neuralmt: default program

In [1]:

    

from default import *
import os, sys


    

In [2]:

    

model = Seq2Seq(build=False)
model.load(os.path.join('data', 'seq2seq_E049.pt'))
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
model.to(device)
model.eval()
# loading test dataset
test_iter = loadTestData(os.path.join('data', 'input', 'dev.txt'), model.fields['src'],
                            device=device, linesToLoad=sys.maxsize)
results = translate(model, test_iter) # Warning: will take >5mins depending on your machine
print("\n".join(results))


    

    




1305it [06:11,  3.51it/s]





    




i had my own , , i had my own . . 
<unk> was <unk> <unk> , and <unk> <unk> . 
<unk> was a <unk> <unk> . 
and she was , and she was <unk> , and she was <unk> , and she was <unk> , and she <unk> , and she was <unk> , and she <unk> , and she <unk> , and she <unk> . 
i was , i was , i was , i was . 
and so , a first - <unk> , , a <unk> , a <unk> . 
and i was going to talk about the , and i wanted to talk about the <unk> . 
i i , i i , i . 
i did n't have it . 
and , the the , , , the , , , was to the <unk> , , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and it was <unk> to 
i was , , " , " , " , " , " and , " 
later came later , later came later later came later later came later later came later later later came later later later later later later later later later later later later later later later later later later later later later later later later later later later later . 
and i did n't like , like , and i did n't have a <unk> like 
i was to <unk> my <unk> , <unk> . 
it was <unk> . 
she 's not going to , she 's , , she 's , , she 's , , she 's <unk> , she 's <unk> , 
and , , , " , " , " , " , " 
the 's the the , the 's the to the . 
it 's what 's call a <unk> . 
i was n't the the that was the the that i was the . 
so , the <unk> , , the <unk> , , , , the <unk> , , , which is the <unk> , , 
and we went and and and , and , and , and and , and and <unk> . 
and , , , , , , , , , , , <unk> , , and <unk> , , and <unk> , <unk> , and <unk> . 
in the , , in the , the <unk> , the <unk> <unk> in the <unk> . 
if you 're , , , , , you , , , you know , , , you know , , you know , , you know , , you know , , you know , , you know , 
if you you you , you you . 
you can see a couple of . 
yeah , yeah , all , , . 
i 'm going to you you , , you , , , , , you know , , you know , you 're going to , you know , you 're going to . 
so , the the , , the , , the , , the , , the , , the , , the , , the , , the , , the , , the , , the , , the <unk> , the <unk> , 
my is is <unk> is my <unk> . 
in fact , the - to - to - to - to - to - to - to - . 
so , , , , , , , , , , , , , , , , , , , , , , , , 
you 're not talking about you 're talking about . 
i think it 's going to be , , i think , 
now , the a of of a , that you have a a is that you have a a of 
the 's a that 's that 's a <unk> that 's a <unk> , or the <unk> , or the <unk> . 
and , to the , the , the to , and , to the , , and that 's what it 's going to be , and that 's what it 's going to 
and the the , the the , the the , the the , and the the , and the the the , and the the 
and so , the the , the <unk> , and the <unk> , and the <unk> . 
and we think of the , we think of the , we think of the , we think of the , we think , we know , the <unk> , we think of the 
and the has a <unk> , the <unk> , the <unk> , the <unk> . 
so , there 's a little bit about the there 's a little bit about that , and there 's a little bit about that . 
you know , the the the , the the . 
the <unk> 's <unk> about the <unk> . 
the 's a <unk> - <unk> . 
and 's called <unk> <unk> , the <unk> , and <unk> . 
it 's true . 
now , the is the the - <unk> , , which is what we have , the now , 
and , a little bit of a , and a a little bit of a , and a a little bit of a . 
does n't that ? ? 
so , if you have a , , , , , , , , , , , you know , , you , " 
nothing 's nothing . 
and the <unk> is the <unk> , and it 's <unk> . 
and , , , , , , , , , , , , , and , and , , , , and , and , , and , and , , and , and , and , and , and , . 
i 've been doing , , , , , , , , " i , " i , " 
and so , , , , , , and it 's like , , and it 's like , " 
i had had had had had a <unk> , had had a <unk> . 
so , like , , , , the <unk> , , like , <unk> . 
and then , , , , , and they , and they , and they were , and they were <unk> , and they were <unk> , and they were <unk> , 
i was , the , , , , , , , the <unk> , , and i , the <unk> . 
in the , , are the the ? 
not n't that . 
so , 's a , , it 's a lot of , , it 's a lot of , , because it 's a lot . 
a a a , a a , , a a , , a , a , a , a , a , a , a , a , a , a . 
and so , , the <unk> and the <unk> , and the <unk> and and <unk> . 
and 's not to buy a <unk> . 
you can make you want to make you you can do . 
you ca n't have to do that , you ca n't have to do that , you ca n't want to be able to do . 
i 've been thinking , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and 
and what 's going to do what the the is doing what the 
it 's a that 's a . 
the is is the <unk> of . 
she was she was , she she had , she had , she had , she had , she had , she had , she had . 
and they 'd n't have the , , , , and they would n't have , , , they would n't have , , , and they would n't have , , they would n't have , 
she was <unk> , , she was <unk> , , and she was <unk> , her <unk> , 
and were were , they were were , they were were , their were were were . 
and , , , and , , , and , but , but , and , and , and , and , and , and , " 
and , , , , , , , , , , , and , and . 
and the the , , the , , , the <unk> , , , and the <unk> , , and <unk> , the <unk> , and <unk> , <unk> , and <unk> , <unk> . 
i was going to be when i got , , and when i got , , and i got a <unk> , 
i 'm going to have when i 'm going to ? " 
and i was n't to to to say , " to say , " 
they were n't really care about , they really did n't care . 
i was a , , and i was a , , and i was a <unk> . 
so , <unk> , , <unk> , , <unk> , <unk> , <unk> <unk> , <unk> <unk> . 
and , , , , , , , , , , , , and , , and , <unk> , , and , <unk> , 
i had n't been a , , , , , , and i , , , and she would n't , , 
i 'd like to to you , and i would like to to you . 
and what 's to be a is something that you to be a . 
now , the <unk> , , the <unk> , , and know , <unk> , <unk> . 
so , this is , this is , this is , this is , this is , this is , 
but , not the , not the , not not the , , but not not not the 
<unk> is <unk> . 
<unk> , <unk> , <unk> , <unk> , <unk> . 
and i , i , , , i , i , . 
they 're to , they , they , they , they , they , they 're , , they 're , , they 're , , they 're , , they 're , , they 're , , they 're , , 
and then , the <unk> of the , of the , , of the , of the , , and the <unk> . 
so <unk> <unk> <unk> <unk> <unk> , <unk> <unk> , <unk> <unk> . 
now , <unk> is not <unk> , , or <unk> . 
and it 's not <unk> , and it 's <unk> , and they 
so , the <unk> <unk> , , <unk> , <unk> , <unk> . 
<unk> is a <unk> . . 
so , the <unk> , the , , , but the <unk> , the <unk> , 
and , when she was , , she 's a , , she 's a , , she 's a , , and she 's a , , 
and , the , , , , , , , , , <unk> . 
and , to do , , to do , , to do , , and that 's how to do it , 
if you 're , , , , , you , , , you , , you 're not going to be , you 're , , you 're , , you 're not going to be , you 're , 
so , to the , , to the , , to the , , to the , , to the , , to the . 
and , , , , , , , , and , , and , , and , and , and , and , and , and , and , 
so , how did it happened ? 
and she was a a a <unk> , and she was a a <unk> in a <unk> , and a <unk> in a <unk> . 
there 's a a , , get a a , and get a a . 
she had her her to her her , and she her her her her . 
it 's a , , 's a <unk> , , <unk> , 
she 's got a <unk> that she has a . 
and the the , the <unk> , the <unk> , , and the <unk> , and the <unk> , and the <unk> , and the <unk> , " 
so , 's what it 's like , , it 's like , , it 's like . 
so 's why to help them . 
and 's just <unk> , and , and the <unk> , and <unk> , and <unk> . 
and if you can do a , you can do a , , you can do a <unk> , or a <unk> , 
so , a a , , a a , , a a , , a a , , a a , , a <unk> , , a <unk> , 
so , 's a that that 's a that that 's a that that 's a . 
i think , as a way to say , as i 
so , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 
not not , not , not , not , not . 
now now , now , now . 
<unk> . 
and so , the the , , we , the the , , we , and we the the , , and we the the , and the <unk> , and the 
and so , , a little bit of a , , and a little bit of a , and a little bit of a . 
so if i was , , , if i was , , 
what would look like me look like . 
so , the the , , , the , , , the , and , the <unk> . 
and can can can can <unk> the <unk> of the - <unk> , and can can can can <unk> <unk> . 
so the <unk> was the <unk> , so that 's the . 
and we still remain the the <unk> of our <unk> . 
and we can the the with the the , and with the <unk> , and the the 
and i was a <unk> <unk> , <unk> <unk> , <unk> <unk> , and <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
and , the the , , the , the , , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and <unk> . 
you can a a a a , and you a a a , and you a a a <unk> , 
and , by the , , , and you can <unk> it by the <unk> , and you can . 
and can can their their and their their <unk> . 
so , we 're going to put this into this , and we 're going to to this . 
and what would we do to do that , and how we we do it ? 
and so , to have a lot of <unk> , and , and , and , and , and <unk> . 
now , do n't have to do that anymore . 
i 've got a . " 
if you 're a <unk> , , you get a <unk> , , you get a <unk> of the , , you know , the <unk> , the <unk> , 
and so , , i , i , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and ,
would it look like a a look like ? 
i 've been <unk> <unk> , <unk> , <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
so , in the , of the , , , , that 's a <unk> , that 's that 's that 's that the <unk> , , in the . 
and we , we , we , we , we , we , we , we , we , and we <unk> the , , and we <unk> the <unk> , and we <unk> the 
and so , , we , we , we , we , and we , and we , and we , and we , and we , and we , and we , and we . 
and can be <unk> - <unk> , and - <unk> - <unk> , and <unk> can be <unk> <unk> . 
and so , , and it 's a and and , and it 's a , and , and and , and it 's a <unk> , and and , and and . 
now , 's going to , we , we , the the , , , , to the , , , and we , we 're going to 
but , to , , , , to us , , , , , , , , , us , to us , , , , us , 
we we the the , we we , we , we we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we . 
<unk> . 
in , , , , , , , , , , , , , , <unk> , 
i was going to the the , and i was the , , the , and i was the to the , and i was the 
and i said , " <unk> , " <unk> . " 
i 'm going to to to that i 'm going to 
and they were the that they , and they , they they were , they they were they were , they they were they were they were . 
i do n't like to or not , or not . 
it was a to be a , a a . 
i i i 've been doing , i i i . 
i 've got to to to do it , and i to go to . 
and the the , the the , and the <unk> , and the <unk> . 
my did n't <unk> the <unk> . 
i was n't that it was n't that it was n't . 
i was also , , but i , but i was also , . 
i was to to to to the time i was to to to with the . 
so , , it would never be . 
i could , i could , i could , i could , i could <unk> , i could <unk> . 
so this is a . 
i had to find a , and i found a 
i was to to me , to me ? 
i 'm to to to . 
and , the <unk> , , the <unk> , , <unk> , , <unk> , <unk> <unk> , " <unk> <unk> . " 
i 've got the <unk> <unk> , " <unk> <unk> , " <unk> <unk> . " 
they 're in the <unk> that are <unk> . 
the 's a <unk> <unk> " <unk> <unk> " <unk> . " 
i 'm not just <unk> it . 
but , , , , but it 's not , , but it 's 
and 's a a a . 
and the <unk> <unk> , the <unk> , and <unk> <unk> , " <unk> <unk> . 
so , " i , " " , " " " 
and i was to to to to and to and to my <unk> , and to to my <unk> . 
i started with a with a with a <unk> with a <unk> with the <unk> . 
<unk> <unk> <unk> . 
and , the first thing that , , , , did n't have this , because of the , , , 
i never n't have to the the in the in the . 
so , 's a little bit about the . 
<unk> 's nothing <unk> <unk> . 
it 's a <unk> of the <unk> . 
<unk> - <unk> <unk> <unk> <unk> , <unk> <unk> . 
a <unk> - <unk> <unk> a <unk> - <unk> . 
so , if i do n't , , , , why , why , the <unk> , the <unk> , the <unk> ? 
i was at the same time , i started to to . 
the <unk> of the - <unk> - <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
so , - <unk> - <unk> - <unk> - <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . " 
and the - <unk> , the - <unk> , the - <unk> . 
and they were , they were , , they were <unk> , they were <unk> , they were <unk> , 
it 's a <unk> , , , , and it 's to <unk> , and , and it to <unk> . 
i 've been able to <unk> the <unk> of " <unk> , " <unk> , " " <unk> " " <unk> . " 
so , the - <unk> - <unk> - " - <unk> " " " " " " " " " " " " " " " " " " " " 
" means " <unk> " " " " " " " " " " . " 
i 've been a a <unk> , and i <unk> a <unk> , and i <unk> . 
i 'm not going to be , i 'm going to . 
so , 's not a lot of the , that 's have a lot of 
it 's a to be a , that 's not a to be a . 
and , we , we , we , the <unk> , , where we , where we <unk> , , where we <unk> , 
and that 's a <unk> - <unk> - <unk> - . 
and , , , , , , , , , , , , and i , and i , and i , and <unk> , 
and 's always <unk> . 
<unk> . 
<unk> . 
<unk> . 
and was a , and , and , was a , , and , and was a , and , and , and was a , and , and , and was a <unk> , 
and was a <unk> , and , and <unk> , and <unk> , and <unk> . 
i had a <unk> <unk> , i <unk> <unk> , and i <unk> <unk> . 
i was a a lot of the , and i was a a lot of the , and i was a a lot of the , and i was a . 
i was the , i , i , and i , and i the <unk> , i , and i the <unk> , i got into the , , and i got into the . 
i did it . 
i just <unk> a few of , just a few of , , just a few of <unk> , 
<unk> . 
and i had to , i , i had to , i , , i had to , i had to 
i was n't <unk> all the <unk> , , and i <unk> , 
i was , i had been , because i was , because i was , because i was , because i was , because i was 
and i 'm still <unk> . 
it 's where the where the came from the . 
i did n't have that , i i n't . 
i was fine . 
i never n't been , to do that . 
so , obviously , that was obvious . 
never was never . . 
so , , it 's that it was very , that it was very , , that 's that it was very <unk> ? 
i 'm . 
so , , , , , is so . . 
the , that you know that <unk> are . 
<unk> - <unk> - <unk> - <unk> - <unk> . 
the 's the - <unk> that the <unk> is the <unk> of the <unk> . 
i could n't tell the <unk> that i could tell you a <unk> , 
so , the the , , the , the , , , the , the <unk> , , the <unk> , the <unk> , 
if we had n't have a , we we had n't have a 
no , no <unk> , no <unk> . 
<unk> - <unk> - <unk> <unk> <unk> . " 
<unk> . 
and , , , , , , , , , " <unk> , " <unk> , " <unk> , " <unk> , " <unk> , " 
it 's , in fact , , it 's <unk> , , and it 's <unk> , that 's <unk> , , and it 's <unk> , 
and the , the <unk> , the <unk> , the <unk> , , and the <unk> , and <unk> , and <unk> , and <unk> . 
we think of <unk> , we think , we think about <unk> . 
and the to think of the , trying to try to 
in a , , a <unk> , a <unk> . 
and , , , , , , . 
he 's how he 's how it 's . 
so 's <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
but , 's not , , , but it 's not , , but it 's not , 
and so , the <unk> , and we , and the <unk> , and and the <unk> . 
so , , a a - , - <unk> , , - <unk> , , - <unk> - <unk> , 
now , if 's 's , , , , 's not because , because it 's , because , because it 's , . 
we 're a a , , we we 're a . . 
so , 's going to make us , and it 's us to do it , and it 's us to us . 
so , the the - to - to - <unk> - to - <unk> - to - <unk> - to - <unk> - <unk> - <unk> - <unk> . 
so , to be , and , and , and , and , and . 
so , , , , , , , , , , , , , , , and , , , and , , , and , , <unk> , , and , <unk> , , and , <unk> , , and , <unk> , , and , <unk> . 
and , , , , , , , and , and , and me , , and , and , and , and , and , and me , 
he 's the <unk> of the , he 's <unk> , he 's <unk> , he 's <unk> , he 's <unk> , he 's <unk> , he 's <unk> , he 's <unk> . 
and , <unk> , , <unk> , and <unk> . 
if you want to to have to , if you want to have to , if you want to have to . 
it 's not going to be , , it 's to be , , and it 's to be . 
it 's a . . 
so , 's a a , that 's a <unk> . 
the the ? 
<unk> . 
<unk> . 
and <unk> <unk> <unk> <unk> <unk> . 
<unk> . 
so 's also a <unk> . 
the <unk> of the <unk> and the <unk> of the <unk> . 
and he 's <unk> the <unk> , , and he <unk> <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
so , 's a , , , , , but , but , " , " , " , " , " 
<unk> 's <unk> , " <unk> <unk> , " <unk> . " 
so , , , , to the , , , , , and , and , and , and , and , and , and , and , and , and , and , and , and , and . 
and 's a <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
so , , we of us , , we , we , we , we , we , we <unk> , , <unk> , us , <unk> . 
so , we should we to think about it ? 
and so , think of us , us to say , us , 
so , this is what we us to do this ? 
our our - <unk> our our our our <unk> , our <unk> , our <unk> , our <unk> , our <unk> 
what 's we were with with with different <unk> with different <unk> ? 
it was going to write about that . 
and was was a <unk> , , and he was a <unk> , , and was a <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
so , 's a <unk> , , 's not a <unk> , , and 's not a <unk> . 
and it 's , , and it 's , . 
<unk> 's <unk> <unk> <unk> . 
he 's , he 's , , , , , he 's <unk> , he 's <unk> , he 's <unk> , 
she 's going to do with a , , or she ? 
the 's the to the the is that the <unk> is the . 
this is very good in the very good . 
now , , - <unk> , , , , , , , , , , . 
we are more , to the , we . 
and , to do , , do n't think that 's not to do . 
we are to be to . 
i 've been thinking about the , i i 've been thinking about , i think , i 've 
it was a <unk> , , and <unk> , , and <unk> <unk> , <unk> , <unk> , <unk> , 
for all , , . 
i was to to the the , and i was to to the the , and i was to to the the , and i was to to the 
and let 's be a <unk> . 
<unk> , <unk> , <unk> , <unk> . 
it 's a a little bit of a . 
a is a <unk> - <unk> <unk> . 
one of my favorite is is a . 
the <unk> is the <unk> , and the <unk> <unk> . 
and , in the , , , the , , , the <unk> , , and the <unk> , , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and <unk> . 
we were <unk> <unk> , <unk> , <unk> . 
so , , , , , , , , , and <unk> , , and <unk> , and <unk> , <unk> , and <unk> , <unk> , and <unk> . 
a is a . 
so , do n't make it , we can do it . 
i could n't make it , if i could n't make it , , and i would n't like to be 
we 're a a , because we live a a . 
in a <unk> - <unk> . 
the is the the - <unk> - <unk> - <unk> - sum - . 
do n't get the <unk> to the the , and ? 
if you 're , if you 're , , if you 're , , if you 're , , if you 're , , if you 're , you 're . 
and we <unk> the <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - . 
and the <unk> , the <unk> , , <unk> , <unk> , <unk> , <unk> . 
and , the <unk> , , the <unk> , , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , 
i 'm so familiar . 
and he 's <unk> , , and <unk> , <unk> , and <unk> , and <unk> , <unk> . 
and , , , , , , , , , , and , and , and , and , and , and , and , and , and <unk> , , and <unk> , and <unk> , 
it 's a <unk> . " 
if he did n't want to to the the , , the <unk> , , the <unk> , the <unk> , the <unk> . 
so , , , , , , , and , and , and , and , and , and , and , and , and , and , and , and , 
it 's not a , it 's a <unk> , , it 's not a 
it 's a <unk> - like a <unk> <unk> . 
on the on the , they 're on the <unk> . 
he 's to to that he 's <unk> to this . 
it 's really , it 's really ? 
so , if we were just <unk> , , , if we were just <unk> ? 
we would n't have to <unk> <unk> . 
we could also make us . 
i 'm like . 
we have the , we we still have , we still have it . 
the <unk> the <unk> . 
it 's , , it , , it . 
so , the <unk> , , , , , <unk> , <unk> , <unk> , <unk> . 
we are <unk> in <unk> . 
<unk> . 
and a <unk> , <unk> , <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
a was a a . 
<unk> <unk> . 
if you were , , , , , would have been , , , would be , if you would have , , , would be , if you would have , , 
and we came to to our . 
and a little bit of a , a little <unk> , a little <unk> , a little <unk> , 
and , a <unk> , , , , , <unk> , <unk> , <unk> , <unk> , <unk> , 
i was was , , and i was angry . 
they were to to , they were , they were , to , they were , to <unk> , 
and i was , and i , and i <unk> , and i <unk> . 
what 's we going to to ? 
and , , , the way that we , " who are it ? 
in <unk> , in <unk> , <unk> ? ? 
and <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
they did n't want to to -- they did n't want to to -- they wanted to be . 
the who who wanted to understand the who was . 
and is wearing a to wear to wear it ? 
i started with a a with a . 
and the was the , the , and the , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and the <unk> . 
there 's go to go to go . 
i was a a a a . . 
the the the the <unk> , the . . 
and the the , the , the <unk> , and the <unk> . 
and a was a a a , and a a . 
after the <unk> , the <unk> . 
you 're , you 're , , , you 're , , , you 're , , you 're , , you 're , , you 're , , 
you just have to do it . 
they were n't <unk> the <unk> , , and they , they <unk> , they <unk> , they <unk> , <unk> , , and they <unk> . 
there 's the <unk> . 
in the , the <unk> , the <unk> , the <unk> of the <unk> , the <unk> . 
all the <unk> , the <unk> , all the <unk> . 
and so , do n't have to do the , and they do n't have to 
it 's really bad for the . 
and the - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> . 
the the of the the . 
and the the of the , the is the the of the , , and the <unk> , and the <unk> of the , , and the <unk> , and the 
to stop , not . 
it 's a <unk> of a <unk> , or a <unk> . 
it 's be in in . 
and then 's the the <unk> . 
and you 're going to , you you , , you 're going to , and you , and you , and you you , and you 're going to , and you 're going to , you 're going to , you 're going to 
the , the the the , the the , the most important thing that i think , is the most important thing that the <unk> . 
the 's the <unk> of the . 
and so , the the , , the , , and the the , , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and the <unk> . 
and we 've been , and we 've been , and we 've been , and we 've been , and we 've been , and we 've had , and we 've been . 
it 's needs . 
if we do n't , the , , we , the <unk> , we , we the <unk> , we , we the <unk> , we <unk> . 
i do n't just the the way that i 'm just <unk> the way . 
and what i call , is , , , , , , , 
so , as we 've been , , , we 're just . 
we 're not going to , our , , , , or , our <unk> , 
so , , you know , , you know , , you know , , because you 're , , , because you know , 
so , to make a , , and to make a , , and to make a , , and to make a , and to make a , and to make a 
i think , , i think , , , i think , 
the 's the <unk> , , the <unk> . 
many - <unk> <unk> <unk> . 
you can see when you can . 
we do our our our . 
a is like a a . 
and so , , , , , , , , and , and , and , and , and , and , and , and , and , and . 
and the the , , the <unk> , the <unk> , , and he <unk> the <unk> , and he <unk> the <unk> , and he <unk> the <unk> , and he <unk> the <unk> . 
i was to to , and i , i was , to , and i was , to , and i started to 
and , i said , " and , " and , " and , " and he said , " 
" good . " 
and i started to <unk> the <unk> , and i started to <unk> the <unk> . 
we 've been working , and we we , and we we <unk> . 
and , , the fact that the had wanted to be . 
it 's going to be . . 
so , the , of the , , we have the , the , , the , , the , , the , of the , , the <unk> , the <unk> , 
so , the , we we to the the , , we , and we , we , we can , and we , and we , and we , and we , and we , and we , and we , and we , and we , and we
we think about the , we think about the , , we think about the , , we think about the . 
it 's a <unk> , a is a . 
so , the <unk> , , , , , <unk> , , <unk> , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
and you get to to a a . 
what 's going on ? 
not 's not . 
what 's going on ? 
i 'm not , , but i 'm , , and i 'm not <unk> , but i 'm <unk> , 
and i <unk> six - six - six - six - six - six - six - six - six - six - six - six - six - six . 
i i i to make the <unk> , i i i , i i <unk> . 
<unk> . 
<unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> . 
it 's not . 
it 's not a <unk> . it 's not a . . 
i 've got to do , , and , and i , , and i , and i , and i got my <unk> , , and i 've got , 
and the the , of the , , the , , the <unk> , the <unk> , 
i 've n't have a to you , you 've got to , you , , you 've got to , you , you know , , you 've got to , you , you know , 
let 's go to . 
and 's a <unk> on the <unk> , and <unk> <unk> <unk> , and <unk> <unk> <unk> . 
<unk> - <unk> . 
i do n't think , " can i be a little bit ? " 
and 's a <unk> , , and 's 's just a <unk> , and you 've got to say , you know , 
i was a a a , , and i a a . 
i 'm , , , , , , , , , , , , , , , , , . 
now , do n't know , you know , you do n't know . 
<unk> 's <unk> <unk> <unk> <unk> <unk> . 
my , my have the same <unk> that my have my <unk> . 
i i to to i could i could , i i i could , i i i could i could . 
not n't n't , but not n't n't , , but not n't n't . 
now , " , " , " , " , " . " 
i was <unk> , , i , i <unk> . 
i was going to , and , , , , , and i , , , and i <unk> , , and , <unk> , , and i <unk> , , and <unk> , 
i was to , when i was , , i was <unk> , , and i was <unk> by the <unk> , and i was <unk> by the <unk> . 
i was going to to to to , and i , i , i was a to to , and i , i , i was a <unk> . 
and i was a a , , and a a , , and a a , , and a <unk> , and a <unk> . 
and was all my , and my <unk> , , and my <unk> were all . 
and we 're still in the , , and they 're still <unk> , and they 're still <unk> . 
we do n't think that 's a that we have no one that we . 
it was a , and , , , , , and it was <unk> , and <unk> . 
i had n't have a with with my <unk> , with my <unk> . 
i could n't be able to make a that could could be . 
so , , i was to , i was <unk> , , and i was <unk> by <unk> , , and i was <unk> by <unk> , 
i 've been <unk> the <unk> . 
<unk> , <unk> . 
they could n't afford to go out , they could n't afford to go out , they could n't afford to go . 
so , to make , you can , how to do it , 
so , i , i , , i , , i , i , , i , i , 
i was n't <unk> the <unk> , the <unk> , the <unk> , 
so , if we were <unk> , , , , , , , , , , , , , , <unk> , , and we <unk> , 
i was , i , , , , , , , , and i , , and i , , and i , , and i , and i , <unk> , , and i , and i , <unk> , and i , and i , <unk> , and
we found a <unk> , a <unk> . 
i , i , i , i , i , i , i , i , i , i , i , i , i , i , i , 
i can also stand on the . 
i was n't a to the , and i was a <unk> , , and i was a <unk> , and i was a <unk> , and i was a <unk> , and i was a <unk> , and i was a <unk> , and i was a <unk> ,
i was a <unk> , i <unk> , i <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
the was the the of the <unk> . 
i 'm . 
so , all of , , , , , , <unk> , , <unk> , <unk> , <unk> , <unk> . 
i 'm <unk> <unk> , " <unk> , <unk> , <unk> , <unk> . 
i never got a <unk> . 
and the , the , the - <unk> - <unk> , the <unk> , , <unk> , the <unk> <unk> , 
<unk> - <unk> <unk> <unk> <unk> . 
a was a with a . . 
i i , i , " i , " i , " i , " i . 
<unk> ! <unk> . 
free ! free ! 
i 'm , " i 'm , " i 'm , " i 'm , " " 
did n't have the <unk> . 
<unk> <unk> got the <unk> . 
i was , i , i , and i , and i , and i , and i , and i , and i , and i , and i , and i , and i , and i , and i , and i , and i , and
ca n't , , but ca n't , , " ca n't , " ca n't , " ca n't . " 
and they were <unk> it , and they were <unk> , and they were <unk> them , and they were <unk> them . 
<unk> <unk> <unk> <unk> . 
and 's a to play with <unk> . 
and i was a <unk> , <unk> <unk> , <unk> <unk> . <unk> . 
it 's been true . 
i was going to to the " i i was " to " 
and , , , , , , , , , , , , , , , , and , was a <unk> , , and , and , , and , 
just a a <unk> . 
the <unk> <unk> <unk> . 
and , , , , , , , , , and <unk> , and <unk> , and <unk> , <unk> . 
i was <unk> . i was <unk> . 
and , the the , , , , , , the <unk> , , , , , , and i <unk> , the <unk> , , and i <unk> , and <unk> , the <unk> , , and i <unk> , <unk> , 
i 've been doing the <unk> , , and i <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
i 'm the the first - <unk> - old - . 
so , , you know , , you know , , you know , , you know , , you know , , you know , , you know , 
and i , i 've been a <unk> , , and i , and i , and i <unk> , <unk> , , and i <unk> , and <unk> , 
and , to the , to the , and to the , and to the , and to the <unk> , and to the <unk> , and 
the was the the of the , the <unk> of the , the <unk> , the <unk> . 
<unk> was a huge . . 
in the , , , the <unk> <unk> <unk> . 
and i was a a , and , and i , and i , and i <unk> , and i <unk> a <unk> . 
and so , , , , , " and , " , " and , " 
and , , , , , , , , , , , " and , " , " , " 
we were live , live . 
so i was , i was , , i was , , and i was the , , and i was the <unk> , and i was the <unk> , and i was the <unk> , 
i had been , , and i had , and i had , and i had , and i had , and i had , and i had . 
and , , i , i , , , , , and i me , and , and , and , and me . 
i 've been <unk> <unk> , <unk> <unk> , <unk> <unk> <unk> <unk> , <unk> <unk> . 
but , , , , , , , , , , , , , , but , but , , but , 
i 'm a <unk> <unk> , <unk> <unk> <unk> . 
so , look like , " look , , " look like , " look like , " look like , " look like , " look like , " 
" is the " is " <unk> ? " 
<unk> : <unk> <unk> . 
they were <unk> <unk> ? 
you know , " you should be . " 
i was , , <unk> , , <unk> , <unk> , <unk> , <unk> . 
the is is like the <unk> of the . 
ca n't play a play , play ca n't play a play . 
the 's a <unk> - <unk> - <unk> - <unk> . 
and the the , the are the the <unk> , the <unk> , and the <unk> are the <unk> . 
i 'm going to , , i i 'm going to show you , , i 'm going to show you , , i 'm going to . 
i would n't be , i would n't be , , i would n't be , , i would n't be . 
and we can create a a that we can create a a and and create a a a <unk> that we can create a 
there were more more likely to be more more than the more , there were less 
not not . 
it 's a a to to a a , and it 's a a . 
and a a a a few of <unk> , a a . 
and the <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
and , with a , with a , , with a <unk> , with a <unk> , 
the <unk> - <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
<unk> <unk> 's <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
i was to to to a <unk> , , , , , <unk> , , and <unk> , <unk> . 
and the the , the , , the , , the , , the , , the , , the , , the , , the , , the , , the <unk> , , and the <unk> , the <unk> , the <unk> , the <unk> . 
and i was to to see the <unk> , and i was a <unk> , and i was a <unk> , and i was a <unk> . 
i can , " , , , " <unk> , , " <unk> , " <unk> , " <unk> , " <unk> . " 
we had a big <unk> in which we had a big . 
and , the - <unk> - <unk> - <unk> - <unk> - <unk> <unk> , and <unk> <unk> <unk> , and <unk> <unk> . 
the was a <unk> , , , , , , <unk> , the <unk> , , and <unk> , , and <unk> . 
the was the <unk> of the <unk> <unk> . 
and , , , , , , , , , , , , <unk> , , <unk> , to <unk> , , <unk> , 
and <unk> <unk> <unk> <unk> and <unk> <unk> and <unk> <unk> . 
the the of the , the <unk> , the <unk> . 
the <unk> to the <unk> to the <unk> . 
the the , the the , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> . 
why did they go to the ? ? 
so , , , , , , , and , and , and , and , and , and , and , and , and that 's <unk> . 
and so , the <unk> , the <unk> , , because the <unk> had <unk> <unk> , because they had the <unk> . 
you can give a <unk> on a <unk> of <unk> <unk> . 
the was was a <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
the the of the <unk> of the <unk> <unk> , the <unk> <unk> of the <unk> . 
it was a little bit of the because it was a . 
and a a <unk> , a long - <unk> <unk> <unk> . 
the the - <unk> , the <unk> , the <unk> , the <unk> , and the <unk> . 
and the <unk> were the <unk> , and the <unk> . 
and what 's called a <unk> , a <unk> , a <unk> . 
we could n't - a - - - - - - - - - - - - - - - - - - - - - - - - - - - - - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> -
no more <unk> were n't <unk> on the . 
and the the , , the , the , the , , the , , the , , the , , the , , the <unk> , , the <unk> , , the <unk> , , the <unk> , , and the <unk> , 
i remember , remember , remember , remember , remember , 
i was looking at the the , and i saw the <unk> , and the <unk> , and the <unk> , and the <unk> . 
i was going to be the , that i had to be the , that i had to be the . 
so , 's a to a , , , a a , , , and a <unk> , 
it 's all over . 
in the last case , the last <unk> , the last 
and , , , , , , , , and , and <unk> , , and <unk> , and <unk> , <unk> . 
and 's not the wrong with that . 
we have a and and <unk> . 
the the of the , the the the . 
what is happened ? 
in fact , the <unk> , , the <unk> , , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
the , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> . 
and , , , , , , , , , and , and , and , and , and , and , and , 
and that 's not enough to me . 
what 's not with with is not <unk> with . 
and <unk> <unk> <unk> <unk> <unk> , <unk> <unk> , <unk> <unk> . 
and , , , , , , , , , , , , , , , , , , , , and , , and , , and <unk> , , and <unk> , , and <unk> , 
and , , , we can , we can do , , we can do a , , , and we can do n't , , 
we 're not going to think of the large - scale . 
if we could fly , we want to fly . 
it 's actually designed a a . . 
so , to be a <unk> , , and it 's never going to be a <unk> , and 
so , there 's be a , , , , because there 's be a , , 
we can not solve the , because we do n't solve the , because we do n't solve the . 
so , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and <unk> , and <unk> , 
and 's cheaper and <unk> and and and and <unk> and <unk> and <unk> and 
they can n't make the , , , and they can . 
and , the , of the , , , the <unk> of the , , , and <unk> , the <unk> of the <unk> , and <unk> , and <unk> , and <unk> <unk> , and <unk> . 
and the , the the , the the , the <unk> , the <unk> , and the <unk> , and the <unk> . 
so , , , , , , , , , , , , , 
the the the that the the the the <unk> that the the <unk> . 
so , have have <unk> that have have <unk> that have have <unk> that have have <unk> that have have <unk> . 
and 's a , , , and , , and <unk> , , and <unk> , , and <unk> , <unk> , 
we 're n't going to be the , because of the , , because we do n't get the . 
so , the the , of the , , , the , , , and the <unk> , , and the <unk> , the <unk> , , and the <unk> , the <unk> , the <unk> , and the <unk> , 
and 's hard - <unk> . 
we ca n't n't do that with a problem . 
and we have to to to , , to have to , , and we need to be able to do it , , and we need to to be able to do it , 
and the to to the , to the , to the , to the , to the , to the <unk> , to the <unk> , 
and 's not a <unk> that 's can be in . 
the <unk> is not <unk> <unk> . 
and , the , of the , , , the , , and the <unk> , the <unk> , and the <unk> , and the <unk> , and the <unk> , and <unk> . 
it was to to be , to , to the , , to the . 
it was just three - three - . 
it 's really that 's 's a really , it 's 
and are are going to be the , and are going to be . 
it 's not a <unk> , it 's not a <unk> . 
<unk> . 
you want to to you to . 
you you , you you , you front of you . 
and the the , the the , and the <unk> , and the <unk> . 
and you can do a <unk> on a <unk> . 
and you you to your and and you and you and you . 
you really think that 's what you really . 
and you to to , and , and , and you . 
and then they put all the <unk> , and they they . 
and <unk> , , <unk> , <unk> , <unk> . 
in the , , the , the , the , , the your <unk> , , your <unk> , , your <unk> , your <unk> , your <unk> , 
it 's a <unk> on the <unk> . 
you can a a from a <unk> from a <unk> . 
<unk> <unk> . 
and , the <unk> of , the <unk> , , <unk> . 
it 's the the <unk> , the <unk> , and the <unk> . 
it 's over , and it 's over , and it 's over . 
<unk> 's <unk> <unk> <unk> <unk> . 
they 're <unk> the <unk> , they <unk> <unk> , <unk> , <unk> , <unk> <unk> , <unk> . 
i 'm going to give you your <unk> . 
and , the <unk> , , , , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
the <unk> is the . . 
and 's a a <unk> , , and a a <unk> , , and a <unk> , and a <unk> . 
<unk> 's called <unk> <unk> . " 
i was a <unk> of the <unk> , and i <unk> , and i <unk> the <unk> of <unk> , and i <unk> the <unk> . 
and a a a and a a a <unk> , and a <unk> and a <unk> . 
<unk> - <unk> <unk> <unk> <unk> <unk> <unk> <unk> . 
and <unk> <unk> <unk> <unk> <unk> <unk> and <unk> <unk> . 
and it 's just <unk> in a whole way . 
the , the - <unk> - <unk> - <unk> - <unk> - <unk> . 
crazy is crazy . 
<unk> have have have have have have <unk> . 
i was to to to you . 
and 's a <unk> , , and there 's a <unk> <unk> , and there 's a <unk> <unk> . 
you know , when you you , , " you , " you ? " 
<unk> , <unk> , <unk> , <unk> . 
it 's just a <unk> . 
he 's going to be a , , and he 's going to 
so , to , to , the , , to , to , to , , to the , , to the , and , to the <unk> , , and <unk> . 
i i , , " i i , " i i , " i i , " 
so , , , , , , , , , , , , , and , , , , and , , , , and , , , 
you know , you you ? " 
<unk> : <unk> ? " <unk> ? " 
you know , <unk> <unk> <unk> , , <unk> , <unk> <unk> . 
this is that the would prove that this is that . 
i did n't know , , but , but , but , " 
you know , you , , you , , " oh , right ? 
and was a very of the , and was a very of the . 
so , , to , , to , , and it 's , to do it , and it 's to , and it 's not to be , , and it 's not to 
i was a a a <unk> . . 
and here 's the <unk> is <unk> to <unk> . 
and the the - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> . 
it 's n't that 's 's not a <unk> that 's 's not . 
and so , , it 's how we do it , , and it 's how to do it , 
i learned the <unk> of the , i the <unk> of the 
<unk> - <unk> . 
the was the <unk> <unk> <unk> <unk> <unk> . " 
so , in - <unk> , , <unk> , , <unk> <unk> , <unk> . 
and , in the , , , , the <unk> , , , and <unk> , and <unk> , and <unk> , and <unk> , and <unk> . 
i was really a a a whole . 
to , to , to , to , to , to , to , to , to , to , to , to , to , to , to , to , to . 
in the , , , , <unk> , , <unk> , , <unk> , 
so , the the , , the , the , , the , , the , , the , , the , , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> . 
but we , we , we , we , but we , but we , but we . 
so , we 've been that that we have changed that we have changed . 
it 's , as it seems to , , as it seems to remember , 
so , , the , of course , the , of the , , , and you have , and you have a <unk> , , 
so , 's the , of these , , , and there 's a <unk> . 
i was going to do this , , and i was going to do this , , and i was going to do this . 
a <unk> - <unk> <unk> <unk> a <unk> <unk> <unk> <unk> <unk> . 
and what 's the the <unk> of the , the <unk> of the <unk> ? 
<unk> <unk> : <unk> . 
we we smarter ? we ? 
and the was was the <unk> , and they did n't have a <unk> , and they did n't have a <unk> . 
and was a a a a that was a a a and a a a a and a a a a <unk> . 
and the the , , , the <unk> , , and you can , and , you can see , you can see , , and you <unk> , and you <unk> , and you <unk> , 
and , 's using the , that 's used to use , and , and that 's used to use it , and that 's 
so , we we learn from ? ? 
so , a a - <unk> - to - a - <unk> , , a <unk> , , a <unk> , , and a <unk> <unk> , 
<unk> 's <unk> , <unk> <unk> , <unk> <unk> . 
he 's a a <unk> , and he <unk> a <unk> , and he <unk> a <unk> , and he <unk> a <unk> , and he <unk> a <unk> . 
the 's a - <unk> - <unk> <unk> , <unk> <unk> , <unk> <unk> . 
<unk> . 
and , the , of the , , , the , , the <unk> , , the <unk> , , and they <unk> the <unk> , , and they <unk> the <unk> , 
and so , , , , , , , , , , , , and i , , " to say , " <unk> , , , and you , " 
it 's a <unk> . 
i 'm saying that , " you know , " you know , " you know , " 
now , i 'm going to you you , you , , i 'm going to you you , you , , you , you know , 
you 've got it ? " 
the the - to - to - <unk> , the the <unk> , the <unk> , the <unk> , the <unk> , the <unk> . 
and 's , , , , , , . 
here is what 's going on here ? 
so , 's a <unk> , <unk> . 
it 's all the <unk> that 's all <unk> , the <unk> , that 's all <unk> . 
we know the <unk> of the <unk> , we know the <unk> of the <unk> . 
white white <unk> white . . 
they have <unk> <unk> on their <unk> . 
you get to get from the from the . 
we know , we we a <unk> . 
and we the the , we we the the , , we the the , , we the the , , and we the the , and we the the . 
and , in the , , , the <unk> , , to the , , , and , to the , and , and to the <unk> , , and , and <unk> , and <unk> , and <unk> , and <unk> , and <unk> . 
and the - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> . 
the was known as the . 
he 's a <unk> <unk> , <unk> , <unk> , <unk> , <unk> . 
if you were n't , , , , , , , , a a , , , a a , , , 
and the <unk> <unk> , the <unk> , and the <unk> <unk> , and the <unk> <unk> . 
so 's all the <unk> are all the <unk> , and they 're all the <unk> . 
so , who 's , who knows who was , who . 
you can not get a <unk> . 
one is another is is after one . 
so , 's the , the , and he 's <unk> , the <unk> , and he 's <unk> , and he 's <unk> . 
and then it 's the the the , and the <unk> the <unk> , and the <unk> the <unk> . 
we 've been that we of the , , we we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we , we ,
so , to find the , you , to find the , you , you , you , to find the 
if you could n't , if you could , , , , , , , you , , , you , , you , , you , 
and , , , , , , , , , , , , , , , , , <unk> , the <unk> , , and <unk> , <unk> , <unk> . 
and 's a <unk> that 's a <unk> that 's <unk> on the <unk> . 
so , does it work ? 
so , if you had to to , and , you , , you would have to , and , and , and you would have to to it , and you would have to 
you you you your your , you you . 
and so , to to you , you , you , you to to you , you , you to to you , you , you to to you , you , and you you to 
and then you <unk> the <unk> , and you <unk> the <unk> , and you <unk> the <unk> . 
you know , you you this this , you know , you to this . 
you you you to to you you you you you to to you you you you you to to . 
you 've got to to the , and you , and you , and you , and you , and you , and you , and you , and you , and you . 
and , , <unk> , , , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> . 
the <unk> - <unk> - <unk> , " <unk> , " <unk> , " <unk> " <unk> " " <unk> . " 
and 's <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
i think , " first - " - " " " " " " " " " " " " " 
and it 's just , and it 's just , and it 's just 
some of them are going to . 
and , the <unk> of the , that they write about <unk> . 
there was a there there . there . 
the <unk> - <unk> <unk> are <unk> that the <unk> are <unk> . 
and 's a a <unk> , and a 's a <unk> , and a <unk> . 
if you 're , if you 're , , if you 're . 
i 'm going to write about something about , i 'm to write about . 
now , the the , that i do n't have a lot of the , that that 's the <unk> , that 's the <unk> . 
i i had to to to , and i i wanted to to to . 
i was to to , i , i , i , i , i , i , i , i , i , i , i , i <unk> , 
a <unk> , a a <unk> or a <unk> . 
i bought a <unk> that i bought a <unk> . 
so it 's a lot of the that it had to make it 
i could never imagine that . 
it 's not about it , it 's not about it . 
and 's , , , , , , , , , , and , , and , , , , 
it 's me me . 
i 'm a <unk> with my . . 
the <unk> of the , the <unk> , the <unk> , and the <unk> , and the <unk> , and <unk> <unk> , 
i had to to the the same that i had to to the the 
so , , to me , , it 's just like , , 
i could be a a a . 
the was n't like the <unk> that the <unk> did n't know that it was n't like . 
now , what was n't supposed to do . 
and was n't really to to , and , and , and , and , and , and , and , and , and was n't 
it 's just <unk> . 
and , because of the , , , because of the , , because of the , , because of the . 
so , to to - <unk> - to - to - to - to - to - to - to - to - to - <unk> - to - to - <unk> . 
so , 's a a , , , , but it 's not a a lot of , , but it 's not a 
<unk> are <unk> . 
if we 're , we 're better , we 're better . 
we 're going to be when we 're . 
so , we we , we , we , we , we , we , we can , we can , we can , we can , we can , we can , we can , we can , we can , we can . 
they 're all <unk> , they 're all <unk> , they 're all <unk> . 
it 's not a real - . 
they 're working on work . 
we 're not in a , and we 're not in a , and we 're not in a . 
it 's not a . . 
in the , , the <unk> . 
i 've been to to the the , that i , the <unk> , , the <unk> , , and i , the <unk> , i , the <unk> . 
we 're not going to to that we 're going to , we 're we 're going to , we 're going to , we 're going to , we 're going to , we 're going to 
so , that 's that , that , that , us , that , , us , 
we have to be the , , to be , , and we to be to 
<unk> . 
i was a a <unk> , <unk> , <unk> <unk> , and i <unk> a <unk> <unk> . 
i think , <unk> <unk> <unk> <unk> <unk> <unk> . 
and i was <unk> and <unk> <unk> . 
there were <unk> . 
i think , the <unk> , i <unk> . 
the the the best - the - the - the - the - the - the - the - 
so , <unk> did n't have <unk> <unk> . 
i do n't get my <unk> on my . 
i think , me . 
in the , , , , , , , , , , <unk> , , and you know , <unk> . 
if you were n't able to do that , , , and that 's , that if you were n't , , , and that 's , that they were n't . 
and , in a , , , , the , of a , , , , a a , , , and a a <unk> , , and a <unk> , and a <unk> , and a <unk> , 
and , , , , , , the the , , and , and , and , and , and , and , and <unk> , 
and i was a <unk> , and i <unk> the <unk> , and i <unk> the <unk> . 
and i was , , and , and , and , and , and , and , and , and , and , and , and , and . 
i was <unk> <unk> , and i <unk> <unk> . 
and what would would be , would n't be the , and would would n't be the . 
and the would have the to the the , and would have the to the the . 
and the were were able to <unk> the , and , and they were the to , and they were <unk> the <unk> , and they were <unk> the <unk> , and they were <unk> the <unk> . 
and what <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
and that would be the . 
and then , a a <unk> , a a <unk> , and a a <unk> . 
it was n't a social . . 
it was n't a <unk> , and it was n't <unk> , 
<unk> was a . . 
and 's a very <unk> - term and <unk> <unk> . 
<unk> is <unk> . 
and , to a , , , , , , a a , , , a a , , , a <unk> , 
<unk> is a <unk> , , <unk> , 
i started teaching in teaching , , and started to teach . 
and then , the the , , the , , the , , and then , the <unk> , and then <unk> , and then <unk> , and then <unk> . 
so , the , , , , , , , , , , , , , , , , , , , , , , , , , , , , , 
and , in the , , , , , , , , , , in the , , , but in the , , 
so , as a little bit of the , that , that 's how we know that that 's how to do that . 
and i 'm going to ask the " <unk> , " <unk> , " <unk> , " <unk> ? " 
i 'm a a <unk> , , and i <unk> a <unk> ? 
i 'm going to do you , " , " ? " 
<unk> : it 's not a <unk> . 
and i do n't know , there 's a <unk> , that 's 's not a <unk> . 
and the 's that that you that you the <unk> of is that you . 
and 's not a <unk> - <unk> , , , <unk> , <unk> , 
i 've heard the the <unk> that i 've heard about the <unk> of the <unk> . 
and the the , the , the , , the , , the <unk> , , and the <unk> , and the <unk> , and the <unk> , and the <unk> , 
and so , , the , , , when you 're , , , , it 's a , that 's a , that 's a <unk> , and it 's a lot of the , , and it 's a <unk> , and that 's a <unk> , 
<unk> 's a <unk> <unk> <unk> <unk> <unk> . 
we need more . we need more . 
so , 's what we 've been , , because we 've got to know , 
it 's a <unk> that 's 's the . 
and we have to and and and and and <unk> and and <unk> . 
to to , to to , to to , to to , to to , to to , to to , to to . 
we need to to <unk> , to give us a <unk> - <unk> . 
<unk> . 
and , the <unk> of the , , , to the <unk> , , and <unk> , to the <unk> , and <unk> , <unk> . 
i 've been a <unk> - <unk> - <unk> - <unk> - . 
in a , , , in a <unk> , and <unk> . 
and the of the , that they have a different of of different , that they have a different of . 
and , - <unk> - , - <unk> - a - <unk> - <unk> - <unk> . 
and so , , the , of the , , , , , is what we 've been , and that 's what we 've been , 
i i thought i wanted to to to i thought i wanted to . 
so , we 've been that we 've had a lot of the , that we 've been doing it , and we 've got a lot of these . 
they 're not able to get a , they 're not able to get , they 're not able to get them , they 're not able to get them . 
and 's a lot of the , , , and , and , and , and , and , and , and , and , and you , and you . 
so , 's a to that 's that 's been <unk> to , that 's not going to be in the , , that 's 
and 's nothing to do with with - <unk> and 
so 's a <unk> with a <unk> and a <unk> . 
so , , , , , , , , , , , , , , , , and , and , and , and , and , and , and , and , 
and 's also to to create the , that 's <unk> to 
i , i think , , i , i , i , i , i , i , i , i think , 
and we could design a a , , and we could design a 
and so , the the , , the , , the , , the , , the , , the , , the , , the , , the , , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> , the <unk> , which
and , you have n't have a <unk> of , you have have a . 
and we put the on the , and we the <unk> , and we <unk> the <unk> , and we <unk> the 
and a a - <unk> , that <unk> a <unk> , and <unk> a <unk> , and <unk> a <unk> . 
and we 're going to , we , we 're the the , of the , , , and we of the , , the , of the , , and we of the , , the <unk> , 
so , we we <unk> this , , we <unk> the <unk> ? 
and the , the to to the , to the , to to , and , to the . 
and , , , , , , , , , , , , , the <unk> , , <unk> , <unk> , <unk> , 
and the <unk> , the <unk> , the <unk> <unk> . 
and the the to to the the , and the the 
and , the , , the , , , the <unk> , , and <unk> , and <unk> , 
and the the that that that the the , that , the the , that 's the to the the 
so , did n't have a , , , , , and , did n't have a , , , and , " did n't have a . 
so , the the of the , , the , of the , , , is a <unk> , that 's a <unk> , 
but , the , of the , , , , because of the , , but because of the , , because of the . 
we used to use the to use the we use the to use the . 
we could make a a - day - , - old - , - old - , - old - , - old - . 
we <unk> the <unk> by <unk> <unk> <unk> by the <unk> . 
and we we this this , , we , and we this , , we , and we this this , 
the the - <unk> - to - <unk> - <unk> - <unk> - <unk> - <unk> . 
we 've got the the to the the , because the the , the <unk> , the <unk> . 
and 's a <unk> <unk> , and <unk> <unk> <unk> , and <unk> <unk> . 
i had to to the the , , , the , , , , the , , , the , , , and the , , the , , the , , 
and , , , , , , , , , , , , , , , , , , , and , which was a <unk> , , and , which was <unk> , , and , and , <unk> , 
and , the , , , , the , , , the , , , and the the , , and the <unk> , and the <unk> , and the <unk> . 
and the the , , the , and , and the the , and , and the the , and , and the <unk> , and the <unk> , and the <unk> , and the <unk> . 
the , the the of the , the , the the , the <unk> , the <unk> , the <unk> , the <unk> . 
so , a a a a <unk> , a a a ? 
so , the is the , that 's the , the , and the 's the , and the 's the . 
so , the most that we are , that we are <unk> , that we are <unk> , that 's a <unk> that we 
and 's a , and it 's a <unk> , and it 's a <unk> , and it 's a <unk> . 
and there 's a <unk> <unk> , and there 's the <unk> <unk> , and there 's the <unk> 
and the the - <unk> - , the - <unk> - and the - <unk> - <unk> , and the <unk> . 
the the the the the . 
and , the , , , , the , , , , , <unk> , , , and <unk> , , and <unk> , <unk> , , and <unk> , <unk> , <unk> , <unk> . 
and 's the <unk> , the <unk> , the <unk> , , which is the <unk> , , and the <unk> , the <unk> , <unk> , 
and , , , , , a <unk> , , , a <unk> , and a <unk> , and a <unk> , 
so , a a <unk> of a <unk> of a <unk> . 
you can see where you can see in the . 
and the the of the , the the of the , the the , and the the the , and the the the 
and , the , the , , , and , and , and , and , and , and , and , and , and , and , and 
<unk> . 
and i want to talk about <unk> , , and i want to talk about about , and talk about <unk> . 
they 're become a that they 're become so they 're become . 
i think , 's a <unk> . 
so , a lot of the , , , , is a . 
and more 's a more <unk> . 
so the <unk> is a <unk> - to - <unk> - . 
the the the , the the , the , the <unk> , the <unk> . 
and a a a a a a a a a a <unk> , a a a a <unk> , a a a 
so , <unk> , <unk> , <unk> ? 
so , i think , the the , i , the <unk> , the <unk> . 
in some , , some of it has been in some way , 
the <unk> of the . . 
so , the the , the , the the , the the , the <unk> , the the <unk> , the <unk> , the <unk> . 
and a lot of a , a a a a <unk> , a a a . 
and , , , , , , , , , , , , , , , , and <unk> , <unk> , 
so , , , , , , , , , , , , , , , , , , , , , 
the the the the the is the the . . 
is a good - a good - ? 
all -- -- -- -- -- . 
could you be able to do that ? 
so , if you 're , , , , , , , the <unk> , to be . 
<unk> <unk> <unk> <unk> ? <unk> ? 
now , <unk> <unk> <unk> , <unk> <unk> ? 
<unk> <unk> ? <unk> ? 
<unk> <unk> ? <unk> ? 
and , , , " would you say , " well , would you say ? " 
that 's a a a . 
but , , , , , , , , , , , , " , " , " , " , " 
rational . 
so , we 're going to , we 're in in our , , , and we 're <unk> . 
we 're not going to be a , or , or , or , or , or , or , or we 
i i to to the , i i , i , i , i i , i , i , i i , i , i , i i would , i would , i i would , i would , i would n't , i , i , 
so , i know , i 'm not going to know that i 'm not going to 
and , that 's a <unk> that that that 's a <unk> that that that 's a <unk> that that 
<unk> . 
we we of our , , we we of our , , we we of our , , we we know , we we ? 
so , the the , , the , the , the , , the <unk> , the <unk> , the <unk> . 
we 're going to , we go . 
it 's more to to more . 
i think that 's a <unk> . 
i would n't have to . 
but not to do the , , but not to 
and , not to , to , not to . 
so , the the , , , the , , , , the <unk> , , the <unk> , , and the <unk> , , and the <unk> , the <unk> , 
this is a <unk> - <unk> <unk> , " <unk> <unk> . 
it 's to be the , to be the . 
so , , , , , , , , , , , , , , , , , 
<unk> can be able to <unk> . 
so , to do that , we have to do to do that , we need to do to do that . 
you know ? you ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? ? 
so , we , we , we , we , we , we , we , we , we , we , and we , and we , and we , and we , and we , and we , and we , 
but then , , n't n't , but then not . 
i 'm not going to be a , , , and i , and i , , and i , 
but they 're , they 're , they 're , they 're , they 're , but they 're , but they 're 
and i 've been , , and i , i 've been , , and i , i 've been , , and i 've been , , and i 've been , . 
i did n't have it yet . 
so , then we , we , we <unk> . 
the is the <unk> . 
it 's , we of course , we have to do . . it 's . 
so , we have the , and , and , and , and , and , and , and , and . 
and the <unk> have <unk> <unk> <unk> . 
it 's not working . 
so , the the to to the , to the , , to the , " to the , " to the <unk> , " 
and , , , , , , , , , , , , , , and <unk> , our <unk> , , <unk> . 
and <unk> <unk> by <unk> to <unk> their <unk> . 
and certainly can be done , any of . 
so , a lot of the . 
and if we want to be , , , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and 
it 's not going to be <unk> , it 's not . it 's not . 
now , now , to <unk> . 
the the , the <unk> , the <unk> , the <unk> . 
and i was to to <unk> that that 
so , of course , can do that . 
you can win a little bit more . 
and can improve two - can improve two - . 
it 's been that it 's that 's a that 's that 's a . 
so , ca n't do that . 
you have to give you a a that you to give you a . 
so , must be be . 
and , of course , you can n't get to the , of the , , you can n't 
and , are also that are are <unk> that are <unk> to be <unk> . 
is that 's going to ? 
so , , , , , , , , , , , , , , , , . 
a is a is a . 
i 'm going to make up , and i , and i , and i , and i , and i . 
and back to the back of the , , and they back to the , and they back to the . 
you 've been , you 've been . . 
it 's a a a . 
and so you 're , you 're , you 're , you 're , you 're , you 're , you 're , you 're , you 're , you 're 
so , 's not very hard to see the very hard . 
and 's the , and the 's the , and the 's the , and the 's the . 
so , , , , , , , , , , , , , , and , , and , , and , , and , and , <unk> , and , <unk> , 
<unk> . 
i 'm the the i 'm the , i the most of the i 'm the <unk> . 
my , my <unk> , , my <unk> , , , my <unk> , , my <unk> . 
she did n't have a <unk> . 
<unk> , of course , <unk> was <unk> . 
and she had a a a a a , and a a a a . 
and , you you look at , you know , you you look at , you know , you you look at the . 
so , in the - <unk> - , and - <unk> - in - <unk> - . 
<unk> was <unk> <unk> . " 
not did n't have this . 
so , a a - , - <unk> , , , a a , , , a <unk> , , a <unk> , , and a <unk> , a <unk> , 
i know , know , right ? 
<unk> . 
and so , , , , , of the , , , and we of the , , and we of the , , and we of the , , and the <unk> . 
there 's a <unk> <unk> <unk> <unk> <unk> . " 
as a , , , , , , , , 
now , the <unk> , , , , , the <unk> , , , , , <unk> , , " <unk> , " 
the <unk> of the to the the to of the to the the to of the <unk> . 
it 's not happening . it . 
and , the most of , is , , is the most of , and , and , and the <unk> , and the <unk> , 
and was the , the , , , the <unk> , , which was the <unk> , , and i was the <unk> , , and the <unk> , and the <unk> . 
i had a <unk> , and i had a <unk> . 
now , was was the <unk> of the three - old <unk> . 
he was n't too , to do that . 
and he was , he was , he was , and he was the <unk> , he was his . 
he 's got a , , and he 's , , and he 's , he 's , and he 's , and he 's , and he 's , and he 's , and he 's , and he 's , and he 's , and he 's 
and what i 've got to do is what he was doing . 
and , , <unk> , <unk> , <unk> , <unk> ? 
and he 's to to <unk> a <unk> to <unk> <unk> ? 
so , , , , the the , , , , , , the <unk> , , , and , and that 's , the <unk> , , and that 's , the <unk> , , and that 's 
<unk> 's <unk> <unk> , " <unk> <unk> . " 
<unk> 's a <unk> <unk> <unk> a <unk> ? 
and it 's a <unk> , and it 's all 
so , 's the , of the , , , , , , and , the <unk> , , and , is the <unk> , and , and , and , 
so , , , , , , , , , , , , and , , and that 's , <unk> , 
and 's a <unk> , the <unk> , , and , and <unk> , the <unk> , and <unk> , <unk> , and <unk> . 
so , how much of this , i did n't read this , how much about how much 
i 've been able to <unk> the that that that i could actually <unk> the <unk> that that i could <unk> , and that , that that <unk> <unk> . 
so , , the first thing that i had , , , and , was a a , , , and that 's a <unk> , 
i 've got my , i 've got my , i 've got my . 
you can you be there ? 
i do n't know what to do . 
and 's a lot of the and and and , and , and , and and <unk> , and and <unk> . 
if you 're a , you 're , you 're a , , you 're a <unk> , you you 're a <unk> . 
and i 'm going to <unk> the <unk> , and , and , and , and i <unk> , and 
the fact , the the are the to the the are not the to the . 
they 're not going to the the to the the , they they they 're to the the , they they they 're 
you do n't have any of . 
and so , , are also a and and , and , and , and , and , and , and , and 
and , of the , , , of a , , , , , , , a , , , or a <unk> , , or a <unk> , , or a <unk> , 
and , the the , of the , , , the <unk> , , <unk> , the <unk> -- <unk> -- the <unk> . 
it 's all the <unk> , and it 's all <unk> . 
what was the <unk> , what the <unk> , what ? 
i do n't think that 's a " i " 
it 's not a very good thing . it 's not a . 
and 's the the that 's like this , the <unk> . 
now , have n't heard of it . 
now , 's not a , , , and , and , and , and , and , 
and the the , the , the <unk> , the <unk> , the <unk> , and the <unk> , and the <unk> , and the <unk> , and the <unk> 
and 's a a , , and 's a a , and is a a <unk> , and is a a <unk> , and is a <unk> , 
and then , to to , to <unk> . 
so , to the <unk> of these <unk> - to - to - to - <unk> - 
what 's the the the , the other things that they 're about , in the , , 
<unk> ? 
<unk> . 
and the , , , , , and , and , and . 
and i 've seen it , and it 's , and it 's , and it 's , and it 's . 
and i 've been looking at the , , i , i , i , i , i , i , i , i , i , i , i , i , i . 
so , a a , , , a <unk> , , a <unk> , , <unk> , <unk> , 
<unk> - <unk> <unk> <unk> <unk> . 
and , in the , , , the <unk> , , , the <unk> , , , and i think , , the <unk> , , and the <unk> , , and the <unk> , 
and , , , , , , , , , , , , , , and <unk> , , and , <unk> , , and <unk> , , and <unk> , , and <unk> , <unk> , 
imagine a <unk> . 
and let 's go to a <unk> <unk> . 
what were the <unk> of , , , , , , , , , , , , <unk> , 
<unk> - <unk> . . 
so , the the of the , the are the , the , the the , that 's the the 
and 's a that 's a that 's a , and that 's a <unk> that 's a . 
the has has the <unk> <unk> that has published <unk> . 
that , that , that , that , that , that . 
they were in the that they were in in the <unk> , and they they were in the <unk> . 
it 's not that 's 's not that 's the . 
so , to do something that do n't have to do . 
and , 's a to think that 's a , , and that 's a lot of the , that 's a , that 's a , that 's a 
they are they are they are ? ? they ? 
do n't learn to learn ? 
and the 's the the , the the , , the <unk> , and the <unk> , and the <unk> , and the <unk> , and the <unk> , and that 's the <unk> 
so we we this this ? 
so , the , , , , the , , , , the , , , , , the , , , , and the , , , and the , , and the , , and the 
we 're going to , , and , , , , , , , and , , and , , and , , and , and , and , and , 
and we can do is something that 's a to do with a , and and a little bit about the . 
and we , we we to do is to we we have to do a a new <unk> . 
it 's changing to changing . 
the <unk> of the <unk> , the <unk> , the <unk> . 
<unk> are going to be <unk> . 
and , , to to , and , to to , , and to to , and , to , and , and to be , , and , and to be , , and , and , and , and , and , and , and you to 
and so , to the , , to the , , and we to the , , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and , and
so , what do you know , , " what , what , " what , what ? 
<unk> . 
<unk> and <unk> . 
so , have these two - ? 
it 's not just the <unk> of the . 
and these are two - <unk> , these two . 
and so , to , you know , , you are , and , and you , and , and you , and you know , 
they 're <unk> . they 're . 
and i was using this <unk> , my <unk> , and <unk> my <unk> , and <unk> <unk> . 
and that 's like like this . 
and , to be , , , to , , to , , to be , , , and to be , , , and , to be , , and , to be , , and , to be , , 
<unk> . 
talk about a <unk> talk about a <unk> . 
but he did n't do his <unk> , but they do n't know his <unk> . 
in a <unk> - in a in a . 
in the <unk> of <unk> , <unk> . 
and the <unk> <unk> <unk> <unk> , and the <unk> <unk> . 
he was , in the , , , , , and he was <unk> , , and he was <unk> , , and he <unk> . 
there 's no no , there 's no no , there 's no no , there 's no no , there 's no no , there 's no no . 
in a <unk> , , he 's a <unk> in a <unk> . 
but , , , but , but , but , but . 
and then , to the , to the , to the it 's to to the <unk> , to the it 's to to 
and they give a <unk> , and they give it a <unk> , and they give it a <unk> . 
and to to to to to , to to to , to to to , to to <unk> , to to 
this is is that <unk> . 
he 's <unk> . he 's . 
and a new new is a new . . 
<unk> has a <unk> . 
<unk> - <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
and , <unk> , , <unk> , , and <unk> <unk> , and <unk> <unk> , and <unk> <unk> . 
so , the the , that the <unk> to to the the , that he was to to the 
it was <unk> . 
and the was a a , , , and it was a a , , and it was a <unk> , and it was a <unk> , and it was a <unk> . 
it 's what we call the , which is what we call the <unk> . 
and over the , , the , the over the <unk> , the <unk> . 
and , , , , , , , , , , , and , and <unk> , and <unk> , and <unk> . 
the <unk> , the - <unk> , , , , , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
it 's the the that 's the . 
we have a <unk> - <unk> <unk> <unk> <unk> <unk> <unk> . 
so , the the , , the , , , the <unk> , , the <unk> , , the <unk> , , the <unk> , , and we <unk> the <unk> , , and we <unk> the <unk> , 
<unk> , , , , , , , <unk> , <unk> , <unk> , <unk> . 
not do n't have to , , , n't have a . 
nothing does n't actually do anything . 
i was , i i went to the , , i i went to the , , and i i went to the , and i went to the . 
i was , i i , , , and i i , , and i was , , and i was , , and i was , 
i had to have the same thing that i 've been to to the ? 
i 've got to become a <unk> ? 
i 'm not sure what i 'm sure . 
and was a <unk> <unk> for <unk> <unk> , and was <unk> <unk> <unk> , <unk> <unk> . 
<unk> - old - old - old - old - old - . 
and the the of the , the <unk> , and the <unk> , and the <unk> . 
<unk> was a <unk> , , <unk> . 
and the <unk> <unk> , the <unk> , and <unk> <unk> . 
no no no , no <unk> . 
and he was , to be , , and he was , and he was , and he was , and he was , and he was , and he was . 
it 's like <unk> . 
and then another <unk> is another <unk> . 
the 's the - to - to - <unk> , the <unk> , to <unk> , to the <unk> . 
the , the the - - is the the - <unk> , the the , the the . 
and they looked , and they <unk> the <unk> . 
a <unk> - <unk> . 
they could n't afford to to could could n't work to , they could n't afford to 
and he 's the the <unk> , and he <unk> the <unk> , and he <unk> the <unk> , and he <unk> the <unk> , and he <unk> the <unk> . 
and the other of these different from the other ? 
does it take the the ? 
and it 's to to to , and it 's a new way to 
and so , the <unk> is the <unk> , and i think , the <unk> is the <unk> . 
so , the the that that that 's that you create the that that that you 're doing is that it 's that you 're doing . 
to be , , to be , . 
a 's a a <unk> , a a , a <unk> , a <unk> , a <unk> , a <unk> . 
and , to to , to , to , to , to , to , and , to , and , to , and to 
so , , the , , , , , , , , , , , , the <unk> , , , and , and , <unk> , , and <unk> , the <unk> , , and <unk> . 
so , the the , , " the <unk> , " the <unk> , " " " <unk> , " " 
<unk> saw a <unk> . 
<unk> - <unk> with a <unk> . 
and , , , , , , , , , , , , , , and , and <unk> , , and <unk> . 
and , , , , , , , , , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> , <unk> . 
in 's no <unk> in the . 
and , , , , , , , , , , and , and , and , and , and , and , and , 
so , 's a lot of <unk> , because it 's not a <unk> . 
so , in the , , , , , , , <unk> , , <unk> , <unk> , <unk> , <unk> . 
it was n't really a really thought to think about it . 
they had a , , , , , , , , , , , but they had a <unk> , , , , , but they had a <unk> , , 
and , to look at the <unk> , to look at the <unk> . 
they could be able to make them that they could they could they could . 
and the the of the , they were the the of the <unk> , and they were the <unk> of the <unk> . 
local had had local local . . 
so , a - - - old - , - old - , - old - , - old - , - old - , - old - , 
and they need to develop and and and to develop and and and to develop it . 
they 're going to create the - to - to - <unk> , , , and they to <unk> , and they to <unk> , they need to 
i 'm just a a <unk> of a <unk> . 
the 's about social - . 
just just not just <unk> . 
he 's <unk> , he <unk> . 
it 's the to - <unk> - , - <unk> - , - <unk> - . 
he 's <unk> the <unk> to <unk> the <unk> and <unk> the <unk> . 
the <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> - <unk> . 
they have a high - of - <unk> - . 
and , , , and , and <unk> , and <unk> , and <unk> , and <unk> , and <unk> <unk> , and <unk> . 
<unk> . 
i was to to the <unk> , to <unk> , , <unk> , , <unk> , <unk> , <unk> , <unk> , <unk> . 
these are hard to find these . 
<unk> 's <unk> , <unk> . 
i had a a a a a a . 
and , to see , , , , , , and , to me , 
and to find a to to a , , to a , to a , to a <unk> , 
i was n't , when i was , , , i , i , i began to <unk> , i , 
in the , , , , , the <unk> , , <unk> , <unk> , <unk> , <unk> <unk> , <unk> <unk> . 
i was to to use to use . 
and to see a a , to see a a . 
so , if we use to see how we we to see how we use to see how we use to see . 
so 's called <unk> <unk> , which is called <unk> <unk> . 
and , , , , , , and , and <unk> , , and <unk> . 
and the <unk> , the <unk> , the <unk> , and the <unk> , and the <unk> . 
so , to to , we have a , to , and , to the , , to the , and , to <unk> , and we 
so , <unk> , <unk> , <unk> , <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> , <unk> <unk> . 
and , , , , , , , , and it 's a <unk> , and it 's a <unk> , and it 's a <unk> . 
so , the the , , the , , the , , the , , the , , the , , the , , the <unk> , 
the 's a <unk> - <unk> , and it 's a <unk> . 
and , the <unk> , , , , , , and , and <unk> , and <unk> , and <unk> , and <unk> , and <unk> . 
so , you a a a a a a <unk> , and you a a a . 
and , to find the , to find the , to find the , to find the 
and , to see , we can see a <unk> , , to see a <unk> , , and we can see a <unk> , 
the the of the the the of the . 
and , the , of the , , , , , , and , and , and , and , and , and , and , and . 
so , , to , , , , , , , , to <unk> , 
so , , , , , , , , , , , , , , the <unk> , , <unk> , 
we were a a from a <unk> , a <unk> of <unk> , , <unk> , a <unk> of <unk> . 
so , in the , , , we can , we can , we can , we can , we can , we can , we can , we can <unk> , , we can <unk> , <unk> , , <unk> , , <unk> , , <unk> , 
so , , , , , , , and <unk> , , and <unk> . 
you know , if you look at the , , you , you know , , you know , , you know , , you know , , you know , 
so the the - on - <unk> - on the - level - on the <unk> of 
so , a a , that 's a a to be a , that 's a a to 
and we 're going to to a a , , but we 're going to to to , but we 're going to to 
so , the the that we 're doing is that we 're the , that , who are the <unk> that we 're doing , and that 's the 
so , the <unk> of , i <unk> , i <unk> , <unk> , <unk> <unk> , <unk> <unk> . 
the is the most of the , is the biggest . 
there 's nothing in the <unk> . " 
it was n't <unk> in the . 
but , , , , , , , , , , , , , , , , , , but , in a long time , 
you can n't compare the to the the the the the . 
so , . 
<unk> . 
the <unk> of the , the <unk> , the <unk> , the <unk> , , <unk> , <unk> , <unk> . 
i was fascinated by this , i was fascinated by this . 
so , as a <unk> of the , you be <unk> to be like <unk> . 
so , , i 've been able to do this , and , and , and , and , and this , , , and this , 
so , to be a , , , to be a . 
i was to to the every single - <unk> , and i <unk> every single . 
i 've been the to <unk> the next <unk> . 
and we have a very , very , very , very , very , very 
<unk> 's <unk> <unk> <unk> . 
for a , , a a a . 
if you look at the - - of , you know , the - to - to - to - to - to - to - to - - - to - to - to - <unk> - . 
so , to show you how to show the how to show you how to show you how to show you how to show . 
ready ? ready ? 
it 's n't as a , , until it 's , until , , it 's 
it 's a " . 
<unk> 's a . 
" <unk> . " 
so , the <unk> , the <unk> , the <unk> , , the <unk> , , the <unk> , , <unk> , the <unk> , <unk> . 
a is a . 
" <unk> . " 
it 's a <unk> . " 
" <unk> . " 
" <unk> . " 
the <unk> - <unk> - <unk> <unk> <unk> <unk> " <unk> <unk> . " 
<unk> are <unk> . 
and 's a to to a a - to - to - to - . 
<unk> . 
it 's , " it 's , " it 's , " it 's . " 
and then , " , " and it 's a " and it 's a " 
so , , " <unk> , " <unk> , " <unk> , " " 
it 's a <unk> , it 's like <unk> . 
so 's a <unk> , " <unk> , " 
<unk> 's a <unk> - <unk> <unk> , " <unk> <unk> . 
they 're a a " . " 
and a a <unk> , a a <unk> a <unk> . 
it 's called a <unk> - up - , - <unk> - <unk> - <unk> - <unk> - . 
because it 's a , because 's a <unk> , because it 's a <unk> . 
<unk> - <unk> - <unk> <unk> ? 
and 's called " <unk> . " 
they 've got a lot of <unk> - <unk> - . 
it 's called " <unk> , , " means , " means . 
the 's the the of the . 
they were <unk> , " they were <unk> . " 
they 're <unk> . " 
and it 's the , , and it 's called the <unk> , and it 's called the <unk> , 
and it 's the the the next <unk> . 
<unk> - <unk> - on the <unk> : <unk> . 
the 's the <unk> <unk> , " the <unk> . 
it 's a <unk> , , and it 's a <unk> , " 
there 's a <unk> , <unk> . 
" <unk> , " " . " " 
the is is the . . 
they 're a a <unk> . " 
so , 's called " <unk> , " <unk> . 
now , have <unk> <unk> . 
and then , the <unk> of these <unk> <unk> , <unk> <unk> . 
so , <unk> <unk> <unk> <unk> with <unk> . 
a hundred a a hundred a hundred a hundred <unk> , a a a few <unk> , a a 
we can do it , we can do it , we can . 
so , , , and , and , and <unk> , and <unk> , and <unk> . 
the , the <unk> , the <unk> , is the <unk> . 
the is is the <unk> , because the <unk> is <unk> . 
and , with a <unk> , , " <unk> <unk> . 
<unk> 's <unk> <unk> ? 
" <unk> . " 
<unk> 's two - <unk> <unk> are two <unk> <unk> . 
the <unk> , the <unk> , , <unk> , <unk> , <unk> , <unk> . 
" <unk> " <unk> . " 
and it 's , " the <unk> , " it says , " 
and the the , the <unk> , the <unk> , the <unk> . 






    

In [4]:

    

from bleu_check import bleu
ref_t = []
with open(os.path.join('data','reference','dev.out')) as r:
    ref_t = r.read().strip().splitlines()
print(bleu(ref_t, results))


    

    




BLEU = 2.49 28.3/5.4/1.3/0.4 (BP = 0.854 ratio = 0.864 hyp_len = 21503 ref_len = 24902)