Re: [Kaldi-users] reproducing numbers in wsj/s5

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They are almost identical.

011c0201  [
  46.88603 -32.66241 -11.9018 -14.99819 -4.834829 -2.596024 -5.20842
2.553219 3.935668 10.76861 9.013732 4.780495 -3.26797
  46.34384 -33.52037 -10.28797 -11.47937 -5.18444 -6.867837 -12.17628
-6.932252 -7.423642 -1.106863 3.337547 -0.5728683 0.6971088
  46.81014 -31.05773 -7.440363 -11.46406 -5.926405 -2.568082 -3.351704
-5.60004 -8.281031 -9.46069 6.799883 6.513657 -7.97058
  46.8651 -30.11357 -5.052508 -11.06986 -6.155907 -2.664125 -10.907
-8.487434 -3.194182 -6.367419 6.390572 0.01187897 -0.1876552
  46.92208 -33.49314 -9.207784 -12.05287 -5.494797 -4.269251 -9.91317
-1.722169 -0.7680084 -2.61649 9.212611 7.324253 12.41928
  46.8317 -32.19164 -8.810924 -12.31202 -3.736232 -1.335111 -8.361964
-2.103669 -3.199154 -6.140819 -8.036694 -8.49004 2.942402
  47.34614 -33.04692 -7.571927 -8.986547 -3.523783 1.130056 -3.151051
3.572649 3.381185 -3.117306 -2.670765 2.165989 0.3512498
  46.63126 -33.57331 -11.13035 -7.506401 2.113542 3.268812 -1.814186
2.770102 -4.381135 -3.264607 -3.549407 2.463478 -0.7675163
  46.31366 -33.00954 -6.964884 -6.109343 -7.121595 -4.326707 -10.80855
-6.96949 6.597637 4.109591 1.001096 2.592361 6.154362

Hao

On Mon, Jun 3, 2013 at 5:11 PM, Mailing list used for User
Communication and Updates <kal...@li...> wrote:
> OK, everything there looks pretty normal.  Let's check the features.  Try
> doing
>
>  path.sh; copy-feats scp:data/train_si284/feats.scp ark,t:- | head
> copy-feats scp:data/train_si284/feats.scp ark,t:-
> 011c0201  [
>   46.88603 -32.66241 -11.9018 -14.99819 -4.834829 -2.596024 -5.20842
> 2.553219 3.935668 10.76861 9.013732 4.780495 -3.267961
>   46.34384 -33.52037 -10.28797 -11.47937 -5.184441 -6.867837 -12.17628
> -6.93225 -7.423645 -1.106866 3.337547 -0.5728683 0.6970833
>   46.81014 -31.05773 -7.440367 -11.46406 -5.926404 -2.568073 -3.351702
> -5.60004 -8.281028 -9.460709 6.799894 6.513657 -7.970572
>   46.8651 -30.11357 -5.052508 -11.06986 -6.155907 -2.664125 -10.907
> -8.487434 -3.194182 -6.367419 6.390572 0.01187897 -0.1876552
>   46.92208 -33.49314 -9.207782 -12.05287 -5.4948 -4.269254 -9.913167
> -1.722165 -0.7680123 -2.616493 9.212611 7.324253 12.41928
>   46.8317 -32.19164 -8.810924 -12.31202 -3.736232 -1.335111 -8.361964
> -2.103669 -3.199154 -6.140819 -8.036694 -8.49004 2.942402
>   47.34614 -33.04692 -7.571927 -8.986545 -3.523783 1.130052 -3.151051
> 3.572651 3.381188 -3.117314 -2.670754 2.165966 0.3512328
>   46.63126 -33.57331 -11.13035 -7.506401 2.113541 3.268804 -1.814186
> 2.770107 -4.381127 -3.264618 -3.549418 2.463501 -0.7675107
>   46.31366 -33.00954 -6.964884 -6.109342 -7.121596 -4.326709 -10.80855
> -6.96948 6.597637 4.109591 1.001096 2.592361 6.154356
>
> and show me the otuput
> Dan
>
>
>
> On Mon, Jun 3, 2013 at 5:59 PM, Mailing list used for User Communication and
> Updates <kal...@li...> wrote:
>>
>> Here is the result for
>>
>>     ls -l data/lang  data/lang/phones exp/mono0a exp/mono0a/log
>> exp/mono0a/decode/log
>>
>> Hao
>>
>> On Mon, Jun 3, 2013 at 4:49 PM, Mailing list used for User
>> Communication and Updates <kal...@li...> wrote:
>> > My corresponding numbers are -108.535 ->  -95.116, and the difference is
>> > about the same.  [It's strange that the absolute numbers differ
>> > slightly,
>> > though.]
>> > Could you do
>> > ls -l data/lang  data/lang/phones exp/mono0a exp/mono0a/log
>> > exp/mono0a/decode/log
>> > and send the output?
>> >
>> > Dan
>> >
>> >
>> >
>> > On Mon, Jun 3, 2013 at 5:42 PM, Mailing list used for User Communication
>> > and
>> > Updates <kal...@li...> wrote:
>> >>
>> >> Copied from exp/mono0a/log/update.39.log
>> >>
>> >>     LOG (gmm-sum-accs:main():gmm-sum-accs.cc:60) Summed 2 stats, total
>> >> count 849568, avg like/frame -95.5657
>> >>
>> >> Hao
>> >>
>> >> On Mon, Jun 3, 2013 at 4:29 PM, Mailing list used for User
>> >> Communication and Updates <kal...@li...> wrote:
>> >> > OK, that is quite weird.  What is the avg like/frame on the final
>> >> > update.??.log?
>> >> > Dan
>> >> >
>> >> >
>> >> >
>> >> > On Mon, Jun 3, 2013 at 5:00 PM, Mailing list used for User
>> >> > Communication
>> >> > and
>> >> > Updates <kal...@li...> wrote:
>> >> >>
>> >> >> Unfortunately those are absolute differences. Here is what I get for
>> >> >> the
>> >> >> mono0a.
>> >> >>
>> >> >>     %WER 40.44 [ 2282 / 5643, 118 ins, 537 del, 1627 sub ]
>> >> >> exp/mono0a/decode_tgpr_eval92/wer_9
>> >> >>
>> >> >> And below is the reported one in RESULTS.
>> >> >>
>> >> >>     exp/mono0a/decode_tgpr_eval92/wer_10:%WER 25.54 [ 1441 / 5643,
>> >> >> 149
>> >> >> ins, 191 del, 1101 sub ]
>> >> >>
>> >> >> I will try to checkout the same version as the RESULTS file and run
>> >> >> the experiments again.
>> >> >>
>> >> >> Here is the total data count from exp/mono0a/log/update.0.log.
>> >> >>
>> >> >>     LOG (gmm-sum-accs:main():gmm-sum-accs.cc:60) Summed 2 stats,
>> >> >> total
>> >> >> count 849568, avg like/frame -109.265
>> >> >>
>> >> >> Thanks for your help.
>> >> >>
>> >> >> Hao
>> >> >>
>> >> >> On Mon, Jun 3, 2013 at 3:43 PM, Mailing list used for User
>> >> >> Communication and Updates <kal...@li...> wrote:
>> >> >> > Assuming those are relative numbers, they're probably within the
>> >> >> > margin
>> >> >> > of
>> >> >> > error.  See if it's the same on other test sets.  Because various
>> >> >> > algorithms
>> >> >> > call rand(), and different machines implement this differently,
>> >> >> > results
>> >> >> > aren't fully reproducible.
>> >> >> >
>> >> >> > But to check that it's not some code change that hurts the
>> >> >> > results,
>> >> >> > you
>> >> >> > could try checking out a copy with the same revision number as the
>> >> >> > RESULTS
>> >> >> > file, and running again and seeing what results you get.  If there
>> >> >> > is
>> >> >> > a
>> >> >> > difference, I'd like to know.
>> >> >> >
>> >> >> > It's also possible some files were missing in your WSJ
>> >> >> > distribution--
>> >> >> > let me
>> >> >> > know the data count reported in one the */log/update.log files and
>> >> >> > I'll
>> >> >> > compare with a local copy.
>> >> >> >
>> >> >> > Dan
>> >> >> >
>> >> >> >
>> >> >> >
>> >> >> > On Mon, Jun 3, 2013 at 4:34 PM, Mailing list used for User
>> >> >> > Communication
>> >> >> > and
>> >> >> > Updates <kal...@li...> wrote:
>> >> >> >>
>> >> >> >> Hi,
>> >> >> >>
>> >> >> >> I'm following the WSJ s5 recipe, and I wasn't able to reproduce
>> >> >> >> the
>> >> >> >> results stated in the RESULTS file. Are we supposed to get
>> >> >> >> exactly
>> >> >> >> the
>> >> >> >> same numbers with the (hyper-)parameters given in the recipe?
>> >> >> >>
>> >> >> >> Just to give a sense of how far I'm off. My monophone models
>> >> >> >> perform
>> >> >> >> 10%
>> >> >> >> worse than the reported results on eval92 and the resulting
>> >> >> >> triphone
>> >> >> >> models perform 4% worse.
>> >> >> >>
>> >> >> >> Thanks,
>> >> >> >> Hao
>> >> >> >>
>> >> >> >>
>> >> >> >>
>> >> >> >>
>> >> >> >>
>> >> >> >> ------------------------------------------------------------------------------
>> >> >> >> How ServiceNow helps IT people transform IT departments:
>> >> >> >> 1. A cloud service to automate IT design, transition and
>> >> >> >> operations
>> >> >> >> 2. Dashboards that offer high-level views of enterprise services
>> >> >> >> 3. A single system of record for all IT processes
>> >> >> >> http://p.sf.net/sfu/servicenow-d2d-j
>> >> >> >> _______________________________________________
>> >> >> >> Kaldi-users mailing list
>> >> >> >> Kal...@li...
>> >> >> >> https://lists.sourceforge.net/lists/listinfo/kaldi-users
>> >> >> >
>> >> >> >
>> >> >> >
>> >> >> >
>> >> >> >
>> >> >> >
>> >> >> > ------------------------------------------------------------------------------
>> >> >> > How ServiceNow helps IT people transform IT departments:
>> >> >> > 1. A cloud service to automate IT design, transition and
>> >> >> > operations
>> >> >> > 2. Dashboards that offer high-level views of enterprise services
>> >> >> > 3. A single system of record for all IT processes
>> >> >> > http://p.sf.net/sfu/servicenow-d2d-j
>> >> >> > _______________________________________________
>> >> >> > Kaldi-users mailing list
>> >> >> > Kal...@li...
>> >> >> > https://lists.sourceforge.net/lists/listinfo/kaldi-users
>> >> >> >
>> >> >>
>> >> >>
>> >> >>
>> >> >>
>> >> >> ------------------------------------------------------------------------------
>> >> >> How ServiceNow helps IT people transform IT departments:
>> >> >> 1. A cloud service to automate IT design, transition and operations
>> >> >> 2. Dashboards that offer high-level views of enterprise services
>> >> >> 3. A single system of record for all IT processes
>> >> >> http://p.sf.net/sfu/servicenow-d2d-j
>> >> >> _______________________________________________
>> >> >> Kaldi-users mailing list
>> >> >> Kal...@li...
>> >> >> https://lists.sourceforge.net/lists/listinfo/kaldi-users
>> >> >
>> >> >
>> >> >
>> >> >
>> >> >
>> >> > ------------------------------------------------------------------------------
>> >> > How ServiceNow helps IT people transform IT departments:
>> >> > 1. A cloud service to automate IT design, transition and operations
>> >> > 2. Dashboards that offer high-level views of enterprise services
>> >> > 3. A single system of record for all IT processes
>> >> > http://p.sf.net/sfu/servicenow-d2d-j
>> >> > _______________________________________________
>> >> > Kaldi-users mailing list
>> >> > Kal...@li...
>> >> > https://lists.sourceforge.net/lists/listinfo/kaldi-users
>> >> >
>> >>
>> >>
>> >>
>> >> ------------------------------------------------------------------------------
>> >> How ServiceNow helps IT people transform IT departments:
>> >> 1. A cloud service to automate IT design, transition and operations
>> >> 2. Dashboards that offer high-level views of enterprise services
>> >> 3. A single system of record for all IT processes
>> >> http://p.sf.net/sfu/servicenow-d2d-j
>> >> _______________________________________________
>> >> Kaldi-users mailing list
>> >> Kal...@li...
>> >> https://lists.sourceforge.net/lists/listinfo/kaldi-users
>> >
>> >
>> >
>> >
>> > ------------------------------------------------------------------------------
>> > How ServiceNow helps IT people transform IT departments:
>> > 1. A cloud service to automate IT design, transition and operations
>> > 2. Dashboards that offer high-level views of enterprise services
>> > 3. A single system of record for all IT processes
>> > http://p.sf.net/sfu/servicenow-d2d-j
>> > _______________________________________________
>> > Kaldi-users mailing list
>> > Kal...@li...
>> > https://lists.sourceforge.net/lists/listinfo/kaldi-users
>> >
>>
>>
>> ------------------------------------------------------------------------------
>> How ServiceNow helps IT people transform IT departments:
>> 1. A cloud service to automate IT design, transition and operations
>> 2. Dashboards that offer high-level views of enterprise services
>> 3. A single system of record for all IT processes
>> http://p.sf.net/sfu/servicenow-d2d-j
>> _______________________________________________
>> Kaldi-users mailing list
>> Kal...@li...
>> https://lists.sourceforge.net/lists/listinfo/kaldi-users
>>
>
>
> ------------------------------------------------------------------------------
> How ServiceNow helps IT people transform IT departments:
> 1. A cloud service to automate IT design, transition and operations
> 2. Dashboards that offer high-level views of enterprise services
> 3. A single system of record for all IT processes
> http://p.sf.net/sfu/servicenow-d2d-j
> _______________________________________________
> Kaldi-users mailing list
> Kal...@li...
> https://lists.sourceforge.net/lists/listinfo/kaldi-users
>