all modules implemented, chat semi working

This commit is contained in:
Anna Śmigiel 2024-06-11 19:30:24 +02:00
parent 8f85af7f7f
commit 2b95605042
17 changed files with 637 additions and 1073 deletions

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@ -19,6 +19,9 @@ or by:
`pip install requirements.txt`
Compatible with
`python 3.9`
as other versions have conflicts with convlab or flair.
## Development and usage
We can run script
@ -36,6 +39,6 @@ On both cases we are mapping our src directory to workdir inside Docker to alway
| Team member |
|----------------|
| Mikołaj Gawron |
| - |
| - |
| - |
| Anna Śmigiel |
| Dawid Korzępa |
| Adam Stelmaszyk |

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@ -26,8 +26,10 @@
"item": "Jaki produkt chcesz kupić?",
"email": "Podaj proszę email.",
"delivery_method": "Jaką formą dostawy jesteś zainteresowany?",
"payment_method": "Jaką formą płatności jesteś zainteresowany?"
"payment_method": "Jaką formą płatności jesteś zainteresowany?",
"price": "20ZŁ"
},
"bye": "Miłego dnia!",
"welcomemsg": "Dzień dobry!",
"confirmation": "Zamówienie zostało złożone!"
}

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@ -71,20 +71,20 @@
# text: Chciałbym złożyć zamówienie na chleb, masło, jajka oraz ser.
# intent: request
# intent: inform
# slots:
1 Chciałbym request NoLabel
2 złożyć request NoLabel
3 zamówienie request NoLabel
4 na request NoLabel
5 chleb request B-item
6 , request NoLabel
7 masło request B-item
8 , request NoLabel
9 jajka request B-item
10 oraz request NoLabel
11 ser request B-item
12 . request NoLabel
1 Chciałbym inform NoLabel
2 złożyć inform NoLabel
3 zamówienie inform NoLabel
4 na inform NoLabel
5 chleb inform B-item
6 , inform NoLabel
7 masło inform B-item
8 , inform NoLabel
9 jajka inform B-item
10 oraz inform NoLabel
11 ser inform B-item
12 . inform NoLabel
# text: Proszę podać cene weza ogrodowego.
@ -95,3 +95,45 @@
3 ceny request B-price
4 weza request B-item
5 ogrodowego. request I-item
# text: Cześć! Chciałbym złożyć zamówienie na meble ogrodowe.
# intent: inform
# slots:
1 Cześć! inform NoLabel
2 Chciałbym inform NoLabel
3 złożyć inform NoLabel
4 zamówienie inform NoLabel
5 na inform NoLabel
6 meble inform B-item
7 ogrodowe inform I-item
# text: Jaka jest cena makaronu?
# intent: request
# slots:
1 Jaka request NoLabel
2 jest request NoLabel
3 cena request B-price
4 makaronu? request B-item
# text: Proszę podać cene drzewka.
# intent: request
# slots:
1 Proszę request NoLabel
2 podać request NoLabel
3 cene request B-price
4 drzewka request B-item
# text: zycdd@gmail.com
# intent: inform
# slots:
1 zycdd@gmail.com inform B-email
# text: Ul. Kolorowa 15
# intent: inform
# slots:
1 Ul. inform B-address
2 Kolorowa inform I-address
3 15 inform I-address

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@ -1,106 +1,14 @@
To B-request B-request
poproszę B-request B-request
o B-request B-request
zamówienie B-request B-request
Biurka B-request B-request
WMI B-request B-request
. B-request B-request
Dane B-inform B-inform
do B-inform B-inform
dostawy: B-inform B-inform
20398 B-inform B-inform
- B-inform B-inform
Malediwy B-inform B-inform
, B-inform B-inform
Kaafu B-inform B-inform
, B-inform B-inform
email: B-inform B-inform
mikgaw@stamu.costam B-inform B-inform
, B-inform B-inform
numer B-inform B-inform
karty B-inform B-inform
rabatowej: B-inform B-inform
XYZ B-inform B-inform
. B-inform B-inform
Jasne B-request B-ack
, B-request B-ack
proszę B-request B-ack
podać B-request B-ack
, B-request B-ack
czego B-request B-ack
potrzebujesz B-request B-ack
. B-request B-ack
Tak B-affirm B-affirm
, B-affirm B-bye
to B-affirm B-affirm
brzmi B-affirm B-bye
świetnie B-affirm B-affirm
. B-affirm B-bye
Dziękuję B-ack B-inform
za B-ack B-inform
podanie B-ack B-inform
danych B-ack B-inform
. B-ack B-inform
Zamówienie B-ack B-inform
zostało B-ack B-inform
złożone B-ack B-inform
pomyślnie B-ack B-inform
, B-ack B-inform
a B-ack B-inform
zniżka B-ack B-inform
zostanie B-ack B-inform
automatycznie B-ack B-inform
naliczona B-ack B-inform
. B-ack B-inform
Numer B-ack B-inform
Twojego B-ack B-inform
zamówienia B-ack B-inform
to B-ack B-inform
#456789 B-ack B-inform
. B-ack B-inform
Suma B-inform B-inform
: B-inform B-inform
10x20zł B-inform B-inform
= B-inform B-inform
200zł B-inform B-inform
; B-inform B-inform
Potwierdz B-request B-inform
swoje B-request B-inform
zamowienie B-request B-inform
. B-request B-inform
W B-select B-select
naszym B-select B-select
asortymencie B-select B-select
znajdują B-select B-select
się B-select B-select
artykuły B-select B-select
spożywcze B-select B-select
, B-select B-select
ogrodnicze B-select B-select
, B-select B-select
meblowe B-select B-select
, B-select B-select
a B-select B-select
także B-select B-select
kosmetyki B-select B-select
. B-select B-select
Jaką B-select B-select
kategorią B-select B-select
jest B-select B-select
Pan B-select B-select
zainteresowany B-select B-select
? B-select B-select
Lipinki B-inform B-inform
Łużyckie B-inform B-inform
Łączna B-inform B-inform
43, B-inform B-inform
moj@adres.email B-inform B-inform
Oczywiście! B-inform B-inform
Oferujemy B-inform B-request
dostawę B-inform B-inform
kurierem B-inform B-inform
za B-inform B-inform
10 B-inform B-inform
zł B-inform B-inform
oraz B-inform B-inform
odbiór B-inform B-request
osobisty B-inform B-inform
w B-inform B-request
naszym B-inform B-inform
sklepie. B-inform B-request

1 To B-request B-request Oczywiście! B-inform B-inform
2 poproszę B-request B-request Oferujemy B-inform B-request
3 o B-request B-request dostawę B-inform B-inform
4 zamówienie B-request B-request kurierem B-inform B-inform
5 Biurka B-request B-request za B-inform B-inform
6 WMI B-request B-request 10 B-inform B-inform
7 . B-request B-request zł B-inform B-inform
8 Dane B-inform B-inform oraz B-inform B-inform
9 do B-inform B-inform odbiór B-inform B-request
10 dostawy: B-inform B-inform osobisty B-inform B-inform
11 20398 B-inform B-inform w B-inform B-request
12 - B-inform B-inform naszym B-inform B-inform
13 Malediwy B-inform B-inform sklepie. B-inform B-request
, B-inform B-inform
Kaafu B-inform B-inform
, B-inform B-inform
email: B-inform B-inform
mikgaw@stamu.costam B-inform B-inform
, B-inform B-inform
numer B-inform B-inform
karty B-inform B-inform
rabatowej: B-inform B-inform
XYZ B-inform B-inform
. B-inform B-inform
Jasne B-request B-ack
, B-request B-ack
proszę B-request B-ack
podać B-request B-ack
, B-request B-ack
czego B-request B-ack
potrzebujesz B-request B-ack
. B-request B-ack
Tak B-affirm B-affirm
, B-affirm B-bye
to B-affirm B-affirm
brzmi B-affirm B-bye
świetnie B-affirm B-affirm
. B-affirm B-bye
Dziękuję B-ack B-inform
za B-ack B-inform
podanie B-ack B-inform
danych B-ack B-inform
. B-ack B-inform
Zamówienie B-ack B-inform
zostało B-ack B-inform
złożone B-ack B-inform
pomyślnie B-ack B-inform
, B-ack B-inform
a B-ack B-inform
zniżka B-ack B-inform
zostanie B-ack B-inform
automatycznie B-ack B-inform
naliczona B-ack B-inform
. B-ack B-inform
Numer B-ack B-inform
Twojego B-ack B-inform
zamówienia B-ack B-inform
to B-ack B-inform
#456789 B-ack B-inform
. B-ack B-inform
Suma B-inform B-inform
: B-inform B-inform
10x20zł B-inform B-inform
= B-inform B-inform
200zł B-inform B-inform
; B-inform B-inform
Potwierdz B-request B-inform
swoje B-request B-inform
zamowienie B-request B-inform
. B-request B-inform
W B-select B-select
naszym B-select B-select
asortymencie B-select B-select
znajdują B-select B-select
się B-select B-select
artykuły B-select B-select
spożywcze B-select B-select
, B-select B-select
ogrodnicze B-select B-select
, B-select B-select
meblowe B-select B-select
, B-select B-select
a B-select B-select
także B-select B-select
kosmetyki B-select B-select
. B-select B-select
Jaką B-select B-select
kategorią B-select B-select
jest B-select B-select
Pan B-select B-select
zainteresowany B-select B-select
? B-select B-select
Lipinki B-inform B-inform
Łużyckie B-inform B-inform
Łączna B-inform B-inform
43, B-inform B-inform
moj@adres.email B-inform B-inform
14

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@ -1,62 +1,76 @@
EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 00:00:33 0.1000 3.5120 2.8576 0.2887 0.2887 0.2887 0.2887
2 00:00:51 0.1000 2.7021 2.6273 0.3093 0.3093 0.3093 0.3093
3 00:01:10 0.1000 2.2991 2.4010 0.2268 0.2268 0.2268 0.2268
4 00:01:14 0.1000 2.1291 1.8753 0.3093 0.3093 0.3093 0.3093
5 00:01:18 0.1000 2.0878 1.7441 0.5361 0.5361 0.5361 0.5361
6 00:01:35 0.1000 1.7415 1.6901 0.4948 0.4948 0.4948 0.4948
7 00:01:39 0.1000 1.5896 1.6953 0.4433 0.4433 0.4433 0.4433
8 00:01:43 0.1000 1.5041 1.6834 0.4639 0.4639 0.4639 0.4639
9 00:01:47 0.1000 1.4068 1.4813 0.5361 0.5361 0.5361 0.5361
10 00:01:51 0.1000 1.2701 1.4029 0.5773 0.5773 0.5773 0.5773
11 00:02:07 0.1000 1.0604 1.4700 0.5567 0.5567 0.5567 0.5567
12 00:02:11 0.1000 0.9931 1.4723 0.5876 0.5876 0.5876 0.5876
13 00:02:26 0.1000 1.0373 1.4780 0.4948 0.4948 0.4948 0.4948
14 00:02:30 0.1000 1.0020 1.0854 0.7010 0.7010 0.7010 0.7010
15 00:02:44 0.1000 0.8915 1.1994 0.5876 0.5876 0.5876 0.5876
16 00:02:48 0.1000 0.7833 1.0233 0.6598 0.6598 0.6598 0.6598
17 00:02:52 0.1000 0.8004 1.1234 0.4845 0.4845 0.4845 0.4845
18 00:02:57 0.1000 0.6979 0.8248 0.7010 0.7010 0.7010 0.7010
19 00:03:01 0.1000 0.7147 1.3989 0.4948 0.4948 0.4948 0.4948
20 00:03:06 0.1000 0.7341 1.1452 0.5052 0.5052 0.5052 0.5052
21 00:03:10 0.1000 0.5896 0.9226 0.5052 0.5052 0.5052 0.5052
22 00:03:14 0.1000 0.5474 1.4435 0.5155 0.5155 0.5155 0.5155
23 00:03:18 0.0500 0.4442 0.9225 0.4433 0.4433 0.4433 0.4433
24 00:03:22 0.0500 0.4379 0.8868 0.6701 0.6701 0.6701 0.6701
25 00:03:27 0.0500 0.3586 0.7282 0.7216 0.7216 0.7216 0.7216
26 00:03:42 0.0500 0.4013 0.7314 0.7320 0.7320 0.7320 0.7320
27 00:03:57 0.0500 0.3135 0.9683 0.6082 0.6082 0.6082 0.6082
28 00:04:02 0.0500 0.3048 0.7002 0.6495 0.6495 0.6495 0.6495
29 00:04:07 0.0500 0.2755 0.9017 0.6495 0.6495 0.6495 0.6495
30 00:04:13 0.0500 0.2330 1.1967 0.6907 0.6907 0.6907 0.6907
31 00:04:17 0.0250 0.2130 1.1186 0.7010 0.7010 0.7010 0.7010
32 00:04:21 0.0250 0.2494 0.7715 0.6186 0.6186 0.6186 0.6186
33 00:04:25 0.0250 0.1728 0.8299 0.7010 0.7010 0.7010 0.7010
34 00:04:30 0.0250 0.1980 0.8733 0.6186 0.6186 0.6186 0.6186
35 00:04:34 0.0125 0.2282 1.0211 0.6186 0.6186 0.6186 0.6186
36 00:04:38 0.0125 0.1744 1.0446 0.6186 0.6186 0.6186 0.6186
37 00:04:42 0.0125 0.1560 1.0921 0.6186 0.6186 0.6186 0.6186
38 00:04:46 0.0125 0.1900 1.0100 0.6186 0.6186 0.6186 0.6186
39 00:04:50 0.0063 0.1686 1.0093 0.6186 0.6186 0.6186 0.6186
40 00:04:54 0.0063 0.1871 0.9468 0.6186 0.6186 0.6186 0.6186
41 00:04:58 0.0063 0.1659 0.9617 0.6186 0.6186 0.6186 0.6186
42 00:05:03 0.0063 0.1684 0.9121 0.6186 0.6186 0.6186 0.6186
43 00:05:07 0.0031 0.1463 0.9598 0.6186 0.6186 0.6186 0.6186
44 00:05:11 0.0031 0.1466 0.9784 0.6186 0.6186 0.6186 0.6186
45 00:05:15 0.0031 0.1348 1.0098 0.6186 0.6186 0.6186 0.6186
46 00:05:19 0.0031 0.1525 0.9969 0.6186 0.6186 0.6186 0.6186
47 00:05:24 0.0016 0.1481 0.9859 0.6186 0.6186 0.6186 0.6186
48 00:05:28 0.0016 0.1413 0.9863 0.6186 0.6186 0.6186 0.6186
49 00:05:33 0.0016 0.1475 0.9797 0.6186 0.6186 0.6186 0.6186
50 00:05:37 0.0016 0.1447 1.0042 0.6186 0.6186 0.6186 0.6186
51 00:05:41 0.0008 0.1578 1.0006 0.6186 0.6186 0.6186 0.6186
52 00:05:45 0.0008 0.1359 1.0043 0.6186 0.6186 0.6186 0.6186
53 00:05:49 0.0008 0.1435 1.0088 0.6186 0.6186 0.6186 0.6186
54 00:05:53 0.0008 0.1397 1.0137 0.6186 0.6186 0.6186 0.6186
55 00:05:58 0.0004 0.1508 1.0123 0.6186 0.6186 0.6186 0.6186
56 00:06:02 0.0004 0.1396 1.0053 0.6186 0.6186 0.6186 0.6186
57 00:06:07 0.0004 0.1719 1.0046 0.6186 0.6186 0.6186 0.6186
58 00:06:11 0.0004 0.1838 1.0019 0.6186 0.6186 0.6186 0.6186
59 00:06:16 0.0002 0.1400 1.0028 0.6186 0.6186 0.6186 0.6186
60 00:06:20 0.0002 0.1482 1.0060 0.6186 0.6186 0.6186 0.6186
61 00:06:24 0.0002 0.1308 1.0076 0.6186 0.6186 0.6186 0.6186
1 19:07:17 0.0100 3.6980 3.2532 0.0000 0.0000 0.0000 0.0000
2 19:07:17 0.0100 3.6238 3.1721 0.0000 0.0000 0.0000 0.0000
3 19:07:18 0.0100 3.5578 3.0973 0.0000 0.0000 0.0000 0.0000
4 19:07:19 0.0100 3.4687 3.0170 0.0000 0.0000 0.0000 0.0000
5 19:07:19 0.0100 3.4041 2.9367 0.0000 0.0000 0.0000 0.0000
6 19:07:19 0.0100 3.3420 2.8574 0.0000 0.0000 0.0000 0.0000
7 19:07:20 0.0100 3.3236 2.7810 0.0000 0.0000 0.0000 0.0000
8 19:07:20 0.0100 3.2121 2.7055 0.0000 0.0000 0.0000 0.0000
9 19:07:21 0.0100 3.1642 2.6315 0.0000 0.0000 0.0000 0.0000
10 19:07:21 0.0100 3.0810 2.5527 0.0000 0.0000 0.0000 0.0000
11 19:07:22 0.0100 2.9539 2.4697 0.1429 0.0769 0.1000 0.0769
12 19:07:27 0.0100 2.8927 2.3881 0.1429 0.0769 0.1000 0.0769
13 19:07:28 0.0100 2.8606 2.3089 0.1429 0.0769 0.1000 0.0769
14 19:07:28 0.0100 2.7813 2.2268 0.1429 0.0769 0.1000 0.0769
15 19:07:29 0.0100 2.6563 2.1462 0.1429 0.0769 0.1000 0.0769
16 19:07:29 0.0100 2.6808 2.0681 0.2500 0.1538 0.1905 0.1538
17 19:07:36 0.0100 2.5850 1.9907 0.2500 0.1538 0.1905 0.1538
18 19:07:37 0.0100 2.5238 1.9111 0.3333 0.2308 0.2727 0.2308
19 19:07:45 0.0100 2.4222 1.8332 0.2500 0.1538 0.1905 0.1250
20 19:07:46 0.0100 2.3850 1.7545 0.2500 0.1538 0.1905 0.1176
21 19:07:46 0.0100 2.3759 1.6911 0.2500 0.1538 0.1905 0.1176
22 19:07:47 0.0100 2.2834 1.6178 0.3333 0.2308 0.2727 0.1875
23 19:07:47 0.0100 2.1940 1.5477 0.5000 0.4615 0.4800 0.4615
24 19:07:56 0.0100 2.1260 1.4821 0.5000 0.4615 0.4800 0.4615
25 19:07:56 0.0100 2.0357 1.4210 0.5000 0.4615 0.4800 0.4615
26 19:07:57 0.0100 1.9640 1.3688 0.5385 0.5385 0.5385 0.5385
27 19:08:04 0.0100 1.9510 1.3111 0.5385 0.5385 0.5385 0.5385
28 19:08:04 0.0100 1.8615 1.2591 0.5385 0.5385 0.5385 0.5385
29 19:08:05 0.0100 1.8927 1.2152 0.5385 0.5385 0.5385 0.5385
30 19:08:05 0.0100 1.7679 1.1683 0.5385 0.5385 0.5385 0.5385
31 19:08:06 0.0100 1.7202 1.1231 0.5385 0.5385 0.5385 0.5385
32 19:08:06 0.0100 1.7068 1.0878 0.5385 0.5385 0.5385 0.5385
33 19:08:07 0.0100 1.6104 1.0597 0.5385 0.5385 0.5385 0.5385
34 19:08:07 0.0100 1.5844 1.0294 0.5385 0.5385 0.5385 0.5385
35 19:08:08 0.0100 1.5799 0.9881 0.5385 0.5385 0.5385 0.5385
36 19:08:08 0.0100 1.5588 0.9580 0.5385 0.5385 0.5385 0.5385
37 19:08:08 0.0100 1.4946 0.9393 0.5385 0.5385 0.5385 0.5385
38 19:08:09 0.0100 1.4647 0.9262 0.5385 0.5385 0.5385 0.5385
39 19:08:09 0.0100 1.4651 0.9157 0.5385 0.5385 0.5385 0.5385
40 19:08:10 0.0100 1.4224 0.8933 0.5385 0.5385 0.5385 0.5385
41 19:08:10 0.0100 1.2797 0.8791 0.5385 0.5385 0.5385 0.5385
42 19:08:11 0.0100 1.3127 0.8690 0.5385 0.5385 0.5385 0.5385
43 19:08:11 0.0100 1.2907 0.8664 0.5385 0.5385 0.5385 0.5385
44 19:08:12 0.0100 1.3460 0.8451 0.5385 0.5385 0.5385 0.5385
45 19:08:12 0.0100 1.1593 0.8377 0.5385 0.5385 0.5385 0.5385
46 19:08:13 0.0100 1.1584 0.8268 0.5385 0.5385 0.5385 0.5385
47 19:08:13 0.0100 1.1238 0.8447 0.5385 0.5385 0.5385 0.5385
48 19:08:13 0.0100 1.2226 0.8146 0.5385 0.5385 0.5385 0.5385
49 19:08:14 0.0100 1.0462 0.8138 0.5385 0.5385 0.5385 0.5385
50 19:08:14 0.0100 1.0117 0.8118 0.6154 0.6154 0.6154 0.6154
51 19:08:23 0.0100 1.0492 0.8015 0.6154 0.6154 0.6154 0.6154
52 19:08:23 0.0100 0.9248 0.8249 0.6154 0.6154 0.6154 0.6154
53 19:08:23 0.0100 1.0043 0.8154 0.6154 0.6154 0.6154 0.6154
54 19:08:24 0.0100 0.9389 0.8042 0.6154 0.6154 0.6154 0.6154
55 19:08:24 0.0100 0.9823 0.7901 0.6154 0.6154 0.6154 0.6154
56 19:08:25 0.0100 0.8558 0.7984 0.6154 0.6154 0.6154 0.6154
57 19:08:25 0.0100 0.8775 0.8038 0.6154 0.6154 0.6154 0.6154
58 19:08:26 0.0100 0.8760 0.7814 0.6154 0.6154 0.6154 0.6154
59 19:08:26 0.0100 0.8123 0.7600 0.6154 0.6154 0.6154 0.6154
60 19:08:27 0.0100 0.7288 0.7800 0.6154 0.6154 0.6154 0.6154
61 19:08:27 0.0100 0.8663 0.7511 0.6154 0.6154 0.6154 0.6154
62 19:08:28 0.0100 0.7706 0.7454 0.6923 0.6923 0.6923 0.6923
63 19:08:36 0.0100 0.7777 0.7348 0.6923 0.6923 0.6923 0.6923
64 19:08:36 0.0100 0.6732 0.7437 0.6923 0.6923 0.6923 0.6923
65 19:08:37 0.0100 0.6817 0.7702 0.6923 0.6923 0.6923 0.6923
66 19:08:37 0.0100 0.5867 0.7428 0.6923 0.6923 0.6923 0.6923
67 19:08:38 0.0100 0.6100 0.7558 0.6923 0.6923 0.6923 0.6923
68 19:08:38 0.0050 0.5873 0.7517 0.6923 0.6923 0.6923 0.6923
69 19:08:39 0.0050 0.6400 0.7399 0.6923 0.6923 0.6923 0.6923
70 19:08:39 0.0050 0.6067 0.7368 0.6923 0.6923 0.6923 0.6923
71 19:08:40 0.0050 0.6156 0.7471 0.6923 0.6923 0.6923 0.6923
72 19:08:40 0.0025 0.6045 0.7375 0.6923 0.6923 0.6923 0.6923
73 19:08:41 0.0025 0.5352 0.7373 0.6923 0.6923 0.6923 0.6923
74 19:08:41 0.0025 0.6440 0.7294 0.6923 0.6923 0.6923 0.6923
75 19:08:42 0.0025 0.6022 0.7275 0.6923 0.6923 0.6923 0.6923

1 EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
2 1 00:00:33 19:07:17 0.1000 0.0100 3.5120 3.6980 2.8576 3.2532 0.2887 0.0000 0.2887 0.0000 0.2887 0.0000 0.2887 0.0000
3 2 00:00:51 19:07:17 0.1000 0.0100 2.7021 3.6238 2.6273 3.1721 0.3093 0.0000 0.3093 0.0000 0.3093 0.0000 0.3093 0.0000
4 3 00:01:10 19:07:18 0.1000 0.0100 2.2991 3.5578 2.4010 3.0973 0.2268 0.0000 0.2268 0.0000 0.2268 0.0000 0.2268 0.0000
5 4 00:01:14 19:07:19 0.1000 0.0100 2.1291 3.4687 1.8753 3.0170 0.3093 0.0000 0.3093 0.0000 0.3093 0.0000 0.3093 0.0000
6 5 00:01:18 19:07:19 0.1000 0.0100 2.0878 3.4041 1.7441 2.9367 0.5361 0.0000 0.5361 0.0000 0.5361 0.0000 0.5361 0.0000
7 6 00:01:35 19:07:19 0.1000 0.0100 1.7415 3.3420 1.6901 2.8574 0.4948 0.0000 0.4948 0.0000 0.4948 0.0000 0.4948 0.0000
8 7 00:01:39 19:07:20 0.1000 0.0100 1.5896 3.3236 1.6953 2.7810 0.4433 0.0000 0.4433 0.0000 0.4433 0.0000 0.4433 0.0000
9 8 00:01:43 19:07:20 0.1000 0.0100 1.5041 3.2121 1.6834 2.7055 0.4639 0.0000 0.4639 0.0000 0.4639 0.0000 0.4639 0.0000
10 9 00:01:47 19:07:21 0.1000 0.0100 1.4068 3.1642 1.4813 2.6315 0.5361 0.0000 0.5361 0.0000 0.5361 0.0000 0.5361 0.0000
11 10 00:01:51 19:07:21 0.1000 0.0100 1.2701 3.0810 1.4029 2.5527 0.5773 0.0000 0.5773 0.0000 0.5773 0.0000 0.5773 0.0000
12 11 00:02:07 19:07:22 0.1000 0.0100 1.0604 2.9539 1.4700 2.4697 0.5567 0.1429 0.5567 0.0769 0.5567 0.1000 0.5567 0.0769
13 12 00:02:11 19:07:27 0.1000 0.0100 0.9931 2.8927 1.4723 2.3881 0.5876 0.1429 0.5876 0.0769 0.5876 0.1000 0.5876 0.0769
14 13 00:02:26 19:07:28 0.1000 0.0100 1.0373 2.8606 1.4780 2.3089 0.4948 0.1429 0.4948 0.0769 0.4948 0.1000 0.4948 0.0769
15 14 00:02:30 19:07:28 0.1000 0.0100 1.0020 2.7813 1.0854 2.2268 0.7010 0.1429 0.7010 0.0769 0.7010 0.1000 0.7010 0.0769
16 15 00:02:44 19:07:29 0.1000 0.0100 0.8915 2.6563 1.1994 2.1462 0.5876 0.1429 0.5876 0.0769 0.5876 0.1000 0.5876 0.0769
17 16 00:02:48 19:07:29 0.1000 0.0100 0.7833 2.6808 1.0233 2.0681 0.6598 0.2500 0.6598 0.1538 0.6598 0.1905 0.6598 0.1538
18 17 00:02:52 19:07:36 0.1000 0.0100 0.8004 2.5850 1.1234 1.9907 0.4845 0.2500 0.4845 0.1538 0.4845 0.1905 0.4845 0.1538
19 18 00:02:57 19:07:37 0.1000 0.0100 0.6979 2.5238 0.8248 1.9111 0.7010 0.3333 0.7010 0.2308 0.7010 0.2727 0.7010 0.2308
20 19 00:03:01 19:07:45 0.1000 0.0100 0.7147 2.4222 1.3989 1.8332 0.4948 0.2500 0.4948 0.1538 0.4948 0.1905 0.4948 0.1250
21 20 00:03:06 19:07:46 0.1000 0.0100 0.7341 2.3850 1.1452 1.7545 0.5052 0.2500 0.5052 0.1538 0.5052 0.1905 0.5052 0.1176
22 21 00:03:10 19:07:46 0.1000 0.0100 0.5896 2.3759 0.9226 1.6911 0.5052 0.2500 0.5052 0.1538 0.5052 0.1905 0.5052 0.1176
23 22 00:03:14 19:07:47 0.1000 0.0100 0.5474 2.2834 1.4435 1.6178 0.5155 0.3333 0.5155 0.2308 0.5155 0.2727 0.5155 0.1875
24 23 00:03:18 19:07:47 0.0500 0.0100 0.4442 2.1940 0.9225 1.5477 0.4433 0.5000 0.4433 0.4615 0.4433 0.4800 0.4433 0.4615
25 24 00:03:22 19:07:56 0.0500 0.0100 0.4379 2.1260 0.8868 1.4821 0.6701 0.5000 0.6701 0.4615 0.6701 0.4800 0.6701 0.4615
26 25 00:03:27 19:07:56 0.0500 0.0100 0.3586 2.0357 0.7282 1.4210 0.7216 0.5000 0.7216 0.4615 0.7216 0.4800 0.7216 0.4615
27 26 00:03:42 19:07:57 0.0500 0.0100 0.4013 1.9640 0.7314 1.3688 0.7320 0.5385 0.7320 0.5385 0.7320 0.5385 0.7320 0.5385
28 27 00:03:57 19:08:04 0.0500 0.0100 0.3135 1.9510 0.9683 1.3111 0.6082 0.5385 0.6082 0.5385 0.6082 0.5385 0.6082 0.5385
29 28 00:04:02 19:08:04 0.0500 0.0100 0.3048 1.8615 0.7002 1.2591 0.6495 0.5385 0.6495 0.5385 0.6495 0.5385 0.6495 0.5385
30 29 00:04:07 19:08:05 0.0500 0.0100 0.2755 1.8927 0.9017 1.2152 0.6495 0.5385 0.6495 0.5385 0.6495 0.5385 0.6495 0.5385
31 30 00:04:13 19:08:05 0.0500 0.0100 0.2330 1.7679 1.1967 1.1683 0.6907 0.5385 0.6907 0.5385 0.6907 0.5385 0.6907 0.5385
32 31 00:04:17 19:08:06 0.0250 0.0100 0.2130 1.7202 1.1186 1.1231 0.7010 0.5385 0.7010 0.5385 0.7010 0.5385 0.7010 0.5385
33 32 00:04:21 19:08:06 0.0250 0.0100 0.2494 1.7068 0.7715 1.0878 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
34 33 00:04:25 19:08:07 0.0250 0.0100 0.1728 1.6104 0.8299 1.0597 0.7010 0.5385 0.7010 0.5385 0.7010 0.5385 0.7010 0.5385
35 34 00:04:30 19:08:07 0.0250 0.0100 0.1980 1.5844 0.8733 1.0294 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
36 35 00:04:34 19:08:08 0.0125 0.0100 0.2282 1.5799 1.0211 0.9881 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
37 36 00:04:38 19:08:08 0.0125 0.0100 0.1744 1.5588 1.0446 0.9580 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
38 37 00:04:42 19:08:08 0.0125 0.0100 0.1560 1.4946 1.0921 0.9393 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
39 38 00:04:46 19:08:09 0.0125 0.0100 0.1900 1.4647 1.0100 0.9262 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
40 39 00:04:50 19:08:09 0.0063 0.0100 0.1686 1.4651 1.0093 0.9157 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
41 40 00:04:54 19:08:10 0.0063 0.0100 0.1871 1.4224 0.9468 0.8933 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
42 41 00:04:58 19:08:10 0.0063 0.0100 0.1659 1.2797 0.9617 0.8791 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
43 42 00:05:03 19:08:11 0.0063 0.0100 0.1684 1.3127 0.9121 0.8690 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
44 43 00:05:07 19:08:11 0.0031 0.0100 0.1463 1.2907 0.9598 0.8664 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
45 44 00:05:11 19:08:12 0.0031 0.0100 0.1466 1.3460 0.9784 0.8451 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
46 45 00:05:15 19:08:12 0.0031 0.0100 0.1348 1.1593 1.0098 0.8377 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
47 46 00:05:19 19:08:13 0.0031 0.0100 0.1525 1.1584 0.9969 0.8268 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
48 47 00:05:24 19:08:13 0.0016 0.0100 0.1481 1.1238 0.9859 0.8447 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
49 48 00:05:28 19:08:13 0.0016 0.0100 0.1413 1.2226 0.9863 0.8146 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
50 49 00:05:33 19:08:14 0.0016 0.0100 0.1475 1.0462 0.9797 0.8138 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385 0.6186 0.5385
51 50 00:05:37 19:08:14 0.0016 0.0100 0.1447 1.0117 1.0042 0.8118 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
52 51 00:05:41 19:08:23 0.0008 0.0100 0.1578 1.0492 1.0006 0.8015 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
53 52 00:05:45 19:08:23 0.0008 0.0100 0.1359 0.9248 1.0043 0.8249 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
54 53 00:05:49 19:08:23 0.0008 0.0100 0.1435 1.0043 1.0088 0.8154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
55 54 00:05:53 19:08:24 0.0008 0.0100 0.1397 0.9389 1.0137 0.8042 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
56 55 00:05:58 19:08:24 0.0004 0.0100 0.1508 0.9823 1.0123 0.7901 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
57 56 00:06:02 19:08:25 0.0004 0.0100 0.1396 0.8558 1.0053 0.7984 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
58 57 00:06:07 19:08:25 0.0004 0.0100 0.1719 0.8775 1.0046 0.8038 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
59 58 00:06:11 19:08:26 0.0004 0.0100 0.1838 0.8760 1.0019 0.7814 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
60 59 00:06:16 19:08:26 0.0002 0.0100 0.1400 0.8123 1.0028 0.7600 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
61 60 00:06:20 19:08:27 0.0002 0.0100 0.1482 0.7288 1.0060 0.7800 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
62 61 00:06:24 19:08:27 0.0002 0.0100 0.1308 0.8663 1.0076 0.7511 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154 0.6186 0.6154
63 62 19:08:28 0.0100 0.7706 0.7454 0.6923 0.6923 0.6923 0.6923
64 63 19:08:36 0.0100 0.7777 0.7348 0.6923 0.6923 0.6923 0.6923
65 64 19:08:36 0.0100 0.6732 0.7437 0.6923 0.6923 0.6923 0.6923
66 65 19:08:37 0.0100 0.6817 0.7702 0.6923 0.6923 0.6923 0.6923
67 66 19:08:37 0.0100 0.5867 0.7428 0.6923 0.6923 0.6923 0.6923
68 67 19:08:38 0.0100 0.6100 0.7558 0.6923 0.6923 0.6923 0.6923
69 68 19:08:38 0.0050 0.5873 0.7517 0.6923 0.6923 0.6923 0.6923
70 69 19:08:39 0.0050 0.6400 0.7399 0.6923 0.6923 0.6923 0.6923
71 70 19:08:39 0.0050 0.6067 0.7368 0.6923 0.6923 0.6923 0.6923
72 71 19:08:40 0.0050 0.6156 0.7471 0.6923 0.6923 0.6923 0.6923
73 72 19:08:40 0.0025 0.6045 0.7375 0.6923 0.6923 0.6923 0.6923
74 73 19:08:41 0.0025 0.5352 0.7373 0.6923 0.6923 0.6923 0.6923
75 74 19:08:41 0.0025 0.6440 0.7294 0.6923 0.6923 0.6923 0.6923
76 75 19:08:42 0.0025 0.6022 0.7275 0.6923 0.6923 0.6923 0.6923

View File

@ -1,10 +1,10 @@
Cześć! B-request B-request
Cześć! B-request B-inform
Chciałbym B-request B-request
złożyć B-request B-request
złożyć B-request B-inform
zamówienie B-request B-request
na B-request B-request
na B-request B-inform
różne B-request B-request
produkty. B-request B-request
produkty. B-request B-inform
Czy B-request B-request
możesz B-request B-request
mi B-request B-request
@ -12,7 +12,7 @@ podać B-request B-request
ceny? B-request B-request
Oczywiście! B-inform B-inform
Oto B-inform B-inform
Oto B-inform B-request
ceny B-inform B-inform
produktów: B-inform B-inform
marchewka B-inform B-inform
@ -30,9 +30,9 @@ pomidory B-inform B-inform
4 B-inform B-inform
zł B-inform B-inform
za B-inform B-inform
kg. B-inform B-inform
kg. B-inform B-request
Dziękuję! B-request B-request
Dziękuję! B-request B-inform
A B-request B-request
czy B-request B-request
mogę B-request B-request
@ -40,39 +40,63 @@ się B-request B-request
dowiedzieć, B-request B-request
jakie B-request B-request
są B-request B-request
opcje B-request B-request
opcje B-request B-inform
dostawy? B-request B-request
Oczywiście! B-inform B-request
Oczywiście! B-inform B-inform
Oferujemy B-inform B-request
dostawę B-inform B-request
kurierem B-inform B-request
za B-inform B-request
10 B-inform B-request
zł B-inform B-request
oraz B-inform B-request
dostawę B-inform B-inform
kurierem B-inform B-inform
za B-inform B-inform
10 B-inform B-inform
zł B-inform B-inform
oraz B-inform B-inform
odbiór B-inform B-request
osobisty B-inform B-request
osobisty B-inform B-inform
w B-inform B-request
naszym B-inform B-request
naszym B-inform B-inform
sklepie. B-inform B-request
Chciałbym B-request B-request
złożyć B-request B-request
zamówienie B-request B-request
na B-request B-request
chleb B-request B-request
, B-request B-request
masło B-request B-request
, B-request B-request
jajka B-request B-request
oraz B-request B-request
ser B-request B-request
. B-request B-request
Chciałbym B-inform B-inform
złożyć B-inform B-request
zamówienie B-inform B-inform
na B-inform B-inform
chleb B-inform B-inform
, B-inform B-inform
masło B-inform B-inform
, B-inform B-inform
jajka B-inform B-inform
oraz B-inform B-inform
ser B-inform B-inform
. B-inform B-request
Proszę B-request B-request
Proszę B-request B-inform
podać B-request B-request
ceny B-request B-request
weza B-request B-request
weza B-request B-inform
ogrodowego. B-request B-request
Cześć! B-inform B-inform
Chciałbym B-inform B-request
złożyć B-inform B-inform
zamówienie B-inform B-request
na B-inform B-inform
meble B-inform B-inform
ogrodowe B-inform B-request
Jaka B-request B-inform
jest B-request B-request
cena B-request B-inform
makaronu? B-request B-request
Proszę B-request B-inform
podać B-request B-request
cene B-request B-inform
drzewka B-request B-request
zycdd@gmail.com B-inform B-inform
Ul. B-inform B-inform
Kolorowa B-inform B-inform
15 B-inform B-request

1 Cześć! B-request B-request Cześć! B-request B-inform
2 Chciałbym B-request B-request Chciałbym B-request B-request
3 złożyć B-request B-request złożyć B-request B-inform
4 zamówienie B-request B-request zamówienie B-request B-request
5 na B-request B-request na B-request B-inform
6 różne B-request B-request różne B-request B-request
7 produkty. B-request B-request produkty. B-request B-inform
8 Czy B-request B-request Czy B-request B-request
9 możesz B-request B-request możesz B-request B-request
10 mi B-request B-request mi B-request B-request
12 ceny? B-request B-request ceny? B-request B-request
13 Oczywiście! B-inform B-inform Oczywiście! B-inform B-inform
14 Oto B-inform B-inform Oto B-inform B-request
15 ceny B-inform B-inform ceny B-inform B-inform
16 produktów: B-inform B-inform produktów: B-inform B-inform
17 marchewka B-inform B-inform marchewka B-inform B-inform
18 - B-inform B-inform - B-inform B-inform
30 zł B-inform B-inform zł B-inform B-inform
31 za B-inform B-inform za B-inform B-inform
32 kg. B-inform B-inform kg. B-inform B-request
33 Dziękuję! B-request B-request Dziękuję! B-request B-inform
34 A B-request B-request A B-request B-request
35 czy B-request B-request czy B-request B-request
36 mogę B-request B-request mogę B-request B-request
37 się B-request B-request się B-request B-request
38 dowiedzieć, B-request B-request dowiedzieć, B-request B-request
40 są B-request B-request są B-request B-request
41 opcje B-request B-request opcje B-request B-inform
42 dostawy? B-request B-request dostawy? B-request B-request
43 Oczywiście! B-inform B-request Oczywiście! B-inform B-inform
44 Oferujemy B-inform B-request Oferujemy B-inform B-request
45 dostawę B-inform B-request dostawę B-inform B-inform
46 kurierem B-inform B-request kurierem B-inform B-inform
47 za B-inform B-request za B-inform B-inform
48 10 B-inform B-request 10 B-inform B-inform
49 zł B-inform B-request zł B-inform B-inform
50 oraz B-inform B-request oraz B-inform B-inform
51 odbiór B-inform B-request odbiór B-inform B-request
52 osobisty B-inform B-request osobisty B-inform B-inform
53 w B-inform B-request w B-inform B-request
54 naszym B-inform B-request naszym B-inform B-inform
55 sklepie. B-inform B-request sklepie. B-inform B-request
56 Chciałbym B-request B-request Chciałbym B-inform B-inform
57 złożyć B-request B-request złożyć B-inform B-request
58 zamówienie B-request B-request zamówienie B-inform B-inform
59 na B-request B-request na B-inform B-inform
60 chleb B-request B-request chleb B-inform B-inform
61 , B-request B-request , B-inform B-inform
62 masło B-request B-request masło B-inform B-inform
63 , B-request B-request , B-inform B-inform
64 jajka B-request B-request jajka B-inform B-inform
65 oraz B-request B-request oraz B-inform B-inform
66 ser B-request B-request ser B-inform B-inform
67 . B-request B-request . B-inform B-request
68 Proszę B-request B-request Proszę B-request B-inform
69 podać B-request B-request podać B-request B-request
70 ceny B-request B-request ceny B-request B-request
71 weza B-request B-request weza B-request B-inform
72 ogrodowego. B-request B-request ogrodowego. B-request B-request
73 Cześć! B-inform B-inform
74 Chciałbym B-inform B-request
75 złożyć B-inform B-inform
76 zamówienie B-inform B-request
77 na B-inform B-inform
78 meble B-inform B-inform
79 ogrodowe B-inform B-request
80 Jaka B-request B-inform
81 jest B-request B-request
82 cena B-request B-inform
83 makaronu? B-request B-request
84 Proszę B-request B-inform
85 podać B-request B-request
86 cene B-request B-inform
87 drzewka B-request B-request
88 zycdd@gmail.com B-inform B-inform
89 Ul. B-inform B-inform
90 Kolorowa B-inform B-inform
91 15 B-inform B-request
92
93
94
95
96
97
98
99
100
101
102

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@ -135,7 +135,7 @@ class Model:
train_with_dev=False)
#model = Model(train_dataset='../data/test_dialog.conllu', test_dataset='../data/test_dialog.conllu')
# model = Model(train_dataset='../data/test_dialog.conllu', test_dataset='../data/test_dialog.conllu')
# model.train_model('frame')
# model2 = Model(train_dataset='../data/test_dialog.conllu', test_dataset='../data/test_dialog.conllu')
# model2.train_model('slot', field_parsers={'slot': nolabel2o})

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View File

@ -1,82 +1,5 @@
Potrzebuję O O
nowego O O
biurka B-item O
, O O
czy O O
jest O O
coś O O
specjalnego O O
w O O
ofercie O O
, O O
chcę O O
rozmiar O O
3m B-size B-item
x I-size B-address
1m I-size B-tracking_link
. O O
Mamy O O
wszystkie O O
te O O
produkty O O
dostępne O O
Oczywiście O O
, O O
mój O O
adres O O
e-mail O O
to O O
example@example.com B-email O
, O O
numer O O
karty O O
to O O
+48111222333 B-card_nr O
, O O
a O O
adres O O
wysyłki O O
to O O
ul.Przykładowa B-address O
456 I-address B-item
, O O
00-000 O O
Przykładowe O O
Miasto O O
. O O
Donice B-category B-order_nr
40cm B-size B-address
średnicy I-size I-address
u I-size O
podstawy I-size O
, O O
wysokość O O
20cm O B-item
Suma O O
: O O
10x20zł B-total_items_price O
= O O
200zł B-total_items_price O
; O O
Dziękuję O O
. O O
Chcę O O
kupić O O
kosmetyki B-category B-item
Posiadamy O O
w O O
ofercie O O
zapachy O B-item
miętowy, B-scent I-item
bananowy B-scent B-category
oraz O O
truskawkowy. B-scent O
Proszę O O
podać O O
cene B-price O
drzewka B-item B-item

1 Potrzebuję O O Proszę O O
2 nowego O O podać O O
3 biurka B-item O cene B-price O
4 , O O drzewka B-item B-item
czy O O
jest O O
coś O O
specjalnego O O
w O O
ofercie O O
, O O
chcę O O
rozmiar O O
3m B-size B-item
x I-size B-address
1m I-size B-tracking_link
. O O
Mamy O O
wszystkie O O
te O O
produkty O O
dostępne O O
Oczywiście O O
, O O
mój O O
adres O O
e-mail O O
to O O
example@example.com B-email O
, O O
numer O O
karty O O
to O O
+48111222333 B-card_nr O
, O O
a O O
adres O O
wysyłki O O
to O O
ul.Przykładowa B-address O
456 I-address B-item
, O O
00-000 O O
Przykładowe O O
Miasto O O
. O O
Donice B-category B-order_nr
40cm B-size B-address
średnicy I-size I-address
u I-size O
podstawy I-size O
, O O
wysokość O O
20cm O B-item
Suma O O
: O O
10x20zł B-total_items_price O
= O O
200zł B-total_items_price O
; O O
Dziękuję O O
. O O
Chcę O O
kupić O O
kosmetyki B-category B-item
Posiadamy O O
w O O
ofercie O O
zapachy O B-item
miętowy, B-scent I-item
bananowy B-scent B-category
oraz O O
truskawkowy. B-scent O
5

View File

@ -1,123 +1,92 @@
EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 00:26:13 0.1000 2.6114 1.3694 0.5000 0.1250 0.2000 0.1111
2 00:26:43 0.1000 1.4918 1.3542 0.0000 0.0000 0.0000 0.0000
3 00:26:47 0.1000 1.4235 1.3082 0.0000 0.0000 0.0000 0.0000
4 00:26:51 0.1000 1.2692 1.3258 0.0000 0.0000 0.0000 0.0000
5 00:26:55 0.1000 1.1423 1.3070 1.0000 0.1250 0.2222 0.1250
6 00:27:15 0.1000 1.1209 1.1683 0.5000 0.1250 0.2000 0.1111
7 00:27:19 0.1000 1.0211 1.2190 1.0000 0.1250 0.2222 0.1250
8 00:27:22 0.1000 1.0164 1.1501 0.5000 0.1250 0.2000 0.1250
9 00:27:26 0.1000 0.9934 1.1587 0.2500 0.1250 0.1667 0.1111
10 00:27:30 0.1000 1.0269 1.2484 1.0000 0.1250 0.2222 0.1250
11 00:27:33 0.1000 0.9002 1.1071 0.2500 0.1250 0.1667 0.1111
12 00:27:37 0.0500 0.8016 1.1019 0.5000 0.1250 0.2000 0.1250
13 00:27:41 0.0500 0.7624 1.1340 0.5000 0.1250 0.2000 0.1250
14 00:27:45 0.0500 0.7187 1.0910 0.2500 0.1250 0.1667 0.1111
15 00:27:49 0.0500 0.7220 1.0912 0.2500 0.1250 0.1667 0.1111
16 00:27:53 0.0250 0.6883 1.0846 0.2500 0.1250 0.1667 0.1111
17 00:27:57 0.0250 0.6684 1.0862 0.2500 0.1250 0.1667 0.1111
18 00:28:01 0.0250 0.6704 1.0983 0.5000 0.1250 0.2000 0.1250
19 00:28:04 0.0250 0.6535 1.0844 0.2500 0.1250 0.1667 0.1111
20 00:28:08 0.0125 0.6312 1.0968 0.5000 0.1250 0.2000 0.1250
21 00:28:12 0.0125 0.5775 1.0729 0.2500 0.1250 0.1667 0.1111
22 00:28:17 0.0125 0.5998 1.0910 0.5000 0.1250 0.2000 0.1250
23 00:28:20 0.0125 0.5914 1.0761 0.2500 0.1250 0.1667 0.1111
24 00:28:24 0.0063 0.6056 1.0812 0.5000 0.1250 0.2000 0.1250
25 00:28:28 0.0063 0.5708 1.0862 0.5000 0.1250 0.2000 0.1250
26 00:28:32 0.0063 0.6007 1.0755 0.2500 0.1250 0.1667 0.1111
27 00:28:36 0.0063 0.6076 1.0821 0.5000 0.1250 0.2000 0.1250
28 00:28:40 0.0031 0.5902 1.0797 0.5000 0.1250 0.2000 0.1250
29 00:28:44 0.0031 0.5847 1.0777 0.5000 0.1250 0.2000 0.1250
30 00:28:48 0.0031 0.5800 1.0789 0.5000 0.1250 0.2000 0.1250
31 00:28:52 0.0031 0.5799 1.0780 0.5000 0.1250 0.2000 0.1250
32 00:28:56 0.0016 0.5964 1.0775 0.2500 0.1250 0.1667 0.1111
33 00:29:00 0.0016 0.5760 1.0775 0.2500 0.1250 0.1667 0.1111
34 00:29:04 0.0016 0.6048 1.0775 0.2500 0.1250 0.1667 0.1111
35 00:29:08 0.0016 0.5754 1.0788 0.5000 0.1250 0.2000 0.1250
36 00:29:11 0.0008 0.5809 1.0783 0.5000 0.1250 0.2000 0.1250
37 00:29:15 0.0008 0.5606 1.0779 0.5000 0.1250 0.2000 0.1250
38 00:29:19 0.0008 0.5485 1.0779 0.5000 0.1250 0.2000 0.1250
39 00:29:23 0.0008 0.5963 1.0790 0.5000 0.1250 0.2000 0.1250
40 00:29:27 0.0004 0.5721 1.0786 0.5000 0.1250 0.2000 0.1250
41 00:29:32 0.0004 0.5811 1.0790 0.5000 0.1250 0.2000 0.1250
42 00:29:36 0.0004 0.5665 1.0791 0.5000 0.1250 0.2000 0.1250
43 00:29:40 0.0004 0.5599 1.0785 0.5000 0.1250 0.2000 0.1250
44 00:29:44 0.0002 0.5712 1.0786 0.5000 0.1250 0.2000 0.1250
45 00:29:48 0.0002 0.5824 1.0784 0.5000 0.1250 0.2000 0.1250
46 00:29:53 0.0002 0.5601 1.0782 0.5000 0.1250 0.2000 0.1250
1 19:09:14 0.0100 2.5902 1.9724 0.0833 1.0000 0.1538 0.0833
2 19:09:23 0.0100 2.5089 1.8764 0.0833 1.0000 0.1538 0.0833
3 19:09:23 0.0100 2.4621 1.7809 0.0833 1.0000 0.1538 0.0833
4 19:09:24 0.0100 2.4140 1.6855 0.0833 1.0000 0.1538 0.0833
5 19:09:24 0.0100 2.3505 1.5894 0.0833 1.0000 0.1538 0.0833
6 19:09:25 0.0100 2.3082 1.4928 0.0833 1.0000 0.1538 0.0833
7 19:09:25 0.0100 2.2578 1.3935 0.0833 1.0000 0.1538 0.0833
8 19:09:25 0.0100 2.1838 1.2949 0.5000 1.0000 0.6667 0.5000
9 19:09:35 0.0100 2.1384 1.1959 0.5000 1.0000 0.6667 0.5000
10 19:09:36 0.0100 2.0569 1.0959 0.5000 1.0000 0.6667 0.5000
11 19:09:36 0.0100 2.0005 0.9978 0.5000 1.0000 0.6667 0.5000
12 19:09:37 0.0100 1.9941 0.9042 0.5000 1.0000 0.6667 0.5000
13 19:09:37 0.0100 1.9194 0.8162 0.5000 1.0000 0.6667 0.5000
14 19:09:38 0.0100 1.8669 0.7330 0.5000 1.0000 0.6667 0.5000
15 19:09:38 0.0100 1.8043 0.6552 0.5000 1.0000 0.6667 0.5000
EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
1 00:49:36 0.0100 3.7345 3.6303 0.0000 0.0000 0.0000 0.0000
2 00:49:40 0.0100 3.3707 3.2269 0.0000 0.0000 0.0000 0.0000
3 00:49:44 0.0100 2.8985 2.7720 0.0000 0.0000 0.0000 0.0000
4 00:49:48 0.0100 2.4477 2.3108 0.0000 0.0000 0.0000 0.0000
5 00:49:54 0.0100 1.9277 1.9572 0.0000 0.0000 0.0000 0.0000
6 00:49:58 0.0100 1.6571 1.8307 0.0000 0.0000 0.0000 0.0000
7 00:50:02 0.0100 1.5572 1.7975 0.0000 0.0000 0.0000 0.0000
8 00:50:07 0.0100 1.5415 1.7805 0.0000 0.0000 0.0000 0.0000
9 00:50:12 0.0100 1.4796 1.7617 0.0000 0.0000 0.0000 0.0000
10 00:50:16 0.0100 1.4662 1.7415 0.0000 0.0000 0.0000 0.0000
11 00:50:20 0.0100 1.4318 1.7293 0.0000 0.0000 0.0000 0.0000
12 00:50:24 0.0100 1.3771 1.7169 0.0000 0.0000 0.0000 0.0000
13 00:50:28 0.0100 1.3600 1.7008 0.0000 0.0000 0.0000 0.0000
14 00:50:32 0.0100 1.3450 1.6911 0.0000 0.0000 0.0000 0.0000
15 00:50:36 0.0100 1.3033 1.6794 0.0000 0.0000 0.0000 0.0000
16 00:50:40 0.0100 1.2967 1.6681 0.0000 0.0000 0.0000 0.0000
17 00:50:44 0.0100 1.2841 1.6617 0.0000 0.0000 0.0000 0.0000
18 00:50:48 0.0100 1.2306 1.6533 0.0000 0.0000 0.0000 0.0000
19 00:50:52 0.0100 1.2232 1.6433 0.0000 0.0000 0.0000 0.0000
20 00:50:56 0.0100 1.2214 1.6357 0.0000 0.0000 0.0000 0.0000
21 00:51:00 0.0100 1.1986 1.6308 0.0000 0.0000 0.0000 0.0000
22 00:51:04 0.0100 1.1812 1.6258 0.0000 0.0000 0.0000 0.0000
23 00:51:08 0.0100 1.1494 1.6178 0.0000 0.0000 0.0000 0.0000
24 00:51:12 0.0100 1.1320 1.6124 0.0000 0.0000 0.0000 0.0000
25 00:51:16 0.0100 1.1058 1.6105 0.0000 0.0000 0.0000 0.0000
26 00:51:20 0.0100 1.1095 1.6089 0.0000 0.0000 0.0000 0.0000
27 00:51:25 0.0100 1.0968 1.6073 0.0000 0.0000 0.0000 0.0000
28 00:51:29 0.0100 1.0739 1.6070 0.0000 0.0000 0.0000 0.0000
29 00:51:33 0.0100 1.0691 1.6092 0.0000 0.0000 0.0000 0.0000
30 00:51:37 0.0100 1.0374 1.5993 0.0000 0.0000 0.0000 0.0000
31 00:51:41 0.0100 1.0163 1.5976 0.0000 0.0000 0.0000 0.0000
32 00:51:44 0.0100 1.0342 1.6008 0.0000 0.0000 0.0000 0.0000
33 00:51:48 0.0100 1.0121 1.5920 0.0000 0.0000 0.0000 0.0000
34 00:51:52 0.0100 0.9947 1.5952 0.0000 0.0000 0.0000 0.0000
35 00:51:56 0.0100 0.9995 1.5904 0.0000 0.0000 0.0000 0.0000
36 00:52:00 0.0100 0.9794 1.5844 0.0000 0.0000 0.0000 0.0000
37 00:52:04 0.0100 0.9838 1.5825 0.0000 0.0000 0.0000 0.0000
38 00:52:08 0.0100 0.9690 1.5790 0.0000 0.0000 0.0000 0.0000
39 00:52:12 0.0100 0.9658 1.5816 0.0000 0.0000 0.0000 0.0000
40 00:52:16 0.0100 0.9524 1.5814 0.0000 0.0000 0.0000 0.0000
41 00:52:20 0.0100 0.9402 1.5799 0.0000 0.0000 0.0000 0.0000
42 00:52:24 0.0100 0.9482 1.5751 0.0000 0.0000 0.0000 0.0000
43 00:52:28 0.0100 0.9393 1.5822 0.0000 0.0000 0.0000 0.0000
44 00:52:32 0.0100 0.9300 1.5742 0.0000 0.0000 0.0000 0.0000
45 00:52:36 0.0100 0.9307 1.5620 0.0000 0.0000 0.0000 0.0000
46 00:52:40 0.0100 0.9301 1.5593 0.0000 0.0000 0.0000 0.0000
47 00:52:44 0.0100 0.9046 1.5621 0.0000 0.0000 0.0000 0.0000
48 00:52:48 0.0100 0.9000 1.5658 0.0000 0.0000 0.0000 0.0000
49 00:52:53 0.0100 0.9090 1.5647 0.0000 0.0000 0.0000 0.0000
50 00:52:57 0.0100 0.8914 1.5591 0.0000 0.0000 0.0000 0.0000
51 00:53:02 0.0100 0.8919 1.5534 0.0000 0.0000 0.0000 0.0000
52 00:53:06 0.0100 0.8760 1.5480 0.0000 0.0000 0.0000 0.0000
53 00:53:11 0.0100 0.8618 1.5458 0.0000 0.0000 0.0000 0.0000
54 00:53:15 0.0100 0.8670 1.5614 0.0000 0.0000 0.0000 0.0000
55 00:53:19 0.0100 0.8657 1.5523 0.0000 0.0000 0.0000 0.0000
56 00:53:23 0.0100 0.8552 1.5416 0.0000 0.0000 0.0000 0.0000
57 00:53:28 0.0100 0.8377 1.5311 0.0000 0.0000 0.0000 0.0000
58 00:53:32 0.0100 0.8298 1.5296 0.0000 0.0000 0.0000 0.0000
59 00:53:36 0.0100 0.8424 1.5251 0.0000 0.0000 0.0000 0.0000
60 00:53:41 0.0100 0.8523 1.5322 0.0000 0.0000 0.0000 0.0000
61 00:53:46 0.0100 0.8296 1.5184 0.0000 0.0000 0.0000 0.0000
62 00:53:50 0.0100 0.8212 1.5177 0.0000 0.0000 0.0000 0.0000
63 00:53:55 0.0100 0.7962 1.5091 0.0000 0.0000 0.0000 0.0000
64 00:53:59 0.0100 0.7987 1.5194 0.0000 0.0000 0.0000 0.0000
65 00:54:03 0.0100 0.7781 1.5234 0.0000 0.0000 0.0000 0.0000
66 00:54:08 0.0100 0.8055 1.5072 0.0000 0.0000 0.0000 0.0000
67 00:54:12 0.0100 0.7857 1.5067 0.0000 0.0000 0.0000 0.0000
68 00:54:16 0.0100 0.8138 1.5217 0.0000 0.0000 0.0000 0.0000
69 00:54:21 0.0100 0.7500 1.5133 0.0000 0.0000 0.0000 0.0000
70 00:54:25 0.0100 0.7859 1.4939 0.0000 0.0000 0.0000 0.0000
71 00:54:30 0.0100 0.7645 1.4927 0.0000 0.0000 0.0000 0.0000
72 00:54:35 0.0100 0.7712 1.4872 0.0000 0.0000 0.0000 0.0000
73 00:54:40 0.0100 0.7385 1.4855 0.0000 0.0000 0.0000 0.0000
74 00:54:45 0.0100 0.7781 1.4828 0.0000 0.0000 0.0000 0.0000
75 00:54:49 0.0100 0.7559 1.4871 0.0000 0.0000 0.0000 0.0000
1 19:11:36 0.0100 3.3284 2.9386 0.0000 0.0000 0.0000 0.0000
2 19:11:36 0.0100 3.2871 2.8870 0.0000 0.0000 0.0000 0.0000
3 19:11:37 0.0100 3.2124 2.8333 0.0000 0.0000 0.0000 0.0000
4 19:11:37 0.0100 3.1380 2.7818 0.0000 0.0000 0.0000 0.0000
5 19:11:38 0.0100 3.1001 2.7300 0.0000 0.0000 0.0000 0.0000
6 19:11:38 0.0100 3.0133 2.6777 0.0000 0.0000 0.0000 0.0000
7 19:11:39 0.0100 2.9621 2.6253 0.0000 0.0000 0.0000 0.0000
8 19:11:39 0.0100 2.9129 2.5710 0.0000 0.0000 0.0000 0.0000
9 19:11:40 0.0100 2.8356 2.5161 0.0000 0.0000 0.0000 0.0000
10 19:11:41 0.0100 2.8094 2.4613 0.0000 0.0000 0.0000 0.0000
11 19:11:42 0.0100 2.6658 2.4041 0.0000 0.0000 0.0000 0.0000
12 19:11:42 0.0100 2.6453 2.3466 0.0000 0.0000 0.0000 0.0000
13 19:11:43 0.0100 2.5720 2.2893 0.0000 0.0000 0.0000 0.0000
14 19:11:43 0.0100 2.4920 2.2321 0.0000 0.0000 0.0000 0.0000
15 19:11:44 0.0100 2.4249 2.1753 0.0000 0.0000 0.0000 0.0000
16 19:11:44 0.0100 2.4062 2.1189 0.0000 0.0000 0.0000 0.0000
17 19:11:45 0.0100 2.3132 2.0642 0.0000 0.0000 0.0000 0.0000
18 19:11:45 0.0100 2.2280 2.0110 0.0000 0.0000 0.0000 0.0000
19 19:11:46 0.0100 2.1577 1.9585 0.0000 0.0000 0.0000 0.0000
20 19:11:46 0.0100 2.1015 1.9097 0.0000 0.0000 0.0000 0.0000
21 19:11:47 0.0100 1.9840 1.8645 0.0000 0.0000 0.0000 0.0000
22 19:11:47 0.0100 1.9018 1.8202 0.0000 0.0000 0.0000 0.0000
23 19:11:48 0.0100 1.9004 1.7810 0.0000 0.0000 0.0000 0.0000
24 19:11:48 0.0100 1.8402 1.7444 0.0000 0.0000 0.0000 0.0000
25 19:11:49 0.0100 1.8807 1.7139 0.0000 0.0000 0.0000 0.0000
26 19:11:49 0.0100 1.7661 1.6840 0.0000 0.0000 0.0000 0.0000
27 19:11:50 0.0100 1.7233 1.6582 0.0000 0.0000 0.0000 0.0000
28 19:11:51 0.0100 1.6958 1.6303 0.0000 0.0000 0.0000 0.0000
29 19:11:51 0.0100 1.6419 1.6048 0.0000 0.0000 0.0000 0.0000
30 19:11:51 0.0100 1.6811 1.5780 0.0000 0.0000 0.0000 0.0000
31 19:11:52 0.0100 1.6286 1.5503 0.0000 0.0000 0.0000 0.0000
32 19:11:52 0.0100 1.5822 1.5253 0.0000 0.0000 0.0000 0.0000
33 19:11:53 0.0100 1.6408 1.5089 0.0000 0.0000 0.0000 0.0000
34 19:11:53 0.0100 1.5692 1.4818 0.0000 0.0000 0.0000 0.0000
35 19:11:54 0.0100 1.5960 1.4567 0.0000 0.0000 0.0000 0.0000
36 19:11:54 0.0100 1.5290 1.4315 0.0000 0.0000 0.0000 0.0000
37 19:11:55 0.0100 1.4970 1.4014 0.0000 0.0000 0.0000 0.0000
38 19:11:55 0.0100 1.5139 1.3800 0.0000 0.0000 0.0000 0.0000
39 19:11:56 0.0100 1.5217 1.3565 0.0000 0.0000 0.0000 0.0000
40 19:11:56 0.0100 1.5056 1.3338 0.0000 0.0000 0.0000 0.0000
41 19:11:57 0.0100 1.4885 1.3100 0.0000 0.0000 0.0000 0.0000
42 19:11:57 0.0100 1.4579 1.2885 0.0000 0.0000 0.0000 0.0000
43 19:11:58 0.0100 1.4416 1.2758 0.0000 0.0000 0.0000 0.0000
44 19:11:58 0.0100 1.4254 1.2489 0.0000 0.0000 0.0000 0.0000
45 19:11:59 0.0100 1.4015 1.2259 0.0000 0.0000 0.0000 0.0000
46 19:11:59 0.0100 1.4163 1.2047 0.0000 0.0000 0.0000 0.0000
47 19:12:00 0.0100 1.4187 1.1836 0.0000 0.0000 0.0000 0.0000
48 19:12:00 0.0100 1.3707 1.1715 0.0000 0.0000 0.0000 0.0000
49 19:12:01 0.0100 1.3788 1.1532 0.0000 0.0000 0.0000 0.0000
50 19:12:01 0.0100 1.3628 1.1291 0.0000 0.0000 0.0000 0.0000
51 19:12:02 0.0100 1.3561 1.1190 0.0000 0.0000 0.0000 0.0000
52 19:12:03 0.0100 1.3423 1.0904 0.0000 0.0000 0.0000 0.0000
53 19:12:03 0.0100 1.3168 1.0635 0.0000 0.0000 0.0000 0.0000
54 19:12:04 0.0100 1.2836 1.0446 0.0000 0.0000 0.0000 0.0000
55 19:12:04 0.0100 1.3390 1.0374 0.0000 0.0000 0.0000 0.0000
56 19:12:05 0.0100 1.2383 1.0296 0.0000 0.0000 0.0000 0.0000
57 19:12:05 0.0100 1.2689 1.0182 0.0000 0.0000 0.0000 0.0000
58 19:12:06 0.0100 1.2840 1.0224 0.0000 0.0000 0.0000 0.0000
59 19:12:06 0.0100 1.2599 0.9919 0.0000 0.0000 0.0000 0.0000
60 19:12:07 0.0100 1.2488 0.9646 0.0000 0.0000 0.0000 0.0000
61 19:12:07 0.0100 1.2037 0.9445 0.0000 0.0000 0.0000 0.0000
62 19:12:08 0.0100 1.2973 0.9423 0.0000 0.0000 0.0000 0.0000
63 19:12:08 0.0100 1.1923 0.9305 0.0000 0.0000 0.0000 0.0000
64 19:12:09 0.0100 1.1863 0.9248 0.0000 0.0000 0.0000 0.0000
65 19:12:09 0.0100 1.1749 0.9033 0.0000 0.0000 0.0000 0.0000
66 19:12:09 0.0100 1.1607 0.8785 0.0000 0.0000 0.0000 0.0000
67 19:12:10 0.0100 1.1589 0.8676 0.0000 0.0000 0.0000 0.0000
68 19:12:10 0.0100 1.1191 0.8553 0.0000 0.0000 0.0000 0.0000
69 19:12:11 0.0100 1.1286 0.8403 0.0000 0.0000 0.0000 0.0000
70 19:12:11 0.0100 1.1259 0.8272 0.0000 0.0000 0.0000 0.0000
71 19:12:12 0.0100 1.1266 0.8170 0.0000 0.0000 0.0000 0.0000
72 19:12:13 0.0100 1.0496 0.8162 0.0000 0.0000 0.0000 0.0000
73 19:12:13 0.0100 1.1235 0.8018 0.0000 0.0000 0.0000 0.0000
74 19:12:13 0.0100 1.1168 0.7959 0.0000 0.0000 0.0000 0.0000
75 19:12:14 0.0100 1.0957 0.7752 1.0000 0.5000 0.6667 0.5000

1 EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
2 1 00:26:13 19:09:14 0.1000 0.0100 2.6114 2.5902 1.3694 1.9724 0.5000 0.0833 0.1250 1.0000 0.2000 0.1538 0.1111 0.0833
3 2 00:26:43 19:09:23 0.1000 0.0100 1.4918 2.5089 1.3542 1.8764 0.0000 0.0833 0.0000 1.0000 0.0000 0.1538 0.0000 0.0833
4 3 00:26:47 19:09:23 0.1000 0.0100 1.4235 2.4621 1.3082 1.7809 0.0000 0.0833 0.0000 1.0000 0.0000 0.1538 0.0000 0.0833
5 4 00:26:51 19:09:24 0.1000 0.0100 1.2692 2.4140 1.3258 1.6855 0.0000 0.0833 0.0000 1.0000 0.0000 0.1538 0.0000 0.0833
6 5 00:26:55 19:09:24 0.1000 0.0100 1.1423 2.3505 1.3070 1.5894 1.0000 0.0833 0.1250 1.0000 0.2222 0.1538 0.1250 0.0833
7 6 00:27:15 19:09:25 0.1000 0.0100 1.1209 2.3082 1.1683 1.4928 0.5000 0.0833 0.1250 1.0000 0.2000 0.1538 0.1111 0.0833
8 7 00:27:19 19:09:25 0.1000 0.0100 1.0211 2.2578 1.2190 1.3935 1.0000 0.0833 0.1250 1.0000 0.2222 0.1538 0.1250 0.0833
9 8 00:27:22 19:09:25 0.1000 0.0100 1.0164 2.1838 1.1501 1.2949 0.5000 0.1250 1.0000 0.2000 0.6667 0.1250 0.5000
10 9 00:27:26 19:09:35 0.1000 0.0100 0.9934 2.1384 1.1587 1.1959 0.2500 0.5000 0.1250 1.0000 0.1667 0.6667 0.1111 0.5000
11 10 00:27:30 19:09:36 0.1000 0.0100 1.0269 2.0569 1.2484 1.0959 1.0000 0.5000 0.1250 1.0000 0.2222 0.6667 0.1250 0.5000
12 11 00:27:33 19:09:36 0.1000 0.0100 0.9002 2.0005 1.1071 0.9978 0.2500 0.5000 0.1250 1.0000 0.1667 0.6667 0.1111 0.5000
13 12 00:27:37 19:09:37 0.0500 0.0100 0.8016 1.9941 1.1019 0.9042 0.5000 0.1250 1.0000 0.2000 0.6667 0.1250 0.5000
14 13 00:27:41 19:09:37 0.0500 0.0100 0.7624 1.9194 1.1340 0.8162 0.5000 0.1250 1.0000 0.2000 0.6667 0.1250 0.5000
15 14 00:27:45 19:09:38 0.0500 0.0100 0.7187 1.8669 1.0910 0.7330 0.2500 0.5000 0.1250 1.0000 0.1667 0.6667 0.1111 0.5000
16 15 00:27:49 19:09:38 0.0500 0.0100 0.7220 1.8043 1.0912 0.6552 0.2500 0.5000 0.1250 1.0000 0.1667 0.6667 0.1111 0.5000
16 00:27:53 0.0250 0.6883 1.0846 0.2500 0.1250 0.1667 0.1111
17 00:27:57 0.0250 0.6684 1.0862 0.2500 0.1250 0.1667 0.1111
18 00:28:01 0.0250 0.6704 1.0983 0.5000 0.1250 0.2000 0.1250
19 00:28:04 0.0250 0.6535 1.0844 0.2500 0.1250 0.1667 0.1111
20 00:28:08 0.0125 0.6312 1.0968 0.5000 0.1250 0.2000 0.1250
21 00:28:12 0.0125 0.5775 1.0729 0.2500 0.1250 0.1667 0.1111
22 00:28:17 0.0125 0.5998 1.0910 0.5000 0.1250 0.2000 0.1250
23 00:28:20 0.0125 0.5914 1.0761 0.2500 0.1250 0.1667 0.1111
24 00:28:24 0.0063 0.6056 1.0812 0.5000 0.1250 0.2000 0.1250
25 00:28:28 0.0063 0.5708 1.0862 0.5000 0.1250 0.2000 0.1250
26 00:28:32 0.0063 0.6007 1.0755 0.2500 0.1250 0.1667 0.1111
27 00:28:36 0.0063 0.6076 1.0821 0.5000 0.1250 0.2000 0.1250
28 00:28:40 0.0031 0.5902 1.0797 0.5000 0.1250 0.2000 0.1250
29 00:28:44 0.0031 0.5847 1.0777 0.5000 0.1250 0.2000 0.1250
30 00:28:48 0.0031 0.5800 1.0789 0.5000 0.1250 0.2000 0.1250
31 00:28:52 0.0031 0.5799 1.0780 0.5000 0.1250 0.2000 0.1250
32 00:28:56 0.0016 0.5964 1.0775 0.2500 0.1250 0.1667 0.1111
33 00:29:00 0.0016 0.5760 1.0775 0.2500 0.1250 0.1667 0.1111
34 00:29:04 0.0016 0.6048 1.0775 0.2500 0.1250 0.1667 0.1111
35 00:29:08 0.0016 0.5754 1.0788 0.5000 0.1250 0.2000 0.1250
36 00:29:11 0.0008 0.5809 1.0783 0.5000 0.1250 0.2000 0.1250
37 00:29:15 0.0008 0.5606 1.0779 0.5000 0.1250 0.2000 0.1250
38 00:29:19 0.0008 0.5485 1.0779 0.5000 0.1250 0.2000 0.1250
39 00:29:23 0.0008 0.5963 1.0790 0.5000 0.1250 0.2000 0.1250
40 00:29:27 0.0004 0.5721 1.0786 0.5000 0.1250 0.2000 0.1250
41 00:29:32 0.0004 0.5811 1.0790 0.5000 0.1250 0.2000 0.1250
42 00:29:36 0.0004 0.5665 1.0791 0.5000 0.1250 0.2000 0.1250
43 00:29:40 0.0004 0.5599 1.0785 0.5000 0.1250 0.2000 0.1250
44 00:29:44 0.0002 0.5712 1.0786 0.5000 0.1250 0.2000 0.1250
45 00:29:48 0.0002 0.5824 1.0784 0.5000 0.1250 0.2000 0.1250
46 00:29:53 0.0002 0.5601 1.0782 0.5000 0.1250 0.2000 0.1250
17 EPOCH TIMESTAMP LEARNING_RATE TRAIN_LOSS DEV_LOSS DEV_PRECISION DEV_RECALL DEV_F1 DEV_ACCURACY
18 1 00:49:36 19:11:36 0.0100 3.7345 3.3284 3.6303 2.9386 0.0000 0.0000 0.0000 0.0000
19 2 00:49:40 19:11:36 0.0100 3.3707 3.2871 3.2269 2.8870 0.0000 0.0000 0.0000 0.0000
20 3 00:49:44 19:11:37 0.0100 2.8985 3.2124 2.7720 2.8333 0.0000 0.0000 0.0000 0.0000
21 4 00:49:48 19:11:37 0.0100 2.4477 3.1380 2.3108 2.7818 0.0000 0.0000 0.0000 0.0000
22 5 00:49:54 19:11:38 0.0100 1.9277 3.1001 1.9572 2.7300 0.0000 0.0000 0.0000 0.0000
23 6 00:49:58 19:11:38 0.0100 1.6571 3.0133 1.8307 2.6777 0.0000 0.0000 0.0000 0.0000
24 7 00:50:02 19:11:39 0.0100 1.5572 2.9621 1.7975 2.6253 0.0000 0.0000 0.0000 0.0000
25 8 00:50:07 19:11:39 0.0100 1.5415 2.9129 1.7805 2.5710 0.0000 0.0000 0.0000 0.0000
26 9 00:50:12 19:11:40 0.0100 1.4796 2.8356 1.7617 2.5161 0.0000 0.0000 0.0000 0.0000
27 10 00:50:16 19:11:41 0.0100 1.4662 2.8094 1.7415 2.4613 0.0000 0.0000 0.0000 0.0000
28 11 00:50:20 19:11:42 0.0100 1.4318 2.6658 1.7293 2.4041 0.0000 0.0000 0.0000 0.0000
29 12 00:50:24 19:11:42 0.0100 1.3771 2.6453 1.7169 2.3466 0.0000 0.0000 0.0000 0.0000
30 13 00:50:28 19:11:43 0.0100 1.3600 2.5720 1.7008 2.2893 0.0000 0.0000 0.0000 0.0000
31 14 00:50:32 19:11:43 0.0100 1.3450 2.4920 1.6911 2.2321 0.0000 0.0000 0.0000 0.0000
32 15 00:50:36 19:11:44 0.0100 1.3033 2.4249 1.6794 2.1753 0.0000 0.0000 0.0000 0.0000
33 16 00:50:40 19:11:44 0.0100 1.2967 2.4062 1.6681 2.1189 0.0000 0.0000 0.0000 0.0000
34 17 00:50:44 19:11:45 0.0100 1.2841 2.3132 1.6617 2.0642 0.0000 0.0000 0.0000 0.0000
35 18 00:50:48 19:11:45 0.0100 1.2306 2.2280 1.6533 2.0110 0.0000 0.0000 0.0000 0.0000
36 19 00:50:52 19:11:46 0.0100 1.2232 2.1577 1.6433 1.9585 0.0000 0.0000 0.0000 0.0000
37 20 00:50:56 19:11:46 0.0100 1.2214 2.1015 1.6357 1.9097 0.0000 0.0000 0.0000 0.0000
38 21 00:51:00 19:11:47 0.0100 1.1986 1.9840 1.6308 1.8645 0.0000 0.0000 0.0000 0.0000
39 22 00:51:04 19:11:47 0.0100 1.1812 1.9018 1.6258 1.8202 0.0000 0.0000 0.0000 0.0000
40 23 00:51:08 19:11:48 0.0100 1.1494 1.9004 1.6178 1.7810 0.0000 0.0000 0.0000 0.0000
41 24 00:51:12 19:11:48 0.0100 1.1320 1.8402 1.6124 1.7444 0.0000 0.0000 0.0000 0.0000
42 25 00:51:16 19:11:49 0.0100 1.1058 1.8807 1.6105 1.7139 0.0000 0.0000 0.0000 0.0000
43 26 00:51:20 19:11:49 0.0100 1.1095 1.7661 1.6089 1.6840 0.0000 0.0000 0.0000 0.0000
44 27 00:51:25 19:11:50 0.0100 1.0968 1.7233 1.6073 1.6582 0.0000 0.0000 0.0000 0.0000
45 28 00:51:29 19:11:51 0.0100 1.0739 1.6958 1.6070 1.6303 0.0000 0.0000 0.0000 0.0000
46 29 00:51:33 19:11:51 0.0100 1.0691 1.6419 1.6092 1.6048 0.0000 0.0000 0.0000 0.0000
47 30 00:51:37 19:11:51 0.0100 1.0374 1.6811 1.5993 1.5780 0.0000 0.0000 0.0000 0.0000
48 31 00:51:41 19:11:52 0.0100 1.0163 1.6286 1.5976 1.5503 0.0000 0.0000 0.0000 0.0000
49 32 00:51:44 19:11:52 0.0100 1.0342 1.5822 1.6008 1.5253 0.0000 0.0000 0.0000 0.0000
50 33 00:51:48 19:11:53 0.0100 1.0121 1.6408 1.5920 1.5089 0.0000 0.0000 0.0000 0.0000
51 34 00:51:52 19:11:53 0.0100 0.9947 1.5692 1.5952 1.4818 0.0000 0.0000 0.0000 0.0000
52 35 00:51:56 19:11:54 0.0100 0.9995 1.5960 1.5904 1.4567 0.0000 0.0000 0.0000 0.0000
53 36 00:52:00 19:11:54 0.0100 0.9794 1.5290 1.5844 1.4315 0.0000 0.0000 0.0000 0.0000
54 37 00:52:04 19:11:55 0.0100 0.9838 1.4970 1.5825 1.4014 0.0000 0.0000 0.0000 0.0000
55 38 00:52:08 19:11:55 0.0100 0.9690 1.5139 1.5790 1.3800 0.0000 0.0000 0.0000 0.0000
56 39 00:52:12 19:11:56 0.0100 0.9658 1.5217 1.5816 1.3565 0.0000 0.0000 0.0000 0.0000
57 40 00:52:16 19:11:56 0.0100 0.9524 1.5056 1.5814 1.3338 0.0000 0.0000 0.0000 0.0000
58 41 00:52:20 19:11:57 0.0100 0.9402 1.4885 1.5799 1.3100 0.0000 0.0000 0.0000 0.0000
59 42 00:52:24 19:11:57 0.0100 0.9482 1.4579 1.5751 1.2885 0.0000 0.0000 0.0000 0.0000
60 43 00:52:28 19:11:58 0.0100 0.9393 1.4416 1.5822 1.2758 0.0000 0.0000 0.0000 0.0000
61 44 00:52:32 19:11:58 0.0100 0.9300 1.4254 1.5742 1.2489 0.0000 0.0000 0.0000 0.0000
62 45 00:52:36 19:11:59 0.0100 0.9307 1.4015 1.5620 1.2259 0.0000 0.0000 0.0000 0.0000
63 46 00:52:40 19:11:59 0.0100 0.9301 1.4163 1.5593 1.2047 0.0000 0.0000 0.0000 0.0000
64 47 00:52:44 19:12:00 0.0100 0.9046 1.4187 1.5621 1.1836 0.0000 0.0000 0.0000 0.0000
65 48 00:52:48 19:12:00 0.0100 0.9000 1.3707 1.5658 1.1715 0.0000 0.0000 0.0000 0.0000
66 49 00:52:53 19:12:01 0.0100 0.9090 1.3788 1.5647 1.1532 0.0000 0.0000 0.0000 0.0000
67 50 00:52:57 19:12:01 0.0100 0.8914 1.3628 1.5591 1.1291 0.0000 0.0000 0.0000 0.0000
68 51 00:53:02 19:12:02 0.0100 0.8919 1.3561 1.5534 1.1190 0.0000 0.0000 0.0000 0.0000
69 52 00:53:06 19:12:03 0.0100 0.8760 1.3423 1.5480 1.0904 0.0000 0.0000 0.0000 0.0000
70 53 00:53:11 19:12:03 0.0100 0.8618 1.3168 1.5458 1.0635 0.0000 0.0000 0.0000 0.0000
71 54 00:53:15 19:12:04 0.0100 0.8670 1.2836 1.5614 1.0446 0.0000 0.0000 0.0000 0.0000
72 55 00:53:19 19:12:04 0.0100 0.8657 1.3390 1.5523 1.0374 0.0000 0.0000 0.0000 0.0000
73 56 00:53:23 19:12:05 0.0100 0.8552 1.2383 1.5416 1.0296 0.0000 0.0000 0.0000 0.0000
74 57 00:53:28 19:12:05 0.0100 0.8377 1.2689 1.5311 1.0182 0.0000 0.0000 0.0000 0.0000
75 58 00:53:32 19:12:06 0.0100 0.8298 1.2840 1.5296 1.0224 0.0000 0.0000 0.0000 0.0000
76 59 00:53:36 19:12:06 0.0100 0.8424 1.2599 1.5251 0.9919 0.0000 0.0000 0.0000 0.0000
77 60 00:53:41 19:12:07 0.0100 0.8523 1.2488 1.5322 0.9646 0.0000 0.0000 0.0000 0.0000
78 61 00:53:46 19:12:07 0.0100 0.8296 1.2037 1.5184 0.9445 0.0000 0.0000 0.0000 0.0000
79 62 00:53:50 19:12:08 0.0100 0.8212 1.2973 1.5177 0.9423 0.0000 0.0000 0.0000 0.0000
80 63 00:53:55 19:12:08 0.0100 0.7962 1.1923 1.5091 0.9305 0.0000 0.0000 0.0000 0.0000
81 64 00:53:59 19:12:09 0.0100 0.7987 1.1863 1.5194 0.9248 0.0000 0.0000 0.0000 0.0000
82 65 00:54:03 19:12:09 0.0100 0.7781 1.1749 1.5234 0.9033 0.0000 0.0000 0.0000 0.0000
83 66 00:54:08 19:12:09 0.0100 0.8055 1.1607 1.5072 0.8785 0.0000 0.0000 0.0000 0.0000
84 67 00:54:12 19:12:10 0.0100 0.7857 1.1589 1.5067 0.8676 0.0000 0.0000 0.0000 0.0000
85 68 00:54:16 19:12:10 0.0100 0.8138 1.1191 1.5217 0.8553 0.0000 0.0000 0.0000 0.0000
86 69 00:54:21 19:12:11 0.0100 0.7500 1.1286 1.5133 0.8403 0.0000 0.0000 0.0000 0.0000
87 70 00:54:25 19:12:11 0.0100 0.7859 1.1259 1.4939 0.8272 0.0000 0.0000 0.0000 0.0000
88 71 00:54:30 19:12:12 0.0100 0.7645 1.1266 1.4927 0.8170 0.0000 0.0000 0.0000 0.0000
89 72 00:54:35 19:12:13 0.0100 0.7712 1.0496 1.4872 0.8162 0.0000 0.0000 0.0000 0.0000
90 73 00:54:40 19:12:13 0.0100 0.7385 1.1235 1.4855 0.8018 0.0000 0.0000 0.0000 0.0000
91 74 00:54:45 19:12:13 0.0100 0.7781 1.1168 1.4828 0.7959 0.0000 0.0000 0.0000 0.0000
92 75 00:54:49 19:12:14 0.0100 0.7559 1.0957 1.4871 0.7752 0.0000 1.0000 0.0000 0.5000 0.0000 0.6667 0.0000 0.5000

View File

@ -15,20 +15,20 @@ Oczywiście! O O
Oto O O
ceny O O
produktów: O O
marchewka B-item B-item
- O B-promotion
2 B-price I-promotion
zł I-price I-promotion
, O I-promotion
jabłka B-item I-promotion
- O I-promotion
3 B-price I-promotion
zł I-price I-promotion
, O I-promotion
pomidory B-item I-promotion
- O I-promotion
4 B-price I-promotion
zł I-price I-promotion
marchewka B-item O
- O O
2 B-price O
zł I-price O
, O O
jabłka B-item B-item
- O O
3 B-price B-price
zł I-price O
, O O
pomidory B-item B-item
- O O
4 B-price B-price
zł I-price B-price
za O O
kg. O O
@ -40,8 +40,8 @@ się O O
dowiedzieć, O O
jakie O O
są O O
opcje B-delivery-method O
dostawy? I-delivery-method O
opcje B-delivery_method O
dostawy? I-delivery_method O
Oczywiście! O O
Oferujemy O O
@ -63,16 +63,40 @@ zamówienie O O
na O O
chleb B-item O
, O O
masło B-item O
masło B-item B-item
, O O
jajka B-item B-item
oraz O O
ser B-item O
ser B-item B-item
. O O
Proszę O O
podać O O
ceny B-price O
weza B-product O
ogrodowego. I-product O
weza B-item B-item
ogrodowego. I-item B-item
Cześć! O O
Chciałbym O O
złożyć O O
zamówienie O O
na O O
meble B-item B-item
ogrodowe I-item B-item
Jaka O O
jest O O
cena B-price O
makaronu? B-item O
Proszę O O
podać O O
cene B-price O
drzewka B-item B-item
zycdd@gmail.com B-email B-item
Ul. B-address B-item
Kolorowa I-address B-address
15 I-address B-price

1 Cześć! O O
15 ceny O O
16 produktów: O O
17 marchewka B-item B-item marchewka B-item O
18 - O B-promotion - O O
19 2 B-price I-promotion 2 B-price O
20 zł I-price I-promotion zł I-price O
21 , O I-promotion , O O
22 jabłka B-item I-promotion jabłka B-item B-item
23 - O I-promotion - O O
24 3 B-price I-promotion 3 B-price B-price
25 zł I-price I-promotion zł I-price O
26 , O I-promotion , O O
27 pomidory B-item I-promotion pomidory B-item B-item
28 - O I-promotion - O O
29 4 B-price I-promotion 4 B-price B-price
30 zł I-price I-promotion zł I-price B-price
31 za O O
32 kg. O O
33 Dziękuję! O O
34 A O O
40 są O O
41 opcje B-delivery-method O opcje B-delivery_method O
42 dostawy? I-delivery-method O dostawy? I-delivery_method O
43 Oczywiście! O O
44 Oferujemy O O
45 dostawę O O
46 kurierem B-delivery_method O
47 za O O
63 , O O
64 jajka B-item B-item
65 oraz O O
66 ser B-item O ser B-item B-item
67 . O O
68 Proszę O O
69 podać O O
70 ceny B-price O
71 weza B-product O weza B-item B-item
72 ogrodowego. I-product O ogrodowego. I-item B-item
73 Cześć! O O
74 Chciałbym O O
75 złożyć O O
76 zamówienie O O
77 na O O
78 meble B-item B-item
79 ogrodowe I-item B-item
80 Jaka O O
81 jest O O
82 cena B-price O
83 makaronu? B-item O
84 Proszę O O
85 podać O O
86 cene B-price O
87 drzewka B-item B-item
88 zycdd@gmail.com B-email B-item
89 Ul. B-address B-item
90 Kolorowa I-address B-address
91 15 I-address B-price
92
93
94
95
96
97
98
99
100
101
102

View File

@ -1,6 +1,6 @@
import copy
from modules.nlu import Act
import json
import random
class DialogStateMonitor:
@ -37,10 +37,13 @@ class DialogStateMonitor:
['item', 'address', 'card_nr', 'delivery_method', 'payment_method', 'email'])
self.state['belief_state']['order-complete'] = all_filled
def find_first_empty_slot(self):
for slot_name, slot_value in self.state['belief_state'].items():
if slot_name != 'order-completed' and slot_value in [None, '', [], {}]:
return slot_name
def find_random_empty_slot(self):
empty_slots = [slot_name for slot_name, slot_value in self.state['belief_state'].items() if
slot_value in [None, '', [], {}] and slot_name != 'order-completed']
if empty_slots:
return random.choice(empty_slots)
else:
return None
def update(self, act: Act) -> None:
if act.intent == 'inform':
@ -55,7 +58,7 @@ class DialogStateMonitor:
}
for slot in act.slots:
if slot.name in slots_mapping and self.is_value_empty(self.state['belief_state'], slot.name):
slots_mapping[slot.name].append(slot.value) # To do: normalization
slots_mapping[slot.name].append(slot.value)
for slot_name, values in slots_mapping.items():
if values:
@ -68,5 +71,6 @@ class DialogStateMonitor:
self.update_act(act.intent)
elif act.intent == 'unknown':
self.update_act(act.intent)
elif act.intent == 'welcomemsg':
self.update_act(act.intent)
self.check_order_complete()

View File

@ -8,16 +8,21 @@ class DialoguePolicy:
if not dst.state['belief_state']['order-complete']:
user_intent = dst.state['act']
if user_intent == "inform":
empty_slot = dst.find_first_empty_slot()
empty_slot = dst.find_random_empty_slot()
return Act(intent="request", slots=[Slot(name=empty_slot, value='')])
elif user_intent == "request":
if dst.state['slot_names']:
slot = random.choice(dst.state['slot_names'])
if 'price' in dst.state['slot_names']:
slot = 'price'
else:
slot = random.choice(dst.state['slot_names'])
return Act(intent="inform", slots=[Slot(name=slot, value='')])
else:
return Act(intent="canthelp", slots=[Slot(name='unknown', value='')])
elif user_intent == "bye":
return Act(intent="bye", slots=[Slot(name='', value='')])
elif user_intent == "welcomemsg":
return Act(intent="welcomemsg", slots=[Slot(name='', value='')])
else:
return Act(intent="canthelp", slots=[Slot(name='unknown', value='')])
else: