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he_uniformÚ Ú ┌samec C sî | }t d|âD ]<}|dkrt||||dŹ}q|dkr"t|||dŹ}q|dkr,t||â}q|dkr6t||â}q|dkrAt|||â}q d S |S ) Nr ┌ separatedę┌size┌padding┌duckv2)r ZmidscopeZ widescope┌resnet)┌range┌separated_conv2D_block┌duckv2_conv2D_block┌midscope_conv2D_block┌widescope_conv2D_block┌resnet_conv2D_block) ┌x┌filters┌
block_type┌repeat┌
dilation_rater r ┌result┌ię r! ˙9D:\Cercetare\__FinalVersion__\CustomLayers\ConvBlock2D.py┌
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Ź}t||||||gâ} t ddŹ| â} | S ) NÚ ę┌axisr r )r Ú r Ú r
r )r r r r# r r ) r r r ┌x1┌x2┌x3┌x4┌x5Zx6r! r! r" r s
r c C sT t |d|fdt|dŹ| â} tddŹ| â} t ||dfdt|dŹ| â} tddŹ| â} | S )Nr ┌relu)┌
activation┌kernel_initializerr r$ r% ęr r0 r )r r r r r! r! r" r 3 s
r c C sP t |ddtdddŹ| â} tddŹ| â} t |ddtdddŹ| â} tddŹ| â} | S ) Nęr r r. r
r ęr/ r0 r r r$ r% r' r1 ęr r r! r! r" r ? s
r c C sv t |ddtdddŹ| â} tddŹ| â} t |ddtdddŹ| â} tddŹ| â} t |ddtdd dŹ| â} tddŹ| â} | S )
Nr2 r. r
r r3 r$ r% r' r r1 r4 r! r! r" r K s r c C sé t |ddtd|dŹ| â}t |ddtd|dŹ| â} tddŹ| â} t |ddtd|dŹ| â} tddŹ| â} t| |gâ}tddŹ|â}|S )N)r r r. r
r3 r2 r$ r% )r r0 r r )r r r r) Zx_finalr! r! r" r [ s r N)r r r r
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)r )┌ keras.layersr r r r r r r r r0 r# r r r r r r! r! r! r" ┌<module> s