   8   s0   € € € € € Ø!%ð 	
ð 	
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r   r8   )r   NFF)r   r   r	   r
   r   r   r   r   r   r   r   r   )Ú
__future__r   Únumpyr   Únumpy.randomr   Úonnx.reference.op_runr   r   r    r3   r8   r1   r   r   ú<module>r@      sý   ðð #Ð "Ð "Ð "Ð "Ð "à Ð Ð Ð Ø $Ð $Ð $Ð $Ð $Ð $à 'Ð 'Ð 'Ð 'Ð 'Ð 'ð
 "ØØØðYð Yð Yð Yð Yð$
ð 
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�%ñ 
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ð*+ð +ð +ð +ð +�ñ +ô +ð +ð

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