53 lines
2.3 KiB
Python
53 lines
2.3 KiB
Python
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import sys
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sys.path.append('../')
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from pycore.tikzeng import *
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from pycore.blocks import *
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arch = [
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to_head('..'),
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to_cor(),
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to_begin(),
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#input
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to_input( '../examples/fcn8s/cats.jpg' ),
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#block-001
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to_ConvConvRelu( name='ccr_b1', s_filer=500, n_filer=(64,64), offset="(0,0,0)", to="(0,0,0)", width=(2,2), height=40, depth=40 ),
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to_Pool(name="pool_b1", offset="(0,0,0)", to="(ccr_b1-east)", width=1, height=32, depth=32, opacity=0.5),
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*block_2ConvPool( name='b2', botton='pool_b1', top='pool_b2', s_filer=256, n_filer=128, offset="(1,0,0)", size=(32,32,3.5), opacity=0.5 ),
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*block_2ConvPool( name='b3', botton='pool_b2', top='pool_b3', s_filer=128, n_filer=256, offset="(1,0,0)", size=(25,25,4.5), opacity=0.5 ),
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*block_2ConvPool( name='b4', botton='pool_b3', top='pool_b4', s_filer=64, n_filer=512, offset="(1,0,0)", size=(16,16,5.5), opacity=0.5 ),
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#Bottleneck
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#block-005
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to_ConvConvRelu( name='ccr_b5', s_filer=32, n_filer=(1024,1024), offset="(2,0,0)", to="(pool_b4-east)", width=(8,8), height=8, depth=8, caption="Bottleneck" ),
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to_connection( "pool_b4", "ccr_b5"),
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#Decoder
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*block_Unconv( name="b6", botton="ccr_b5", top='end_b6', s_filer=64, n_filer=512, offset="(2.1,0,0)", size=(16,16,5.0), opacity=0.5 ),
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to_skip( of='ccr_b4', to='ccr_res_b6', pos=1.25),
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*block_Unconv( name="b7", botton="end_b6", top='end_b7', s_filer=128, n_filer=256, offset="(2.1,0,0)", size=(25,25,4.5), opacity=0.5 ),
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to_skip( of='ccr_b3', to='ccr_res_b7', pos=1.25),
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*block_Unconv( name="b8", botton="end_b7", top='end_b8', s_filer=256, n_filer=128, offset="(2.1,0,0)", size=(32,32,3.5), opacity=0.5 ),
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to_skip( of='ccr_b2', to='ccr_res_b8', pos=1.25),
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*block_Unconv( name="b9", botton="end_b8", top='end_b9', s_filer=512, n_filer=64, offset="(2.1,0,0)", size=(40,40,2.5), opacity=0.5 ),
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to_skip( of='ccr_b1', to='ccr_res_b9', pos=1.25),
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to_ConvSoftMax( name="soft1", s_filer=512, offset="(0.75,0,0)", to="(end_b9-east)", width=1, height=40, depth=40, caption="SOFT" ),
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to_connection( "end_b9", "soft1"),
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to_end()
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]
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def main():
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namefile = str(sys.argv[0]).split('.')[0]
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to_generate(arch, namefile + '.tex' )
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if __name__ == '__main__':
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main()
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