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weights.py
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weights.py
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import scipy.io
import fileinput
import glob
import numpy as np
with open('./Kw15.txt', 'w') as out:
matpath = './weights15.mat'
resnet_l = scipy.io.loadmat(matpath)
##########################conv1#########################
kw = resnet_l["conv1"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
########################block1-1########################
kw = resnet_l["res2a_branch1"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2a_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2a_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2a_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block1-2#######################
kw = resnet_l["res2b_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2b_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2b_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block1-3#######################
kw = resnet_l["res2c_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2c_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res2c_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block2-1#######################
kw = resnet_l["res3a_branch1"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3a_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3a_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3a_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block2-2#######################
kw = resnet_l["res3b_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3b_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3b_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block2-3#######################
kw = resnet_l["res3c_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3c_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3c_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block2-4#######################
kw = resnet_l["res3d_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3d_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res3d_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block3-1#######################
kw = resnet_l["res4a_branch1"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4a_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4a_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4a_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block3-2#######################
kw = resnet_l["res4b_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4b_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4b_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block3-3#######################
kw = resnet_l["res4c_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4c_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4c_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block3-4#######################
kw = resnet_l["res4d_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4d_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4d_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block3-5#######################
kw = resnet_l["res4e_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4e_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4e_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block3-6#######################
kw = resnet_l["res4f_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4f_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res4f_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block4-1#######################
kw = resnet_l["res5a_branch1"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5a_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5a_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5a_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block4-2#######################
kw = resnet_l["res5b_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5b_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5b_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################block4-3#######################
kw = resnet_l["res5c_branch2a"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5c_branch2b"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
kw = resnet_l["res5c_branch2c"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')
#########################fc1000#####################
kw = resnet_l["fc"][0][0][1]
out.write(str(kw) + ' ')
out.write('\n')