args_analysis.txt

最大熵 等模型使用的 lbfgs 训练源代码。

Initialize:
x(0)-----x[0]:-1.2 x[1]:1 x[2]:-1.2 x[3]:1 
iterater:1 stp_:0.00303652
w_[0]:-215.6 w_[1]:-88 w_[2]:-215.6 w_[3]:-88 w_[4]:0 w_[5]:0 w_[6]:0 w_[7]:0 w_[8]:0 w_[9]:0 w_[10]:215.6 w_[11]:88 w_[12]:215.6 w_[13]:88 w_[14]:0 w_[15]:0 w_[16]:0 w_[17]:0 w_[18]:0 w_[19]:0 w_[20]:0 w_[21]:0 w_[22]:0 w_[23]:0 w_[24]:0 w_[25]:0 w_[26]:0 w_[27]:0 w_[28]:0 w_[29]:0 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~																									~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
								  g(0)                                                    												            d(0)=-H(0)*g(0)
H(0)-----scratch_array_[0]:1 scratch_array_[1]:1 scratch_array_[2]:1 scratch_array_[3]:1 
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
x(1)-----x[0]:-0.545327 x[1]:1.26721 x[2]:-0.545327 x[3]:1.26721 
iterater:1 stp_:0.00303652
w_[0]:-215.6 w_[1]:-88 w_[2]:-215.6 w_[3]:-88 w_[4]:0 w_[5]:0 w_[6]:0 w_[7]:0 w_[8]:0 w_[9]:0 w_[10]:215.6 w_[11]:88 w_[12]:215.6 w_[13]:88 w_[14]:0 w_[15]:0 w_[16]:0 w_[17]:0 w_[18]:0 w_[19]:0 w_[20]:0 w_[21]:0 w_[22]:0 w_[23]:0 w_[24]:0 w_[25]:0 w_[26]:0 w_[27]:0 w_[28]:0 w_[29]:0 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
x(0)-----scratch_array_[0]:-1.2 scratch_array_[1]:1 scratch_array_[2]:-1.2 scratch_array_[3]:1 
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
x[0]:-1.02587 x[1]:1.07107 x[2]:-1.02587 x[3]:1.07107 
iterater:1 stp_:0.000807643(*)
w_[0]:-215.6 w_[1]:-88 w_[2]:-215.6 w_[3]:-88 w_[4]:0 w_[5]:0 w_[6]:0 w_[7]:0 w_[8]:0 w_[9]:0 w_[10]:215.6 w_[11]:88 w_[12]:215.6 w_[13]:88 w_[14]:0 w_[15]:0 w_[16]:0 w_[17]:0 w_[18]:0 w_[19]:0 w_[20]:0 w_[21]:0 w_[22]:0 w_[23]:0 w_[24]:0 w_[25]:0 w_[26]:0 w_[27]:0 w_[28]:0 w_[29]:0 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~										                              ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                   g(0)(***)                                                                                               d(0)(*)
scratch_array_[0]:-1.2 scratch_array_[1]:1 scratch_array_[2]:-1.2 scratch_array_[3]:1
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
x[0]:-1.02587 x[1]:1.07107 x[2]:-1.02587 x[3]:1.07107 
iterater:2 stp_:1
w_[0]:3.60482 w_[1]:3.73173 w_[2]:3.60482 w_[3]:3.73173 w_[4]:0.0111884 w_[5]:0 w_[6]:0 w_[7]:-0.0199807 w_[8]:0 w_[9]:0 w_[10]:0.174128 w_[11]:0.0710726 w_[12]:0.174128 w_[13]:0.0710726 w_[14]:-0.00285255 w_[15]:-0.00291753 w_[16]:-0.00285255 w_[17]:-0.00291753 w_[18]:0 w_[19]:0 w_[20]:0 w_[21]:0 w_[22]:219.205 w_[23]:91.7317 w_[24]:219.205 w_[25]:91.7317 w_[26]:0 w_[27]:0 w_[28]:0 w_[29]:0 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~~~~~~~~~																									 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~                                     ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
                g(1)(**)(***)																																										                                      s(0)=stp_*d(0)(*)                                               d(1)=-H(1)*g(1)(**)                                                                                    y(0)=g(1)-g(0)(***)
H(1)(**)-----scratch_array_[0]:0.000791444 scratch_array_[1]:0.000791444 scratch_array_[2]:0.000791444 scratch_array_[3]:0.000791444 
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
x[0]:-1.02872 x[1]:1.06816 x[2]:-1.02872 x[3]:1.06816 
iterater:2 stp_:1
w_[0]:3.60482 w_[1]:3.73173 w_[2]:3.60482 w_[3]:3.73173 w_[4]:0.0111884 w_[5]:0 w_[6]:0 w_[7]:-0.0199807 w_[8]:0 w_[9]:0 w_[10]:0.174128 w_[11]:0.0710726 w_[12]:0.174128 w_[13]:0.0710726 w_[14]:-0.00285255 w_[15]:-0.00291753 w_[16]:-0.00285255 w_[17]:-0.00291753 w_[18]:0 w_[19]:0 w_[20]:0 w_[21]:0 w_[22]:219.205 w_[23]:91.7317 w_[24]:219.205 w_[25]:91.7317 w_[26]:0 w_[27]:0 w_[28]:0 w_[29]:0 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
scratch_array_[0]:-1.02587 scratch_array_[1]:1.07107 scratch_array_[2]:-1.02587 scratch_array_[3]:1.07107 
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
x[0]:-1.02872 x[1]:1.06816 x[2]:-1.02872 x[3]:1.06816 
iterater:3 stp_:1
w_[0]:0.0081933 w_[1]:1.97606 w_[2]:0.0081933 w_[3]:1.97606 w_[4]:0.0111884 w_[5]:32.5059 w_[6]:0 w_[7]:0.00314999 w_[8]:0.376326 w_[9]:0 w_[10]:0.174128 w_[11]:0.0710726 w_[12]:0.174128 w_[13]:0.0710726 w_[14]:-0.00285255 w_[15]:-0.00291753 w_[16]:-0.00285255 w_[17]:-0.00291753 w_[18]:-0.000250023 w_[19]:-0.00278488 w_[20]:-0.000250023 w_[21]:-0.00278488 w_[22]:219.205 w_[23]:91.7317 w_[24]:219.205 w_[25]:91.7317 w_[26]:-3.59663 w_[27]:-1.75568 w_[28]:-3.59663 w_[29]:-1.75568 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
scratch_array_[0]:0.000960275 scratch_array_[1]:0.000960275 scratch_array_[2]:0.000960275 scratch_array_[3]:0.000960275 
-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
x[0]:-1.02897 x[1]:1.06537 x[2]:-1.02897 x[3]:1.06537 
iterater:3 stp_:1
w_[0]:0.0081933 w_[1]:1.97606 w_[2]:0.0081933 w_[3]:1.97606 w_[4]:0.0111884 w_[5]:32.5059 w_[6]:0 w_[7]:0.00314999 w_[8]:0.376326 w_[9]:0 w_[10]:0.174128 w_[11]:0.0710726 w_[12]:0.174128 w_[13]:0.0710726 w_[14]:-0.00285255 w_[15]:-0.00291753 w_[16]:-0.00285255 w_[17]:-0.00291753 w_[18]:-0.000250023 w_[19]:-0.00278488 w_[20]:-0.000250023 w_[21]:-0.00278488 w_[22]:219.205 w_[23]:91.7317 w_[24]:219.205 w_[25]:91.7317 w_[26]:-3.59663 w_[27]:-1.75568 w_[28]:-3.59663 w_[29]:-1.75568 w_[30]:0 w_[31]:0 w_[32]:0 w_[33]:0 
scratch_array_[0]:-1.02872 scratch_array_[1]:1.06816 scratch_array_[2]:-1.02872 scratch_array_[3]:1.06816 
x[0]:-1.02897 x[1]:1.06537 x[2]:-1.02897 x[3]:1.06537 
iterater:4 stp_:1
w_[0]:-1.3493 w_[1]:1.31619 w_[2]:-1.3493 w_[3]:1.31619 w_[4]:0.0111884 w_[5]:32.5059 w_[6]:229.668 w_[7]:0.00316123 w_[8]:-0.576757 w_[9]:1.5287 w_[10]:0.00170139 w_[11]:-0.00854365 w_[12]:0.00170139 w_[13]:-0.00854365 w_[14]:-0.00285255 w_[15]:-0.00291753 w_[16]:-0.00285255 w_[17]:-0.00291753 w_[18]:-0.000250023 w_[19]:-0.00278488 w_[20]:-0.000250023 w_[21]:-0.00278488 w_[22]:219.205 w_[23]:91.7317 w_[24]:219.205 w_[25]:91.7317 w_[26]:-3.59663 w_[27]:-1.75568 w_[28]:-3.59663 w_[29]:-1.75568 w_[30]:-1.35749 w_[31]:-0.65987 w_[32]:-1.35749 w_[33]:-0.65987 
scratch_array_[0]:0.000955601 scratch_array_[1]:0.000955601 scratch_array_[2]:0.000955601 scratch_array_[3]:0.000955601 
x[0]:-1.02727 x[1]:1.05683 x[2]:-1.02727 x[3]:1.05683 
iterater:4 stp_:1
w_[0]:-1.3493 w_[1]:1.31619 w_[2]:-1.3493 w_[3]:1.31619 w_[4]:0.0111884 w_[5]:32.5059 w_[6]:229.668 w_[7]:0.00316123 w_[8]:-0.576757 w_[9]:1.5287 w_[10]:0.00170139 w_[11]:-0.00854365 w_[12]:0.00170139 w_[13]:-0.00854365 w_[14]:-0.00285255 w_[15]:-0.00291753 w_[16]:-0.00285255 w_[17]:-0.00291753 w_[18]:-0.000250023 w_[19]:-0.00278488 w_[20]:-0.000250023 w_[21]:-0.00278488 w_[22]:219.205 w_[23]:91.7317 w_[24]:219.205 w_[25]:91.7317 w_[26]:-3.59663 w_[27]:-1.75568 w_[28]:-3.59663 w_[29]:-1.75568 w_[30]:-1.35749 w_[31]:-0.65987 w_[32]:-1.35749 w_[33]:-0.65987 
scratch_array_[0]:-1.02897 scratch_array_[1]:1.06537 scratch_array_[2]:-1.02897 scratch_array_[3]:1.06537 
x[0]:-1.02727 x[1]:1.05683 x[2]:-1.02727 x[3]:1.05683 
iterater:5 stp_:1
w_[0]:-3.42348 w_[1]:0.307157 w_[2]:-3.42348 w_[3]:0.307157 w_[4]:98.1966 w_[5]:32.5059 w_[6]:229.668 w_[7]:1.65931 w_[8]:-0.576148 w_[9]:-2.53726 w_[10]:0.00170139 w_[11]:-0.00854365 w_[12]:0.00170139 w_[13]:-0.00854365 w_[14]:0.00837847 w_[15]:-0.0255962 w_[16]:0.00837847 w_[17]:-0.0255962 w_[18]:-0.000250023 w_[19]:-0.00278488 w_[20]:-0.000250023 w_[21]:-0.00278488 w_[22]:-2.07418 w_[23]:-1.00903 w_[24]:-2.07418 w_[25]:-1.00903 w_[26]:-3.59663 w_[27]:-1.75568 w_[28]:-3.59663 w_[29]:-1.75568 w_[30]:-1.35749 w_[31]:-0.65987 w_[32]:-1.35749 w_[33]:-0.65987 
scratch_array_[0]:0.000957043 scratch_array_[1]:0.000957043 scratch_array_[2]:0.000957043 scratch_array_[3]:0.000957043 
x[0]:-1.01889 x[1]:1.03123 x[2]:-1.01889 x[3]:1.03123 
iterater:5 stp_:1
w_[0]:-3.42348 w_[1]:0.307157 w_[2]:-3.42348 w_[3]:0.307157 w_[4]:98.1966 w_[5]:32.5059 w_[6]:229.668 w_[7]:1.65931 w_[8]:-0.576148 w_[9]:-2.53726 w_[10]:0.00170139 w_[11]:-0.00854365 w_[12]:0.00170139 w_[13]:-0.00854365 w_[14]:0.00837847 w_[15]:-0.0255962 w_[16]:0.00837847 w_[17]:-0.0255962 w_[18]:-0.000250023 w_[19]:-0.00278488 w_[20]:-0.000250023 w_[21]:-0.00278488 w_[22]:-2.07418 w_[23]:-1.00903 w_[24]:-2.07418 w_[25]:-1.00903 w_[26]:-3.59663 w_[27]:-1.75568 w_[28]:-3.59663 w_[29]:-1.75568 w_[30]:-1.35749 w_[31]:-0.65987 w_[32]:-1.35749 w_[33]:-0.65987 
scratch_array_[0]:-1.02727 scratch_array_[1]:1.05683 scratch_array_[2]:-1.02727 scratch_array_[3]:1.05683 
x[0]:-1.01889 x[1]:1.03123 x[2]:-1.01889 x[3]:1.03123 
iterater:6 stp_:1
w_[0]:-6.85672 w_[1]:-1.38333 w_[2]:-6.85672 w_[3]:-1.38333 w_[4]:98.1966 w_[5]:34.4718 w_[6]:229.668 w_[7]:-2.59701 w_[8]:1.51958 w_[9]:-2.47146 w_[10]:0.00170139 w_[11]:-0.00854365 w_[12]:0.00170139 w_[13]:-0.00854365 w_[14]:0.00837847 w_[15]:-0.0255962 w_[16]:0.00837847 w_[17]:-0.0255962 w_[18]:0.0272414 w_[19]:-0.0683635 w_[20]:0.0272414 w_[21]:-0.0683635 w_[22]:-2.07418 w_[23]:-1.00903 w_[24]:-2.07418 w_[25]:-1.00903 w_[26]:-3.43324 w_[27]:-1.69048 w_[28]:-3.43324 w_[29]:-1.69048 w_[30]:-1.35749 w_[31]:-0.65987 w_[32]:-1.35749 w_[33]:-0.65987 
scratch_array_[0]:0.000990423 scratch_array_[1]:0.000990423 scratch_array_[2]:0.000990423 scratch_array_[3]:0.000990423 
x[0]:-0.991654 x[1]:0.962867 x[2]:-0.991654 x[3]:0.962867 
iterater:6 stp_:1
w_[0]:-6.85672 w_[1]:-1.38333 w_[2]:-6.85672 w_[3]:-1.38333 w_[4]:98.1966 w_[5]:34.4718 w_[6]:229.668 w_[7]:-2.59701 w_[8]:1.51958 w_[9]:-2.47146 w_[10]:0.00170139 w_[11]:-0.00854365 w_[12]:0.00170139 w_[13]:-0.00854365 w_[14]:0.00837847 w_[15]:-0.0255962 w_[16]:0.00837847 w_[17]:-0.0255962 w_[18]:0.0272414 w_[19]:-0.0683635 w_[20]:0.0272414 w_[21]:-0.0683635 w_[22]:-2.07418 w_[23]:-1.00903 w_[24]:-2.07418 w_[25]:-1.00903 w_[26]:-3.43324 w_[27]:-1.69048 w_[28]:-3.43324 w_[29]:-1.69048 w_[30]:-1.35749 w_[31]:-0.65987 w_[32]:-1.35749 w_[33]:-0.65987 
scratch_array_[0]:-1.01889 scratch_array_[1]:1.03123 scratch_array_[2]:-1.01889 scratch_array_[3]:1.03123 
x[0]:-0.991654 x[1]:0.962867 x[2]:-0.991654 x[3]:0.962867 
iterater:7 stp_:1
w_[0]:-12.1188 w_[1]:-4.10198 w_[2]:-12.1188 w_[3]:-4.10198 w_[4]:98.1966 w_[5]:34.4718 w_[6]:11.7619 w_[7]:-2.23607 w_[8]:-2.29406 w_[9]:1.16932 w_[10]:0.0662044 w_[11]:-0.146425 w_[12]:0.0662044 w_[13]:-0.146425 w_[14]:0.00837847 w_[15]:-0.0255962 w_[16]:0.00837847 w_[17]:-0.0255962 w_[18]:0.0272414 w_[19]:-0.0683635 w_[20]:0.0272414 w_[21]:-0.0683635 w_[22]:-2.07418 w_[23]:-1.00903 w_[24]:-2.07418 w_[25]:-1.00903 w_[26]:-3.43324 w_[27]:-1.69048 w_[28]:-3.43324 w_[29]:-1.69048 w_[30]:-5.26207 w_[31]:-2.71865 w_[32]:-5.26207 w_[33]:-2.71865 
scratch_array_[0]:0.00121179 scratch_array_[1]:0.00121179 scratch_array_[2]:0.00121179 scratch_array_[3]:0.00121179 
x[0]:-0.925449 x[1]:0.816441 x[2]:-0.925449 x[3]:0.816441