mgetty 1
micq 2
mysql 24
splitvt 3
sash 3
wu-ftpd 10
jazip 1
tinyproxy 4
squid3 44
php7.0 241
apache2 61
exmh 1
inn2 1
cron 2
openssh 12
bind9 68
man-db 5
proftpd 9
CVE-2017-13721
CVE-2017-13723
xorg-server 75
sudo 19
analog 2
eperl 1
man2html 2
mc 16
gmc 1
nextaw[]
nextaw 0
xaw3d[]
xaw3d 0
xaw95[]
xaw95 0
sgml-tools 1
glibc 39
slrn 2
joe 1
gnuserv 1
xemacs21 2
zope-common 15
mailx[]
mailx 0
ntpd 1
exuberant-ctags 2
CVE-2017-7895
CVE-2014-9940
CVE-2017-12153
CVE-2017-14340
linux 853
samba 71
cfingerd 3
sendfile 1
netscape 1
nedit 1
gftp 3
exim 5
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gnupg2 22
rxvt 1
xinetd 3
w3m 3
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xloadimage 4
netkit-telnet 3
groff 1
imp 5
wmaker 2
netkit-telnet-ssl 6
most 1
uucp 2
htdig 3
w3m-ssl 3
xvt 1
procmail 2
nvi 3
nvi-m17n 3
fml[]
fml 0
icecast-server 4
xtel 1
wmtv 3
postfix 7
mailman 16
gpm 1
mutt 6
libgtop 2
XChat 1
gzip 13
at 1
cipe 1
enscript 6
rsync 6
jgroff[]
jgroff 0
faqomatic 1
cups 61
ucd-snmp 5
hanterm 1
ncurses 1
gnujsp 1
cfs 2
cvs 20
xsane[]
xsane 0
libapache-mod-ssl 7
xtell 3
zlib 3
listar 2
mtr 2
xpilot 1
wireshark 271
openssl 135
mm 1
gallery 9
super 4
libpng1.6 35
mpack 1
openafs 23
krb5 78
wwwoffle 1
dietlibc 5
hylafax 7
interchange 2
l2tpd 3
mantis 61
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kdelibs 23
epic 4
irssi-text 1
gaim 10
python 1
scrollkeeper 1
mhonarc 3
cacti 46
postgresql 14
purity 1
Konquerer 1
htcheck 1
tomcat8 73
fetchmail-ssl 2
tkmail 1
bugzilla 16
heartbeat 4
syslog-ng 2
gv 2
pam 3
heimdal 16
gnome-gv 1
nis 1
kdegraphics 26
log2mail 2
luxman 2
squirrelmail 32
html2ps 1
kdenetwork 4
masqmail 3
courier 9
nullmailer 1
freeswan 2
im 1
smb2www 1
gtetrinet 1
tcpdump 156
tetex-bin 10
CVE-2017-12837
CVE-2017-12883
perl 23
perl-5.004 1
CVE-2017-13089
CVE-2017-13090
wget 7
lynx 3
lynx-ssl 3
cyrus-imapd 10
typespeed 4
dhcpcd5 18
xpdf 38
geneweb 2
canna 2
libmcrypt 2
kdeadmin 1
kdepim 1
kdesdk 1
kdegames 1
kdeutils 1
kdebase 9
kdemultimedia 1
noffle 1
tomcat 3
hypermail 1
w3mmee 2
w3mmee-ssl 2
slocate 3
traceroute-nanog 5
mhc 1
sendmail 17
sendmail-wide 6
qpopper 3
file 22
netpbm-free 11
lxr 1
bonsai 4
lpr 1
ecartis 4
lpr-ppd 1
apcupsd 2
metrics 1
moxftp 1
xfsdump 2
lprng 1
gs-common 1
rinetd 1
ircii 1
mime-support 2
gkrellm-newsticker 2
pptpd 2
snort 5
leksbot 1
balsa 1
fuzz 1
lv 1
ircii-pana 3
gps 3
eterm 2
xaos 1
kernel 8
atftp 1
gnocatan 2
nethack 2
lyskom-server 1
webmin 7
mikmod 1
radiusd-cistron 1
noweb 2
eldav 1
orville-write 1
xbl 2
webfs 3
osh 3
tcptraceroute 1
CVE-2017-8343
CVE-2017-8344
CVE-2017-8345
CVE-2017-8346
CVE-2017-8347
CVE-2017-8348
CVE-2017-8349
CVE-2017-8350
CVE-2017-8351
CVE-2017-8352
CVE-2017-8353
CVE-2017-8354
CVE-2017-8355
CVE-2017-8356
CVE-2017-8357
CVE-2017-8765
CVE-2017-14607
CVE-2017-14682
imagemagick 180
acm 1
xgalaga 1
gtksee 1
semi 1
wemi 1
x-face-el[]
x-face-el 0
liece 1
mozart 1
skk 1
ddskk 1
unzip 10
phpsysinfo 4
teapop 1
nfs-utils 2
falconseye 1
fdclone 1
sup 2
xconq 1
xtokkaetama 2
atari800 2
xfstt 2
kdelibs-crypto 3
mindi 1
phpgroupware 18
eroaster 1
xpcd 3
zblast 1
pam-pgsql 2
netris 1
autorespond 1
libpam-smb 1
node 2
exim4 13
mah-jong 3
sane-backends 6
hztty 2
libmailtools-perl 1
gopher 5
ipmasq 1
marbles 1
freesweep 1
thttpd 4
conquest 1
omega-rpg 1
minimalist 1
xsok 1
lftp 2
screen 3
libnids 1
mpg321 1
nd 1
jabber 1
zebra 2
fsp 2
vbox3 1
jitterbug 1
mod-auth-shadow 2
trr19 1
crawl 2
mpg123 4
cgiemail 1
lbreakout2 1
synaesthesia 2
hsftp 1
pwlib 1
metamail 5
xboing 1
libapache-mod-python 2
libxml 4
libxml2 62
python3.5 18
sysstat 1
calife 1
xitalk 1
gdk-pixbuf 16
emil 2
fte 3
oftpd 1
xine-ui 2
xonix 1
ssmtp 1
neon 2
logcheck 1
iproute 1
xchat 1
ident2 1
flim 1
cadaver 1
gatos 2
jftpgw 1
lha 2
www-sql 1
rlpr 2
pavuk 1
mailreader 2
CVE-2017-0898
CVE-2017-10784
CVE-2017-14033
ruby2.3 60
qt-copy 3
imlib 3
gtk+2.0 10
wv 1
lukemftpd 1
imlib2 14
getmail 2
freenet6 1
rp-pppoe 1
pppoe 1
libapache-mod-dav 1
net-acct 1
lesstif1-1 4
cyrus-sasl2 5
sox 2
tiff 113
cabextract 2
catdoc 2
abiword 3
iptables 1
lvm2 2
shadow 6
freeamp 1
libgd 1
gnats 1
libgd2 35
ez-ipupdate 1
bnc 1
yardradius 1
hpsockd 1
viewcvs 1
zgv 3
cscope 4
htget 1
a2ps 3
xzgv 2
debmake 1
htmlheadline 1
nasm 1
zip 1
pcal 1
namazu2 1
lintian 4
linpopup 1
bmv 2
playmidi 1
queue 1
chbg 1
xtrlock 1
sword 1
unarj 2
zhcon 1
vdr 1
xine-lib-1.2 16
libdbi-perl 1
libpam-radius-auth 2
f2c 2
prozilla 3
cpio 6
ncpfs 1
CVE-2017-14482
CVE-2017-14482
emacs2 4
xview 1
evolution 6
sympa 4
netkit-rwho 1
toolchain-source 1
awstats 5
bidwatcher 1
bsmtpd 1
abuse 2
xli 4
remstats 2
axel 1
libexif 12
gtkhtml 1
info2www 1
junkbuster 2
lsh-utils 3
smartlist 1
smail 1
ppxp 1
oops 1
libconvert-uulib-perl 1
bzip2 3
mailutils 5
crip 1
spamassassin 2
clamav 52
razor 1
trac 4
ht 2
fuse 4
drupal 17
egroupware 6
CVE-2017-8366
ettercap 3
gedit 1
centericq 7
phppgadmin 4
ekg 10
affix 3
webcalendar 8
phpbb3 18
pdns 15
apt-cacher 1
several[]
several 0
firefox-esr 684
bluez-utils 1
mysql-transitional 243
libpam-ldap 4
simpleproxy 2
backup-manager 3
kismet 2
phpldapadmin 5
maildrop 1
pstotext 2
polygen 1
zsync 2
pcre3 10
ntp 41
tdiary 2
common-lisp-controller 1
turqstat 1
lm-sensors 1
kdeedu 1
gtkdiskfree 1
util-linux 2
loop-aes-utils 2
helix-player 3
backupninja 1
ntlmaps 1
cfengine2 2
arc 2
mason 1
dia 2
shorewall 1
openvpn 12
up-imapproxy 1
weex 1
py2play 1
graphviz 4
uw-imap 3
module-assistant 1
eric 1
libgda 1
koffice 13
net-snmp 5
gnump3d 5
phpmyadmin 70
php-horde 27
chmlib 4
enigmail 2
libungif4 2
gpsdrive 1
acidlab 1
uim 1
linux-ftpd-ssl 1
xmail 1
sylpheed 1
ipmenu 1
sylpheed-claws 1
inkscape 2
CVE-2017-1000257
curl 42
dropbear 4
nbd 5
ketm 1
tkdiff 1
dhis-tools-dns 1
petris 1
smstools 1
pound 5
libapache2-mod-auth-pgsql 1
libextractor 11
gpdf 11
tuxpaint 1
albatross 1
antiword 1
libapache-auth-ldap 1
flyspray 1
wine 1
unalz 1
libmail-audit-perl 1
pdfkit 11
pdftohtml 9
mydns 2
ipsec-tools 5
adzapper 1
elog 11
scponly 4
kronolith 1
otrs 3
nfs-user-server 1
libast2 1
tutos 2
libtasn1 1
gnutls28 19
tar 5
bluez-hcidump 1
zoo 1
ffmpeg 65
freeciv 2
libcrypt-cbc-perl 1
bomberclone 3
lurker 3
libapreq2-perl 1
crossfire 2
xpvm 1
vlc 41
wzdftpd 2
ilohamail 1
util-vserver 2
snmptrapfmt 1
firebird3.0 20
flex 2
storebackup 3
kaffeine 1
libimager-perl 2
libphp-adodb 4
moodle 52
fcheck 1
bsdgames 1
blender 3
gdm 1
abc2ps 1
abcmidi 1
resmgr 1
asterisk 55
cgiirc 2
CVE-2017-16227
quagga 25
popfile 1
kphone 1
hostapd 2
fbi 2
nagios 7
dovecot 10
motor 1
lynx-cur 2
xmcd 1
freeradius 15
fusionforge 13
CVE-2017-8287
freetype 57
wv2 1
pinball 1
libreoffice 54
ppp 3
rssh 4
hashcash 1
gimp 13
hiki 2
postgrey 1
libnet-server-perl 1
libdumb 1
osiris 1
sitebar 7
libtunepimp 1
ncompress 2
streamripper 3
libmusicbrainz 1
capi4hylafax 1
cheesetracker 1
gcc 1
isakmpd 1
usermin 1
alsaplayer 2
migrationtools 1
maxdb-7.5.00 1
libwmf 6
qt-x11-free 3
ingo1 1
flexbackup 1
linux-ftpd 1
texinfo 2
libgsf[]
libgsf 0
links 1
elinks 4
l2tpns 1
enemies-of-carlotta 1
sql-ledger 3
links2 2
evince 6
libapache-mod-auth-kerb 1
libsoup 2
netrik 1
libgtop2 1
gnomemeeting 1
libwpd 1
lookup-el 1
nas 8
xmms 2
aircrack-ng 1
CVE-2015-7549
qemu 100
wordpress 130
ldap-account-manager 2
qt4-x11 11
CVE-2017-14635
otrs2 13
iceape 178
lighttpd 28
icedove 413
xulrunner 211
postgresql-9.6 62
libapache-mod-jk 3
mplayer 11
open-iscsi 2
libphp-phpmailer 3
tinymux 1
maradns 5
evolution-data-server 4
fireflier-server 1
gsambad 1
unicon-imc2 1
gfax 1
libcurl3-gnutls 1
xfs 2
poppler 18
bochs 1
postfix-policyd 1
vim 9
id3lib3.8.3 1
librpcsecgss 2
phpwiki 3
ktorrent 1
jffnms 3
xen 133
wesnoth 4
t1lib 7
xfce4-terminal 1
reprepro 1
mono 5
perdition 1
ruby-defaults 2
tk8 2
hsqldb 1
zabbix 5
e2fsprogs 3
libnss-ldap 1
link-grammar 1
CVE-2010-3659
typo3-src 63
inotify-tools 1
peercast 2
libsndfile 5
tcpreen 1
eggdrop 2
libarchive1 3
fail2ban 4
hplip 6
apt-listchanges 1
flac 4
libvorbis 9
exiv2 1
pulseaudio 3
yarssr 1
python-cherrypy 1
gnatsweb 1
wml 2
sdl-image1.2 2
nagios-plugins 2
dspam 1
alsa-driver 1
turba2 1
diatheke 1
gs-esp 1
gs-gpl 1
libicu[]
libicu 0
moin 24
libnet-dns-perl 3
ldapscripts 1
smarty 3
ikiwiki 10
xwine 2
debian-goodies 1
serendipity 3
policyd-weight 2
exiftags 3
mapserver 13
libcairo 1
pdns-recursor 7
gnumeric 1
suphp 1
roundup 2
phpgedview 2
kronolith2 1
ldm 1
b2evolution 1
kazehakase 10
rdesktop 3
gnome-peercast 2
libfishsound 1
speex 1
libxslt 10
mt-daapd 3
libtk-img 3
dbus 15
afuse 1
refpolicy 1
python-dns 2
newsx 1
dnsmasq 10
httrack 1
opensc 2
slash 2
wordnet 2
git-core 6
twiki 1
python-django 45
feta 1
mon 1
libspf2 1
libcdaudio 1
hf 1
jailer 1
flamethrower 1
lcms 5
no-ip 1
courier-authlib 2
proftpd-dfsg 12
avahi 5
php-xajax 1
xterm 1
zaptel 2
lasso 1
netatalk 1
amarok 2
ganglia-monitor-core 1
rt2400 1
rt2500 1
rt2570 1
vnc4 1
devil 1
boinc 1
libpam-krb5 2
libpam-heimdal 1
websvn 4
python-crypto 3
dkim-milter[]
dkim-milter 0
gst-plugins-bad0.10 5
ndiswrapper 1
znc 2
mahara 28
mldonkey 1
yaws 1
psi 1
weechat 4
CVE-2017-8291
ghostscript 31
glib2.0 1
webcit 1
systemtap 4
auth2db 3
nss-ldapd 1
strongswan 16
openswan 6
icu 27
tunapie 2
multipath-tools 1
openjdk-8 276
imp4 4
udev 2
ejabberd 4
php-json-ext 1
CVE-2017-15566
slurm-llnl 1
apt 10
libdbd-pg-perl 3
acpid 5
drupal7 57
ldns 2
pango1.0 3
nsd 3
pidgin 41
apr-util 3
libtorrent-rasterbar 1
ctorrent 1
amule 1
ipplan 1
ocsinventory-agent 1
sork-passwd-h3 1
djbdns 1
camlimages 3
fckeditor 2
gst-plugins-good0.10 4
openexr 3
xml-security-c 8
libmodplug 11
memcached 6
apr 2
subversion 18
nss 32
devscripts 10
silc-client/silc-toolkit 3
xapian-omega 1
nginx 12
rails 33
wxwindows2.4 1
wxwidgets2.6 1
wxwidgets2.8 1
changetrack 1
newt 1
xmltooling 1
opensaml 3
shibboleth-sp 4
mediawiki 37
graphicsmagick 26
pygresql 1
mimetex 2
expat 11
libhtml-parser-perl 1
nspr 6
php-mail[]
php-mail 0
request-tracker4 40
belpic 1
shibboleth-sp2 3
opensaml2 3
php-net-ping 1
webkit 27
firefox-sage 1
network-manager 1
aria2 2
libtool 1
ganeti 3
unbound 5
transmission 2
libthai 1
audiofile 14
dokuwiki 8
ircd-hybrid/ircd-ratbox 2
hybserv 1
libxerces2-java 1
trac-git 1
chrony 8
ajaxterm 1
polipo 2
dpkg 7
drbd8[]
drbd8 0
spamass-milter[]
spamass-milter 0
jasper 21
iscsitarget 1
libtheora 1
dvipng 1
barnowl 2
zonecheck 2
pcsc-lite 2
pmount 1
kvirc 3
python-cjson 1
libmikmod 3
mlmmj 1
gmime2.2 1
socat 1
lxr-cvs 3
smbind 1
couchdb 1
cvsnt 1
collectd 2
CVE-2017-0380
tor 17
libapache2-mod-fcgid 3
libsmi 1
mydms 1
pimd 1
pcscd 1
CVE-2017-5087
CVE-2017-5088
CVE-2017-5089
CVE-2017-5091
CVE-2017-5092
CVE-2017-5093
CVE-2017-5094
CVE-2017-5095
CVE-2017-5097
CVE-2017-5098
CVE-2017-5099
CVE-2017-5100
CVE-2017-5101
CVE-2017-5102
CVE-2017-5103
CVE-2017-5104
CVE-2017-5105
CVE-2017-5106
CVE-2017-5107
CVE-2017-5108
CVE-2017-5109
CVE-2017-5110
CVE-2017-5111
CVE-2017-5112
CVE-2017-5113
CVE-2017-5114
CVE-2017-5115
CVE-2017-5116
CVE-2017-5117
CVE-2017-5118
CVE-2017-5119
CVE-2017-5120
CVE-2017-5121
CVE-2017-5122
chromium-browser 592
telepathy-gabble 1
pywebdav 1
dtc 9
logwatch 1
isc-dhcp 9
libcgroup 2
CVE-2017-1000256
libvirt 11
tex-common 1
gdm3 1
tgt 1
tmux 1
x11-xserver-utils 1
gitolite[]
gitolite 0
xmlsec1 1
libmojolicious-perl 4
doctrine 1
spip 20
zodb 2
vino 2
jabberd14 1
citadel 1
fontforge 9
oprofile 1
fex 2
redmine 8
movabletype-opensource 14
libapache2-mod-authnz-external 1
opie 3
krb5-appl 2
libxfont 10
ca-certificates[]
ca-certificates 0
bcfg2 2
vsftpd 2
puppet 27
policykit-1 1
radvd 3
kfreebsd-10 17
libfcgi-perl 1
torque 5
simplesamlphp[]
simplesamlphp 0
python-django-piston 1
clearsilver 1
mojarra 1
chasen 1
libsoup2.4 2
inetutils 2
ipmitool 1
foomatic-filters 4
ecryptfs-utils 7
openttd 5
bip 1
xen-qemu-dm-4.0 4
mumble 3
libarchive 27
notmuch[]
notmuch 0
libxml-atom-perl[]
libxml-atom-perl 0
plib 1
python-pam 1
libyaml-libyaml-perl 4
gnash 3
raptor 1
libtasn1-3 5
openarena 1
tryton-server 5
inspircd 6
sqlalchemy 1
gajim 4
libjakarta-poi-java 1
gridengine 1
pidgin-otr 2
arpwatch 1
libgdata 1
nut 1
openconnect 2
libspring-2.5-java 1
zendframework 14
libapache-mod-security 2
extplorer 2
globus-gridftp-server 1
libotr 2
libapache2-mod-rpaf[]
libapache2-mod-rpaf 0
pcp 4
rtfm 2
beaker 1
bacula 1
cups-pk-helper 1
viewvc 5
libproxy 1
radsecproxy 2
trousers 1
libssh 6
bogofilter 1
libcgi-pm-perl 1
virtualbox-ose 1
ganglia 1
ircd-ratbox 1
libupnp 10
ircd-hybrid 1
polarssl 11
nss-pam-ldapd 1
openjpeg 7
zoneminder 2
libapache2-mod-perl2 1
smokeping 2
icinga 6
tinc 1
stunnel4 2
libdmx 1
libxv 2
libxvmc 2
libxfixes 1
libxrender 1
mesa 2
libxt 2
libxcursor 1
libxext 1
libxi 3
libxrandr 1
libxp 1
libxcb 1
libfs 1
libxres 1
libxtst 1
libxxf86dga 2
libxinerama 1
libxxf86vm 1
libx11 4
pymongo 1
haproxy 4
php-radius 1
libgcrypt11 5
putty 6
swift 2
exactimage 2
pyopenssl 1
davfs2 1
icedtea-web 1
systemd 3
ruby-rack 4
roundcube 3
tryton-client 1
libav 47
libhttp-body-perl 1
sup-mail 2
varnish 4
munin 3
libtar 2
pixman 2
denyhosts 1
libcommons-fileupload-java 3
spice 10
srtp 2
libspring-java 5
djvulibre 1
libyaml 3
libgadu 2
parcimonie 1
udisks 1
cups-filters 7
virtualbox 16
libxalan2-java 1
postfixadmin 1
prosody 3
jbigkit 1
 []
  0
libmms 1
xbuffy 1
rxvt-unicode 1
mod-wsgi 2
libstruts1.2-java 2
lxml 1
chkrootkit 1
python-gnupg 4
python-bottle 2
CVE-2017-14685
CVE-2017-14686
CVE-2017-14687
mupdf 10
lucene-solr 3
iodine 1
libemail-address-perl 2
acpi-support 2
modsecurity-apache 1
lzo2 1
reportbug 1
gpgme1.0 1
python-imaging 1
s3ql 1
lua5.1 1
lua5.2 1
php-cas 1
bash 2
rsyslog 2
wpa 22
quassel 2
libxml-security-java 1
konversation 2
libksba 1
libvncserver 7
getmail4 3
c-icap 2
bsd-mailx 1
heirloom-mailx 2
pyyaml 1
libevent 5
binutils 8
rpm 2
lsyncd 1
xdg-utils 2
privoxy 5
requests 2
condor 1
unrtf 2
libgtk2-perl[]
libgtk2-perl 0
mod-gnutls 1
unace 1
libssh2 2
checkpw 1
xerces-c 4
batik 1
dulwich 2
freexl 5
arj 3
wesnoth-1.10 1
libdbd-firebird-perl 1
das-watchdog 1
django-markupfield 1
icecast2 1
elasticsearch 1
libxml-libxml-perl 1
owncloud 11
libphp-snoopy 1
jqueryui 1
sqlite3 3
suricata 1
zeromq3 1
libtasn1-6 3
mercurial 8
libmodule-signature-perl 4
ntfs-3g 2
symfony 5
redis 3
p7zip 2
cinder 1
pyjwt 1
libcrypto++ 2
unattended-upgrades 1
jackrabbit 2
tidy 2
mariadb-10.1 85
lxc 3
activemq 2
conntrack 1
twig 1
openslp-dfsg 1
libvdpau 3
vzctl 1
owncloud-client 1
rpcbind 1
miniupnpc 1
freeimage 3
libcommons-collections3-java[]
libcommons-collections3-java 0
bouncycastle 2
grub2 1
blueman 1
git 6
xscreensaver 1
pygments 1
claws-mail 1
radicale 2
libgcrypt20 5
graphite2 26
xdelta3 1
didiwiki 1
xymon 5
php-horde-core 1
pillow 5
bsh 1
libmatroska 1
openvswitch 1
kamailio 1
libebml 3
lhasa 1
oar 1
cgit 3
optipng 3
fuseiso 2
tardiff 2
botan1.10 7
libpam-sshauth 1
CVE-2017-7957
libxstream-java 2
jansson 1
libidn 4
libndp 1
swift-plugin-s3 1
librsvg 2
atheme-services 1
libpdfbox-java 1
horizon 2
libdbd-mysql-perl 3
fontconfig 1
charybdis 1
openjpeg2 18
irssi 11
unadf 2
c-ares 1
kdepimlibs 1
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game-music-emu[]
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(213,)
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186 18
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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186 18
Epoch 1/1
0s - loss: 3.2242e-04
Epoch 1/1
0s - loss: 3.0549e-04
Epoch 1/1
0s - loss: 2.7150e-04
Epoch 1/1
0s - loss: 2.3148e-04
Epoch 1/1
0s - loss: 2.0462e-04
Epoch 1/1
0s - loss: 1.9700e-04
Epoch 1/1
0s - loss: 2.1403e-04
Epoch 1/1
0s - loss: 2.3987e-04
Epoch 1/1
0s - loss: 2.5991e-04
Epoch 1/1
0s - loss: 2.5637e-04
Epoch 1/1
0s - loss: 2.4440e-04
Epoch 1/1
0s - loss: 2.2568e-04
Epoch 1/1
0s - loss: 2.0045e-04
Epoch 1/1
0s - loss: 1.9935e-04
Epoch 1/1
0s - loss: 2.0239e-04
Epoch 1/1
0s - loss: 2.1548e-04
Epoch 1/1
0s - loss: 2.2608e-04
Epoch 1/1
0s - loss: 2.3286e-04
Epoch 1/1
0s - loss: 2.2629e-04
Epoch 1/1
0s - loss: 2.2000e-04
Epoch 1/1
0s - loss: 2.0834e-04
Epoch 1/1
0s - loss: 2.0534e-04
Epoch 1/1
0s - loss: 1.9278e-04
Epoch 1/1
0s - loss: 1.9666e-04
Epoch 1/1
0s - loss: 2.0143e-04
Epoch 1/1
0s - loss: 2.0414e-04
Epoch 1/1
0s - loss: 2.0532e-04
Epoch 1/1
0s - loss: 2.0364e-04
Epoch 1/1
0s - loss: 1.9696e-04
Epoch 1/1
0s - loss: 1.9725e-04
Epoch 1/1
0s - loss: 1.9628e-04
Epoch 1/1
0s - loss: 1.9636e-04
Epoch 1/1
0s - loss: 1.9500e-04
Epoch 1/1
0s - loss: 2.0192e-04
Epoch 1/1
0s - loss: 2.0105e-04
Epoch 1/1
0s - loss: 2.0419e-04
Epoch 1/1
0s - loss: 1.9967e-04
Epoch 1/1
0s - loss: 1.9380e-04
Epoch 1/1
0s - loss: 1.9723e-04
Epoch 1/1
0s - loss: 1.9327e-04
Epoch 1/1
0s - loss: 1.9486e-04
Epoch 1/1
0s - loss: 1.9893e-04
Epoch 1/1
0s - loss: 1.9672e-04
Epoch 1/1
0s - loss: 1.9687e-04
Epoch 1/1
0s - loss: 1.9515e-04
Epoch 1/1
0s - loss: 1.9917e-04
Epoch 1/1
0s - loss: 1.9114e-04
Epoch 1/1
0s - loss: 1.9573e-04
Epoch 1/1
0s - loss: 1.9557e-04
Epoch 1/1
0s - loss: 1.9537e-04
Epoch 1/1
0s - loss: 1.9319e-04
Epoch 1/1
0s - loss: 1.9238e-04
Epoch 1/1
0s - loss: 1.9903e-04
Epoch 1/1
0s - loss: 1.9181e-04
Epoch 1/1
0s - loss: 1.9756e-04
Epoch 1/1
0s - loss: 1.9257e-04
Epoch 1/1
0s - loss: 1.9137e-04
Epoch 1/1
0s - loss: 1.9542e-04
Epoch 1/1
0s - loss: 1.9400e-04
Epoch 1/1
0s - loss: 1.9089e-04
Epoch 1/1
0s - loss: 1.9421e-04
Epoch 1/1
0s - loss: 1.9645e-04
Epoch 1/1
0s - loss: 1.9523e-04
Epoch 1/1
0s - loss: 1.9372e-04
Epoch 1/1
0s - loss: 1.9603e-04
Epoch 1/1
0s - loss: 1.9464e-04
Epoch 1/1
0s - loss: 1.9413e-04
Epoch 1/1
0s - loss: 1.9333e-04
Epoch 1/1
0s - loss: 1.9231e-04
Epoch 1/1
0s - loss: 1.9438e-04
Epoch 1/1
0s - loss: 1.9215e-04
Epoch 1/1
0s - loss: 1.9302e-04
Epoch 1/1
0s - loss: 1.9064e-04
Epoch 1/1
0s - loss: 1.9533e-04
Epoch 1/1
0s - loss: 1.9441e-04
Epoch 1/1
0s - loss: 1.9172e-04
Epoch 1/1
0s - loss: 1.9005e-04
Epoch 1/1
0s - loss: 1.9299e-04
Epoch 1/1
0s - loss: 1.9251e-04
Epoch 1/1
0s - loss: 1.9074e-04
Epoch 1/1
0s - loss: 1.9366e-04
Epoch 1/1
0s - loss: 1.8989e-04
Epoch 1/1
0s - loss: 1.9226e-04
Epoch 1/1
0s - loss: 1.9127e-04
Epoch 1/1
0s - loss: 1.9420e-04
Epoch 1/1
0s - loss: 1.9314e-04
Epoch 1/1
0s - loss: 1.9078e-04
Epoch 1/1
0s - loss: 1.9168e-04
Epoch 1/1
0s - loss: 1.9226e-04
Epoch 1/1
0s - loss: 1.9219e-04
Epoch 1/1
0s - loss: 1.9000e-04
Epoch 1/1
0s - loss: 1.9085e-04
Epoch 1/1
0s - loss: 1.9206e-04
Epoch 1/1
0s - loss: 1.9145e-04
Epoch 1/1
0s - loss: 1.9005e-04
Epoch 1/1
0s - loss: 1.9488e-04
Epoch 1/1
0s - loss: 1.9062e-04
Epoch 1/1
0s - loss: 1.9172e-04
Epoch 1/1
0s - loss: 1.9052e-04
Epoch 1/1
0s - loss: 1.9122e-04
Epoch 1/1
0s - loss: 1.8969e-04
Epoch 1/1
0s - loss: 1.9241e-04
Epoch 1/1
0s - loss: 1.9179e-04
Epoch 1/1
0s - loss: 1.8994e-04
Epoch 1/1
0s - loss: 1.9323e-04
Epoch 1/1
0s - loss: 1.9016e-04
Epoch 1/1
0s - loss: 1.9044e-04
Epoch 1/1
0s - loss: 1.9390e-04
Epoch 1/1
0s - loss: 1.8977e-04
Epoch 1/1
0s - loss: 1.9058e-04
Epoch 1/1
0s - loss: 1.9133e-04
Epoch 1/1
0s - loss: 1.9263e-04
Epoch 1/1
0s - loss: 1.8917e-04
Epoch 1/1
0s - loss: 1.9225e-04
Epoch 1/1
0s - loss: 1.9050e-04
Epoch 1/1
0s - loss: 1.9264e-04
Epoch 1/1
0s - loss: 1.9081e-04
Epoch 1/1
0s - loss: 1.9192e-04
Epoch 1/1
0s - loss: 1.9106e-04
Epoch 1/1
0s - loss: 1.8983e-04
Epoch 1/1
0s - loss: 1.9041e-04
Epoch 1/1
0s - loss: 1.8952e-04
Epoch 1/1
0s - loss: 1.9096e-04
Epoch 1/1
0s - loss: 1.9103e-04
Epoch 1/1
0s - loss: 1.9078e-04
Epoch 1/1
0s - loss: 1.9059e-04
Epoch 1/1
0s - loss: 1.9178e-04
Epoch 1/1
0s - loss: 1.9153e-04
Epoch 1/1
0s - loss: 1.8994e-04
Epoch 1/1
0s - loss: 1.8809e-04
Epoch 1/1
0s - loss: 1.9059e-04
Epoch 1/1
0s - loss: 1.8930e-04
Epoch 1/1
0s - loss: 1.8835e-04
Epoch 1/1
0s - loss: 1.9124e-04
Epoch 1/1
0s - loss: 1.8934e-04
Epoch 1/1
0s - loss: 1.9152e-04
Epoch 1/1
0s - loss: 1.9066e-04
Epoch 1/1
0s - loss: 1.9028e-04
Epoch 1/1
0s - loss: 1.9089e-04
Epoch 1/1
0s - loss: 1.8870e-04
Epoch 1/1
0s - loss: 1.9073e-04
Epoch 1/1
0s - loss: 1.8936e-04
Epoch 1/1
0s - loss: 1.9064e-04
Epoch 1/1
0s - loss: 1.9079e-04
Epoch 1/1
0s - loss: 1.9020e-04
Epoch 1/1
0s - loss: 1.9185e-04
Epoch 1/1
0s - loss: 1.9075e-04
Epoch 1/1
0s - loss: 1.8814e-04
Epoch 1/1
0s - loss: 1.9053e-04
Epoch 1/1
0s - loss: 1.9184e-04
Epoch 1/1
0s - loss: 1.9022e-04
Epoch 1/1
0s - loss: 1.9289e-04
Epoch 1/1
0s - loss: 1.9135e-04
Epoch 1/1
0s - loss: 1.8915e-04
Epoch 1/1
0s - loss: 1.9059e-04
Epoch 1/1
0s - loss: 1.8950e-04
Epoch 1/1
0s - loss: 1.8922e-04
Epoch 1/1
0s - loss: 1.8967e-04
Epoch 1/1
0s - loss: 1.9026e-04
Epoch 1/1
0s - loss: 1.8761e-04
Epoch 1/1
0s - loss: 1.9160e-04
Epoch 1/1
0s - loss: 1.9109e-04
Epoch 1/1
0s - loss: 1.9043e-04
Epoch 1/1
0s - loss: 1.8965e-04
Epoch 1/1
0s - loss: 1.8921e-04
Epoch 1/1
0s - loss: 1.8927e-04
Epoch 1/1
0s - loss: 1.9132e-04
Epoch 1/1
0s - loss: 1.9028e-04
Epoch 1/1
0s - loss: 1.8989e-04
Epoch 1/1
0s - loss: 1.9057e-04
Epoch 1/1
0s - loss: 1.8969e-04
Epoch 1/1
0s - loss: 1.8963e-04
Epoch 1/1
0s - loss: 1.9016e-04
Epoch 1/1
0s - loss: 1.8974e-04
Epoch 1/1
0s - loss: 1.8771e-04
Epoch 1/1
0s - loss: 1.9098e-04
Epoch 1/1
0s - loss: 1.9228e-04
Epoch 1/1
0s - loss: 1.8817e-04
Epoch 1/1
0s - loss: 1.8817e-04
Epoch 1/1
0s - loss: 1.8765e-04
Epoch 1/1
0s - loss: 1.9014e-04
Epoch 1/1
0s - loss: 1.8985e-04
Epoch 1/1
0s - loss: 1.8884e-04
Epoch 1/1
0s - loss: 1.8797e-04
Epoch 1/1
0s - loss: 1.8907e-04
Epoch 1/1
0s - loss: 1.8990e-04
Epoch 1/1
0s - loss: 1.9077e-04
Epoch 1/1
0s - loss: 1.8942e-04
Epoch 1/1
0s - loss: 1.8779e-04
Epoch 1/1
0s - loss: 1.9065e-04
Epoch 1/1
0s - loss: 1.8980e-04
Epoch 1/1
0s - loss: 1.8976e-04
Epoch 1/1
0s - loss: 1.8973e-04
Epoch 1/1
0s - loss: 1.8971e-04
Epoch 1/1
0s - loss: 1.9054e-04
Epoch 1/1
0s - loss: 1.8857e-04
Epoch 1/1
0s - loss: 1.8776e-04
Epoch 1/1
0s - loss: 1.8965e-04
Epoch 1/1
0s - loss: 1.8945e-04
Epoch 1/1
0s - loss: 1.9133e-04
Epoch 1/1
0s - loss: 1.9013e-04
Epoch 1/1
0s - loss: 1.9120e-04
Epoch 1/1
0s - loss: 1.9021e-04
Epoch 1/1
0s - loss: 1.8869e-04
Epoch 1/1
0s - loss: 1.8690e-04
Epoch 1/1
0s - loss: 1.8823e-04
Epoch 1/1
0s - loss: 1.9161e-04
Epoch 1/1
0s - loss: 1.8968e-04
Epoch 1/1
0s - loss: 1.8914e-04
Epoch 1/1
0s - loss: 1.8882e-04
Epoch 1/1
0s - loss: 1.8768e-04
Epoch 1/1
0s - loss: 1.9073e-04
Epoch 1/1
0s - loss: 1.9063e-04
Epoch 1/1
0s - loss: 1.8855e-04
Epoch 1/1
0s - loss: 1.8898e-04
Epoch 1/1
0s - loss: 1.8869e-04
Epoch 1/1
0s - loss: 1.8956e-04
Epoch 1/1
0s - loss: 1.8959e-04
Epoch 1/1
0s - loss: 1.8903e-04
Epoch 1/1
0s - loss: 1.8921e-04
Epoch 1/1
0s - loss: 1.9005e-04
Epoch 1/1
0s - loss: 1.8981e-04
Epoch 1/1
0s - loss: 1.8807e-04
Epoch 1/1
0s - loss: 1.8978e-04
Epoch 1/1
0s - loss: 1.9032e-04
Epoch 1/1
0s - loss: 1.8940e-04
Epoch 1/1
0s - loss: 1.8788e-04
Epoch 1/1
0s - loss: 1.8999e-04
Epoch 1/1
0s - loss: 1.8918e-04
Epoch 1/1
0s - loss: 1.8922e-04
Epoch 1/1
0s - loss: 1.8811e-04
Epoch 1/1
0s - loss: 1.8994e-04
Epoch 1/1
0s - loss: 1.9041e-04
Epoch 1/1
0s - loss: 1.8937e-04
Epoch 1/1
0s - loss: 1.8859e-04
Epoch 1/1
0s - loss: 1.8956e-04
Epoch 1/1
0s - loss: 1.8822e-04
Epoch 1/1
0s - loss: 1.8929e-04
Epoch 1/1
0s - loss: 1.8980e-04
Epoch 1/1
0s - loss: 1.8994e-04
Epoch 1/1
0s - loss: 1.8888e-04
Epoch 1/1
0s - loss: 1.8965e-04
Epoch 1/1
0s - loss: 1.8795e-04
Epoch 1/1
0s - loss: 1.8957e-04
Epoch 1/1
0s - loss: 1.8987e-04
Epoch 1/1
0s - loss: 1.9000e-04
Epoch 1/1
0s - loss: 1.8751e-04
Epoch 1/1
0s - loss: 1.9018e-04
Epoch 1/1
0s - loss: 1.8936e-04
Epoch 1/1
0s - loss: 1.8924e-04
Epoch 1/1
0s - loss: 1.9102e-04
Epoch 1/1
0s - loss: 1.8702e-04
Epoch 1/1
0s - loss: 1.8771e-04
Epoch 1/1
0s - loss: 1.8955e-04
Epoch 1/1
0s - loss: 1.8923e-04
Epoch 1/1
0s - loss: 1.8874e-04
Epoch 1/1
0s - loss: 1.8912e-04
Epoch 1/1
0s - loss: 1.8848e-04
Epoch 1/1
0s - loss: 1.8813e-04
Epoch 1/1
0s - loss: 1.8721e-04
Epoch 1/1
0s - loss: 1.8882e-04
Epoch 1/1
0s - loss: 1.8811e-04
Epoch 1/1
0s - loss: 1.8947e-04
Epoch 1/1
0s - loss: 1.8886e-04
Epoch 1/1
0s - loss: 1.8880e-04
Epoch 1/1
0s - loss: 1.8857e-04
Epoch 1/1
0s - loss: 1.8827e-04
Epoch 1/1
0s - loss: 1.8868e-04
Epoch 1/1
0s - loss: 1.8870e-04
Epoch 1/1
0s - loss: 1.8967e-04
Epoch 1/1
0s - loss: 1.8962e-04
Epoch 1/1
0s - loss: 1.8920e-04
Epoch 1/1
0s - loss: 1.9015e-04
Epoch 1/1
0s - loss: 1.8840e-04
Epoch 1/1
0s - loss: 1.8807e-04
Epoch 1/1
0s - loss: 1.8838e-04
Epoch 1/1
0s - loss: 1.8783e-04
Epoch 1/1
0s - loss: 1.8718e-04
Epoch 1/1
0s - loss: 1.8940e-04
Epoch 1/1
0s - loss: 1.8883e-04
Epoch 1/1
0s - loss: 1.8785e-04
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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186 18
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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186 18
Epoch 1/1
0s - loss: 0.0036
Epoch 1/1
0s - loss: 0.0035
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0019
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
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Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0019
Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
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Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0020
Epoch 1/1
0s - loss: 0.0019
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0018
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
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Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
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Epoch 1/1
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Epoch 1/1
0s - loss: 0.0017
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0013
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0016
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0014
Epoch 1/1
0s - loss: 0.0015
Epoch 1/1
0s - loss: 0.0014
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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Epoch 1/1
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php7.0
nmax: 4.55555555556 , nmin: 0.666666666667 , normalizer: 3.88888888889
Actual number of vulnerabilities - next 9 months :8.0
Predicted number of vulnerabilities - next 9 months :11.7446079254
LSTM rmse: 1.755785541710132
Average rmse: 1.9161856430645892
Weighted average rmse: 1.8275537805681272
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linux
nmax: 5.44444444444 , nmin: 2.55555555556 , normalizer: 2.88888888889
Actual number of vulnerabilities - next 9 months :49.0
Predicted number of vulnerabilities - next 9 months :25.069309473
LSTM rmse: 1.48808729384245
Average rmse: 0.8760600827971189
Weighted average rmse: 0.69468601344998
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wireshark
nmax: 4.88888888889 , nmin: 1.0 , normalizer: 3.88888888889
Actual number of vulnerabilities - next 9 months :11.0
Predicted number of vulnerabilities - next 9 months :13.184607625
LSTM rmse: 1.2860338796598412
Average rmse: 1.7089338379821122
Weighted average rmse: 1.26096803079017
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openssl
nmax: 3.0 , nmin: 0.333333333333 , normalizer: 2.66666666667
Actual number of vulnerabilities - next 9 months :3.0
Predicted number of vulnerabilities - next 9 months :9.0224339962
LSTM rmse: 0.5799162160299581
Average rmse: 0.6258200610845289
Weighted average rmse: 0.5219006662524868
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krb5
nmax: 1.0 , nmin: 0.0 , normalizer: 1.0
Actual number of vulnerabilities - next 9 months :0.0
Predicted number of vulnerabilities - next 9 months :3.42225891352
LSTM rmse: 0.36887105611576737
Average rmse: 0.37775237136659723
Weighted average rmse: 0.07726701644775023
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tomcat8
nmax: 1.55555555556 , nmin: 0.111111111111 , normalizer: 1.44444444444
Actual number of vulnerabilities - next 9 months :9.0
Predicted number of vulnerabilities - next 9 months :3.78872054815
LSTM rmse: 0.9817654040260346
Average rmse: 1.1694030158266127
Weighted average rmse: 0.6783316009281626
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imagemagick
nmax: 8.55555555556 , nmin: 0.0 , normalizer: 8.55555555556
Actual number of vulnerabilities - next 9 months :54.0
Predicted number of vulnerabilities - next 9 months :5.39702403545
LSTM rmse: 6.08663068360915
Average rmse: 6.2862784367300195
Weighted average rmse: 6.184579326385233
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tiff
nmax: 5.44444444444 , nmin: 0.0 , normalizer: 5.44444444444
Actual number of vulnerabilities - next 9 months :48.0
Predicted number of vulnerabilities - next 9 months :2.94032040238
LSTM rmse: 4.454858976004424
Average rmse: 4.533096134375429
Weighted average rmse: 4.478037939033432
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firefox-esr
nmax: 9.11111111111 , nmin: 3.22222222222 , normalizer: 5.88888888889
Actual number of vulnerabilities - next 9 months :79.0
Predicted number of vulnerabilities - next 9 months :19.7915718555
LSTM rmse: 5.618396925769489
Average rmse: 5.4276535351427295
Weighted average rmse: 3.6752424708067246
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mysql-transitional
nmax: 3.77777777778 , nmin: 1.88888888889 , normalizer: 1.88888888889
Actual number of vulnerabilities - next 9 months :32.0
Predicted number of vulnerabilities - next 9 months :10.1111683846
LSTM rmse: 1.8343507354596769
Average rmse: 2.314291385971645
Weighted average rmse: 1.0524004919670658
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qemu
nmax: 3.66666666667 , nmin: 0.0 , normalizer: 3.66666666667
Actual number of vulnerabilities - next 9 months :10.0
Predicted number of vulnerabilities - next 9 months :4.48401081562
LSTM rmse: 0.6069796456203368
Average rmse: 0.4049470175425144
Weighted average rmse: 0.42451074339394457
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wordpress
nmax: 2.11111111111 , nmin: 0.333333333333 , normalizer: 1.77777777778
Actual number of vulnerabilities - next 9 months :19.0
Predicted number of vulnerabilities - next 9 months :5.78531187773
LSTM rmse: 1.344277240075147
Average rmse: 1.6467498857239529
Weighted average rmse: 1.2304952545097767
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iceape
nmax: 0.0 , nmin: 0.0 , normalizer: 0.0
Actual number of vulnerabilities - next 9 months :0.0
Predicted number of vulnerabilities - next 9 months :2.22858296335
LSTM rmse: 0.2476203292608261
Average rmse: 1.0086402447252951
Weighted average rmse: 0.7353497577588605
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(6,)
icedove
nmax: 5.66666666667 , nmin: 1.88888888889 , normalizer: 3.77777777778
Actual number of vulnerabilities - next 9 months :51.0
Predicted number of vulnerabilities - next 9 months :18.2385449409
LSTM rmse: 2.3053709028355938
Average rmse: 2.9441709150591047
Weighted average rmse: 1.4057229823450876
(174, 3, 1) (174,) (6, 3, 1) (6,)
(174, 3, 1) (6, 3, 1) (203,)
shapes coming
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xulrunner
nmax: 0.0 , nmin: 0.0 , normalizer: 0.0
Actual number of vulnerabilities - next 9 months :0.0
Predicted number of vulnerabilities - next 9 months :1.81434179842
LSTM rmse: 0.2015935331583023
Average rmse: 1.19563534627549
Weighted average rmse: 0.14918325918838632
(174, 3, 1) (174,) (6, 3, 1) (6,)
(174, 3, 1) (6, 3, 1) (203,)
shapes coming
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xen
nmax: 1.75 , nmin: 0.25 , normalizer: 1.5
Actual number of vulnerabilities - next 9 months :5.625
Predicted number of vulnerabilities - next 9 months :1.75768455863
LSTM rmse: 0.46189721112361143
Average rmse: 0.39433968571722317
Weighted average rmse: 0.6631972678034199
(174, 3, 1) (174,) (6, 3, 1) (6,)
(174, 3, 1) (6, 3, 1) (203,)
shapes coming
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openjdk-8
nmax: 5.77777777778 , nmin: 0.333333333333 , normalizer: 5.44444444444
Actual number of vulnerabilities - next 9 months :42.0
Predicted number of vulnerabilities - next 9 months :9.12757444382
LSTM rmse: 1.7919818489250303
Average rmse: 2.1474613303940964
Weighted average rmse: 0.9518782242035047
(174, 3, 1) (174,) (6, 3, 1) (6,)
(174, 3, 1) (6, 3, 1) (203,)
shapes coming
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chromium-browser
nmax: 15.5555555556 , nmin: 1.88888888889 , normalizer: 13.6666666667
Actual number of vulnerabilities - next 9 months :108.0
Predicted number of vulnerabilities - next 9 months :39.2320232391
LSTM rmse: 8.028332354052726
Average rmse: 11.261223744226701
Weighted average rmse: 4.918115106620745
(174, 3, 1) (174,) (6, 3, 1) (6,)
(174, 3, 1) (6, 3, 1) (203,)
shapes coming
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mariadb-10.1
nmax: 3.44444444444 , nmin: 0.0 , normalizer: 3.44444444444
Actual number of vulnerabilities - next 9 months :21.0
Predicted number of vulnerabilities - next 9 months :24.9283561707
LSTM rmse: 0.4115783538782114
Average rmse: 2.741616476706725
Weighted average rmse: 2.741616476706725