[hts-users:02620] Re: [hts-users:02619] Re: [hts-users:02618] Re: [hts-users:02617] 回复: HMGens & HHEd processing duration
- Subject: [hts-users:02620] Re: [hts-users:02619] Re: [hts-users:02618] Re: [hts-users:02617] 回复: HMGens & HHEd processing duration
- From: ali azimizadeh <ali.azimizadeh@xxxxxxxxx>
- Date: Wed, 6 Oct 2010 18:30:34 +0330
- Delivered-to: hts-users@xxxxxxxxxxxxxxx
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Yes, i run HHed for cmp, dur and gv models with the label file. this is my batch file:
e:\scripts_models\HHED.exe -A -B -C "/cygdrive/e/scripts_models/trn.cnf" -D -T 0 -p -i -H "/cygdrive/e/scripts_models/cmp.mmf" -w "/cygdrive/e/str_para/rss1_1_cmp_all.mmf" "/cygdrive/e/str_para/rss1_1_cmp_mku.hed" "/cygdrive/e/scripts_models/full.list"
e:\scripts_models\HHED.exe -A -B -C "/cygdrive/e/scripts_models/trn.cnf" -D -T 0 -p -i -H "/cygdrive/e/scripts_models/dur.mmf" -w "/cygdrive/e/str_para/rss1_1_dur_all.mmf" "/cygdrive/e/str_para/rss1_1_dur_mku.hed" "/cygdrive/e/scripts_models/full.list"
e:\scripts_models\HHED.exe -A -B -C "/cygdrive/e/scripts_models/trn.cnf" -D -T 0 -p -i -H "/cygdrive/e/scripts_models/gv.mmf" -w "/cygdrive/e/str_para/rss1_1_gv_all.mmf" "/cygdrive/e/str_para/rss1_1_gv_mku.hed" "/cygdrive/e/scripts_models/gv.list"
e:\scripts_models\HMGenS.exe -A -B -c 0 -H "/cygdrive/e/str_para/rss1_1_cmp_all.mmf" -N "/cygdrive/e/str_para/rss1_1_dur_all.mmf" -M "/cygdrive/e/STR_para" -C "/cygdrive/e/str_para/rss1_1_syn.cnf" -D -t 1500 100 5000 "/cygdrive/e/str_para/rss1_1_cmp_tiedlist" "/cygdrive/e/str_para/rss1_1_dur_tiedlist" "/cygdrive/e/lab/rss1_1.lab"
e:\scripts_models\mgc2sp.exe -a 0.42 -g 0 -m 39 -l 1024 -o 2 e:\str_para\rss1_1.mgc > e:\str_para\rss1_1.sp
e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 0 -e 0 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 64 | e:\scripts_models\dfs -a 1 -1 > e:\str_para\rss1_1.ap1
e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 1 -e 1 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 64 | e:\scripts_models\dfs -a 1 -1 > e:\str_para\rss1_1.ap2
e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 2 -e 2 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 128 | e:\scripts_models\dfs -a 1 -1 > e:\str_para\rss1_1.ap3
e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 3 -e 3 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 128 | e:\scripts_models\dfs -a 1 -1 > e:\str_para\rss1_1.ap4
e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 4 -e 4 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 129 | e:\scripts_models\dfs -a 1 -1 > e:\str_para\rss1_1.ap5
e:\scripts_models\merge.exe -s 0 -l 64 -L 64 e:\str_para\rss1_1.ap1 e:\str_para\rss1_1.ap2 | e:\scripts_models\merge -s 128 -l 128 -L 128 e:\str_para\rss1_1.ap3 | e:\scripts_models\merge -s 256 -l 256 -L 128 e:\str_para\rss1_1.ap4 | e:\scripts_models\merge -s 384 -l 384 -L 129 e:\str_para\rss1_1.ap5 > e:\str_para\rss1_1.ap
these stages run successfully. but when i run the matlab code, it makes error.
when i search for the problem i synthesize the utterance word by word. and i found the exact word that causes error. there is a label in this word that duplicates in dur_tiedlist after hhed running:
#32: e$^a-g+a=r@1_3/A:0_0_2/B:0-0-3@2-2&3-14#1-6$1-1!0-1;0-0|a/C:1+0+3/D:CON_1/E:N_SING+3@2+5&2+4#1+1/F:P_3/G:14_6/H:16=6@5=5|NONE/I:8=3/J:99+45-9
#154: e$^a-g+a=r@1_3/A:1_0_2/B:0-0-3@2-1&6-10#2-4$1-1!1-2;0-0|a/C:0+0+2/D:CON_4/E:IF+2@2+5&2+4#1+1/F:N_SING_2/G:0_0/H:15=6@1=9|NONE/I:15=6/J:99+45-9 e$^a-g+a=r@1_3/A:0_0_2/B:0-0-3@2-2&3-14#1-6$1-1!0-1;0-0|a/C:1+0+3/D:CON_1/E:N_SING+3@2+5&2+4#1+1/F:P_3/G:14_6/H:16=6@5=5|NONE/I:8=3/J:99+45-9
this is the significant case that i think causes the error, because all another labels are unique in dur_tiedlist and cmp_tied_list. when i remove one of them the HMGenS gives error. although, when i change the utterance chunk that changes the label completely the wave is synthesized correctly. i think this is a HTS bug that cause this case and i hope find it.
also, you can see the attached log file.
i will be so glad if recive any idea.
Regards,
-Ali
2010/10/6 ZhuFengyun
<zhufengyun@xxxxxxxxxx>
Ali,
I've made a mistake about ap, what I mean is the vector length of bap is 5,
and ap is 513.
There is a default procedure "making unseen models" using HHED in
the HTS demos e.g. HTS-demo_CMU-ARCTIC-SLT_STRAIGHT, if you have unseen
labels you should do this before HMGenS. And it's ok for hts engine to use
unseen labels. If you haven't done it you should check the HTS demo training
scripts.
Best regards.
发件人: ali
azimizadeh
发送时间:
2010-10-06 19:18:36
收件人:
hts-users
抄送:
主题: [hts-users:02618] Re:
[hts-users:02617] 回复: HMGens & HHEd processing duration
Dear Zhu fengyun,
I think the ap size must
be 513 (probably 5 is a typing fault), yes it's not a STRAIGHT
problem. i
found a label that isn't in dur_tiedlist and also full_list.
i have this
model in the hts_engine format and when this utterance is synthesized by
hts_engine, it works successfully, but when HHED & HMGenS are used i have an
error.
i think the decision trees should map the new label to known ones, but
in this case it doesn't work. can you give me any
suggestion?
Thanks,
-Ali
Hi, Ali,
For the STRAIGHT problem, please check the the size of
generated sp ap and f0 files, for 16k samling rate, the size of sp should
be 513 * frame num, ap and f0 should be 5 and 1 * frame num. I think it's
not a STRAIGTH problem but something wrong with HTS training.
Best
regards.
Zhu fengyun
----- 原始邮件 -----
发件人: ali azimizadeh <
ali.azimizadeh@xxxxxxxxx>
收件人:
hts-users@xxxxxxxxxxxxxxx
已发送邮件: Tue, 05 Oct 2010
16:15:59 +0800 (CST)
主题: [hts-users:02616] HMGens & HHEd processing
duration
Hi,
I have made a set of HTS2007 models (using
hts2-1-1beta+STRAIGHT). i use HHEd and HMGenS to synthesize the utterances.
but there is problem. the synthesizing process lasts 30 second for each
utterance. cmp, dur and GV must be adopted by hhed for unseen data that lasts
20 second and STRAIGHT more that 5 second.
another problem relates
to STRAIGHT. when a sentencese is so long, for example contains 50 words,
STRAIGHT give me this error:
??? Error using ==> times
Matrix
dimensions must agree.
Error in ==> straightSynthTB07ca
at
324
tx2=fftshift(real(ifft(exp(ffx).*frtz.*[wnz;wnz(rbb2)].*wfv))).*ww;
% 31/May/2001
Error in ==> exstraightsynth at
59
[sy,statusReport]
=straightSynthTB07ca(n3sgram,f0raw,shiftm,fs,
...
Error
in ==> rss1_1 at 13
[sy]
=
exstraightsynth(f0,sp,ap,16000,prm);
could anybody
tell me how can decrease the duration of sythesis process? and also give me a
hint about solving the above error?
Best
Regards
-Ali
E:\str_para>e:\scripts_models\HHED.exe -A -B -C "/cygdrive/e/scripts_models/trn.cnf" -D -T 0 -p -i -H "/cygdrive/e/scripts_models/cmp.mmf" -w "/cygdrive/e/str_para/rss1_1_cmp_all.mmf" "/cygdrive/e/str_para/rss1_1_cmp_mku.hed" "/cygdrive/e/scripts_models/full.list"
/cygdrive/e/scripts_models/HHED -A -B -C /cygdrive/e/scripts_models/trn.cnf -D -T 0 -p -i -H /cygdrive/e/scripts_models/cmp.mmf -w /cygdrive/e/str_para/rss1_1_cmp_all.mmf /cygdrive/e/str_para/rss1_1_cmp_mku.hed /cygdrive/e/scripts_models/full.list
HTK Configuration Parameters[10]
Module/Tool Parameter Value
# MINDUR 5
# MAXSTDDEVCOEF 10
# APPLYDURVARFLOOR TRUE
# DURVARFLOORPERCENTILE 1.000000
# SHRINKOCCTHRESH Vector 5 100.0 100.0 100.0 100.0 100.0
# VFLOORSCALESTR Vector 5 0.01 0.01 0.01 0.01 0.01
# MINLEAFOCC 5.000000
# NATURALWRITEORDER TRUE
# NATURALREADORDER TRUE
# APPLYVFLOOR TRUE
LT /cygdrive/e/scripts_models/tree/cmp/mgc.inf.untied
Loading questions/trees from file
LT /cygdrive/e/scripts_models/tree/cmp/lf0.inf.untied
Loading questions/trees from file
LT /cygdrive/e/scripts_models/tree/cmp/bap.inf.untied
Loading questions/trees from file
HTK Configuration Parameters[10]
Module/Tool Parameter Value
# MINDUR 5
# MAXSTDDEVCOEF 10
# APPLYDURVARFLOOR TRUE
# DURVARFLOORPERCENTILE 1.000000
SHRINKOCCTHRESH Vector 5 100.0 100.0 100.0 100.0 100.0
# VFLOORSCALESTR Vector 5 0.01 0.01 0.01 0.01 0.01
MINLEAFOCC 5.000000
NATURALWRITEORDER TRUE
NATURALREADORDER TRUE
APPLYVFLOOR TRUE
E:\str_para>e:\scripts_models\HHED.exe -A -B -C "/cygdrive/e/scripts_models/trn.cnf" -D -T 0 -p -i -H "/cygdrive/e/scripts_models/dur.mmf" -w "/cygdrive/e/str_para/rss1_1_dur_all.mmf" "/cygdrive/e/str_para/rss1_1_dur_mku.hed" "/cygdrive/e/scripts_models/full.list"
/cygdrive/e/scripts_models/HHED -A -B -C /cygdrive/e/scripts_models/trn.cnf -D -T 0 -p -i -H /cygdrive/e/scripts_models/dur.mmf -w /cygdrive/e/str_para/rss1_1_dur_all.mmf /cygdrive/e/str_para/rss1_1_dur_mku.hed /cygdrive/e/scripts_models/full.list
HTK Configuration Parameters[10]
Module/Tool Parameter Value
# MINDUR 5
# MAXSTDDEVCOEF 10
# APPLYDURVARFLOOR TRUE
# DURVARFLOORPERCENTILE 1.000000
# SHRINKOCCTHRESH Vector 5 100.0 100.0 100.0 100.0 100.0
# VFLOORSCALESTR Vector 5 0.01 0.01 0.01 0.01 0.01
# MINLEAFOCC 5.000000
# NATURALWRITEORDER TRUE
# NATURALREADORDER TRUE
# APPLYVFLOOR TRUE
LT /cygdrive/e/scripts_models/tree/dur/dur.inf.untied
Loading questions/trees from file
HTK Configuration Parameters[10]
Module/Tool Parameter Value
# MINDUR 5
# MAXSTDDEVCOEF 10
# APPLYDURVARFLOOR TRUE
# DURVARFLOORPERCENTILE 1.000000
SHRINKOCCTHRESH Vector 5 100.0 100.0 100.0 100.0 100.0
# VFLOORSCALESTR Vector 5 0.01 0.01 0.01 0.01 0.01
MINLEAFOCC 5.000000
NATURALWRITEORDER TRUE
NATURALREADORDER TRUE
APPLYVFLOOR TRUE
E:\str_para>e:\scripts_models\HHED.exe -A -B -C "/cygdrive/e/scripts_models/trn.cnf" -D -T 0 -p -i -H "/cygdrive/e/scripts_models/gv.mmf" -w "/cygdrive/e/str_para/rss1_1_gv_all.mmf" "/cygdrive/e/str_para/rss1_1_gv_mku.hed" "/cygdrive/e/scripts_models/gv.list"
/cygdrive/e/scripts_models/HHED -A -B -C /cygdrive/e/scripts_models/trn.cnf -D -T 0 -p -i -H /cygdrive/e/scripts_models/gv.mmf -w /cygdrive/e/str_para/rss1_1_gv_all.mmf /cygdrive/e/str_para/rss1_1_gv_mku.hed /cygdrive/e/scripts_models/gv.list
HTK Configuration Parameters[10]
Module/Tool Parameter Value
# MINDUR 5
# MAXSTDDEVCOEF 10
# APPLYDURVARFLOOR TRUE
# DURVARFLOORPERCENTILE 1.000000
# SHRINKOCCTHRESH Vector 5 100.0 100.0 100.0 100.0 100.0
# VFLOORSCALESTR Vector 5 0.01 0.01 0.01 0.01 0.01
# MINLEAFOCC 5.000000
# NATURALWRITEORDER TRUE
# NATURALREADORDER TRUE
# APPLYVFLOOR TRUE
LT /cygdrive/e/scripts_models/tree/gv/mgc.inf
Loading questions/trees from file
LT /cygdrive/e/scripts_models/tree/gv/lf0.inf
Loading questions/trees from file
LT /cygdrive/e/scripts_models/tree/gv/bap.inf
Loading questions/trees from file
HTK Configuration Parameters[10]
Module/Tool Parameter Value
# MINDUR 5
# MAXSTDDEVCOEF 10
# APPLYDURVARFLOOR TRUE
# DURVARFLOORPERCENTILE 1.000000
SHRINKOCCTHRESH Vector 5 100.0 100.0 100.0 100.0 100.0
# VFLOORSCALESTR Vector 5 0.01 0.01 0.01 0.01 0.01
MINLEAFOCC 5.000000
NATURALWRITEORDER TRUE
NATURALREADORDER TRUE
APPLYVFLOOR TRUE
E:\str_para>e:\scripts_models\HMGenS.exe -A -B -c 0 -H "/cygdrive/e/str_para/rss1_1_cmp_all.mmf" -N "/cygdrive/e/str_para/rss1_1_dur_all.mmf" -M "/cygdrive/e/STR_para" -C "/cygdrive/e/str_para/rss1_1_syn.cnf" -D -t 1500 100 5000 "/cygdrive/e/str_para/rss1_1_cmp_tiedlist" "/cygdrive/e/str_para/rss1_1_dur_tiedlist" "/cygdrive/e/lab/rss1_1.lab"
/cygdrive/e/scripts_models/HMGenS -A -B -c 0 -H /cygdrive/e/str_para/rss1_1_cmp_all.mmf -N /cygdrive/e/str_para/rss1_1_dur_all.mmf -M /cygdrive/e/STR_para -C /cygdrive/e/str_para/rss1_1_syn.cnf -D -t 1500 100 5000 /cygdrive/e/str_para/rss1_1_cmp_tiedlist /cygdrive/e/str_para/rss1_1_dur_tiedlist /cygdrive/e/lab/rss1_1.lab
HTK Configuration Parameters[24]
Module/Tool Parameter Value
# CDGV TRUE
# GVOFFMODEL StrVec 1 #
# OPTKIND NEWTON
# GVWEIGHT 1
# HMMWEIGHT 1
# STEPDEC 0.500000
# STEPINC 1.200000
# STEPINIT 1
# MINEUCNORM 0.010000
# GVEPSILON 0.000100
# MAXGVITER 50
# GVHMMLIST /cygdrive/e/str_para/rss1_1_gv_tiedlist
# GVMODELMMF /cygdrive/e/str_para/rss1_1_gv_all.mmf
# USEGV TRUE
# EMEPSILON 0.000100
# MAXEMITER 20
# WINDIR /cygdrive/e/scripts_models/win
# WINFN StrVec 3 mgc.win1 mgc.win2 mgc.win3 StrVec 3 lf0.win1 lf0.win2 lf0.win3 StrVec 3 bap.win1 bap.win2 bap.win3
# PDFSTREXT StrVec 3 mgc lf0 bap
# PDFSTRORDER IntVec 3 40 1 5
# PDFSTRSIZE IntVec 3 1 3 1
# USEALIGN TRUE
# NATURALWRITEORDER TRUE
# NATURALREADORDER TRUE
Parameter generation considering global variance (GV)
Optimization=NEWTON step size (init=1.000, inc=1.20, dec=0.50)
HMM weight=1.00, GV weight=1.00
Stream: 1
Feature: 1
Iteration 1: GV Obj = 1.144644e+01 (HMM:1.144644e+01 GV:-1.097942e-30)
Iteration 2: GV Obj = 1.142358e+01 (HMM:1.148726e+01 GV:-6.367394e-02) Change = -0.022862
Iteration 3: GV Obj = 1.146582e+01 (HMM:1.148281e+01 GV:-1.698500e-02) Change = 0.019379
Iteration 4: GV Obj = 1.139666e+01 (HMM:1.145895e+01 GV:-6.228358e-02) Change = -0.069161
Iteration 5: GV Obj = 1.147044e+01 (HMM:1.147308e+01 GV:-2.633530e-03) Change = 0.004622
Iteration 6: GV Obj = 1.147473e+01 (HMM:1.148976e+01 GV:-1.502777e-02) Change = 0.004283
Iteration 7: GV Obj = 1.145855e+01 (HMM:1.147372e+01 GV:-1.516329e-02) Change = -0.016174
Iteration 8: GV Obj = 1.148252e+01 (HMM:1.148253e+01 GV:-8.589289e-06) Change = 0.007797
Iteration 9: GV Obj = 1.148485e+01 (HMM:1.148856e+01 GV:-3.709470e-03) Change = 0.002322
Iteration 10: GV Obj = 1.148701e+01 (HMM:1.148770e+01 GV:-6.874686e-04) Change = 0.002167
Iteration 11: GV Obj = 1.148834e+01 (HMM:1.149210e+01 GV:-3.766085e-03) Change = 0.001324
Iteration 12: GV Obj = 1.149002e+01 (HMM:1.149008e+01 GV:-6.000133e-05) Change = 0.001682
Iteration 13: GV Obj = 1.148718e+01 (HMM:1.149955e+01 GV:-1.237084e-02) Change = -0.002840
Iteration 14: GV Obj = 1.149137e+01 (HMM:1.149496e+01 GV:-3.587309e-03) Change = 0.001353
Iteration 15: GV Obj = 1.149294e+01 (HMM:1.149349e+01 GV:-5.509457e-04) Change = 0.001566
Iteration 16: GV Obj = 1.149361e+01 (HMM:1.149779e+01 GV:-4.176635e-03) Change = 0.000676
Iteration 17: GV Obj = 1.149428e+01 (HMM:1.149429e+01 GV:-1.321102e-05) Change = 0.000667
Iteration 18: GV Obj = 1.148713e+01 (HMM:1.150588e+01 GV:-1.874796e-02) Change = -0.007151
Iteration 19: GV Obj = 1.149578e+01 (HMM:1.150032e+01 GV:-4.541066e-03) Change = 0.001495
Iteration 20: GV Obj = 1.149712e+01 (HMM:1.149726e+01 GV:-1.344520e-04) Change = 0.001345
Iteration 21: GV Obj = 1.149680e+01 (HMM:1.150334e+01 GV:-6.541674e-03) Change = -0.000322
Iteration 22: GV Obj = 1.149820e+01 (HMM:1.150036e+01 GV:-2.154460e-03) Change = 0.001079
Iteration 23: GV Obj = 1.149895e+01 (HMM:1.150046e+01 GV:-1.509544e-03) Change = 0.000752
Iteration 24: GV Obj = 1.149967e+01 (HMM:1.150153e+01 GV:-1.862369e-03) Change = 0.000716
Iteration 25: GV Obj = 1.150059e+01 (HMM:1.150212e+01 GV:-1.525777e-03) Change = 0.000925
Iteration 26: GV Obj = 1.150155e+01 (HMM:1.150353e+01 GV:-1.980549e-03) Change = 0.000957
Iteration 27: GV Obj = 1.150280e+01 (HMM:1.150396e+01 GV:-1.159437e-03) Change = 0.001248
Iteration 28: GV Obj = 1.150357e+01 (HMM:1.150715e+01 GV:-3.580729e-03) Change = 0.000767
Iteration 29: GV Obj = 1.150146e+01 (HMM:1.150226e+01 GV:-7.937729e-04) Change = -0.002104
Iteration 30: GV Obj = 1.150453e+01 (HMM:1.150480e+01 GV:-2.633247e-04) Change = 0.000968
Iteration 31: GV Obj = 1.150384e+01 (HMM:1.151025e+01 GV:-6.401514e-03) Change = -0.000690
Iteration 32: GV Obj = 1.150524e+01 (HMM:1.150757e+01 GV:-2.329555e-03) Change = 0.000703
Iteration 33: GV Obj = 1.150593e+01 (HMM:1.150726e+01 GV:-1.328069e-03) Change = 0.000694
Iteration 34: GV Obj = 1.150647e+01 (HMM:1.150852e+01 GV:-2.050814e-03) Change = 0.000543
Iteration 35: GV Obj = 1.150731e+01 (HMM:1.150855e+01 GV:-1.241544e-03) Change = 0.000833
Iteration 36: GV Obj = 1.150793e+01 (HMM:1.151056e+01 GV:-2.627371e-03) Change = 0.000627
Iteration 37: GV Obj = 1.150877e+01 (HMM:1.150902e+01 GV:-2.488831e-04) Change = 0.000840
Iteration 38: GV Obj = 1.150422e+01 (HMM:1.151702e+01 GV:-1.280073e-02) Change = -0.004551
Iteration 39: GV Obj = 1.150892e+01 (HMM:1.151312e+01 GV:-4.199402e-03) Change = 0.000152
Iteration 40: GV Obj = 1.150942e+01 (HMM:1.150943e+01 GV:-1.357323e-05) Change = 0.000492
Iteration 41: GV Obj = 1.150624e+01 (HMM:1.151750e+01 GV:-1.126383e-02) Change = -0.003181
Iteration 42: GV Obj = 1.151052e+01 (HMM:1.151358e+01 GV:-3.057331e-03) Change = 0.001101
Iteration 43: GV Obj = 1.151135e+01 (HMM:1.151221e+01 GV:-8.644165e-04) Change = 0.000829
Iteration 44: GV Obj = 1.151165e+01 (HMM:1.151451e+01 GV:-2.868891e-03) Change = 0.000298
Iteration 45: GV Obj = 1.151241e+01 (HMM:1.151283e+01 GV:-4.295469e-04) Change = 0.000760
Iteration 46: GV Obj = 1.151138e+01 (HMM:1.151788e+01 GV:-6.497247e-03) Change = -0.001021
Iteration 47: GV Obj = 1.151282e+01 (HMM:1.151540e+01 GV:-2.580071e-03) Change = 0.000411
Iteration 48: GV Obj = 1.151350e+01 (HMM:1.151456e+01 GV:-1.052872e-03) Change = 0.000689
Iteration 49: GV Obj = 1.151384e+01 (HMM:1.151645e+01 GV:-2.615029e-03) Change = 0.000334
Iteration 50: GV Obj = 1.151458e+01 (HMM:1.151514e+01 GV:-5.586174e-04) Change = 0.000744
Optimization stopped by reaching max # of iterations (50).
Feature: 2
Iteration 1: GV Obj = 8.283430e+00 (HMM:8.283430e+00 GV:-1.687911e-29)
Iteration 2: GV Obj = 8.277519e+00 (HMM:8.294809e+00 GV:-1.728987e-02) Change = -0.005911
Iteration 3: GV Obj = 8.286421e+00 (HMM:8.290816e+00 GV:-4.395281e-03) Change = 0.002990
Iteration 4: GV Obj = 8.287335e+00 (HMM:8.287818e+00 GV:-4.832128e-04) Change = 0.000914
Iteration 5: GV Obj = 8.280089e+00 (HMM:8.297742e+00 GV:-1.765341e-02) Change = -0.007246
Iteration 6: GV Obj = 8.289845e+00 (HMM:8.292968e+00 GV:-3.122570e-03) Change = 0.002510
Iteration 7: GV Obj = 8.291344e+00 (HMM:8.291456e+00 GV:-1.125181e-04) Change = 0.001499
Iteration 8: GV Obj = 8.291870e+00 (HMM:8.294800e+00 GV:-2.929984e-03) Change = 0.000526
Iteration 9: GV Obj = 8.292512e+00 (HMM:8.292571e+00 GV:-5.930490e-05) Change = 0.000642
Iteration 10: GV Obj = 8.287897e+00 (HMM:8.299885e+00 GV:-1.198879e-02) Change = -0.004615
Iteration 11: GV Obj = 8.293712e+00 (HMM:8.296328e+00 GV:-2.616161e-03) Change = 0.001200
Iteration 12: GV Obj = 8.294786e+00 (HMM:8.294924e+00 GV:-1.381598e-04) Change = 0.001074
Iteration 13: GV Obj = 8.295041e+00 (HMM:8.297887e+00 GV:-2.845366e-03) Change = 0.000255
Iteration 14: GV Obj = 8.295268e+00 (HMM:8.295380e+00 GV:-1.111246e-04) Change = 0.000227
Iteration 15: GV Obj = 8.288847e+00 (HMM:8.302990e+00 GV:-1.414333e-02) Change = -0.006422
Iteration 16: GV Obj = 8.296328e+00 (HMM:8.299298e+00 GV:-2.970199e-03) Change = 0.001060
Iteration 17: GV Obj = 8.297284e+00 (HMM:8.297316e+00 GV:-3.177600e-05) Change = 0.000956
Iteration 18: GV Obj = 8.297038e+00 (HMM:8.300881e+00 GV:-3.842562e-03) Change = -0.000246
Iteration 19: GV Obj = 8.297975e+00 (HMM:8.299122e+00 GV:-1.147384e-03) Change = 0.000691
Iteration 20: GV Obj = 8.298412e+00 (HMM:8.299199e+00 GV:-7.868105e-04) Change = 0.000437
Iteration 21: GV Obj = 8.298833e+00 (HMM:8.299784e+00 GV:-9.510158e-04) Change = 0.000421
Iteration 22: GV Obj = 8.299362e+00 (HMM:8.300163e+00 GV:-8.008458e-04) Change = 0.000529
Iteration 23: GV Obj = 8.299924e+00 (HMM:8.300899e+00 GV:-9.746195e-04) Change = 0.000563
Iteration 24: GV Obj = 8.300626e+00 (HMM:8.301289e+00 GV:-6.623654e-04) Change = 0.000702
Iteration 25: GV Obj = 8.301225e+00 (HMM:8.302674e+00 GV:-1.448815e-03) Change = 0.000599
Iteration 26: GV Obj = 8.301558e+00 (HMM:8.301558e+00 GV:-3.871958e-07) Change = 0.000333
Iteration 27: GV Obj = 8.287963e+00 (HMM:8.309678e+00 GV:-2.171487e-02) Change = -0.013595
Iteration 28: GV Obj = 8.300320e+00 (HMM:8.305763e+00 GV:-5.442923e-03) Change = -0.001238
Iteration 29: GV Obj = 8.302351e+00 (HMM:8.303697e+00 GV:-1.345336e-03) Change = 0.000793
Iteration 30: GV Obj = 8.302769e+00 (HMM:8.303372e+00 GV:-6.031026e-04) Change = 0.000417
Iteration 31: GV Obj = 8.303048e+00 (HMM:8.304092e+00 GV:-1.044391e-03) Change = 0.000279
Iteration 32: GV Obj = 8.303486e+00 (HMM:8.304074e+00 GV:-5.878964e-04) Change = 0.000439
Iteration 33: GV Obj = 8.303814e+00 (HMM:8.305096e+00 GV:-1.282888e-03) Change = 0.000327
Iteration 34: GV Obj = 8.304287e+00 (HMM:8.304436e+00 GV:-1.498238e-04) Change = 0.000473
Iteration 35: GV Obj = 8.302594e+00 (HMM:8.308022e+00 GV:-5.428131e-03) Change = -0.001692
Iteration 36: GV Obj = 8.304405e+00 (HMM:8.306256e+00 GV:-1.851747e-03) Change = 0.000118
Iteration 37: GV Obj = 8.304829e+00 (HMM:8.304905e+00 GV:-7.609537e-05) Change = 0.000425
Iteration 38: GV Obj = 8.304047e+00 (HMM:8.307923e+00 GV:-3.875177e-03) Change = -0.000782
Iteration 39: GV Obj = 8.305170e+00 (HMM:8.306433e+00 GV:-1.263169e-03) Change = 0.000341
Iteration 40: GV Obj = 8.305525e+00 (HMM:8.306065e+00 GV:-5.397774e-04) Change = 0.000355
Iteration 41: GV Obj = 8.305730e+00 (HMM:8.306819e+00 GV:-1.088225e-03) Change = 0.000206
Iteration 42: GV Obj = 8.306113e+00 (HMM:8.306558e+00 GV:-4.449232e-04) Change = 0.000383
Iteration 43: GV Obj = 8.306222e+00 (HMM:8.307892e+00 GV:-1.669448e-03) Change = 0.000109
Iteration 44: GV Obj = 8.306081e+00 (HMM:8.306101e+00 GV:-2.063721e-05) Change = -0.000142
Iteration 45: GV Obj = 8.306677e+00 (HMM:8.307008e+00 GV:-3.317706e-04) Change = 0.000455
Iteration 46: GV Obj = 8.306774e+00 (HMM:8.308226e+00 GV:-1.452591e-03) Change = 0.000097
Converged (norm=4.176564e-01, change=9.726754e-05).
Feature: 3
Iteration 1: GV Obj = 7.148828e-01 (HMM:7.148828e-01 GV:-5.354715e-29)
Iteration 2: GV Obj = 7.140765e-01 (HMM:7.152281e-01 GV:-1.151598e-03) Change = -0.000806
Iteration 3: GV Obj = 7.148001e-01 (HMM:7.150891e-01 GV:-2.890034e-04) Change = -0.000083
Converged (norm=5.006459e-01, change=8.272445e-05).
Feature: 4
Iteration 1: GV Obj = 1.680889e+00 (HMM:1.680889e+00 GV:-6.106052e-29)
Iteration 2: GV Obj = 1.680393e+00 (HMM:1.681381e+00 GV:-9.888705e-04) Change = -0.000496
Iteration 3: GV Obj = 1.680918e+00 (HMM:1.681167e+00 GV:-2.482100e-04) Change = 0.000030
Converged (norm=2.052838e-01, change=2.954176e-05).
Feature: 5
Iteration 1: GV Obj = 3.498411e-01 (HMM:3.498411e-01 GV:-2.043913e-29)
Iteration 2: GV Obj = 3.444737e-01 (HMM:3.544027e-01 GV:-9.929084e-03) Change = -0.005367
Iteration 3: GV Obj = 3.499498e-01 (HMM:3.524698e-01 GV:-2.520027e-03) Change = 0.000109
Iteration 4: GV Obj = 3.472061e-01 (HMM:3.496805e-01 GV:-2.474415e-03) Change = -0.002744
Iteration 5: GV Obj = 3.511311e-01 (HMM:3.511314e-01 GV:-3.032721e-07) Change = 0.001181
Iteration 6: GV Obj = 3.513674e-01 (HMM:3.525620e-01 GV:-1.194548e-03) Change = 0.000236
Iteration 7: GV Obj = 3.516904e-01 (HMM:3.516921e-01 GV:-1.718693e-06) Change = 0.000323
Iteration 8: GV Obj = 3.510409e-01 (HMM:3.537064e-01 GV:-2.665515e-03) Change = -0.000649
Iteration 9: GV Obj = 3.520840e-01 (HMM:3.527208e-01 GV:-6.367422e-04) Change = 0.000394
Iteration 10: GV Obj = 3.523373e-01 (HMM:3.525444e-01 GV:-2.070299e-04) Change = 0.000253
Iteration 11: GV Obj = 3.524910e-01 (HMM:3.529897e-01 GV:-4.986757e-04) Change = 0.000154
Iteration 12: GV Obj = 3.527277e-01 (HMM:3.528975e-01 GV:-1.698412e-04) Change = 0.000237
Iteration 13: GV Obj = 3.528163e-01 (HMM:3.535789e-01 GV:-7.626263e-04) Change = 0.000089
Converged (norm=2.518639e-01, change=8.862650e-05).
Feature: 6
Iteration 1: GV Obj = 3.164420e-01 (HMM:3.164420e-01 GV:-2.338472e-31)
Iteration 2: GV Obj = 2.686161e-01 (HMM:3.231646e-01 GV:-5.454850e-02) Change = -0.047826
Iteration 3: GV Obj = 3.062885e-01 (HMM:3.202721e-01 GV:-1.398363e-02) Change = -0.010154
Iteration 4: GV Obj = 3.149347e-01 (HMM:3.184743e-01 GV:-3.539626e-03) Change = -0.001507
Iteration 5: GV Obj = 3.165971e-01 (HMM:3.174875e-01 GV:-8.903971e-04) Change = 0.000155
Iteration 6: GV Obj = 3.164145e-01 (HMM:3.167313e-01 GV:-3.168535e-04) Change = -0.000183
Iteration 7: GV Obj = 3.170805e-01 (HMM:3.171175e-01 GV:-3.701054e-05) Change = 0.000483
Iteration 8: GV Obj = 3.172578e-01 (HMM:3.175775e-01 GV:-3.196846e-04) Change = 0.000177
Iteration 9: GV Obj = 3.174902e-01 (HMM:3.175658e-01 GV:-7.556659e-05) Change = 0.000232
Iteration 10: GV Obj = 3.176429e-01 (HMM:3.180188e-01 GV:-3.758571e-04) Change = 0.000153
Iteration 11: GV Obj = 3.178219e-01 (HMM:3.178235e-01 GV:-1.617645e-06) Change = 0.000179
Iteration 12: GV Obj = 3.172979e-01 (HMM:3.189339e-01 GV:-1.636047e-03) Change = -0.000524
Iteration 13: GV Obj = 3.179480e-01 (HMM:3.183846e-01 GV:-4.365601e-04) Change = 0.000126
Iteration 14: GV Obj = 3.181192e-01 (HMM:3.181383e-01 GV:-1.908230e-05) Change = 0.000171
Iteration 15: GV Obj = 3.181130e-01 (HMM:3.187492e-01 GV:-6.362396e-04) Change = -0.000006
Converged (norm=5.575915e-01, change=6.237471e-06).
Feature: 7
Iteration 1: GV Obj = 2.538981e-01 (HMM:2.538981e-01 GV:-1.575574e-29)
Iteration 2: GV Obj = 2.188330e-01 (HMM:2.585730e-01 GV:-3.974001e-02) Change = -0.035065
Iteration 3: GV Obj = 2.464089e-01 (HMM:2.565290e-01 GV:-1.012010e-02) Change = -0.007489
Iteration 4: GV Obj = 2.527336e-01 (HMM:2.552869e-01 GV:-2.553323e-03) Change = -0.001165
Iteration 5: GV Obj = 2.539696e-01 (HMM:2.546108e-01 GV:-6.412528e-04) Change = 0.000071
Converged (norm=6.217918e-01, change=7.149877e-05).
Feature: 8
Iteration 1: GV Obj = 2.002446e-01 (HMM:2.002446e-01 GV:0.000000e+00)
Iteration 2: GV Obj = 1.178747e-01 (HMM:2.123816e-01 GV:-9.450690e-02) Change = -0.082370
Iteration 3: GV Obj = 1.825223e-01 (HMM:2.071508e-01 GV:-2.462853e-02) Change = -0.017722
Iteration 4: GV Obj = 1.976228e-01 (HMM:2.039071e-01 GV:-6.284307e-03) Change = -0.002622
Iteration 5: GV Obj = 2.005412e-01 (HMM:2.021283e-01 GV:-1.587096e-03) Change = 0.000297
Iteration 6: GV Obj = 2.002266e-01 (HMM:2.007526e-01 GV:-5.260213e-04) Change = -0.000315
Iteration 7: GV Obj = 2.013821e-01 (HMM:2.014556e-01 GV:-7.358761e-05) Change = 0.000841
Iteration 8: GV Obj = 2.016953e-01 (HMM:2.022770e-01 GV:-5.816794e-04) Change = 0.000313
Iteration 9: GV Obj = 2.021077e-01 (HMM:2.022641e-01 GV:-1.564428e-04) Change = 0.000412
Iteration 10: GV Obj = 2.023845e-01 (HMM:2.030408e-01 GV:-6.562812e-04) Change = 0.000277
Iteration 11: GV Obj = 2.027282e-01 (HMM:2.027424e-01 GV:-1.420170e-05) Change = 0.000344
Iteration 12: GV Obj = 2.020919e-01 (HMM:2.045470e-01 GV:-2.455051e-03) Change = -0.000636
Iteration 13: GV Obj = 2.029406e-01 (HMM:2.036546e-01 GV:-7.139114e-04) Change = 0.000212
Iteration 14: GV Obj = 2.032375e-01 (HMM:2.033053e-01 GV:-6.783843e-05) Change = 0.000297
Iteration 15: GV Obj = 2.032914e-01 (HMM:2.042443e-01 GV:-9.529214e-04) Change = 0.000054
Converged (norm=5.572894e-01, change=5.390206e-05).
Feature: 9
Iteration 1: GV Obj = 1.631437e-01 (HMM:1.631437e-01 GV:-2.073329e-29)
Iteration 2: GV Obj = 1.281290e-01 (HMM:1.667714e-01 GV:-3.864245e-02) Change = -0.035015
Iteration 3: GV Obj = 1.553096e-01 (HMM:1.651476e-01 GV:-9.837992e-03) Change = -0.007834
Iteration 4: GV Obj = 1.617113e-01 (HMM:1.641931e-01 GV:-2.481822e-03) Change = -0.001432
Iteration 5: GV Obj = 1.630571e-01 (HMM:1.636803e-01 GV:-6.232554e-04) Change = -0.000087
Converged (norm=6.628390e-01, change=8.666863e-05).
Feature: 10
Iteration 1: GV Obj = 1.550748e-01 (HMM:1.550748e-01 GV:-2.815857e-31)
Iteration 2: GV Obj = 1.095650e-01 (HMM:1.618232e-01 GV:-5.225816e-02) Change = -0.045510
Iteration 3: GV Obj = 1.455156e-01 (HMM:1.589162e-01 GV:-1.340058e-02) Change = -0.009559
Iteration 4: GV Obj = 1.537198e-01 (HMM:1.571123e-01 GV:-3.392549e-03) Change = -0.001355
Iteration 5: GV Obj = 1.552693e-01 (HMM:1.561228e-01 GV:-8.534627e-04) Change = 0.000195
Iteration 6: GV Obj = 1.553648e-01 (HMM:1.554627e-01 GV:-9.791753e-05) Change = 0.000095
Converged (norm=7.781050e-01, change=9.545395e-05).
Feature: 11
Iteration 1: GV Obj = 1.588026e-01 (HMM:1.588026e-01 GV:-8.347757e-30)
Iteration 2: GV Obj = 1.012490e-01 (HMM:1.656471e-01 GV:-6.439812e-02) Change = -0.057554
Iteration 3: GV Obj = 1.460697e-01 (HMM:1.626063e-01 GV:-1.653657e-02) Change = -0.012733
Iteration 4: GV Obj = 1.566105e-01 (HMM:1.607998e-01 GV:-4.189322e-03) Change = -0.002192
Iteration 5: GV Obj = 1.587708e-01 (HMM:1.598250e-01 GV:-1.054262e-03) Change = -0.000032
Converged (norm=8.816598e-01, change=3.182517e-05).
Feature: 12
Iteration 1: GV Obj = 4.287145e-02 (HMM:4.287145e-02 GV:-3.267726e-29)
Iteration 2: GV Obj = -1.877081e-01 (HMM:5.371363e-02 GV:-2.414218e-01) Change = -0.230580
Iteration 3: GV Obj = -1.378403e-02 (HMM:4.905236e-02 GV:-6.283639e-02) Change = -0.056655
Iteration 4: GV Obj = 3.012796e-02 (HMM:4.615186e-02 GV:-1.602390e-02) Change = -0.012743
Iteration 5: GV Obj = 4.051353e-02 (HMM:4.455915e-02 GV:-4.045618e-03) Change = -0.002358
Iteration 6: GV Obj = 4.271079e-02 (HMM:4.372717e-02 GV:-1.016378e-03) Change = -0.000161
Iteration 7: GV Obj = 4.304756e-02 (HMM:4.330228e-02 GV:-2.547174e-04) Change = 0.000176
Iteration 8: GV Obj = 4.324908e-02 (HMM:4.327190e-02 GV:-2.281538e-05) Change = 0.000202
Iteration 9: GV Obj = 4.337983e-02 (HMM:4.368475e-02 GV:-3.049192e-04) Change = 0.000131
Iteration 10: GV Obj = 4.351562e-02 (HMM:4.352722e-02 GV:-1.160241e-05) Change = 0.000136
Iteration 11: GV Obj = 4.297036e-02 (HMM:4.451152e-02 GV:-1.541153e-03) Change = -0.000545
Iteration 12: GV Obj = 4.369996e-02 (HMM:4.402235e-02 GV:-3.223879e-04) Change = 0.000184
Iteration 13: GV Obj = 4.386829e-02 (HMM:4.387124e-02 GV:-2.948646e-06) Change = 0.000168
Iteration 14: GV Obj = 4.391098e-02 (HMM:4.437066e-02 GV:-4.596806e-04) Change = 0.000043
Converged (norm=8.130597e-01, change=4.269087e-05).
Feature: 13
Iteration 1: GV Obj = 5.978586e-01 (HMM:5.978586e-01 GV:-6.781174e-28)
Iteration 2: GV Obj = 3.699238e-01 (HMM:6.152912e-01 GV:-2.453674e-01) Change = -0.227935
Iteration 3: GV Obj = 5.436968e-01 (HMM:6.083040e-01 GV:-6.460726e-02) Change = -0.054162
Iteration 4: GV Obj = 5.869457e-01 (HMM:6.035136e-01 GV:-1.656793e-02) Change = -0.010913
Iteration 5: GV Obj = 5.965997e-01 (HMM:6.007941e-01 GV:-4.194493e-03) Change = -0.001259
Iteration 6: GV Obj = 5.982982e-01 (HMM:5.993534e-01 GV:-1.055218e-03) Change = 0.000440
Iteration 7: GV Obj = 5.984773e-01 (HMM:5.987670e-01 GV:-2.897282e-04) Change = 0.000179
Iteration 8: GV Obj = 5.964626e-01 (HMM:6.018234e-01 GV:-5.360789e-03) Change = -0.002015
Iteration 9: GV Obj = 5.995151e-01 (HMM:6.003124e-01 GV:-7.972832e-04) Change = 0.001038
Iteration 10: GV Obj = 6.000326e-01 (HMM:6.000356e-01 GV:-3.001256e-06) Change = 0.000518
Iteration 11: GV Obj = 6.002678e-01 (HMM:6.012363e-01 GV:-9.684644e-04) Change = 0.000235
Iteration 12: GV Obj = 6.001971e-01 (HMM:6.004851e-01 GV:-2.879959e-04) Change = -0.000071
Converged (norm=1.250242e+00, change=7.070981e-05).
Feature: 14
Iteration 1: GV Obj = 5.799166e-01 (HMM:5.799166e-01 GV:-1.326661e-28)
Iteration 2: GV Obj = 3.296273e-01 (HMM:5.955288e-01 GV:-2.659015e-01) Change = -0.250289
Iteration 3: GV Obj = 5.192273e-01 (HMM:5.891922e-01 GV:-6.996492e-02) Change = -0.060689
Iteration 4: GV Obj = 5.669860e-01 (HMM:5.849218e-01 GV:-1.793579e-02) Change = -0.012931
Iteration 5: GV Obj = 5.779710e-01 (HMM:5.825111e-01 GV:-4.540042e-03) Change = -0.001946
Iteration 6: GV Obj = 5.800948e-01 (HMM:5.812368e-01 GV:-1.142055e-03) Change = 0.000178
Iteration 7: GV Obj = 5.791400e-01 (HMM:5.801817e-01 GV:-1.041669e-03) Change = -0.000955
Iteration 8: GV Obj = 5.807167e-01 (HMM:5.807175e-01 GV:-7.229214e-07) Change = 0.000622
Iteration 9: GV Obj = 5.810122e-01 (HMM:5.815692e-01 GV:-5.570293e-04) Change = 0.000295
Iteration 10: GV Obj = 5.813849e-01 (HMM:5.813892e-01 GV:-4.345031e-06) Change = 0.000373
Iteration 11: GV Obj = 5.814614e-01 (HMM:5.824636e-01 GV:-1.002247e-03) Change = 0.000076
Converged (norm=1.122325e+00, change=7.649943e-05).
Feature: 15
Iteration 1: GV Obj = 5.376799e-01 (HMM:5.376799e-01 GV:-1.194750e-30)
Iteration 2: GV Obj = 1.774190e-01 (HMM:5.601579e-01 GV:-3.827389e-01) Change = -0.360261
Iteration 3: GV Obj = 4.498616e-01 (HMM:5.509963e-01 GV:-1.011347e-01) Change = -0.087818
Iteration 4: GV Obj = 5.188784e-01 (HMM:5.448575e-01 GV:-2.597908e-02) Change = -0.018802
Iteration 5: GV Obj = 5.348160e-01 (HMM:5.413985e-01 GV:-6.582580e-03) Change = -0.002864
Iteration 6: GV Obj = 5.379150e-01 (HMM:5.395717e-01 GV:-1.656677e-03) Change = 0.000235
Iteration 7: GV Obj = 5.352365e-01 (HMM:5.379541e-01 GV:-2.717536e-03) Change = -0.002678
Iteration 8: GV Obj = 5.387468e-01 (HMM:5.387776e-01 GV:-3.077580e-05) Change = 0.000832
Iteration 9: GV Obj = 5.392225e-01 (HMM:5.402834e-01 GV:-1.060890e-03) Change = 0.000476
Iteration 10: GV Obj = 5.395727e-01 (HMM:5.396793e-01 GV:-1.065670e-04) Change = 0.000350
Iteration 11: GV Obj = 5.389909e-01 (HMM:5.420075e-01 GV:-3.016610e-03) Change = -0.000582
Iteration 12: GV Obj = 5.403514e-01 (HMM:5.408517e-01 GV:-5.002178e-04) Change = 0.000779
Iteration 13: GV Obj = 5.407652e-01 (HMM:5.408837e-01 GV:-1.185519e-04) Change = 0.000414
Iteration 14: GV Obj = 5.410984e-01 (HMM:5.415212e-01 GV:-4.227764e-04) Change = 0.000333
Iteration 15: GV Obj = 5.415529e-01 (HMM:5.416235e-01 GV:-7.058751e-05) Change = 0.000454
Iteration 16: GV Obj = 5.418036e-01 (HMM:5.426337e-01 GV:-8.301474e-04) Change = 0.000251
Iteration 17: GV Obj = 5.413704e-01 (HMM:5.418244e-01 GV:-4.540662e-04) Change = -0.000433
Iteration 18: GV Obj = 5.422198e-01 (HMM:5.422343e-01 GV:-1.450221e-05) Change = 0.000416
Iteration 19: GV Obj = 5.424117e-01 (HMM:5.431465e-01 GV:-7.348569e-04) Change = 0.000192
Iteration 20: GV Obj = 5.426373e-01 (HMM:5.426554e-01 GV:-1.810001e-05) Change = 0.000226
Iteration 21: GV Obj = 5.419578e-01 (HMM:5.444595e-01 GV:-2.501704e-03) Change = -0.000680
Iteration 22: GV Obj = 5.430368e-01 (HMM:5.435624e-01 GV:-5.256346e-04) Change = 0.000399
Iteration 23: GV Obj = 5.433304e-01 (HMM:5.434049e-01 GV:-7.458159e-05) Change = 0.000294
Iteration 24: GV Obj = 5.435061e-01 (HMM:5.440276e-01 GV:-5.214921e-04) Change = 0.000176
Iteration 25: GV Obj = 5.437682e-01 (HMM:5.437734e-01 GV:-5.189896e-06) Change = 0.000262
Iteration 26: GV Obj = 5.434482e-01 (HMM:5.450976e-01 GV:-1.649388e-03) Change = -0.000320
Iteration 27: GV Obj = 5.439776e-01 (HMM:5.444386e-01 GV:-4.609840e-04) Change = 0.000209
Iteration 28: GV Obj = 5.442219e-01 (HMM:5.443085e-01 GV:-8.657647e-05) Change = 0.000244
Iteration 29: GV Obj = 5.443667e-01 (HMM:5.448641e-01 GV:-4.973933e-04) Change = 0.000145
Iteration 30: GV Obj = 5.445823e-01 (HMM:5.445869e-01 GV:-4.584724e-06) Change = 0.000216
Iteration 31: GV Obj = 5.441469e-01 (HMM:5.459035e-01 GV:-1.756624e-03) Change = -0.000435
Iteration 32: GV Obj = 5.447618e-01 (HMM:5.452481e-01 GV:-4.863248e-04) Change = 0.000179
Iteration 33: GV Obj = 5.449839e-01 (HMM:5.450469e-01 GV:-6.298433e-05) Change = 0.000222
Iteration 34: GV Obj = 5.450760e-01 (HMM:5.456595e-01 GV:-5.834478e-04) Change = 0.000092
Converged (norm=6.019804e-01, change=9.215606e-05).
Feature: 16
Iteration 1: GV Obj = 2.829403e-01 (HMM:2.829403e-01 GV:-4.463932e-29)
Iteration 2: GV Obj = 1.248249e-01 (HMM:2.934966e-01 GV:-1.686717e-01) Change = -0.158115
Iteration 3: GV Obj = 2.452556e-01 (HMM:2.889671e-01 GV:-4.371156e-02) Change = -0.037685
Iteration 4: GV Obj = 2.750175e-01 (HMM:2.861409e-01 GV:-1.112344e-02) Change = -0.007923
Iteration 5: GV Obj = 2.817819e-01 (HMM:2.845874e-01 GV:-2.805468e-03) Change = -0.001158
Iteration 6: GV Obj = 2.830711e-01 (HMM:2.837756e-01 GV:-7.044531e-04) Change = 0.000131
Iteration 7: GV Obj = 2.830284e-01 (HMM:2.831975e-01 GV:-1.691338e-04) Change = -0.000043
Converged (norm=1.006539e+00, change=4.271188e-05).
Feature: 17
Iteration 1: GV Obj = 2.870510e-01 (HMM:2.870510e-01 GV:-3.005728e-28)
Iteration 2: GV Obj = -3.016629e-02 (HMM:3.039750e-01 GV:-3.341413e-01) Change = -0.317217
Iteration 3: GV Obj = 2.086582e-01 (HMM:2.969253e-01 GV:-8.826709e-02) Change = -0.078393
Iteration 4: GV Obj = 2.696708e-01 (HMM:2.923413e-01 GV:-2.267046e-02) Change = -0.017380
Iteration 5: GV Obj = 2.840406e-01 (HMM:2.897844e-01 GV:-5.743841e-03) Change = -0.003010
Iteration 6: GV Obj = 2.869943e-01 (HMM:2.884398e-01 GV:-1.445536e-03) Change = -0.000057
Converged (norm=1.681766e+00, change=5.677919e-05).
Feature: 18
Iteration 1: GV Obj = 4.079372e-01 (HMM:4.079372e-01 GV:-1.303482e-28)
Iteration 2: GV Obj = 7.775439e-02 (HMM:4.252981e-01 GV:-3.475438e-01) Change = -0.330183
Iteration 3: GV Obj = 3.268768e-01 (HMM:4.181003e-01 GV:-9.122349e-02) Change = -0.081060
Iteration 4: GV Obj = 3.900315e-01 (HMM:4.133894e-01 GV:-2.335797e-02) Change = -0.017906
Iteration 5: GV Obj = 4.048469e-01 (HMM:4.107560e-01 GV:-5.909124e-03) Change = -0.003090
Iteration 6: GV Obj = 4.078837e-01 (HMM:4.093698e-01 GV:-1.486024e-03) Change = -0.000053
Converged (norm=1.479978e+00, change=5.346559e-05).
Feature: 19
Iteration 1: GV Obj = 4.015234e-01 (HMM:4.015234e-01 GV:-5.261188e-28)
Iteration 2: GV Obj = 1.532009e-01 (HMM:4.119127e-01 GV:-2.587118e-01) Change = -0.248323
Iteration 3: GV Obj = 3.402453e-01 (HMM:4.073485e-01 GV:-6.710325e-02) Change = -0.061278
Iteration 4: GV Obj = 3.875104e-01 (HMM:4.045936e-01 GV:-1.708316e-02) Change = -0.014013
Iteration 5: GV Obj = 3.987884e-01 (HMM:4.030979e-01 GV:-4.309469e-03) Change = -0.002735
Iteration 6: GV Obj = 4.012383e-01 (HMM:4.023205e-01 GV:-1.082219e-03) Change = -0.000285
Iteration 7: GV Obj = 4.016533e-01 (HMM:4.019244e-01 GV:-2.711621e-04) Change = 0.000130
Iteration 8: GV Obj = 4.018100e-01 (HMM:4.018216e-01 GV:-1.160017e-05) Change = 0.000157
Iteration 9: GV Obj = 4.018652e-01 (HMM:4.022455e-01 GV:-3.803102e-04) Change = 0.000055
Converged (norm=5.597366e-01, change=5.517235e-05).
Feature: 20
Iteration 1: GV Obj = 1.902455e-01 (HMM:1.902455e-01 GV:-1.972650e-28)
Iteration 2: GV Obj = -1.142635e-01 (HMM:2.091401e-01 GV:-3.234035e-01) Change = -0.304509
Iteration 3: GV Obj = 1.155563e-01 (HMM:2.013139e-01 GV:-8.575754e-02) Change = -0.074689
Iteration 4: GV Obj = 1.741187e-01 (HMM:1.961850e-01 GV:-2.206627e-02) Change = -0.016127
Iteration 5: GV Obj = 1.877208e-01 (HMM:1.933165e-01 GV:-5.595774e-03) Change = -0.002525
Iteration 6: GV Obj = 1.903974e-01 (HMM:1.918063e-01 GV:-1.408897e-03) Change = 0.000152
Iteration 7: GV Obj = 1.890278e-01 (HMM:1.903631e-01 GV:-1.335319e-03) Change = -0.001370
Iteration 8: GV Obj = 1.910949e-01 (HMM:1.910953e-01 GV:-3.987109e-07) Change = 0.000697
Iteration 9: GV Obj = 1.914198e-01 (HMM:1.921206e-01 GV:-7.008686e-04) Change = 0.000325
Iteration 10: GV Obj = 1.918185e-01 (HMM:1.918252e-01 GV:-6.740859e-06) Change = 0.000399
Iteration 11: GV Obj = 1.918584e-01 (HMM:1.930913e-01 GV:-1.232966e-03) Change = 0.000040
Converged (norm=1.040905e+00, change=3.986582e-05).
Feature: 21
Iteration 1: GV Obj = 8.959738e-02 (HMM:8.959738e-02 GV:-3.775088e-28)
Iteration 2: GV Obj = -2.881977e-01 (HMM:1.047684e-01 GV:-3.929661e-01) Change = -0.377795
Iteration 3: GV Obj = -5.426075e-03 (HMM:9.809357e-02 GV:-1.035196e-01) Change = -0.095023
Iteration 4: GV Obj = 6.752052e-02 (HMM:9.407314e-02 GV:-2.655262e-02) Change = -0.022077
Iteration 5: GV Obj = 8.516912e-02 (HMM:9.189217e-02 GV:-6.723054e-03) Change = -0.004428
Iteration 6: GV Obj = 8.906758e-02 (HMM:9.075900e-02 GV:-1.691426e-03) Change = -0.000530
Iteration 7: GV Obj = 8.975756e-02 (HMM:9.018175e-02 GV:-4.241926e-04) Change = 0.000160
Iteration 8: GV Obj = 8.994891e-02 (HMM:8.994897e-02 GV:-5.483018e-08) Change = 0.000191
Iteration 9: GV Obj = 8.988197e-02 (HMM:9.077081e-02 GV:-8.888384e-04) Change = -0.000067
Converged (norm=1.170805e+00, change=6.694428e-05).
Feature: 22
Iteration 1: GV Obj = 5.785165e-02 (HMM:5.785165e-02 GV:-6.926691e-29)
Iteration 2: GV Obj = -3.357414e-01 (HMM:7.681686e-02 GV:-4.125582e-01) Change = -0.393593
Iteration 3: GV Obj = -4.080963e-02 (HMM:6.847226e-02 GV:-1.092819e-01) Change = -0.098661
Iteration 4: GV Obj = 3.534154e-02 (HMM:6.344646e-02 GV:-2.810492e-02) Change = -0.022510
Iteration 5: GV Obj = 5.359485e-02 (HMM:6.072018e-02 GV:-7.125326e-03) Change = -0.004257
Iteration 6: GV Obj = 5.750991e-02 (HMM:5.930370e-02 GV:-1.793784e-03) Change = -0.000342
Iteration 7: GV Obj = 5.813211e-02 (HMM:5.858212e-02 GV:-4.500065e-04) Change = 0.000280
Iteration 8: GV Obj = 5.842858e-02 (HMM:5.848911e-02 GV:-6.052811e-05) Change = 0.000296
Iteration 9: GV Obj = 5.860856e-02 (HMM:5.911781e-02 GV:-5.092534e-04) Change = 0.000180
Iteration 10: GV Obj = 5.883200e-02 (HMM:5.883350e-02 GV:-1.496920e-06) Change = 0.000223
Iteration 11: GV Obj = 5.823175e-02 (HMM:6.030980e-02 GV:-2.078051e-03) Change = -0.000600
Iteration 12: GV Obj = 5.908175e-02 (HMM:5.957560e-02 GV:-4.938430e-04) Change = 0.000250
Iteration 13: GV Obj = 5.932993e-02 (HMM:5.936239e-02 GV:-3.246770e-05) Change = 0.000248
Iteration 14: GV Obj = 5.942015e-02 (HMM:6.005481e-02 GV:-6.346649e-04) Change = 0.000090
Converged (norm=6.512808e-01, change=9.022310e-05).
Feature: 23
Iteration 1: GV Obj = 1.400173e-01 (HMM:1.400173e-01 GV:-3.304987e-29)
Iteration 2: GV Obj = -4.239665e-01 (HMM:1.587885e-01 GV:-5.827550e-01) Change = -0.563984
Iteration 3: GV Obj = -3.638814e-03 (HMM:1.505219e-01 GV:-1.541607e-01) Change = -0.143656
Iteration 4: GV Obj = 1.059277e-01 (HMM:1.455494e-01 GV:-3.962162e-02) Change = -0.034090
Iteration 5: GV Obj = 1.328113e-01 (HMM:1.428533e-01 GV:-1.004199e-02) Change = -0.007206
Iteration 6: GV Obj = 1.389251e-01 (HMM:1.414528e-01 GV:-2.527658e-03) Change = -0.001092
Iteration 7: GV Obj = 1.401054e-01 (HMM:1.407394e-01 GV:-6.340650e-04) Change = 0.000088
Converged (norm=9.062278e-01, change=8.803970e-05).
Feature: 24
Iteration 1: GV Obj = 1.021114e-01 (HMM:1.021114e-01 GV:-7.557427e-29)
Iteration 2: GV Obj = -4.833063e-01 (HMM:1.246456e-01 GV:-6.079519e-01) Change = -0.585418
Iteration 3: GV Obj = -4.714634e-02 (HMM:1.149964e-01 GV:-1.621427e-01) Change = -0.149258
Iteration 4: GV Obj = 6.712257e-02 (HMM:1.089584e-01 GV:-4.183580e-02) Change = -0.034989
Iteration 5: GV Obj = 9.501263e-02 (HMM:1.056360e-01 GV:-1.062339e-02) Change = -0.007099
Iteration 6: GV Obj = 1.012225e-01 (HMM:1.038990e-01 GV:-2.676522e-03) Change = -0.000889
Iteration 7: GV Obj = 1.023398e-01 (HMM:1.030115e-01 GV:-6.717225e-04) Change = 0.000228
Iteration 8: GV Obj = 1.025482e-01 (HMM:1.025824e-01 GV:-3.425423e-05) Change = 0.000208
Iteration 9: GV Obj = 1.021536e-01 (HMM:1.041421e-01 GV:-1.988484e-03) Change = -0.000395
Iteration 10: GV Obj = 1.029891e-01 (HMM:1.033659e-01 GV:-3.768035e-04) Change = 0.000441
Iteration 11: GV Obj = 1.032508e-01 (HMM:1.033429e-01 GV:-9.209730e-05) Change = 0.000262
Iteration 12: GV Obj = 1.034490e-01 (HMM:1.037954e-01 GV:-3.464097e-04) Change = 0.000198
Iteration 13: GV Obj = 1.037387e-01 (HMM:1.037807e-01 GV:-4.198904e-05) Change = 0.000290
Iteration 14: GV Obj = 1.038158e-01 (HMM:1.045921e-01 GV:-7.763770e-04) Change = 0.000077
Converged (norm=8.945650e-01, change=7.702091e-05).
Feature: 25
Iteration 1: GV Obj = 5.191488e-02 (HMM:5.191488e-02 GV:-3.090976e-29)
Iteration 2: GV Obj = -5.484674e-01 (HMM:7.625589e-02 GV:-6.247233e-01) Change = -0.600382
Iteration 3: GV Obj = -1.014691e-01 (HMM:6.568708e-02 GV:-1.671562e-01) Change = -0.153384
Iteration 4: GV Obj = 1.600550e-02 (HMM:5.920140e-02 GV:-4.319590e-02) Change = -0.035909
Iteration 5: GV Obj = 4.468123e-02 (HMM:5.565825e-02 GV:-1.097702e-02) Change = -0.007234
Iteration 6: GV Obj = 5.104495e-02 (HMM:5.381159e-02 GV:-2.766646e-03) Change = -0.000870
Iteration 7: GV Obj = 5.217502e-02 (HMM:5.286949e-02 GV:-6.944689e-04) Change = 0.000260
Iteration 8: GV Obj = 5.245152e-02 (HMM:5.245975e-02 GV:-8.227399e-06) Change = 0.000276
Iteration 9: GV Obj = 5.224867e-02 (HMM:5.394342e-02 GV:-1.694749e-03) Change = -0.000203
Iteration 10: GV Obj = 5.283687e-02 (HMM:5.320489e-02 GV:-3.680203e-04) Change = 0.000385
Iteration 11: GV Obj = 5.309339e-02 (HMM:5.323337e-02 GV:-1.399777e-04) Change = 0.000257
Iteration 12: GV Obj = 5.331078e-02 (HMM:5.363436e-02 GV:-3.235747e-04) Change = 0.000217
Iteration 13: GV Obj = 5.361608e-02 (HMM:5.372214e-02 GV:-1.060587e-04) Change = 0.000305
Iteration 14: GV Obj = 5.382852e-02 (HMM:5.436404e-02 GV:-5.355253e-04) Change = 0.000212
Iteration 15: GV Obj = 5.387220e-02 (HMM:5.393939e-02 GV:-6.719182e-05) Change = 0.000044
Converged (norm=9.143614e-01, change=4.368170e-05).
Feature: 26
Iteration 1: GV Obj = 5.852171e-02 (HMM:5.852171e-02 GV:-1.714512e-29)
Iteration 2: GV Obj = -6.601743e-01 (HMM:8.366005e-02 GV:-7.438344e-01) Change = -0.718696
Iteration 3: GV Obj = -1.264008e-01 (HMM:7.277334e-02 GV:-1.991741e-01) Change = -0.184922
Iteration 4: GV Obj = 1.458014e-02 (HMM:6.606814e-02 GV:-5.148800e-02) Change = -0.043942
Iteration 5: GV Obj = 4.931361e-02 (HMM:6.240008e-02 GV:-1.308647e-02) Change = -0.009208
Iteration 6: GV Obj = 5.718859e-02 (HMM:6.048719e-02 GV:-3.298591e-03) Change = -0.001333
Iteration 7: GV Obj = 5.868299e-02 (HMM:5.951102e-02 GV:-8.280299e-04) Change = 0.000161
Iteration 8: GV Obj = 5.848565e-02 (HMM:5.877700e-02 GV:-2.913562e-04) Change = -0.000197
Iteration 9: GV Obj = 5.911182e-02 (HMM:5.914661e-02 GV:-3.479114e-05) Change = 0.000429
Iteration 10: GV Obj = 5.930560e-02 (HMM:5.964776e-02 GV:-3.421565e-04) Change = 0.000194
Iteration 11: GV Obj = 5.957796e-02 (HMM:5.966914e-02 GV:-9.117908e-05) Change = 0.000272
Iteration 12: GV Obj = 5.978743e-02 (HMM:6.018056e-02 GV:-3.931285e-04) Change = 0.000209
Iteration 13: GV Obj = 6.007305e-02 (HMM:6.007977e-02 GV:-6.721936e-06) Change = 0.000286
Iteration 14: GV Obj = 5.983125e-02 (HMM:6.126134e-02 GV:-1.430087e-03) Change = -0.000242
Iteration 15: GV Obj = 6.026390e-02 (HMM:6.067305e-02 GV:-4.091525e-04) Change = 0.000191
Iteration 16: GV Obj = 6.051279e-02 (HMM:6.055861e-02 GV:-4.581520e-05) Change = 0.000249
Iteration 17: GV Obj = 6.064041e-02 (HMM:6.118269e-02 GV:-5.422853e-04) Change = 0.000128
Iteration 18: GV Obj = 6.070274e-02 (HMM:6.074738e-02 GV:-4.463992e-05) Change = 0.000062
Converged (norm=8.458654e-01, change=6.233422e-05).
Feature: 27
Iteration 1: GV Obj = 6.889308e-02 (HMM:6.889308e-02 GV:0.000000e+00)
Iteration 2: GV Obj = -9.106498e-01 (HMM:1.017135e-01 GV:-1.012363e+00) Change = -0.979543
Iteration 3: GV Obj = -1.878614e-01 (HMM:8.791301e-02 GV:-2.757744e-01) Change = -0.256754
Iteration 4: GV Obj = 7.185160e-03 (HMM:7.905547e-02 GV:-7.187031e-02) Change = -0.061708
Iteration 5: GV Obj = 5.579826e-02 (HMM:7.413738e-02 GV:-1.833912e-02) Change = -0.013095
Iteration 6: GV Obj = 6.692443e-02 (HMM:7.155601e-02 GV:-4.631579e-03) Change = -0.001969
Iteration 7: GV Obj = 6.907097e-02 (HMM:7.023474e-02 GV:-1.163767e-03) Change = 0.000178
Iteration 8: GV Obj = 6.794336e-02 (HMM:6.902441e-02 GV:-1.081049e-03) Change = -0.001128
Iteration 9: GV Obj = 6.963420e-02 (HMM:6.963471e-02 GV:-5.085677e-07) Change = 0.000563
Iteration 10: GV Obj = 6.996031e-02 (HMM:7.054554e-02 GV:-5.852332e-04) Change = 0.000326
Iteration 11: GV Obj = 7.035637e-02 (HMM:7.037479e-02 GV:-1.841617e-05) Change = 0.000396
Iteration 12: GV Obj = 7.051534e-02 (HMM:7.145240e-02 GV:-9.370580e-04) Change = 0.000159
Iteration 13: GV Obj = 6.992258e-02 (HMM:7.049650e-02 GV:-5.739272e-04) Change = -0.000593
Iteration 14: GV Obj = 7.096666e-02 (HMM:7.097818e-02 GV:-1.151781e-05) Change = 0.000451
Iteration 15: GV Obj = 7.120803e-02 (HMM:7.176393e-02 GV:-5.558975e-04) Change = 0.000241
Iteration 16: GV Obj = 7.154669e-02 (HMM:7.156370e-02 GV:-1.700597e-05) Change = 0.000339
Iteration 17: GV Obj = 7.162998e-02 (HMM:7.261735e-02 GV:-9.873655e-04) Change = 0.000083
Converged (norm=1.107147e+00, change=8.328615e-05).
Feature: 28
Iteration 1: GV Obj = 9.987419e-02 (HMM:9.987419e-02 GV:-8.469833e-30)
Iteration 2: GV Obj = -6.393292e-01 (HMM:1.281196e-01 GV:-7.674488e-01) Change = -0.739203
Iteration 3: GV Obj = -9.140557e-02 (HMM:1.163331e-01 GV:-2.077387e-01) Change = -0.191280
Iteration 4: GV Obj = 5.470933e-02 (HMM:1.086877e-01 GV:-5.397841e-02) Change = -0.045165
Iteration 5: GV Obj = 9.067321e-02 (HMM:1.044270e-01 GV:-1.375376e-02) Change = -0.009201
Iteration 6: GV Obj = 9.871602e-02 (HMM:1.021871e-01 GV:-3.471068e-03) Change = -0.001158
Iteration 7: GV Obj = 1.001679e-01 (HMM:1.010398e-01 GV:-8.718596e-04) Change = 0.000294
Iteration 8: GV Obj = 1.004044e-01 (HMM:1.004667e-01 GV:-6.236587e-05) Change = 0.000236
Iteration 9: GV Obj = 9.985925e-02 (HMM:1.025303e-01 GV:-2.671017e-03) Change = -0.000545
Iteration 10: GV Obj = 1.010221e-01 (HMM:1.015040e-01 GV:-4.819044e-04) Change = 0.000618
Iteration 11: GV Obj = 1.013638e-01 (HMM:1.014813e-01 GV:-1.174783e-04) Change = 0.000342
Iteration 12: GV Obj = 1.016166e-01 (HMM:1.020737e-01 GV:-4.570612e-04) Change = 0.000253
Iteration 13: GV Obj = 1.019905e-01 (HMM:1.020356e-01 GV:-4.503751e-05) Change = 0.000374
Iteration 14: GV Obj = 1.020438e-01 (HMM:1.031257e-01 GV:-1.081924e-03) Change = 0.000053
Converged (norm=9.561980e-01, change=5.325386e-05).
Feature: 29
Iteration 1: GV Obj = 7.072352e-02 (HMM:7.072352e-02 GV:-6.015270e-30)
Iteration 2: GV Obj = -3.378887e-01 (HMM:9.539273e-02 GV:-4.332815e-01) Change = -0.408612
Iteration 3: GV Obj = -3.127538e-02 (HMM:8.498370e-02 GV:-1.162591e-01) Change = -0.101999
Iteration 4: GV Obj = 4.825158e-02 (HMM:7.833500e-02 GV:-3.008342e-02) Change = -0.022472
Iteration 5: GV Obj = 6.699978e-02 (HMM:7.464961e-02 GV:-7.649833e-03) Change = -0.003724
Iteration 6: GV Obj = 7.078797e-02 (HMM:7.271665e-02 GV:-1.928683e-03) Change = 0.000064
Converged (norm=1.036218e+00, change=6.444820e-05).
Feature: 30
Iteration 1: GV Obj = 5.621129e-02 (HMM:5.621129e-02 GV:-1.530960e-28)
Iteration 2: GV Obj = -4.192356e-01 (HMM:8.812800e-02 GV:-5.073636e-01) Change = -0.475447
Iteration 3: GV Obj = -6.271798e-02 (HMM:7.474640e-02 GV:-1.374644e-01) Change = -0.118929
Iteration 4: GV Obj = 3.038896e-02 (HMM:6.612303e-02 GV:-3.573408e-02) Change = -0.025822
Iteration 5: GV Obj = 5.222119e-02 (HMM:6.132821e-02 GV:-9.107020e-03) Change = -0.003990
Iteration 6: GV Obj = 5.651141e-02 (HMM:5.881001e-02 GV:-2.298599e-03) Change = 0.000300
Iteration 7: GV Obj = 5.494471e-02 (HMM:5.637080e-02 GV:-1.426090e-03) Change = -0.001567
Iteration 8: GV Obj = 5.757975e-02 (HMM:5.760768e-02 GV:-2.792811e-05) Change = 0.001068
Iteration 9: GV Obj = 5.805245e-02 (HMM:5.909683e-02 GV:-1.044381e-03) Change = 0.000473
Iteration 10: GV Obj = 5.867506e-02 (HMM:5.879969e-02 GV:-1.246351e-04) Change = 0.000623
Iteration 11: GV Obj = 5.894584e-02 (HMM:6.034123e-02 GV:-1.395393e-03) Change = 0.000271
Iteration 12: GV Obj = 5.894609e-02 (HMM:5.907845e-02 GV:-1.323547e-04) Change = 0.000000
Converged (norm=8.605557e-01, change=2.534968e-07).
Feature: 31
Iteration 1: GV Obj = 5.334724e-02 (HMM:5.334724e-02 GV:-9.251986e-30)
Iteration 2: GV Obj = -4.660507e-01 (HMM:8.546654e-02 GV:-5.515173e-01) Change = -0.519398
Iteration 3: GV Obj = -7.751569e-02 (HMM:7.198961e-02 GV:-1.495053e-01) Change = -0.130863
Iteration 4: GV Obj = 2.444042e-02 (HMM:6.331410e-02 GV:-3.887368e-02) Change = -0.028907
Iteration 5: GV Obj = 4.858375e-02 (HMM:5.849209e-02 GV:-9.908348e-03) Change = -0.004763
Iteration 6: GV Obj = 5.345902e-02 (HMM:5.596002e-02 GV:-2.501000e-03) Change = 0.000112
Iteration 7: GV Obj = 4.979738e-02 (HMM:5.285073e-02 GV:-3.053348e-03) Change = -0.003662
Iteration 8: GV Obj = 5.442108e-02 (HMM:5.442662e-02 GV:-5.543547e-06) Change = 0.000962
Iteration 9: GV Obj = 5.498150e-02 (HMM:5.632562e-02 GV:-1.344120e-03) Change = 0.000560
Iteration 10: GV Obj = 5.549680e-02 (HMM:5.549778e-02 GV:-9.764386e-07) Change = 0.000515
Iteration 11: GV Obj = 5.535235e-02 (HMM:5.784452e-02 GV:-2.492169e-03) Change = -0.000144
Iteration 12: GV Obj = 5.602808e-02 (HMM:5.667883e-02 GV:-6.507509e-04) Change = 0.000531
Iteration 13: GV Obj = 5.638230e-02 (HMM:5.676920e-02 GV:-3.868958e-04) Change = 0.000354
Iteration 14: GV Obj = 5.669928e-02 (HMM:5.726424e-02 GV:-5.649655e-04) Change = 0.000317
Iteration 15: GV Obj = 5.710783e-02 (HMM:5.747442e-02 GV:-3.665863e-04) Change = 0.000409
Iteration 16: GV Obj = 5.746836e-02 (HMM:5.814433e-02 GV:-6.759721e-04) Change = 0.000361
Iteration 17: GV Obj = 5.792423e-02 (HMM:5.804630e-02 GV:-1.220702e-04) Change = 0.000456
Iteration 18: GV Obj = 5.748363e-02 (HMM:5.994219e-02 GV:-2.458559e-03) Change = -0.000441
Iteration 19: GV Obj = 5.807951e-02 (HMM:5.900123e-02 GV:-9.217220e-04) Change = 0.000155
Iteration 20: GV Obj = 5.839171e-02 (HMM:5.845401e-02 GV:-6.230499e-05) Change = 0.000312
Iteration 21: GV Obj = 5.819315e-02 (HMM:6.005034e-02 GV:-1.857191e-03) Change = -0.000199
Iteration 22: GV Obj = 5.860446e-02 (HMM:5.925596e-02 GV:-6.514996e-04) Change = 0.000213
Iteration 23: GV Obj = 5.883592e-02 (HMM:5.916646e-02 GV:-3.305365e-04) Change = 0.000231
Iteration 24: GV Obj = 5.900288e-02 (HMM:5.959892e-02 GV:-5.960390e-04) Change = 0.000167
Iteration 25: GV Obj = 5.927040e-02 (HMM:5.954116e-02 GV:-2.707555e-04) Change = 0.000268
Iteration 26: GV Obj = 5.939716e-02 (HMM:6.029429e-02 GV:-8.971302e-04) Change = 0.000127
Iteration 27: GV Obj = 5.937085e-02 (HMM:5.938136e-02 GV:-1.051492e-05) Change = -0.000026
Converged (norm=6.543583e-01, change=2.630656e-05).
Feature: 32
Iteration 1: GV Obj = 5.378588e-02 (HMM:5.378588e-02 GV:-1.684916e-29)
Iteration 2: GV Obj = -3.644124e-01 (HMM:9.208123e-02 GV:-4.564936e-01) Change = -0.418198
Iteration 3: GV Obj = -4.856847e-02 (HMM:7.632066e-02 GV:-1.248891e-01) Change = -0.102354
Iteration 4: GV Obj = 3.328657e-02 (HMM:6.590005e-02 GV:-3.261348e-02) Change = -0.020499
Iteration 5: GV Obj = 5.172455e-02 (HMM:6.005466e-02 GV:-8.330113e-03) Change = -0.002061
Iteration 6: GV Obj = 5.486840e-02 (HMM:5.697319e-02 GV:-2.104799e-03) Change = 0.001083
Iteration 7: GV Obj = 5.601161e-02 (HMM:5.604421e-02 GV:-3.259706e-05) Change = 0.001143
Iteration 8: GV Obj = 5.614910e-02 (HMM:5.965976e-02 GV:-3.510661e-03) Change = 0.000137
Iteration 9: GV Obj = 5.180873e-02 (HMM:5.508982e-02 GV:-3.281090e-03) Change = -0.004340
Iteration 10: GV Obj = 5.741047e-02 (HMM:5.741239e-02 GV:-1.923383e-06) Change = 0.001261
Iteration 11: GV Obj = 5.803538e-02 (HMM:6.012601e-02 GV:-2.090626e-03) Change = 0.000625
Iteration 12: GV Obj = 5.866081e-02 (HMM:5.866680e-02 GV:-5.992040e-06) Change = 0.000625
Iteration 13: GV Obj = 5.822731e-02 (HMM:6.223490e-02 GV:-4.007591e-03) Change = -0.000434
Iteration 14: GV Obj = 5.937833e-02 (HMM:6.046572e-02 GV:-1.087395e-03) Change = 0.000718
Iteration 15: GV Obj = 5.982860e-02 (HMM:6.044901e-02 GV:-6.204079e-04) Change = 0.000450
Iteration 16: GV Obj = 6.018958e-02 (HMM:6.114068e-02 GV:-9.510954e-04) Change = 0.000361
Iteration 17: GV Obj = 6.068523e-02 (HMM:6.125530e-02 GV:-5.700738e-04) Change = 0.000496
Iteration 18: GV Obj = 6.105226e-02 (HMM:6.224357e-02 GV:-1.191314e-03) Change = 0.000367
Iteration 19: GV Obj = 6.151194e-02 (HMM:6.162151e-02 GV:-1.095703e-04) Change = 0.000460
Iteration 20: GV Obj = 5.980070e-02 (HMM:6.511006e-02 GV:-5.309353e-03) Change = -0.001711
Iteration 21: GV Obj = 6.163538e-02 (HMM:6.338063e-02 GV:-1.745246e-03) Change = 0.000123
Iteration 22: GV Obj = 6.189839e-02 (HMM:6.191447e-02 GV:-1.607972e-05) Change = 0.000263
Iteration 23: GV Obj = 6.100328e-02 (HMM:6.507396e-02 GV:-4.070676e-03) Change = -0.000895
Iteration 24: GV Obj = 6.234845e-02 (HMM:6.350419e-02 GV:-1.155743e-03) Change = 0.000450
Iteration 25: GV Obj = 6.265838e-02 (HMM:6.313504e-02 GV:-4.766628e-04) Change = 0.000310
Iteration 26: GV Obj = 6.280633e-02 (HMM:6.387485e-02 GV:-1.068513e-03) Change = 0.000148
Iteration 27: GV Obj = 6.312922e-02 (HMM:6.346456e-02 GV:-3.353437e-04) Change = 0.000323
Iteration 28: GV Obj = 6.305108e-02 (HMM:6.492582e-02 GV:-1.874740e-03) Change = -0.000078
Converged (norm=5.176571e-01, change=7.813472e-05).
Feature: 33
Iteration 1: GV Obj = 7.578639e-02 (HMM:7.578639e-02 GV:0.000000e+00)
Iteration 2: GV Obj = -3.106929e-01 (HMM:1.114937e-01 GV:-4.221866e-01) Change = -0.386479
Iteration 3: GV Obj = -1.839195e-02 (HMM:9.661741e-02 GV:-1.150094e-01) Change = -0.094178
Iteration 4: GV Obj = 5.697298e-02 (HMM:8.694624e-02 GV:-2.997326e-02) Change = -0.018813
Iteration 5: GV Obj = 7.390409e-02 (HMM:8.155240e-02 GV:-7.648309e-03) Change = -0.001882
Iteration 6: GV Obj = 7.678432e-02 (HMM:7.871592e-02 GV:-1.931600e-03) Change = 0.000998
Iteration 7: GV Obj = 7.783336e-02 (HMM:7.789351e-02 GV:-6.015162e-05) Change = 0.001049
Iteration 8: GV Obj = 7.803822e-02 (HMM:8.101483e-02 GV:-2.976610e-03) Change = 0.000205
Iteration 9: GV Obj = 7.570349e-02 (HMM:7.741798e-02 GV:-1.714484e-03) Change = -0.002335
Iteration 10: GV Obj = 7.919718e-02 (HMM:7.924417e-02 GV:-4.699520e-05) Change = 0.001159
Iteration 11: GV Obj = 7.967169e-02 (HMM:8.138694e-02 GV:-1.715240e-03) Change = 0.000475
Iteration 12: GV Obj = 8.032916e-02 (HMM:8.040567e-02 GV:-7.651346e-05) Change = 0.000657
Iteration 13: GV Obj = 8.021454e-02 (HMM:8.310005e-02 GV:-2.885507e-03) Change = -0.000115
Iteration 14: GV Obj = 8.078416e-02 (HMM:8.176337e-02 GV:-9.792159e-04) Change = 0.000455
Iteration 15: GV Obj = 8.117704e-02 (HMM:8.180722e-02 GV:-6.301832e-04) Change = 0.000393
Iteration 16: GV Obj = 8.151460e-02 (HMM:8.237559e-02 GV:-8.609924e-04) Change = 0.000338
Iteration 17: GV Obj = 8.195622e-02 (HMM:8.255831e-02 GV:-6.020958e-04) Change = 0.000442
Iteration 18: GV Obj = 8.233146e-02 (HMM:8.332602e-02 GV:-9.945596e-04) Change = 0.000375
Iteration 19: GV Obj = 8.283058e-02 (HMM:8.309612e-02 GV:-2.655438e-04) Change = 0.000499
Iteration 20: GV Obj = 8.233079e-02 (HMM:8.541556e-02 GV:-3.084774e-03) Change = -0.000500
Iteration 21: GV Obj = 8.297082e-02 (HMM:8.426495e-02 GV:-1.294134e-03) Change = 0.000140
Iteration 22: GV Obj = 8.333112e-02 (HMM:8.350445e-02 GV:-1.733289e-04) Change = 0.000360
Iteration 23: GV Obj = 8.308464e-02 (HMM:8.547317e-02 GV:-2.388534e-03) Change = -0.000246
Iteration 24: GV Obj = 8.352936e-02 (HMM:8.449390e-02 GV:-9.645461e-04) Change = 0.000198
Iteration 25: GV Obj = 8.378385e-02 (HMM:8.433210e-02 GV:-5.482471e-04) Change = 0.000254
Iteration 26: GV Obj = 8.395429e-02 (HMM:8.484283e-02 GV:-8.885379e-04) Change = 0.000170
Iteration 27: GV Obj = 8.424813e-02 (HMM:8.471760e-02 GV:-4.694670e-04) Change = 0.000294
Iteration 28: GV Obj = 8.437257e-02 (HMM:8.562440e-02 GV:-1.251828e-03) Change = 0.000124
Iteration 29: GV Obj = 8.441365e-02 (HMM:8.441757e-02 GV:-3.919246e-06) Change = 0.000041
Converged (norm=5.331135e-01, change=4.108294e-05).
Feature: 34
Iteration 1: GV Obj = 6.375753e-02 (HMM:6.375753e-02 GV:-2.094770e-30)
Iteration 2: GV Obj = -1.288101e-01 (HMM:1.039759e-01 GV:-2.327860e-01) Change = -0.192568
Iteration 3: GV Obj = 2.356238e-02 (HMM:8.741084e-02 GV:-6.384846e-02) Change = -0.040195
Iteration 4: GV Obj = 5.977706e-02 (HMM:7.647022e-02 GV:-1.669316e-02) Change = -0.003980
Iteration 5: GV Obj = 6.606918e-02 (HMM:7.033538e-02 GV:-4.266205e-03) Change = 0.002312
Iteration 6: GV Obj = 6.822792e-02 (HMM:6.835613e-02 GV:-1.282117e-04) Change = 0.002159
Iteration 7: GV Obj = 6.838553e-02 (HMM:7.476953e-02 GV:-6.383997e-03) Change = 0.000158
Iteration 8: GV Obj = 6.273179e-02 (HMM:6.643455e-02 GV:-3.702767e-03) Change = -0.005654
Iteration 9: GV Obj = 7.059162e-02 (HMM:7.069831e-02 GV:-1.066930e-04) Change = 0.002206
Iteration 10: GV Obj = 7.133392e-02 (HMM:7.493621e-02 GV:-3.602290e-03) Change = 0.000742
Iteration 11: GV Obj = 7.235621e-02 (HMM:7.253374e-02 GV:-1.775261e-04) Change = 0.001022
Iteration 12: GV Obj = 7.182487e-02 (HMM:7.772218e-02 GV:-5.897307e-03) Change = -0.000531
Iteration 13: GV Obj = 7.311337e-02 (HMM:7.515841e-02 GV:-2.045041e-03) Change = 0.000757
Iteration 14: GV Obj = 7.370556e-02 (HMM:7.503664e-02 GV:-1.331088e-03) Change = 0.000592
Iteration 15: GV Obj = 7.416950e-02 (HMM:7.595439e-02 GV:-1.784888e-03) Change = 0.000464
Iteration 16: GV Obj = 7.481181e-02 (HMM:7.608155e-02 GV:-1.269744e-03) Change = 0.000642
Iteration 17: GV Obj = 7.531778e-02 (HMM:7.733922e-02 GV:-2.021441e-03) Change = 0.000506
Iteration 18: GV Obj = 7.605278e-02 (HMM:7.665790e-02 GV:-6.051220e-04) Change = 0.000735
Iteration 19: GV Obj = 7.501090e-02 (HMM:8.084132e-02 GV:-5.830418e-03) Change = -0.001042
Iteration 20: GV Obj = 7.620997e-02 (HMM:7.877136e-02 GV:-2.561392e-03) Change = 0.000157
Iteration 21: GV Obj = 7.678376e-02 (HMM:7.721401e-02 GV:-4.302447e-04) Change = 0.000574
Iteration 22: GV Obj = 7.627206e-02 (HMM:8.075974e-02 GV:-4.487673e-03) Change = -0.000512
Iteration 23: GV Obj = 7.706805e-02 (HMM:7.900020e-02 GV:-1.932154e-03) Change = 0.000284
Iteration 24: GV Obj = 7.747095e-02 (HMM:7.862858e-02 GV:-1.157637e-03) Change = 0.000403
Iteration 25: GV Obj = 7.771892e-02 (HMM:7.949121e-02 GV:-1.772285e-03) Change = 0.000248
Iteration 26: GV Obj = 7.818421e-02 (HMM:7.919846e-02 GV:-1.014247e-03) Change = 0.000465
Iteration 27: GV Obj = 7.836429e-02 (HMM:8.074266e-02 GV:-2.378362e-03) Change = 0.000180
Iteration 28: GV Obj = 7.852033e-02 (HMM:7.858453e-02 GV:-6.420085e-05) Change = 0.000156
Iteration 29: GV Obj = 7.220630e-02 (HMM:8.629360e-02 GV:-1.408730e-02) Change = -0.006314
Iteration 30: GV Obj = 7.842431e-02 (HMM:8.249369e-02 GV:-4.069381e-03) Change = -0.000096
Converged (norm=5.242697e-01, change=9.602063e-05).
Feature: 35
Iteration 1: GV Obj = 5.271953e-02 (HMM:5.271953e-02 GV:-1.926603e-30)
Iteration 2: GV Obj = -2.049065e-01 (HMM:9.091409e-02 GV:-2.958206e-01) Change = -0.257626
Iteration 3: GV Obj = -5.855117e-03 (HMM:7.512826e-02 GV:-8.098338e-02) Change = -0.058575
Iteration 4: GV Obj = 4.359748e-02 (HMM:6.475176e-02 GV:-2.115428e-02) Change = -0.009122
Iteration 5: GV Obj = 5.353862e-02 (HMM:5.894261e-02 GV:-5.403992e-03) Change = 0.000819
Iteration 6: GV Obj = 5.031696e-02 (HMM:5.294712e-02 GV:-2.630160e-03) Change = -0.003222
Iteration 7: GV Obj = 5.588512e-02 (HMM:5.602196e-02 GV:-1.368369e-04) Change = 0.002347
Iteration 8: GV Obj = 5.675750e-02 (HMM:5.909936e-02 GV:-2.341858e-03) Change = 0.000872
Iteration 9: GV Obj = 5.787086e-02 (HMM:5.834131e-02 GV:-4.704508e-04) Change = 0.001113
Iteration 10: GV Obj = 5.828299e-02 (HMM:6.106623e-02 GV:-2.783237e-03) Change = 0.000412
Iteration 11: GV Obj = 5.860176e-02 (HMM:5.860616e-02 GV:-4.407891e-06) Change = 0.000319
Iteration 12: GV Obj = 5.441360e-02 (HMM:6.594461e-02 GV:-1.153102e-02) Change = -0.004188
Iteration 13: GV Obj = 5.951851e-02 (HMM:6.232994e-02 GV:-2.811425e-03) Change = 0.000917
Iteration 14: GV Obj = 6.018546e-02 (HMM:6.032741e-02 GV:-1.419493e-04) Change = 0.000667
Iteration 15: GV Obj = 5.987487e-02 (HMM:6.384209e-02 GV:-3.967224e-03) Change = -0.000311
Iteration 16: GV Obj = 6.068981e-02 (HMM:6.209910e-02 GV:-1.409298e-03) Change = 0.000504
Iteration 17: GV Obj = 6.101465e-02 (HMM:6.209716e-02 GV:-1.082510e-03) Change = 0.000325
Iteration 18: GV Obj = 6.129658e-02 (HMM:6.255443e-02 GV:-1.257852e-03) Change = 0.000282
Iteration 19: GV Obj = 6.165917e-02 (HMM:6.273500e-02 GV:-1.075829e-03) Change = 0.000363
Iteration 20: GV Obj = 6.199739e-02 (HMM:6.329985e-02 GV:-1.302454e-03) Change = 0.000338
Iteration 21: GV Obj = 6.244770e-02 (HMM:6.331213e-02 GV:-8.644267e-04) Change = 0.000450
Iteration 22: GV Obj = 6.262720e-02 (HMM:6.467383e-02 GV:-2.046634e-03) Change = 0.000179
Iteration 23: GV Obj = 6.187930e-02 (HMM:6.196648e-02 GV:-8.717582e-05) Change = -0.000748
Iteration 24: GV Obj = 6.300481e-02 (HMM:6.333181e-02 GV:-3.269991e-04) Change = 0.000378
Iteration 25: GV Obj = 6.263591e-02 (HMM:6.583357e-02 GV:-3.197658e-03) Change = -0.000369
Iteration 26: GV Obj = 6.319326e-02 (HMM:6.458962e-02 GV:-1.396359e-03) Change = 0.000188
Iteration 27: GV Obj = 6.341669e-02 (HMM:6.438004e-02 GV:-9.633477e-04) Change = 0.000223
Iteration 28: GV Obj = 6.355969e-02 (HMM:6.482127e-02 GV:-1.261574e-03) Change = 0.000143
Iteration 29: GV Obj = 6.380966e-02 (HMM:6.473596e-02 GV:-9.263053e-04) Change = 0.000250
Iteration 30: GV Obj = 6.396385e-02 (HMM:6.541384e-02 GV:-1.449988e-03) Change = 0.000154
Iteration 31: GV Obj = 6.426518e-02 (HMM:6.472237e-02 GV:-4.571866e-04) Change = 0.000301
Iteration 32: GV Obj = 6.326852e-02 (HMM:6.753889e-02 GV:-4.270372e-03) Change = -0.000997
Iteration 33: GV Obj = 6.425302e-02 (HMM:6.613984e-02 GV:-1.886816e-03) Change = -0.000012
Converged (norm=2.466296e-01, change=1.216152e-05).
Feature: 36
Iteration 1: GV Obj = 3.701470e-02 (HMM:3.701470e-02 GV:-8.829185e-30)
Iteration 2: GV Obj = -1.981833e-01 (HMM:6.994809e-02 GV:-2.681314e-01) Change = -0.235198
Iteration 3: GV Obj = -1.675852e-02 (HMM:5.625930e-02 GV:-7.301782e-02) Change = -0.053773
Iteration 4: GV Obj = 2.830491e-02 (HMM:4.733148e-02 GV:-1.902657e-02) Change = -0.008710
Iteration 5: GV Obj = 3.749206e-02 (HMM:4.234671e-02 GV:-4.854655e-03) Change = 0.000477
Iteration 6: GV Obj = 3.248143e-02 (HMM:3.661671e-02 GV:-4.135284e-03) Change = -0.005011
Iteration 7: GV Obj = 3.954090e-02 (HMM:3.955196e-02 GV:-1.106201e-05) Change = 0.002049
Iteration 8: GV Obj = 4.043968e-02 (HMM:4.274671e-02 GV:-2.307030e-03) Change = 0.000899
Iteration 9: GV Obj = 4.145546e-02 (HMM:4.156743e-02 GV:-1.119739e-04) Change = 0.001016
Iteration 10: GV Obj = 4.151737e-02 (HMM:4.495546e-02 GV:-3.438085e-03) Change = 0.000062
Converged (norm=6.726905e-01, change=6.191617e-05).
Feature: 37
Iteration 1: GV Obj = -6.794157e-03 (HMM:-6.794157e-03 GV:-1.917835e-29)
Iteration 2: GV Obj = -2.038965e-01 (HMM:2.571474e-02 GV:-2.296112e-01) Change = -0.197102
Iteration 3: GV Obj = -5.037408e-02 (HMM:1.220629e-02 GV:-6.258038e-02) Change = -0.043580
Iteration 4: GV Obj = -1.292068e-02 (HMM:3.392570e-03 GV:-1.631325e-02) Change = -0.006127
Iteration 5: GV Obj = -5.692309e-03 (HMM:-1.529168e-03 GV:-4.163141e-03) Change = 0.001102
Iteration 6: GV Obj = -5.703912e-03 (HMM:-5.161733e-03 GV:-5.421791e-04) Change = -0.000012
Converged (norm=8.257633e-01, change=1.160304e-05).
Feature: 38
Iteration 1: GV Obj = -3.318876e-02 (HMM:-3.318876e-02 GV:-1.565668e-29)
Iteration 2: GV Obj = -1.916974e-01 (HMM:-3.012925e-03 GV:-1.886845e-01) Change = -0.158509
Iteration 3: GV Obj = -6.684008e-02 (HMM:-1.567319e-02 GV:-5.116689e-02) Change = -0.033651
Iteration 4: GV Obj = -3.713048e-02 (HMM:-2.382406e-02 GV:-1.330642e-02) Change = -0.003942
Iteration 5: GV Obj = -3.174658e-02 (HMM:-2.835468e-02 GV:-3.391894e-03) Change = 0.001442
Iteration 6: GV Obj = -3.042879e-02 (HMM:-3.042194e-02 GV:-6.851484e-06) Change = 0.001318
Iteration 7: GV Obj = -3.132545e-02 (HMM:-2.419820e-02 GV:-7.127255e-03) Change = -0.000897
Iteration 8: GV Obj = -2.895349e-02 (HMM:-2.725716e-02 GV:-1.696332e-03) Change = 0.001475
Iteration 9: GV Obj = -2.808835e-02 (HMM:-2.730469e-02 GV:-7.836556e-04) Change = 0.000865
Iteration 10: GV Obj = -2.745522e-02 (HMM:-2.602164e-02 GV:-1.433571e-03) Change = 0.000633
Iteration 11: GV Obj = -2.661118e-02 (HMM:-2.594851e-02 GV:-6.626734e-04) Change = 0.000844
Iteration 12: GV Obj = -2.610615e-02 (HMM:-2.413020e-02 GV:-1.975948e-03) Change = 0.000505
Iteration 13: GV Obj = -2.573708e-02 (HMM:-2.573656e-02 GV:-5.155277e-07) Change = 0.000369
Iteration 14: GV Obj = -3.167286e-02 (HMM:-1.871340e-02 GV:-1.295946e-02) Change = -0.005936
Iteration 15: GV Obj = -2.550266e-02 (HMM:-2.216957e-02 GV:-3.333089e-03) Change = 0.000234
Iteration 16: GV Obj = -2.572049e-02 (HMM:-2.554867e-02 GV:-1.718256e-04) Change = -0.000218
Iteration 17: GV Obj = -2.435135e-02 (HMM:-2.384440e-02 GV:-5.069524e-04) Change = 0.001151
Iteration 18: GV Obj = -2.411132e-02 (HMM:-2.285236e-02 GV:-1.258955e-03) Change = 0.000240
Iteration 19: GV Obj = -2.371467e-02 (HMM:-2.290736e-02 GV:-8.073114e-04) Change = 0.000397
Iteration 20: GV Obj = -2.339132e-02 (HMM:-2.219170e-02 GV:-1.199614e-03) Change = 0.000323
Iteration 21: GV Obj = -2.289688e-02 (HMM:-2.222677e-02 GV:-6.701100e-04) Change = 0.000494
Iteration 22: GV Obj = -2.260779e-02 (HMM:-2.090242e-02 GV:-1.705377e-03) Change = 0.000289
Iteration 23: GV Obj = -2.245195e-02 (HMM:-2.244993e-02 GV:-2.017202e-06) Change = 0.000156
Iteration 24: GV Obj = -2.924079e-02 (HMM:-1.576364e-02 GV:-1.347715e-02) Change = -0.006789
Iteration 25: GV Obj = -2.256493e-02 (HMM:-1.905874e-02 GV:-3.506189e-03) Change = -0.000113
Iteration 26: GV Obj = -2.166837e-02 (HMM:-2.074232e-02 GV:-9.260474e-04) Change = 0.000784
Iteration 27: GV Obj = -2.147345e-02 (HMM:-2.053582e-02 GV:-9.376334e-04) Change = 0.000195
Iteration 28: GV Obj = -2.123915e-02 (HMM:-2.031373e-02 GV:-9.254169e-04) Change = 0.000234
Iteration 29: GV Obj = -2.096376e-02 (HMM:-2.004096e-02 GV:-9.228008e-04) Change = 0.000275
Iteration 30: GV Obj = -2.063735e-02 (HMM:-1.972737e-02 GV:-9.099842e-04) Change = 0.000326
Iteration 31: GV Obj = -2.025424e-02 (HMM:-1.934671e-02 GV:-9.075274e-04) Change = 0.000383
Iteration 32: GV Obj = -1.979990e-02 (HMM:-1.891808e-02 GV:-8.818226e-04) Change = 0.000454
Iteration 33: GV Obj = -1.927282e-02 (HMM:-1.836413e-02 GV:-9.086865e-04) Change = 0.000527
Iteration 34: GV Obj = -1.863026e-02 (HMM:-1.787171e-02 GV:-7.585564e-04) Change = 0.000643
Iteration 35: GV Obj = -1.804110e-02 (HMM:-1.662391e-02 GV:-1.417196e-03) Change = 0.000589
Iteration 36: GV Obj = -1.932882e-02 (HMM:-1.879683e-02 GV:-5.319864e-04) Change = -0.001288
Iteration 37: GV Obj = -1.775684e-02 (HMM:-1.770006e-02 GV:-5.678027e-05) Change = 0.000284
Iteration 38: GV Obj = -2.089109e-02 (HMM:-1.318489e-02 GV:-7.706197e-03) Change = -0.003134
Iteration 39: GV Obj = -1.771330e-02 (HMM:-1.541952e-02 GV:-2.293786e-03) Change = 0.000044
Converged (norm=3.655780e-01, change=4.353355e-05).
Feature: 39
Iteration 1: GV Obj = -5.424872e-02 (HMM:-5.424872e-02 GV:-4.160180e-31)
Iteration 2: GV Obj = -1.773122e-01 (HMM:-2.228762e-02 GV:-1.550246e-01) Change = -0.123064
Iteration 3: GV Obj = -7.788186e-02 (HMM:-3.583631e-02 GV:-4.204555e-02) Change = -0.023633
Iteration 4: GV Obj = -5.536967e-02 (HMM:-4.443455e-02 GV:-1.093512e-02) Change = -0.001121
Iteration 5: GV Obj = -5.197718e-02 (HMM:-4.918965e-02 GV:-2.787532e-03) Change = 0.002272
Iteration 6: GV Obj = -5.032632e-02 (HMM:-4.936942e-02 GV:-9.568969e-04) Change = 0.001651
Iteration 7: GV Obj = -4.936113e-02 (HMM:-4.690605e-02 GV:-2.455073e-03) Change = 0.000965
Iteration 8: GV Obj = -4.812884e-02 (HMM:-4.754471e-02 GV:-5.841275e-04) Change = 0.001232
Iteration 9: GV Obj = -4.816313e-02 (HMM:-4.366731e-02 GV:-4.495812e-03) Change = -0.000034
Converged (norm=4.739914e-01, change=3.428752e-05).
Feature: 40
Iteration 1: GV Obj = -6.557709e-02 (HMM:-6.557709e-02 GV:-6.123723e-30)
Iteration 2: GV Obj = -2.202767e-01 (HMM:-3.202215e-02 GV:-1.882545e-01) Change = -0.154700
Iteration 3: GV Obj = -9.752758e-02 (HMM:-4.636943e-02 GV:-5.115815e-02) Change = -0.031950
Iteration 4: GV Obj = -6.868308e-02 (HMM:-5.536571e-02 GV:-1.331736e-02) Change = -0.003106
Iteration 5: GV Obj = -6.371583e-02 (HMM:-6.031951e-02 GV:-3.396319e-03) Change = 0.001861
Iteration 6: GV Obj = -6.206226e-02 (HMM:-6.174620e-02 GV:-3.160567e-04) Change = 0.001654
Iteration 7: GV Obj = -6.169315e-02 (HMM:-5.748887e-02 GV:-4.204274e-03) Change = 0.000369
Iteration 8: GV Obj = -6.235108e-02 (HMM:-6.198905e-02 GV:-3.620338e-04) Change = -0.000658
Iteration 9: GV Obj = -6.023649e-02 (HMM:-5.969650e-02 GV:-5.399922e-04) Change = 0.001457
Iteration 10: GV Obj = -5.981125e-02 (HMM:-5.751154e-02 GV:-2.299710e-03) Change = 0.000425
Iteration 11: GV Obj = -5.903935e-02 (HMM:-5.831482e-02 GV:-7.245278e-04) Change = 0.000772
Iteration 12: GV Obj = -5.883299e-02 (HMM:-5.601368e-02 GV:-2.819310e-03) Change = 0.000206
Iteration 13: GV Obj = -5.859238e-02 (HMM:-5.857354e-02 GV:-1.883424e-05) Change = 0.000241
Iteration 14: GV Obj = -6.316542e-02 (HMM:-5.116934e-02 GV:-1.199608e-02) Change = -0.004573
Iteration 15: GV Obj = -5.810822e-02 (HMM:-5.481873e-02 GV:-3.289487e-03) Change = 0.000484
Iteration 16: GV Obj = -5.757536e-02 (HMM:-5.745462e-02 GV:-1.207415e-04) Change = 0.000533
Iteration 17: GV Obj = -5.836717e-02 (HMM:-5.311406e-02 GV:-5.253111e-03) Change = -0.000792
Iteration 18: GV Obj = -5.701977e-02 (HMM:-5.526586e-02 GV:-1.753913e-03) Change = 0.000556
Iteration 19: GV Obj = -5.670329e-02 (HMM:-5.552490e-02 GV:-1.178390e-03) Change = 0.000316
Iteration 20: GV Obj = -5.649236e-02 (HMM:-5.495823e-02 GV:-1.534136e-03) Change = 0.000211
Iteration 21: GV Obj = -5.615436e-02 (HMM:-5.499931e-02 GV:-1.155041e-03) Change = 0.000338
Iteration 22: GV Obj = -5.591323e-02 (HMM:-5.421412e-02 GV:-1.699109e-03) Change = 0.000241
Iteration 23: GV Obj = -5.549295e-02 (HMM:-5.481064e-02 GV:-6.823082e-04) Change = 0.000420
Iteration 24: GV Obj = -5.613218e-02 (HMM:-5.201175e-02 GV:-4.120429e-03) Change = -0.000639
Iteration 25: GV Obj = -5.544650e-02 (HMM:-5.340063e-02 GV:-2.045873e-03) Change = 0.000046
Converged (norm=1.776811e-01, change=4.644607e-05).
Stream: 2
Feature: 1
Iteration 1: GV Obj = 2.477716e+02 (HMM:2.477716e+02 GV:-4.484147e-30)
Iteration 2: GV Obj = 2.478741e+02 (HMM:2.478760e+02 GV:-1.934498e-03) Change = 0.102422
Iteration 3: GV Obj = 2.478251e+02 (HMM:2.478278e+02 GV:-2.757411e-03) Change = -0.048998
Iteration 4: GV Obj = 2.479345e+02 (HMM:2.479371e+02 GV:-2.615807e-03) Change = 0.060447
Iteration 5: GV Obj = 2.479615e+02 (HMM:2.479643e+02 GV:-2.727879e-03) Change = 0.027034
Iteration 6: GV Obj = 2.479804e+02 (HMM:2.479825e+02 GV:-2.036318e-03) Change = 0.018878
Iteration 7: GV Obj = 2.479826e+02 (HMM:2.479851e+02 GV:-2.450361e-03) Change = 0.002179
Iteration 8: GV Obj = 2.478900e+02 (HMM:2.478908e+02 GV:-8.153657e-04) Change = -0.092616
Iteration 9: GV Obj = 2.480075e+02 (HMM:2.480092e+02 GV:-1.638826e-03) Change = 0.024938
Iteration 10: GV Obj = 2.480175e+02 (HMM:2.480192e+02 GV:-1.774485e-03) Change = 0.009913
Iteration 11: GV Obj = 2.480178e+02 (HMM:2.480192e+02 GV:-1.366684e-03) Change = 0.000361
Iteration 12: GV Obj = 2.479795e+02 (HMM:2.479809e+02 GV:-1.435267e-03) Change = -0.038317
Iteration 13: GV Obj = 2.480385e+02 (HMM:2.480399e+02 GV:-1.421761e-03) Change = 0.020682
Iteration 14: GV Obj = 2.480456e+02 (HMM:2.480469e+02 GV:-1.322133e-03) Change = 0.007064
Iteration 15: GV Obj = 2.480510e+02 (HMM:2.480523e+02 GV:-1.270560e-03) Change = 0.005450
Iteration 16: GV Obj = 2.480543e+02 (HMM:2.480555e+02 GV:-1.187218e-03) Change = 0.003263
Iteration 17: GV Obj = 2.480446e+02 (HMM:2.480457e+02 GV:-1.168660e-03) Change = -0.009697
Iteration 18: GV Obj = 2.480614e+02 (HMM:2.480626e+02 GV:-1.186048e-03) Change = 0.007114
Iteration 19: GV Obj = 2.480655e+02 (HMM:2.480667e+02 GV:-1.149127e-03) Change = 0.004129
Iteration 20: GV Obj = 2.480691e+02 (HMM:2.480703e+02 GV:-1.130897e-03) Change = 0.003618
Iteration 21: GV Obj = 2.480708e+02 (HMM:2.480719e+02 GV:-1.093473e-03) Change = 0.001672
Iteration 22: GV Obj = 2.480575e+02 (HMM:2.480586e+02 GV:-1.078127e-03) Change = -0.013306
Iteration 23: GV Obj = 2.480759e+02 (HMM:2.480770e+02 GV:-1.095644e-03) Change = 0.005106
Iteration 24: GV Obj = 2.480788e+02 (HMM:2.480799e+02 GV:-1.076265e-03) Change = 0.002893
Iteration 25: GV Obj = 2.480803e+02 (HMM:2.480814e+02 GV:-1.065595e-03) Change = 0.001515
Iteration 26: GV Obj = 2.480749e+02 (HMM:2.480759e+02 GV:-1.040954e-03) Change = -0.005445
Iteration 27: GV Obj = 2.480849e+02 (HMM:2.480860e+02 GV:-1.060776e-03) Change = 0.004570
Iteration 28: GV Obj = 2.480873e+02 (HMM:2.480883e+02 GV:-1.051791e-03) Change = 0.002405
Iteration 29: GV Obj = 2.480896e+02 (HMM:2.480906e+02 GV:-1.043133e-03) Change = 0.002311
Iteration 30: GV Obj = 2.480917e+02 (HMM:2.480927e+02 GV:-1.032822e-03) Change = 0.002055
Iteration 31: GV Obj = 2.480910e+02 (HMM:2.480920e+02 GV:-1.021954e-03) Change = -0.000710
Iteration 32: GV Obj = 2.480941e+02 (HMM:2.480951e+02 GV:-1.031070e-03) Change = 0.002420
Iteration 33: GV Obj = 2.480960e+02 (HMM:2.480970e+02 GV:-1.024468e-03) Change = 0.001911
Iteration 34: GV Obj = 2.480980e+02 (HMM:2.480990e+02 GV:-1.019064e-03) Change = 0.001986
Iteration 35: GV Obj = 2.480998e+02 (HMM:2.481008e+02 GV:-1.011093e-03) Change = 0.001834
Iteration 36: GV Obj = 2.480992e+02 (HMM:2.481002e+02 GV:-1.003452e-03) Change = -0.000574
Iteration 37: GV Obj = 2.481018e+02 (HMM:2.481028e+02 GV:-1.010405e-03) Change = 0.001953
Iteration 38: GV Obj = 2.481034e+02 (HMM:2.481044e+02 GV:-1.005341e-03) Change = 0.001651
Iteration 39: GV Obj = 2.481051e+02 (HMM:2.481061e+02 GV:-1.001425e-03) Change = 0.001685
Iteration 40: GV Obj = 2.481064e+02 (HMM:2.481074e+02 GV:-9.949971e-04) Change = 0.001293
Iteration 41: GV Obj = 2.481035e+02 (HMM:2.481045e+02 GV:-9.866419e-04) Change = -0.002845
Iteration 42: GV Obj = 2.481083e+02 (HMM:2.481093e+02 GV:-9.953604e-04) Change = 0.001950
Iteration 43: GV Obj = 2.481098e+02 (HMM:2.481108e+02 GV:-9.911098e-04) Change = 0.001455
Iteration 44: GV Obj = 2.481110e+02 (HMM:2.481120e+02 GV:-9.877318e-04) Change = 0.001229
Iteration 45: GV Obj = 2.481107e+02 (HMM:2.481117e+02 GV:-9.815964e-04) Change = -0.000291
Iteration 46: GV Obj = 2.481127e+02 (HMM:2.481137e+02 GV:-9.873406e-04) Change = 0.001720
Iteration 47: GV Obj = 2.481140e+02 (HMM:2.481149e+02 GV:-9.844998e-04) Change = 0.001212
Iteration 48: GV Obj = 2.481153e+02 (HMM:2.481163e+02 GV:-9.820844e-04) Change = 0.001313
Iteration 49: GV Obj = 2.481167e+02 (HMM:2.481177e+02 GV:-9.789304e-04) Change = 0.001437
Iteration 50: GV Obj = 2.481180e+02 (HMM:2.481189e+02 GV:-9.759469e-04) Change = 0.001247
Optimization stopped by reaching max # of iterations (50).
Stream: 3
Feature: 1
Iteration 1: GV Obj = 6.737588e+00 (HMM:6.737588e+00 GV:-1.145495e-28)
Iteration 2: GV Obj = 6.256317e+00 (HMM:6.760080e+00 GV:-5.037633e-01) Change = -0.481271
Iteration 3: GV Obj = 6.620560e+00 (HMM:6.749969e+00 GV:-1.294087e-01) Change = -0.117027
Iteration 4: GV Obj = 6.711272e+00 (HMM:6.744062e+00 GV:-3.279009e-02) Change = -0.026315
Iteration 5: GV Obj = 6.732643e+00 (HMM:6.740896e+00 GV:-8.252536e-03) Change = -0.004944
Iteration 6: GV Obj = 6.737189e+00 (HMM:6.739259e+00 GV:-2.070028e-03) Change = -0.000398
Iteration 7: GV Obj = 6.737910e+00 (HMM:6.738428e+00 GV:-5.183698e-04) Change = 0.000322
Iteration 8: GV Obj = 6.738297e+00 (HMM:6.738316e+00 GV:-1.962731e-05) Change = 0.000387
Iteration 9: GV Obj = 6.738506e+00 (HMM:6.739252e+00 GV:-7.456961e-04) Change = 0.000209
Iteration 10: GV Obj = 6.738495e+00 (HMM:6.738698e+00 GV:-2.029473e-04) Change = -0.000012
Converged (norm=5.227881e+01, change=1.162708e-05).
Feature: 2
Iteration 1: GV Obj = 3.066680e+00 (HMM:3.066680e+00 GV:-9.183369e-30)
Iteration 2: GV Obj = 2.964640e+00 (HMM:3.072953e+00 GV:-1.083132e-01) Change = -0.102040
Iteration 3: GV Obj = 3.042639e+00 (HMM:3.070174e+00 GV:-2.753432e-02) Change = -0.024041
Iteration 4: GV Obj = 3.061575e+00 (HMM:3.068516e+00 GV:-6.940938e-03) Change = -0.005105
Iteration 5: GV Obj = 3.065878e+00 (HMM:3.067620e+00 GV:-1.742427e-03) Change = -0.000802
Iteration 6: GV Obj = 3.066719e+00 (HMM:3.067156e+00 GV:-4.365070e-04) Change = 0.000039
Converged (norm=1.718028e+01, change=3.928779e-05).
Feature: 3
Iteration 1: GV Obj = 2.884343e+00 (HMM:2.884343e+00 GV:-2.665099e-30)
Iteration 2: GV Obj = 2.846125e+00 (HMM:2.889579e+00 GV:-4.345415e-02) Change = -0.038218
Iteration 3: GV Obj = 2.876222e+00 (HMM:2.887256e+00 GV:-1.103329e-02) Change = -0.008121
Iteration 4: GV Obj = 2.883093e+00 (HMM:2.885873e+00 GV:-2.779666e-03) Change = -0.001250
Iteration 5: GV Obj = 2.884429e+00 (HMM:2.885126e+00 GV:-6.975922e-04) Change = 0.000086
Converged (norm=1.560574e+01, change=8.570228e-05).
Feature: 4
Iteration 1: GV Obj = 2.441080e+00 (HMM:2.441080e+00 GV:-1.506899e-30)
Iteration 2: GV Obj = 2.356345e+00 (HMM:2.450771e+00 GV:-9.442577e-02) Change = -0.084735
Iteration 3: GV Obj = 2.422178e+00 (HMM:2.446465e+00 GV:-2.428692e-02) Change = -0.018902
Iteration 4: GV Obj = 2.437750e+00 (HMM:2.443908e+00 GV:-6.157697e-03) Change = -0.003330
Iteration 5: GV Obj = 2.440978e+00 (HMM:2.442528e+00 GV:-1.550227e-03) Change = -0.000103
Iteration 6: GV Obj = 2.441424e+00 (HMM:2.441813e+00 GV:-3.889105e-04) Change = 0.000343
Iteration 7: GV Obj = 2.441792e+00 (HMM:2.441847e+00 GV:-5.436275e-05) Change = 0.000368
Iteration 8: GV Obj = 2.442080e+00 (HMM:2.442488e+00 GV:-4.082309e-04) Change = 0.000287
Iteration 9: GV Obj = 2.442435e+00 (HMM:2.442435e+00 GV:-4.303180e-07) Change = 0.000355
Iteration 10: GV Obj = 2.442209e+00 (HMM:2.443717e+00 GV:-1.508133e-03) Change = -0.000226
Iteration 11: GV Obj = 2.442692e+00 (HMM:2.443083e+00 GV:-3.911089e-04) Change = 0.000257
Iteration 12: GV Obj = 2.442986e+00 (HMM:2.443027e+00 GV:-4.018432e-05) Change = 0.000295
Iteration 13: GV Obj = 2.443181e+00 (HMM:2.443639e+00 GV:-4.582023e-04) Change = 0.000195
Iteration 14: GV Obj = 2.443393e+00 (HMM:2.443403e+00 GV:-9.913685e-06) Change = 0.000212
Iteration 15: GV Obj = 2.442635e+00 (HMM:2.444860e+00 GV:-2.224855e-03) Change = -0.000758
Iteration 16: GV Obj = 2.443653e+00 (HMM:2.444139e+00 GV:-4.867091e-04) Change = 0.000260
Iteration 17: GV Obj = 2.443904e+00 (HMM:2.443911e+00 GV:-7.516963e-06) Change = 0.000251
Iteration 18: GV Obj = 2.443973e+00 (HMM:2.444650e+00 GV:-6.772260e-04) Change = 0.000069
Converged (norm=1.739271e+01, change=6.909356e-05).
Feature: 5
Iteration 1: GV Obj = 1.759570e+00 (HMM:1.759570e+00 GV:-6.385078e-31)
Iteration 2: GV Obj = 1.497064e+00 (HMM:1.775491e+00 GV:-2.784267e-01) Change = -0.262506
Iteration 3: GV Obj = 1.695323e+00 (HMM:1.768440e+00 GV:-7.311657e-02) Change = -0.064247
Iteration 4: GV Obj = 1.745506e+00 (HMM:1.764232e+00 GV:-1.872597e-02) Change = -0.014064
Iteration 5: GV Obj = 1.757220e+00 (HMM:1.761958e+00 GV:-4.737853e-03) Change = -0.002350
Iteration 6: GV Obj = 1.759587e+00 (HMM:1.760778e+00 GV:-1.191540e-03) Change = 0.000017
Converged (norm=4.315432e+01, change=1.653346e-05).
HTK Configuration Parameters[24]
Module/Tool Parameter Value
CDGV TRUE
GVOFFMODEL StrVec 1 #
OPTKIND NEWTON
GVWEIGHT 1
HMMWEIGHT 1
STEPDEC 0.500000
STEPINC 1.200000
STEPINIT 1
MINEUCNORM 0.010000
GVEPSILON 0.000100
MAXGVITER 50
GVHMMLIST /cygdrive/e/str_para/rss1_1_gv_tiedlist
GVMODELMMF /cygdrive/e/str_para/rss1_1_gv_all.mmf
USEGV TRUE
EMEPSILON 0.000100
MAXEMITER 20
WINDIR /cygdrive/e/scripts_models/win
WINFN StrVec 3 mgc.win1 mgc.win2 mgc.win3 StrVec 3 lf0.win1 lf0.win2 lf0.win3 StrVec 3 bap.win1 bap.win2 bap.win3
PDFSTREXT StrVec 3 mgc lf0 bap
PDFSTRORDER IntVec 3 40 1 5
PDFSTRSIZE IntVec 3 1 3 1
USEALIGN TRUE
NATURALWRITEORDER TRUE
NATURALREADORDER TRUE
E:\str_para>e:\scripts_models\mgc2sp.exe -a 0.42 -g 0 -m 39 -l 1024 -o 2 e:\str_para\rss1_1.mgc 1>e:\str_para\rss1_1.sp
E:\str_para>e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 0 -e 0 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 64 | e:\scripts_models\dfs -a 1 -1 1>e:\str_para\rss1_1.ap1
E:\str_para>e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 1 -e 1 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 64 | e:\scripts_models\dfs -a 1 -1 1>e:\str_para\rss1_1.ap2
E:\str_para>e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 2 -e 2 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 128 | e:\scripts_models\dfs -a 1 -1 1>e:\str_para\rss1_1.ap3
E:\str_para>e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 3 -e 3 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 128 | e:\scripts_models\dfs -a 1 -1 1>e:\str_para\rss1_1.ap4
E:\str_para>e:\scripts_models\bcp.exe +f -l 5 -L 1 -s 4 -e 4 -S 0 e:\str_para\rss1_1.bap | e:\scripts_models\dfs -b 1 -1 | e:\scripts_models\interpolate -p 129 | e:\scripts_models\dfs -a 1 -1 1>e:\str_para\rss1_1.ap5
E:\str_para>e:\scripts_models\merge.exe -s 0 -l 64 -L 64 e:\str_para\rss1_1.ap1 e:\str_para\rss1_1.ap2 | e:\scripts_models\merge -s 128 -l 128 -L 128 e:\str_para\rss1_1.ap3 | e:\scripts_models\merge -s 256 -l 256 -L 128 e:\str_para\rss1_1.ap4 | e:\scripts_models\merge -s 384 -l 384 -L 129 e:\str_para\rss1_1.ap5 1>e:\str_para\rss1_1.ap
E:\str_para>d:\cygwin\bin\perl e:\str_para\rss1_1.pl
- References
-
- [hts-users:02616] HMGens & HHEd processing duration, ali azimizadeh
- [hts-users:02617] 回复: HMGens & HHEd processing duration, 朱风云
- [hts-users:02619] Re: [hts-users:02618] Re: [hts-users:02617] 回复: HMGens & HHEd processing duration, ZhuFengyun