diff --git "a/merges.txt" "b/merges.txt" --- "a/merges.txt" +++ "b/merges.txt" @@ -1,9157 +1,10602 @@ #version: 0.2 - Trained by `huggingface/tokenizers` Ġ Ġ -= = _ _ -== == += = __ __ +== == ĠĠ ĠĠ -____ ____ -==== ==== i n -a t Ġ t -Ġ - -a l +a t e r -ĠĠ Ġ +____ ____ +a l +==== ==== o n +Ġ - +ĠĠ Ġ +o r +e n +Ġ a l o +e s +Ġt h +Ġ s +r a Ġ 0 -a c -e n -o r +e l s s -r e -s e -s t +Ġth e ________ ________ -h e -ĠĠĠĠ ĠĠĠĠ -Ġ a -lo ss -\ " -v al -Ġt he -Ġ 1 -Ġ = c h +r e +u t i on -d e -i m -======== ======== -r a -Ġ val +ĠĠĠĠ ĠĠĠĠ in g -ĠĠĠĠ ĠĠĠ -p o -l e -u t -u r -a r +s t +lo ss +l a +Ġ = +Ġ v +s e i t -ac c -0 0 -Ġ f -Ġ s +i m +Ġ 1 Ġ o +\ " +Ġ f Ġ c -l a -Ġ p +Ġ d +l e +Ġv al +o d Ġ m -g e -________________ ________________ -r o -Ġ 2 -i s -i c +======== ======== +p o +Ġ in +a r +ĠĠĠĠ ĠĠĠ Ġ w e d -po ch -Ġ [ -e p -ur ac -Ġ in -urac y -Ġ loss +c t +i s +Ġ p +c c +Ġ b a n -acc uracy +p ut +0 0 +e t +r o +Ġt o en t -Ġ d -i z Ġ ( -at ion -o de -e s -Ġ n -E poch -Ġ b -st ep -Ġt o -m s -at e +i z +a s +Ġ 2 Ġo f +Ġ n +________________ ________________ +at ion +e p +Ġ [ +y er +p e +i c +od el +c y +n d +Ġ loss +po ch at a -p ut +a m +la yer ra in -n d -Ġ se -a ge +at e +cc u +ccu ra +a g +u r +ccura cy +u m +k er +Ġ e +i l +h a +E poch +i g +Ġ 3 +i d +m s +st ep +Ġa nd +el f +o m Ġ[ ================ ======== ==== Ġ[================ ============ == ] Ġ[============================ ==] -a m -Ġ e -Ġ 3 -l f -a p -a s -er s +at ch +Ġ layer +im ag Ġ re -ode l -u m -im age -i l -la y -e l -c t -e t -Ġa nd -ĠĠĠĠĠĠĠĠ ĠĠĠ -c e -o m -i g -- - -Ġse lf -iz e -a d -Ġ 6 -k er -i d -u re on e -Ġt h -________________________________ ________________________________ +ker as +a ccuracy +en s Ġf or +a d +iz e +ha pe +Ġ is +Ġ u +Ġ T Ġt f -Ġ # i v -p le -se t -at ch -Ġ T -Ġ u -lay ers -on v -or m -o t -1 0 -5 0 -Ġ \" -Ġ 4 -ata set -( ) -ap e -en s -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ -Ġ is -. . -u l -ic al -N one +o l Ġm odel -Ġ h -t rain -Ġt rain +ĠĠĠĠĠĠĠĠ ĠĠĠ +Ġs elf +p l Ġ g -ate g -p ar -1 8 -) : -s ize -o l -s h -ker as -Ġ de -\" ) -ateg or -Ġ 5 -9 0 -ategor ical -Ġ image -at ure -e st -in t -Ġ st +u l +c e +r es al l -lo w -am ple -la b +( ) +Ġs t +ct ion +o t +or m i f -i st -e ct -re d -d ing -Ġ layers -1 2 -e x -p l -e ature -par se +N one +. . ig h -c ategorical -) , +u e +Ġ # +- - +t s +e f +Ġd ata +Ġ 6 +ens or +p le it h -a b -q u -Ġ accuracy -t o +h e +c k +> > +on v +) , u n -Ġa s -ens or -t h -ro m -c o -ac t -1 5 -= \" -Ġ x -lab el -ra n -\" , +________________________________ ________________________________ put s -â ĸ -âĸ Ī -m b -âĸĪ âĸĪ -o w +t rain +d ata +es t +Ġt rain +Ġ 4 +imag e +e x +d i +a b +se t +Ġ y +s ize +1 0 +Ġb e +Ġw ith +t h +5 0 +lo w +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ +q u +la ss +Ġlayer s +) : +ate g +ic al +Ġa s +t o +Ġ h +d ing +in t +Ġ \" +i st +er s Ġw e -Ġ v +Ġ 5 +ateg or +i al am e +Ġ I +p t +p ar +il l +la b +m odel +ategor ical +ro m +v al +e at +n el Ġe x -Ġw ith -p er +1 8 +Ġ x Ġ l ur n -ge t -or t --- -- -la ss -igh t -u e -2 8 -m ent -d s -en er +] , +) ) +ra n +9 0 +c od +p er +par se +1 2 +es s Ġ C -3 5 -2 0 -c k -] [ -9 6 +Ġth at +Ġo ut +u re c on -m odel -2 5 -sh ape -i le -il l -p e -d ata -1 7 -d er +o u +Ġw h +lab el +c ategorical +o w +e ct +a x +Ġ A +Ġ on +Ġ or +Ġ keras +) . +s hape +am ple +d s +en se +1 5 +a cc +m b +Ġa ccuracy +p re +b atch +3 2 Ġ * -Ġ 7 +Ġin put +Ġ S +m ent +i le Ġn um -p ro -9 8 -mb ed -) ) -Ġ 8 -a k -1 00 +or t +\" ) +Ġs hape +Ġt ensor +Ġc on Ġre t -Ġ im -v i -p ort -Ġ keras -Ġ ) -I n -Ġ A -Ġret urn -a x -Ġb e -p at -it y -f f -Ġ S -l u -n um -Ġ y +Ġ it +en er +iz er l y -i r -________________________________________________________________ ________________________________ -eature s -en se -r i -Ġp ro -Ġ on -Ġ en -ion s -] , -________________________________________________________________________________________________ __ -Ġd ata -ener at -ic t -orm al -d im -re s -ex t -( \" -Ġs h -Ġth at -Ġc on -i al -p t -1 6 +p ro +la r +r ue +v e += \" +k e f orm -2 6 -lo ck -Ġ it +Ġret urn +ct iv +t f +ar g +Ġp re +\" , Ġa n -mbed ding -iz ation +Ġu se +â ĸ +âĸ Ī +Ġw ill +i r +igh t +âĸĪ âĸĪ +d im +imag es +>> > Ġtrain ing -Ġ acc -se lf -v e -2 4 -3 0 -Ġd ataset -5 6 -9 7 -b atch -t er +Ġs e +e an +a p +Ġ im +Ġ 7 +2 8 +p y +it y +mb ed +-- -- +Ġ image +2 0 en ce -f low -o u -Ġs parse -Ġw h -co der -1 4 +Ġ at +9 6 +p ort +ctiv ation +p at +Ġp a +Ġ en +layer s +3 5 +v er +] [ +2 5 +o ut +Ġth is +1 00 +Ġb atch +n um +Ġ 8 +Ġc lass +Ġ lo +iz ation +orm al +ur es +1 7 ab le -as k -i p -9 3 +igh ts +9 8 +w e +ch an Ġ R -.. . -ensor flow -Ġ + -d ataset -e an Ġs u -lay er -o ut -Ġu se -a y -po s -red ict -1 3 -ce ss -Ġth is -Ġo ut -ran s -3 00 -Ġ at -Ġ Ċ -ar n -n el -t est -Ġf rom -n e -c onv -Ġ le -m o -in e -Ġ1 0 -7 8 -3 2 -p y -00 00 -9 4 -ra m -d i -ĠĠĠĠ ĠĠ -6 4 -0 4 -u g +as k +Ġp ro +am pl Ġ ' -Ġde f -7 5 -iz er -Ġ M -iv e -Ġ N -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ -Ġ P -ct ion -9 5 -an d -t f +.. . +Ġd ef +Ġ po ul t -iv ation +ener at +f f +s elf +I n +y pe +e g Ġa re +eat ures +r i +Ġ ) +st an +a ck +6 4 +Ġf rom +ar n +t er +f low +in put +Ġ D +in e +Ġ res +Ġ r +mbed ding +chan nel +a ch +Ġc an +Ġ le +ex t += ( +________________________________________________________________ ________________________________ +Ġ + +ag e +it s +________________________________________________________________________________________________ __ +Ġout put +Ġu s +i p +1 6 +Ġ N +lo ck +c ess +Ġ " +cod er +Ġ M +2 4 +t est +Ġ al +ran s +Ġst r +Ġa cc +Ġdata set +v i Ġc om -ar get -Ġin put -u p +g e +( \" +u st +al se +Ġs parse +Ġ F +r ic +u d +in puts +Ġ1 0 pt im +Ġ if +od e +in it +1 4 +ampl es +3 0 +7 8 +un ction +ra nd Ġc onv +in d +channel s +] ) +c lass +u lar +Ġ P +an d +et ric +ĠT he +5 6 r int -in put -ac k -Ġ act +ra y +Ġin puts +Ġa r +ĠĠĠĠ ĠĠ +ut ion +u p Ġ label -ar y -b lock -r ue -st an +Ġb y +ra m +arg et +2 6 +iv e +arn ing +ĠĠĠĠ Ġ +er e +c onv +9 3 +m o +t ype +Ġs h +rand om +9 7 +en d Ġn e -âĸĪâĸĪ âĸĪâĸĪ -it s -v er -de f -Ġp a -y pe -Ġ1 6 +Ġ L +1 3 +Ġn ot +D ense +ent s +or e +c om +Ġn p +to p +u g Ġa x +3 00 +9 4 +ker nel +0 4 +d ef +Ġa ctivation +00 00 +b ack +ar d +f er +ar y +Ġe poch +data set +f rom +a k +T rue +c l +M odel +Ġ images +or y +Ġy ou +Ġ3 2 +9 5 +lo at +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ +7 5 +C onv +o ul a se -s parse -Ġ I -c lass -Ġm o +w or +================ ================ +h is +Ġf unction ormal ization -7 6 -w e -Ġt ensorflow +p a +o ur +po ut +ro pout +o c +Ġ1 6 +Ġtensor flow += " +Ġd e +( [ +" , +' , W e -] ) -Ġ D -Ġ r -al se +s parse +ar t +eat ure +Ġval ue +b lock 0 8 -j ect -Ġre s -Ġimage s -3 3 -Ġu s -Ġp re -ac h -Ġ lo -Ġ3 2 -c y -Ġw ill -4 5 -c he -f rom -ample s -2 7 -Ġ al -Ġc an ----- ---- -ar d -Ġn p -arn ing -C onv -Ġto p -c om -or y -4 6 -f eatures -Ġ or -ra nd -9 9 +c al +re d +7 6 +all back +id ation +l en Ġ { +ra di +r el +t ensor +a yer +id e pat h -r ic -in puts -lo t -po ut -ro pout -Ġc lass -================ ================ -po int -l en -er e -t ent -to p -) . -Ġ / -or e -= ( +b er +i se +âĸĪâĸĪ âĸĪâĸĪ +9 9 +Ġ ha +po s Ġ6 4 -l t -Ġ1 28 -Ġb atch -Ġ L -6 2 -image s +Ġ / +re ate +Ġto p +t ent +Ġn ame +ation s +ran ge +ol ing +Ġwe ights +d d +Ġ None +3 3 +ĠI n +oul d +In put +r ate +pt ion +Ġ G +Ġin t +2 7 +ad ding +4 5 +Ġm o +u al +u ff +Ġm a +---- ---- +Ġ O +ptim izer +f eatures +Ġ1 28 +m ax +et h +ol ution +ect or +4 6 +Ġus ing +o s +st r +i es +Ġe ach +pro cess +T he +u s +Ġ E +Ġex ample +L ayer im g im port -u ff -or k -en d -f er -u al -et ric +Ġ2 8 +Ġu n +g um ĠĠĠĠĠĠĠĠ ĠĠ -p h -c ode -in it -35 2 +Ġt est +etric s +Ġs et +f ig +rel u +p pl +at ed +i ch +di ction +lo t +Ġd type +con stan +6 2 +Ġ Ċ +Ġf il +ir st +Ġ B +s h +t ra +j ect +' s +N et +s o +c es 3 8 -ĠT he -rand om +rans form +g th +pe c 4 0 -d u -ar t +p rint ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ -Ġe poch -5 00 -Ġ if -T rue -rans form +ic es n g -re ate -Ġ G +Ġp er ug ment -Ġ F -ra y -Ġp lt -pos it -ra di -Ġ2 8 -2 2 -[ \" -Ġt est -radi ent -Ġ layer -id ation -6 6 -i se -k e -ation s -r ate -t ype -ker nel -p re -' , -c all -p a -Ġn ot -4 8 -ran ge -ut ion -Ġ i -Ġb y -vi e -3 7 -in d -a ve -b er -p rint -con stan -ĠĠĠĠ Ġ -ak e -5 9 -b o -c al -h is -7 0 -p ng -M odel -D ense -Ġact ivation -u d +Ġp l +________________________________________________________________ _ Ġ 9 -constan cy -Ġs o -ptim izer -G enerat -t r -15 7 -p lot -Ġ1 1 -ight s -st r +all y +Ġ one +Ġin d +35 2 +u es +lo g +wor k +5 00 +t a is c -3 9 -ic es -Ġus ing -Ġp er -i es -Ġ ch -id x -5 5 -Ġ E -Ġim port -Ġc o -Ġsh ape -w ork -ay er -2 1 -pro cess -2 00 -a st -n ame -3 4 -g th -m ax -________________________________________________________________ _ -s o -re lu +Ġ channels +we ights +r or ot h -Ġa d -ect or -i x +Ġwh ich +Ġpl t +e m i b +) ( +i ed +n ame +f loat Ġf eatures -Ġe mbedding -ist ory -Ġ1 5 -Ġex ample -p s -1 9 -3 6 -L ayer +Ġha ve ] . -u s -b ack -7 7 -m ask -Ġn ame -label s -Ġ B -e m -et work +i x +6 6 +p s +2 2 +u il 8 4 +p ile +5 5 +pat ial +in ary +a st +out put +Ġ i +Ġ kernel +Ġw or +p h +di ct +3 7 +Ġ K +at ing +Ġm ask f or -tent ion -0 9 -Ġ he -T he +Ġim port +oc ab k en -o s -t ext -at ed -iv es -o c -8 6 -e mbedding -a in -de x -0 5 -pl it -at or -Ġin puts -ol ution -[ : -Ġp redict -i ch -etric s -8 5 -In put -Ġt arget -at ing -Ġ : -lo g -a e -Ġ None -lo r -res ent -4 7 +vi e +it ion +Ġval idation +Ġp adding +qu ence +Ġg et +p ng +ar i +Ġ he +Ġm ean +1 9 +lo ad +pec if +[ \" +Ġt arget +la st +ri b +tent ion +Ġst ep +m ask +o o +ad d +7 0 +Ġ all +ist ory +Ġt im ow n +Ġ1 1 +G enerat +id es +Ġh as +3 4 +form at +at or +Ġ2 0 +Ġlo g +5 9 +pl it +Ġm ax +b ject +m at +et work +Ġax is +e ction +ĠT his +3 9 +ult i +Ġout puts +Ġuse d +an t +( ( +Ġ ch +ke y +15 7 +Ġa ppl +F alse +constan cy +Ġe mbedding +ĠI f +Ġd im +id x +2 00 +it ial +ul ts +allback s +Ġs im +pre d +Ġs ample +ple ment +Ġle arning +Ġs ame +d e +Ġb et +iz ers +res ent +2 1 +3 6 +t r +Ġg enerat +e mbedding +u ction +Ġ range +label s +i as +Ġs ize +ro ss +Ġn o +ens ion +cl ud +8 6 +Ġf eature +arg s +Ġclass if +8 0 +id th +d a +Ġs a +7 7 +p lot +Ġval ues +g ular +at es +Ġc all +in al an ce -lo ad -Ġ2 56 -Ġse t -m ap +m ean +Ġ1 5 +8 5 +Ġ U +ar ray +iv es +init ial 1 1 -i o -Ġ get -che s -A T -Ġst r -n ormalization +T rain +e poch +Ġs pecif +train able +[ : +er as +Ġc ol +0 5 +m a +0 9 +a ult +w ard +gum ents +ra ph +Ġon ly +en coder +Ġa b +po int ot al -Ġval idation -Ġu n -an t -Ġs im -Ġwh ich +Ġint eg +i re +Ġs o +Ġin to +Ġlabel s +Ġu p +k w +se d +Ġre p +kw args +lo b +er t +Ġl ist +Ġc reate +4 7 +__ ( +Ġwh en +Ġf ol +ct or +ig n +. , +Ġo ur +Ġ2 56 +qu ent +c a +Ġ : +2 9 +Ġsh ould +N N +Ġs amples +Ġl en +Ġepoch s +ĠK eras +i lar +u ce +ĠT ensor +val u +Ġ W +n e +o x +ra ms +loss es +ep th +Ġd o +f t +Ġt ext +Ġ2 6 +Ġpa ss +process ing +P o +t arget +r im +Ġin clud +n ormalization +Ġ* * +A T +s um +ic ation +com pile +00 0 +Ġ z +Ġa dd +Ġv ector +ata set +p on +p ing +ic e +R e += ' +i o +Ġ random +Ġ1 3 S I -Ġ range +t ext +on g 12 5 -p redict -\" \" -Ġo ur -Ġout put +Ġnum ber +t rue +2 3 +F or 0 7 +d er +\" \" +Ġm etrics +4 4 +Ġs patial +eg at 6 5 -g s -at h -u il -Ġ po -en coder -Ġ1 3 -ad ding -2 3 +c at +m ap +Ġm ore +ust om +radi ent +diction s +8 7 +Ġy our +ur r +c o +Ġd if Z E -in al -R e +n p +n ess +se ts +Ġp rint +urr ent +i er +we ight += [ +Ġ == +Ġdim ension +t ers +is ion SI ZE -Ġ In -ne ss -w ard -c es -Ġe ach +Ġ ` +Ġen cod +Ġstr ides +rim in +p atch +u b +Ġ k +isc rimin +val ue +g et +Ġn etwork +ta in +ocab ular 18 62 -o ise -val u -Ġ2 6 -Ġax is -8 7 -' s -r im -de s -Ġf eature +' : +o ptimizer +le d +ro w +Ġconv olution +iscrimin ator +ocabular y +f it +quent ial +Ġc or +Ġd ist +Ġb uil +Ġar ray +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠ +et urn +num py +5 2 +8 8 +c ol +Ġ key +ĠD ef +eth od +Ġ2 3 +t al âĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪ -ra ph -in ary -z ip -Ġt ext -Ġa r -il ar -( [ -N et -ple ment -Ġg enerat +lob al +Ġsu b +Ġ . +Ġdif fer +c all +d ense +Ġf ile +ver age +Ġin itial +Ġpa rams +s ample +Ġt a +Ġ1 4 +cal e +Ġ â 1 18 -4 4 -Ġh ave -pl y -( ( -5 2 -T rain -is ion -u st -g at -p ile -if ic -e poch -l at -Ġf il M A -Ġ all -lo at +Ġfol low +() , +Ġlo ad +radi ents +k ens +l at +S e +j ection +ĠT rue +un t +Ġim plement +Ġsu per +w o +Ġ __ +ab il +we en 18 9 -F alse -t arget +r it +en ces \" : -Ġ2 0 -ig n -) ( +iz ed +ĠĠ Ċ +ot e +Po oling +f n +at h +uff le +Ġbet ween 5 3 -8 8 -out put -Ġ â -pat ial -er t -Ġ2 3 -Ġ kernel -Ġs ample -Ġin t -ic e -ĠT his -__ ( -in ator -le d -an nel -f ile -y le -pl t -ol ing +n n +Ġo ver sh ow -isc rim -2 9 -ar i -Ġc all -un ction -ri b -Ġ1 4 -iscrim inator +c or +Ġmodel s +Ġse quence +A r +y le +es e +ro py +o p +Ġo bject +Ġne w h istory -m ean -o d -Ġ one -Ġo b -s u -Ġl en -0 6 -t al -qu ence -Ġâ ĺ -c at -c lu -d a -im e -Ġf ol -Ġlabel s -Ġ O -Ġc reate -in ation --------- -------- -Ġval ue -ĠĠĠĠ ĠĊ -code d -A U -step s -oc ab -de d -Ġp adding -ab il -w ar -he ad -uff er -Ġf ile -Ġm ask -ap p -Ġout puts -Ġle arning -Ġepoch s -8 0 -ra ms -00 0 -Ġn ode -ap t -Ġ2 7 -t ensor -Ġa p -Ġ2 2 -Ġy ou -ransform er -f n -f ig -Ġs ize -ro ss -Ġd type -ĠR e Ġ We +Ġf irst +un its ak y -or d -Ġb et +Ġrep resent +a ctivation +f il +pl t +ind ex +uff er +Ġinclud e +Ġ H +Ġm ethod I m -i de -o k -se d -Ġm ax +s plit +ro p +ent ropy +Ġ qu +ou nd +L U +M ean +er ror +s ame +in ation +Ġcom put +p la +he ad +-------- -------- 6 7 -Ġ random -Ġn etwork +f ile +ĠĠĠĠĠĠĠĠ Ġ +Ġâ ĺ +4 8 +pe ct +Ġst ate +len gth t t -mo oth -uff le -Ġ . -Ġ == -th er -17 6 -c c -Ġcon t -A d -r or -in dex +v ed Ġa ugment +Ġo ptimizer +Ġdiffer ent +T his +tensor flow +n o +u le +Ġ2 2 +A U +qu a +i ent +Ġ V +th er +Ġ2 7 +ine ar +Ġ j +re gular +Ġ1 2 +Ġ el +Ġp atch +d ate +Ġpo s +class es +6 0 +] ] +c allbacks +ut il +Ġm at +Ġm ulti +mo oth +P U +i ke +ut e +Ġnum py +Ġal so +ĠĠĠĠĠĠ Ċ +M ax +th on +================================ ================================ +l es +Ġwe ight +ransform er +a y +Ġc l +ĠR e +6 3 +is ual +Ġb lock 9 2 -ar ray -Ġd ist +Ġb ut +D ataset +d ropout +g enerat +w ise +Ġ1 8 +ram et +Ar guments +el l +ig inal +Ġse ed Ġim g -T O -ul d -Ġsu per -Ġm ore -ult i -o ptimizer -s ample -Ġh as -a u -train able +Ġsu ch 0 2 +er y B atch -p resent -Ġ1 2 -\") ( -Ġu p -radient s -back s -i re -Ġ1 8 -Ġin to -Ġsu b -n p -n n -s plit -Ġst ri +r y +el y +out puts +L e +Ġto ken +stan ce +Ġhe ight +ross entropy +S T +c ent +f ul +st ate +T O +Ġs c +le arning +res hape +val id +Ġpro b +Ġtim e +F low +u ple +Ġt wo +ep s +z ip +e ck +s amples +Ġ % +Ġw idth +17 6 +Ġsim ilar +Ġ _ +I N s mooth -Ġpa rams +Ġin ter +ap pl +pos it +initial izer +E x +m etrics +Ġv ari +\") ( +Ġit s +Ġan y +rib ution +/ / +v g +in ts +Ġwh ere +6 8 +N ormalization +o ptim +ram e +Y ou +ing le +Ġen coder +ĠF or +ind ices +eth er +Ġper form +Ġh ow +: // +u ct +Ġth en +res pon +Ġappl ied +Ġto tal +() . +.. .. Ġ\" \"\" -Ġd if -is ual -we ights +ĠI t +Ġen d +b s +b ias +st rain +Ġc o +Ġm ap +Ġn ode +train ing +ĠĠĠĠĠ Ċ +Ġne ed Generat ing Ġâĺ ij -ĠĠĠĠĠĠ Ċ -b abil -w o -st er -is ode -Ġ _ -M ean -s qu -6 3 -Ġuse d -6 0 +. ], f eature -f loat -ad d -ject ion -g er -Ġs amples -um ination -ke y -= [ +Ġse e +Ġcor respon +d f +ĠĠĠĠ Ċ +ĠF alse +ĠTensor Flow +or s +ep t +Ġg ener +red uce +p end +ou s c s -\" ] -Ġb o +Ġb inary +12 8 +Ġcon s +ust er +Ġr un +4 2 +C H +f ter +um ination +ampl ing +Re LU +7 9 +Ġf a ill umination pos ure -/ / -un t -Ġen coder +7 4 +T ensor +v ing +ĠĠĠĠĠĠĠĠ ĠĊ +Ġin st +Ġ3 0 smooth ness -d ropout -ram e -g enerat -t ers -Ġto tal -ir st -com pile -len gth -uil d -ific ation -Ġv ector -ind ices -: // -Ġs c -iz ed -Ġre present -d f +optim izers +D ropout +Ġpro cess +Ġstr ing +ption al +a ults +n ormal +Ġm in +() ) +di r +ft max +am es +Ġind ex +3 1 +r od +Ġclass es +log its +u se +u nd +\" ] +0 3 +f irst +p ad +ra ct +po se +fer ence +Ġclassif ication +0 1 +l ist +v a } \") -ĠĠĠĠ Ċ -put e -f t -Ġ qu -Ġdif fer -4 3 -D ataset -Ġfol low -at es -iz ers -Ġb lock +er os Ġmo vie -6 8 -u ce -Ġ H -() , -un its -4 2 -Ġsim ilar -Ġ U -================================ ================================ -Batch N -7 4 -7 9 -p red -Ġ point -id th -I N -P U -at ches -lo b -Ġp rint -Ġd o -class es -k ens -Ġ __ -at io -le arning -7 3 -C H -L U -o p -Ġs ense -Ġ ro -it ion -Ġper form +* * 5 4 +7 2 +im ent +at io +Ġs ingle +Ġc al +Ġfollow ing +is ode +om e +ĠN um +0 6 a ugment -d ate -g re -ig inal -s um -Ġ ` -ĠĠĠĠĠĠĠĠ Ġ -Ġs ame -we ight -Ġad d -Ġ j -Ġse ed -cal e -a v -f it -Ġ k -Ġm etrics -all y -app end -p ing -z er +h en +i a +Ġg raph +train ed +Ġtrain able +ax is +Ġinteg er +R es +Ġ1 00 +() ( +qu ences +con fig +b uffer +Ġth an +Ġ[ ] +b inary +p ha +Ġt rans +ĠI m +gum ent +ix el +valu ate +c ision +q ue +at tention +ap pend +eturn s +" ) +c ed +ic ient +ur ing +step s +Ġar gument +Ġma ke +Ġthe m +Ġm an +5 8 +A N +L o +Ġd ropout +ĠC reate +7 3 +Ġd et +Ġb ase +ut put it le -Ġs p -Ġnum ber -c ent -am pl -if i -ram et -L e -a g -r it -3 1 -D e -Ġ K -ap er +Ġc ustom +Ġg o +k up +m on +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ +Ġembedding s +cat en +C on +r ror +t otal +po ol +Ġcon tain +pro b +[: , +Ġ3 6 +ĠC om +pre dict +Se quential +P I +Ġs ense +id ual +Ġex amples +Ġmean s # # -o uld -Ġ V -Ġ W -Ġ la -ac e -Ġb ase +m all +t en +ur al +Ġst art +Ġpro v +ĠL o +Ġfil ters +embedding s +4 3 +s qua +Ġo ther +Ġh igh +Ġl at mo vie -str u +ib le +" . +n ot +n egat Ġf alse -Ġo ptimizer +Ġd epth AU TO -0 3 -7 2 -f il -n oise -po se -[: , -annel s -E S -b uffer -Ġt e -Ġa b -red uce -Ġcon s -Ġdiffer ent -t otal -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ -Ġb ut -' : -L o -p ad -t ensorflow -or s -Ġwe ights -5 8 -D ropout -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠ -ent ence -ĠT ensor -ul ar -Ġres ult -P o -c ision -s ame -en ces -0 1 -A N -p atch -Ġ1 00 -i ent -o ur -Ġ posit -ĠĠĠĠĠĠĠĠ ĠĊ -Ġim plement -Ġlo g 5 7 -l ine -val ue -ro py -12 8 -ut il -\") , +Ġt e +er o +Ġa d +Ġre d dim s -ne gat -Ġstri des -Ġbo x -at tention -Ġf unction -ampl ing -E R -Ġm at -iv ers -() . +ri x +re e +cod e +ind ow +row s +P re +ro und +per iment +Ġres ults +Ġr ate 7 1 -l ip -ou nd -process ing -Ġembedding s -embedding s +Ġ last +ent ence +Ġgenerat or +epoch s +no ise +I f +L E +le an +ab les +Ġle arn +Ġsa ve +regular izer +t ing +el ine +im e +lab le +A R +a ve +f a Ġ2 9 -ent ropy -l ist -p th -Ġt wo -et h +own load +abil ity +A d +D iv +res s +Ġpo int +Ġpo oling +pa re +8 2 +E rror +\" ), +Ġc ase +Ġd iscriminator +Ġcon fig +E R +Ġb ias +Ġb ox id s +data sets +to ken +Ġpre dict +Ġstep s +ĠIm age +Ġ1 7 +Ġl ike +Ġpa per +Ġf loat +Ġc re +cod ed +pla y +Max Pooling +i e +is play +ers ity +Ġbuil d +lo ud +Ġv ocabulary +it ies +Ġst and +([ [ +u di 18 7 -qu ent -Ġon ly -ivers ity -d ense -Ġm ean -ou s +ĠA PI +Ġcol or +v el +Ġ2 4 +Ġat t +Ġat tention +and om Generat ed -u nd -Ġ % -ur al -we en -ĠL o -Ġco lor +ramet ers t itle -on g -num py -D iversity -Ġ step -er ror -Ġ3 0 -() ( -Ġg ener -Ġpro cess -ĠD e -a re -o b -o ptim -ro p -Ġin st -Ġto ken -Ġmodel s -ĠR et -Ġbet ween -8 2 -f ul -r y -Ġm in -Ġ[ ] -pl ic -per t -Re LU -ul ary -c ed -Ġ1 7 -ur r -Ġsu ch -ocab ulary -A R -Ġb inary -Ġse quence -Ġ3 6 -act or -Ġex amples -ĠN U -8 1 -m at -m etrics -p ect -om e -ĠC reate -pa re -ix el -rib ut -T his -d ir -l ib -p on -st ate -ra st -Ġh ow -to ken -Ġg raph +ut h ut or -Ġd iscriminator -um ber -Ġ* * -Ġit s -epoch s -urr ent -N N -im ent -it ies -Ġd ropout -Ġe l -Ġg o +ĠC on +c ept +ch it +Ġc a +y ing +re ad +Ġma e +Div ersity +. ] +9 1 +k s +Ġt ak +Ġm ode +Ġin stance +Ġfor mat +Ġ4 0 +to kens +Ġor der +Ġpre dictions +Ġperform ance +U N +Ġthe ir Ġ5 12 -ud ent -S N +Ġor iginal +Ġta pe +chit ect ] : -Ġf irst -Ġo ver -is p -id ual -train ing -it ial -Ġd im -Ġ4 0 -co lor -Ġl ist -di o +e c +l ib +Ġt uple +Ġre ad +Ġlo o +sh uffle +b o +p es +z eros +Ġo s +Ġg radients +ect ed +tt ps posit ives -3 13 -U N -er y +8 1 +n et +Ġd ense +Ġdef ault +ĠN U +our ce +j o +Ġ low +Ġth ese +im um +iv en +Ġim pro +v es +Ġc allbacks ir s -cat en -Ġfollow ing -negat ives -F low -s amples -Ġp aper -ĠC om +a ss +Ġt ransform +ut o +Ġd uring +Ġw as +Ġpre processing +N ote +c ker +en cy +3 13 +la mb +ud ent +Ġar chitect +udi o +S N +S t +T otal +Ġ ro +Ġa fter +po oling +Ġp art +head s +strain t +6 1 +w idth +Ġ et +Ġwh ile +ĠM odel +tra st +so ftmax +) ] +5 1 +n orm +po l +ar s +put e +Ġ8 0 vi es -out puts -log its -* * -Ġc or -Ġh igh -su b +negat ives +( " +s ub +Ġd i +Ġel se ) [ 8 3 -R es -S e -c lo -h ape -i ke -v g -ch or -Ġal so -own load -valu ate -head s -tt ps -optim izers -b le -n ot -Ġs patial -4 1 -4 9 -r atio -er v -Ġin ter -Ġ8 0 -Ġle arn -Ġclass ification -u es -ac ker -ro und +s l +ch ed +ff icient ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ -war gs -isp lay -M ax -k wargs -m on +Le aky +6 9 +8 9 +ch or Ġ1 9 -Ġp atch +Ġd es +ver y ram es -> < -e c -t en -Ġt ime -ch ar -46 9 -call backs -Ġo s -Ġm ake -Ġm ae -sh uffle -ramet ers -ĠRet urn -i e -re shape -Ġm an -fer ence +Ġdimension s +Ad am +lamb da +c urrent +m in +Ġ 50 +Ġ2 55 +Ġ[ [ +util s +Leaky ReLU +) ), +4 9 +E mbedding +m ode +r atio +w ar +ra ds +Ġc urrent +ag es +igh b +py thon +Ġmo st +Ġaugment ation isual ize -Ġperform ance -quent ial -6 1 -A ct -b ase -s ign -dataset s -ross entropy -ĠTensor Flow -a red -ro du -ax is -init ial -8 9 -f ter +R eturns +T o +l u +t e +ef ore +per t +ĠS e +ĠR es +Ġthe y +46 9 +generat or +> < +P ro +Ġw ould +ic ations +Ġg iven +ast ype +mat h +A ctivation +m etric +v ector +it ive +Ġm od +Ġ2 1 +ex p +pre processing +c ul +l l +Ġf e +Ġm ust +ĠC onv +Ġfil es +tra cker +ĠDef aults +Ġmat rix +================================================================ = +' t +C ategorical +Ġs mall +pa ce +N um +c re +m ary +v ice +Ġ > +Ġth ere Ġ3 1 +Ġre al +con str +4 1 +E S +F O +en et +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ +Ġv ia ĠT ransformer -lob al -6 9 -m ath -Ġthe m -Ġst and -tr acker +). __ +pro jection +Ġpro jection +ĠM ean +Ġab out +Ġsimilar ity +' ) +R andom +w h +en gth SN R -5 1 -or ds -Ġval ues -ut h -Ġin d -du le +i ence +p ed +Ġa ction +Ġs ome +Ġb ack +Ġn ormal +ol ute +Train ing +AT CH âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +cs v 4 22 -n ormal -Ġ2 1 -Ġ2 4 -ol um -Ġl at -ĠM ean -v el -en cy -Ġo ther -per iment -Ġat tention +Ġ < +ct ory +de coder +Ġgenerat ed +e ad +k ip +s cale +Ġ ent +Ġd ire +Ġp ath +il on +di st +Ġtensor s +str ing ating s -AT CH -Ġel se -P ro -i as -t e -u le -Ġt ape -re ad -ro w -age s -Ġob ject -cs v -L E -re e -he ck -ff ic -Ġor iginal -Ġaugment ation -b n +Ġinteg ers +ign al +Ġarchitect ure +, ), += - +S et +a c +Ġ & +Ġ lar +Ġs plit st art -ur ce -ep t -el l -Ġnum py -Ġne w -ifi er -9 1 -T otal -Ġm ulti -Ġw as -Ġwe ight -pat ches -i qu -Ġim pro -bo x -Ġgenerat or -C on -am es -th on -path s -Po oling -d ist -l ation -m ae -n ect -s l -Ġ 50 -Ġt rans -loss es +Ġo per +ar ly +Ġwh at +ma e +eps ilon +Ġstand ard +" : +b ox +w ith +ic ally +pre dictions +Ġr el +oo lean +Ġlog its +Ġdo es +A dd +b n +Ġa p +Ġw ell +Ġe very +Ġre qu +Ġre gular +() : +Ġtrain ed +Ġex tra vi sed -ver age -Ġsimilar ity -Ġresult s -Act ivation -n et -ra ds -20 21 -ing s -ar ly -Ġst art -to kens -ind ow -Ġpredict ions -le c -Ġ6 7 -Ġth en -mb da -Ġr un -aky ReLU -Le akyReLU +D e +G lobal +v ari +v ocabulary +Ġa ss +stan t +ĠD e +Ġind ices +Ġtim est +patch es +a in +Ġe v +ateg y +Ġcon t +path s +L et T est -Ġ ep -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ -Ġc lu -Ġd ense +g raph +ra w +se quence +Ġclassif ier +Ġspecif ied +Ġencod ed +z e +Ġp rod +Ġ2 00 +ĠS t +20 21 +Ġlen gth +g er +s u +Ġg lobal +Ġun its +Ġch eck +ST M +A verage +al ity im show -Ġ6 8 -con stru -Ġwh ere -ari able -babil ity -rast ive -sign al -v ice -Ġs pe +Ġto kens +Ġn egat +ĠT h +Ġsh ow +Ġma y +ĠO ptional +col or +A M +b ase +n ing +u c +Ġf ul +Ġin ference Ġ2 5 +Ġg u +Ġ6 7 +ĠR NN +rans pose +ĠIn t +ĠG et +fil ters +g radients +h ot +s patial +at ure +ug h +Ġde coder +s ignal +Ġ ] +Ġ6 8 +val idation +Ġex pect +class if +Ġgener ate +d iscriminator +f unction +s ing +re g +re am +po ints +Ġse quences Ġ10 24 Ġ/ / -) ] +Ġno ise +va i : \", -A M -m all -Ġt ransform -al le -Ġthe se -Ġf e -Ġp art -ex p -Ġconv olution -Ġfile s -apt ion -generat or -zer os -F O -S T st yle -Ġre ad -Ġg radients +Ġc ode +Ġb oth +iz ing +Ġwh ether +Ġfil ter +appl y +vai lable +c ast +n ected +Ġt ask +ro up +100 0 +constan t +lat ent +g en +r un +s ave +in ed +Ġa verage +ĠĠĠĠĠĠĠĠ Ċ +it or +if orm +ex periment ill ation -ĠG et -Y ou -l p -s patial -Ġ low +Ġres ult +up date +Ġtarget s +Ġdist ribution +caten ate +squa red +Num ber +' . +G AN +p or +Ġ You +in ce +er ate \" ], -Ġthe ir -Ad am -ĠNU MA -T o -b inary -e led -v ector -Ġ2 55 -Ġn oise -Ġth ere -Ġtrain ed -Ġne ed -E mbedding -i ence -ot e -train ed -Ġtrain able -Ġch ar +Ġst yle +ca use +sum mary ---------------- ---------------- -ffic ient -7 04 +cept ion +ĠNU MA B ATCH -j o -n orm -p isode -er as -on d -en gth -Ġb uild -Ġe t -Ġre al -Ġst yle -lab eled +a ract +is h +Ġb efore +all el +ers ion +ment s +Ġwor k +Ġinitial izer +Ġmulti ple +O N +s on +Ġs cal +od uction +uil d +Ġkey s +Ġta ke +Batch N +7 04 +E n +d epth +Ġ ... +im ilar +Ġo ption +Ġw rit +ro ugh +ol d +In tr +ĠN e ĠP SNR -G AN -u b -Ġ key -Ġt ensor -Ġt ask -Ġa u -Ġm ap -Ġl ine -Ġl ike -ph a -g ular -ch it -Ġin dex -Ġn o +ition al +Ġcl uster +trast ive +Ġnegat ive +Intr oduction +[ - +p isode Ġ4 4 -() ) -Ġlo ad -Se quential +25 6 +Ġred uction +T A +g ed +m l +w er +en coded +Ġs y +Ġs ha +Ġd isc +Ġin form +Ġlat ent +jo in T UN -z e -ĠĠĠĠĠĠĠĠ Ċ -de coder -um er +c ud +Ġm etric +Ġ[ ' +pre f +Ġbatch es Ġ) ( -Ġfil ter -alle l +def ault TUN E -b ias -s il -Ġst ate -qu ences -Ġen coded -Ġpa ss -ast ype -ib le -Ġint e +t ed +as es +pre process +oth er +Im plement +appl ications +Ex ample +bs er AUTO TUNE +Ġinform ation 4 93 -e ss -po oling -Ġp atches -Ġin c -Ġde coder -ect ure -ex posure -Ġat t -and om -Ġcom put -Ad d -ft max -i a -m in -w idth -Ġm eth -Ġw ork -Ġw ell -ed ge -act ivation -Ġen d -Ġsh ow -Ġmo st -ĠF or -Im plement -chit ecture -N ormalization -N umber -t a -Ġ illumination -el y -res ult -Ġclass es +N on +S E +p en +Ġe mbed +Ġ4 2 +ex posure +ĠP a +Ġpatch es +sl ices +' ] +C rossentropy +Ġ ed +Ġ id +Ġs er +Ġf it +ĠS hape +Ġal ong +Ġcorrespon ding +ĠCom pute +fa ctor I M -b e +c rossentropy +g radient +Ġ ke +Ġ illumination +on d +Ġn ext +Ġen um +78 2 +us er +Ġconvolution al +cor d +P y +e mbed g le -s erv -le ct -Ġe mbed -ap ply -Ġth an -ĠA d -Ġpro jection -ĠI m -tr act -Ġfil ters -ster ing -rodu ction -Ġstand ard +l r +Ġw ay +Ġw indow +id ed +ex ec +Ġres olution +Ġsim ple +Ġpass ed +Ġj ust +Ġcons ist Pro cess -lec ule E pisode -S E -S et -g radients -k ip -s c -ĠĠ Ċ -ac he +V al +d w +o g +Ġt em \" . -Ġs plit -Ġin clu -Ġde pth +Ġp ixel +an ced +et ch +pl ic +res ult +he ck Ġex posure ĠA vg -Ġne gat -us er -ĠRe ward +Ġpre diction +ĠR eturn +Ġcom b +ide o Ġ== > -jo in -d w -d iscriminator -Ġse e -.. .. -In t -ĠN e -Ġar ray -Ġar chitecture -Ġgenerat ed -ok up -Ġ < -al ity -val id -25 6 -Ġso ul -sub plot -Int roduction -e mbed -w er -Ġs ome -ĠP a -predict ions -fil ters -Ġbox es -) ), -c ud -c ast -g r -iv en -Ġact ion -point s -ĠK eras -c ept -f ine -g en -g raph +ĠRe ward +Ġdet a +ĠLo ss +Ġgu ide +on itor +Ġa g +ct ly +Ġ2 24 +he ight +con d +Ġ+ = +Ġal low +Train able +Ġcomput e +Ġcorrespon ds +exp and +Ġenum erate +i que +Ġs oul +Ġs pace +Ġv er +as eline +Ġh ttps +ĠA n +15 63 +eg er +ĠN ote +lat ten +fficient Net +Average Pooling +f rame o ff -ra w -Ġp resent -an ced -Ġwh en -up date +s olute +Ġt ra +ĠĠĠ Ċ +imag enet +Ġsu p +ĠE TA plot lib -umer ate -G E -t ing -re am -ch annels +augment ation +Ġbase d +Ġbox es +Set up +P O +e valuate +l ip +r g +t he +y s +Ġ channel +ĠT o +ĠA ppl +ĠO utput +Ġz ero +Ġev en +__ () +at ive +Ġs cale Ġs entence -an s -ex ec -ĠS t +Ġb ound +Ġn on +Ġre constr +Ġg re +qu al +ist ic +Ġus es +G E +Ġ , +in es +Ġf ound +le c +Ġp lot +Ġdata sets ach er -================================================================ = +ĠN etwork +Ġal pha +rib ute +Ġk n +ĠDef ault +Ġtrans fer +bo se +ĠPa ram Process ing -P O -g ment -t he -Ġ ] -Ġt ak -en coded -Ġc ode -Ġp red -Ġ2 00 -pro jection -Ġen umerate -ĠR es -Ġres olution -pre f -squ ared -caten ate -exec utor -= - -Ġn ormal -Ġre qu -et ch -() : +p u +ch ar +it er +Ġe valu +id d +id er per vised -augment ation -ĠLo ss -Ġgener ate -Ġdim ens -exp and +Ġreturn s +Ġimpro ve +exec utor 1 96 -T A -m up -re ct -Ġa fter -ing le -Ġh ttps -par allel -Ġ+ = -Ġne igh -Ġlat ent -S t -c ord -\" ]. -val idation +T a +a uto +g es +v ation +st ream +it e +Ġd ep +an s +am ma ur l +ĠT rain +Ġg radient +par allel +val ues +con straint +Ġcom pile +ition s +target s +Ġtak es +c loud +m up +Ġ util +re al +Ġc ould +Ġp at +Ġ2 04 +il y Ġ4 9 -Ġst udent -Ġsh ould -che d -call s -h ot -p u -y s -se quence -im ilar -ri x -ug h -). __ -Ġ: , -Ġab out -Ġnegat ive -f rame -g radient -h ere -m ary -Ġ steps -Ġa g -Ġo per -Ġin itial +Ġh ere +model s +)) ) +Ġpa rameters +H ere +L oo +c ore +o b +r ight +Ġ error +Ġt ype +Ġv ery +Ġv ersion +\" ]. +Ġp resent +Ġst udent +Ġbe en +Ġar guments +Ġsh uffle +Ġne ighb +ca y +call s +Ġrepresent ation +generat ed +Batch Normalization +ĠImage Net +Ġ ~ +Ġ ep +Ġth rough +Ġf ine +Ġw ant +Ġ[ ( +Ġloss es +um n Ġ3 7 +di re +ĠL e +ĠIn itial +rib ut +Ġlog s +Ġ: , +g ress +Ġf rame Ġ5 6 -Ġl ar -Ġan y +ĠS tr Ġan chor -rans pose -py thon -bo ur -lat ent -lat ten -iqu e -c ul -m a -p en -st ream -po ol -Ġpro du -ĠI t -rib ution -clo ud -serv ation -s cale -it e -it er -Ġm ust -id d -ĠC onv -generat ed -Ġcons ist -cud a -e ad -re al -\" ]) -ar s +wor d +radient Ta +idd en +radientTa pe +I F +O utput +o f +p adding +y per +ch eck +Ġm atch +et s +Ġu nd +res ize +cl uster +Ġ{ } +Ġhe ad +bser vation +H istory +Ġs um Ġf ig -Ġc urrent -Ġw idth -predict ion -au se -ĠCom pute -Max Pooling -sl ices -L et -b s -v ocabulary -iz ing -pre process -Ġpredict ion +Ġp ip +Ġn ames +ig mo +Ġfor m +ef er +Ġbe cause +Ġl ong +Ġl inear +pre diction +pro p +eg ular +Ġch aract +ĠInt eger +cud a +igmo id +D T +S parse +a ction +v ocab +Ġ chan +Ġst ill +un ing +con cat +Ġde mon +Ġwor d +Ġappl y +initial izers +Ġobject s +war ds +pref etch +Ġke ep +C om +U M +] ], +b le +c ross +Ġc ategorical +Ġd own +Ġ4 8 +ĠA dd +Ġde ep +ne w rit ic -util s -Set up -E n -Ġ2 04 -Ġw or +Ġver bose +Loo kup +" )( +\" ]) +od es Ġ6 9 -Ġv ari -Ġen co -Ġcom b -Ġpre process -[ - -f alse -v ed -ro up -Ġre constru -Ġg iven -ĠC on -stan ce +ith er +un iform +ex ts +Ġpa irs +Input Layer 39 1 -ĠE TA -BatchN ormalization -ribut ions -Ġind ices -ĠIm age -l r -Ġf rame -Ġc al -Ġp lot -ro ugh -Ġn ext -Ġ4 8 -form at -Ġdataset s -Ġch annels -gre ss -## ## +Ġimplement ation +Ġprov ided +f alse +in s +Ġa vailable +ic k +Ġ3 8 +ĠT F +Ġpo ints +Ġwor ds +ĠW hen +Ġload ed +Ġca ption +imilar ity 1 90 -R andom -c le -r g -w ise -Ġt r -re size -Ġthe y -ra d -ur ing -Ġm ay -Ġd s -Ġd own -Ġe v -res pon -Ġwh at -block s -valu es -Ġcall backs -sum mary -Ġep isode -pref etch -b r -l d -n ing +A ccuracy +g or +j son +l inear t ransform +y thon +Ġn ormalization +res h +Ġh el +Ġmat plotlib +## ## +Ġcre ated +G radientTape +i el +o ve +s ide +v ar +Ġs p +Ġd s Ġin v -Ġ3 8 -ol ut +Ġconv ert +block s +ix ed +ĠU p +ath er +Ġgo od +heck point +Sparse Categorical +gor ith +L R +al pha +Ġa udio +Ġo b +Ġf rames +le vel +Ġm onitor +Ġin cre +ro ot +il ation +Ġwith out 15 65 -Ġpro vi -Ġpa irs -so ftmax +ĠD ataset +com m +cl ip fig ure -Ġmat plotlib -initial izer -N on -l l -v es -Ġ ent -Ġf ul -Ġc heck -Ġp h -ro ot -Ġh y -con cat -ĠA p -Ġhe ad -Ġlog its -Ġcor respon -Ġau dio -c ol -f actor -Ġ ke -Ġs mall -ĠT o -Ġv ide -Ġex p -ĠC I -Ġcon tent -Ġhe ight -ariable s -sil on -idd en +Ġspecif y +Ġz ip +Ġpos itive +Ġprob le +Ġdi ct +: ] +c ri +l d +w w +Ġ | +Ġ rows +Ġg ot +Ġit er +Ġen v +Ġlo c +Ġpo ss +ĠB oolean +Ġencod ing +Ġsub class +yper pa +, )) 4 76 -P re -P redict -T H -e ch -Ġt ake -Ġf rames +m ulti +Ġ ! +on es +Ġs ep +Ġs ource +Ġc allback Ġm or -Ġb ack -il y -ct ions -Ġst ill -ĠS hape -Ġcom pute -em per -ĠO ut -Ġimpro ve -Ġke ep +Ġpre cision +Ġencod e +Im age +Ġrequ i +stant i +Ġ204 8 +ĠLe arning +A t +u ally +ĠS et +cal ing +co unt +IN FO +Lo ad +Ġregular ization +classif ier +Ġund er = [\" -e e -f unction -t rue -ĠĠĠ Ċ -Ġe ver +M ulti +S tr +b y +g rads +t y +v ant +Ġn ow +id ire Ġre call -lab le -per pa -Train ing -Train able -Ġcont ain -Ġmeth od -emper ature -C ategorical -U R -c rossentropy -w ith -Ġ > -Ġ util -al k -Ġd isc -Ġg re -Ġy our -Ġpro ble -Ġwh ile -Ġat om -Ġpre cision -pre processing -ust om +per ature +Ġle t +Ġbuil t +Ġinst ead +pol ation +vari ables su pervised -, ), +ĠNe ural 1 12 -n r -s entence +I ter +R efer +U R +c rop +Ġ1 000 +Ġd isplay Ġp e -co unt -96 26 +Ġex p +Ġwh o +Ġcon tent +Ġat om +Ġpo ol +ter n +ach e +our s Ġmo vies -Ġrepresent ation -ĠOut put -0 16 +abil ities +Ġqu ery +ribution s +uct ure +va e +Ġhigh er +idire ction ] )) -c ay -f ore -Ġ zip +g ment +m ed +n r +n ames +s entence +Ġ J +Ġ X +Ġ ], at t -ut o -Ġw ould -Ġ[ ( -Ġ3 3 -Ġre du +Ġa uth +Ġf inal +et a +Ġe as Ġre ward -Ġth rough -ĠT rain -Ġde mon -act ion -Ġsh uffle +pl y +ue Error +Ġh istory +pre cision +96 26 +stan ces +ĠP ython +Ġspecif ying +Ġcol umn +Ġvector s +col s +Ġel e +ramet er +.... .... +experiment al +Ġep isode +IF AR +check point +comm end +C heckpoint +t ranspose +on s +ra ry +se quences +um e +ĠG PU +Layer Normalization 66 66 -I ter -j ac -he ight -Ġp ip +Ġfa ctor +Ġinst all +Lo ss +lec ule +C A +] ]) +m ul +se q +se ed +is es +pe ak +ig its Ġ6 3 Ġ6 6 -ist ic -15 63 -con d -ri pt -ĠL e -Ġchar act -ĠPa ram -Ġ204 8 -e valuate -w w -in es -Ġa uth -im es -ar g -Ġs ingle -Ġc lo -Ġ4 2 -Ġh ere -Ġen code -ĠD ataset -Input Layer -Ġlen gth -Ġla st -Ġinst all -gment ation +ĠC IFAR +py plot +Ġus er +oo k +Ġup d +ca ption +ĠW h +Ġblock s +Le arning +ĠNum Py +ched ule +ĠSe quential +Ġfe w +Ġevalu ation +2 50 +T h +V ector +j ac +m n +s ampling +Ġ- - +Ġs ure +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĊ +Ġne ural +Ġtim es +Ġcal led +Ġgre at +egular izer +idirection al jac ency -E x -b y +0 16 +D ata +G B +L STM +[ [ +e ver h anced -r on -Ġde ep -Ġv ery -py plot -text s -babil ities -Ġbase d -imilar ity -Iter ation -: ] -C A -L R +r id +x t +Ġ @ +Ġ la Ġ Epoch -on s +Ġ idx +on ly ch n -Ġp ixel -Ġto kens -ers ion -Ġv er -ĠA ct +iz es +Ġ3 3 +Ġ3 5 +est ed +Ġpre process +ĠP re +Ġsh ort +Ġcontain ing +Iter ation +' ll +a ved +c lo +g n +i an +i ally +o bject +t ar +Ġv isualize +le aky +00 1 +iv ely +() ([ +ort ed ff n -Ġwh o -Ġpa rameters We ight -Ġal low -pre cision +vie w AT UR -zer o -Ġsp ir +Ġaugment ed LE N -U M -a ult -c i -w s -Ġ idx +Ġlow er +Ġsp ir +Ġob tain +D ef +u ck +w indow +Ġ 90 +ra ble re call -ion al -po l -ic k -Ġse quences -form ation -ĠN etwork -Layer Normalization -Ġblock s -ĠU p -Ġte chn -Ġgo od -Ġclu stering +Ġd el +ĠĠĠĠĠĠĠ Ċ +Ġe valuate +Ġre current +int er +12 3 +Ġle ast +Ġcom ple +em ory +da pt +Ġarray s +Ġman y +Ġcluster ing +Ġsup port +Ġpip eline +resh old Ġauth ors -2 50 -F or -i ed -r atings -v ariables -in ce -le aky -Ġ3 5 +I d +r atings +w ay +Ġ lambda +or iz +ra d +Ġo ptim +Ġb est +il s Ġh is -Ġh istory +Ġpre pare 96 39 -Ġr ate -Ġsim ple -cc uracy -ire ction -Ġsp ace -olum n -ĠNe ural -Ġpip el -. ] +Ġind ic +ĠU sing +Ġup date +Ġte chn +Ġlar ge +ĠStr ing E ATUR -T ape -a i -g rads -t ed -w indow -Ġ @ -Ġ z -in ed +O V +T H +U p +a range +g ing +s ource +w a +Ġ est +Ġa ct +ĠĠĠĠĠĠĠĠ ĠĠĠĠĊ Ġ1 24 -im um -it or +po sed Ġp d -Ġp ath -Ġin formation +am b +Ġ3 4 +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĊ +Ġl ine con tent -pe ak -Ġbe en -Ġpre pare -radient Tape -Ġap ply -Im age -plic ations -Ġcorrespon ding -G radientTape -m etric -v ae -Ġ You -Ġp at -ent s -iv ely -Ġu nd -Ġv ocabulary -ort ed -con t -78 2 -Ġmo lecule -so urce +Ġlo op +Ġres t +Ġab ove +Ġfa ke +ĠRes Net +cul ate +ĠDe ep +Ġ! = +oriz on +D ownload +L P +b it +c allback +s igmoid +t exts +Ġ 96 +er ies +Ġs pe +ĠĠĠĠĠĠĠĠ ĠĠĠĠ +Ġv ocab +Ġval id +as h +ic y +Ġe ither +ĠT PU +ctiv ity +Ġpre trained +Ġse cond +Ġal read +ĠE x Ġdist illation -Ġhigh er +regular izers +Ġcontain s +squa re +Ġful ly +Ġproble m 0 15 -F AR -o o -Ġ id +C reate +e b +e ch +o ard +} , +or ed Ġ1 17 -Ġc ase -Ġm etric -Ġb oth -Ġ3 4 +\" )) +Ġc lo +Ġc ases +cc ess Ġ6 5 -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĊ -Ġv isualize -pro bability +Ġbe ha +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĊ +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĊ +Ġh yperpa +Ġcom p mo vies -Ġconv ert -Ġne ural -Ġor der -cal ing -oth er +ĠL ength +Ġha d +fig size Ġsample d -ire ct -Ġposit ive -cept ion -ĠCI FAR +29 1 +Ġpass ing +prob ability +utor ial 0 14 -D ownload -N ote -t ranspose -Ġ X -Ġ 96 -Ġ edge -st im -la mbda -is h -ĠT F -ĠT PU -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĊ -Ġh ad -ol d -qu al +I G +N ow +c le +Ġt ry Ġv ision -ment s -100 0 +Ġf ar +Ġd on +ar ch +Ġw ere +Ġp ar +Ġb uffer +Ġ( - layer norm -ath er -Lo ss -Ġinc re -bour s +Ġre g +ck pt +Ġ4 6 +Ġ5 00 +Ġpa ir +Ġres idual +ĠL ayer +Ġcall ing +Ġload ing +dire ctory 476 190 -perpa rameters -) } -5 12 +gment ation +/ . +0 90 +5 86 +C T D IM +I t +d own +g reg i T -r un -t ar -x t -de pth -Ġw ay +l ess +Ġt y +er m +re t +Ġv isual +Ġo w +Ġo ptional Ġd l -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĊ -90 7 -Ġpre processing -bo se +Ġbe ing +)) . +Ġuse ful +ir on +Ġ8 6 +ĠD ata +Ġstr ucture +Ġcom mon +for ms +Ġsa ved +__( ** MA GE -Ġap pro -fig size -Ġpoint s -Ġk n +op ping +Ġcomput ation +que e Ġte acher -ĠAd d -Ġrequ i -Ġever y -Ġproble m -Ġver bose -5 86 -A ccuracy -s ampling -__ () -ĠĠĠĠĠĠĠĠ ĠĠĠĠĊ -Ġa ss -Ġf un -Ġf inal -Ġs y -Ġn ow -Ġn ormalization -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĊ -Ġ5 00 -Ġex tract -Ġ8 6 -Ġbe c -Ġle t -Ġpa ir -ĠL ength -Ġso urce -em p -Ġstr ing -Ġaugment ed -Ġj ust -nect ed -ĠAp ply -Ġpipel ine -0 17 -C T -F EATUR -I d -c if -c ore -Ġ ray -Ġc ustom -Ġb uffer -am ma -Ġex pert -14 07 -Ġr atings -Ġres idual -Ġdist ribution -au dio -ee ze -Ġbec ause -L P -g pu -p es -t ain -v ant -Ġ 90 -Ġa v -ar ch -id er -Ġfor m -18 18 -che ck -Ġal pha -Ġ{ } -Ġvector s -ition al -C reate -L A -c or -c cess +sub plot +Ġposs ible +5 12 +C allback +W hen +a udio +g h g an -Ġ zero -on itor -re gular -po sed -Ġc aption -Ġd uring -iz es -Ġb ound -\") ) -ex periment -pro ject -Ġpro ject -Ġle ast -Ġch annel -ix ed -target s +v ars +st d +Ġv ideo +Ġd id +Ġm y +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ġ +Ġ5 5 +Ġlabel ed +ĠE fficientNet +key s +Ġcl ip +Ġprob ability +Ġloo kup +Ġtimest eps +ĠAppl y +Ġest im +amb da +F EATUR +a pt +g pu +ě [ +Ġ ray +Ġd is +Ġre commend +ad am +Ġbe low +Ġdef aults +Ġr atings +Ġstr ide +14 07 +mask ed +ĠU n +Ġab solute +pon ent Ġrepresent ations -av ing -cul ate -Ġev en -Ġund er -G B -N UM -f rames -v ocab -Ġ ... +ĠNum ber +Ġloo k +orizon tal +Ġalread y +quee ze +) > +B oard +N I +c ase +j p +r t +s age +u ch +y n Ġ- > -Ġc ol -ic y -ig mo +ra ction +Ġd rop +Ġm e +Ġp h +Ġb aseline +om ent Ġ4 3 -12 3 ex amples -ĠS e -Ġus er -Ġclass ifier -uil ding -IN FO -Lo ad -ĠDe ep -âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -Ġinclu de -igmo id +18 18 +dim ension +unction al +ĠP ro +back end +Ġspecif ic +Ġmethod s +ĠV al +Ġmap ping +Ġcons ider +Ġextra ct +Ġkn ow +L A _ { -e ver +c i +f rames +h o +Ġt r +Ġs kip +im it +Ġof f +Ġg rads +Ġh and +Ġsu ccess +64 1 +78 4 +conv ert +Ġfunction s +Ġbet ter +Ġmap s +Ġro ot +Ġsmall er +rg b +Ġreconstr uction +ob ile +ĠUp date +At tention +mn ist +N UM +n er +n ection +t uning +Ġ raw +Ġs ince +ut om +Ġb el +00 25 +il ity +Ġg roup +ef f +ff ect +Ġcan not +Ġ16 0 +ĠG AN +Ġhas h +de vice +Ġbet a +Ġnetwork s +Ġvari able +Res hape +Ġpredict ed +Ġtransform ation +vector s +âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +Ġdeta ils +gorith m +Vector ization +Ġow n +) } +0 17 +b est +h ttps q vae +s queeze u ds -Ġ labeled -en et -se q -st ri -00 25 -Ġf ake -Ġs ave -Ġw ord -Ġd is -Ġd id -Ġ4 6 -ateg y -Ġ5 5 +al k +Ġa cross +Ġa dapt +Ġd one +Ġd ilation +Ġp la +Ġp res +Ġex a +ener ate +ĠR egularizer 93 7 -com m ĠĠĠĠĠĠĠĠĠĠ Ċ -Ġtarget s -squ eeze -op ping -Ġla mbda -utor ial +Ġmask ed +add ed +ĠU se +compile d +qua red +Ġdire ctory +string s box es -Ġtak es -ai lable -S parse +Ġconsist s +Ġdemon str +NI ST +jp g +( ' +M S a ug -n o -t y +s ha +s imilarity +t em +t uple +t ime u int -at ched -Ġt ry -Ġ( - -Ġit er -Ġuse s -ne w -ĠP ro -Ġob tain -clu ster -gre g -Ġbase line -Ġvide o -0 90 -i an -m l -m ain -n ames -r ror -t tention -ě [ -er ies -en e +ic s +Ġtf ds +ex ample +ĠC ustom +con nected +ou gh +Ġpo wer +Ġstr ong +ĠO OV +os ine +tra ct +Ġrepresent ing +Ġqu ant +Ġco unt +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ +Global AveragePooling +Val ueError +Ġcharact er +Def ine +way s +. ) +O n +l ike +o ice +o unt +r al +Ġ Q +Ġ ide +in ally +or d +ion s Ġ1 27 -ĠĠĠĠĠĠĠ Ċ -Ġs cale -Ġc ategorical -Ġp ad -Ġd ict -Ġd isplay -Ġe stim +Ġd ownload +Ġu ps Ġg en -Ġg radient -Ġex periment -Ġlo ok -che dule -str ing -Ġdo es -De fine -line ar -ĠLe arning -D ata -O N -P y -c urrent +Ġl ib +90 7 +cod ing +ax es +Ġcon caten +25 5 +100 00 +ĠR GB +ri e +ĠD ense +ext Vectorization +Ġus age +ĠO n +olution al +mat mul +Ġsa ving +Ġ: ] +IN G +Ġoper ations +ĠTh ese +ribut es +0 10 +0 94 +A n +C O +R a d isplay -g or -h en i lo -l ight -Ġ ], -de code +r atch +t ag +Ġ ran +or der +Ġs ampling +Ġs orted +Ġ3 9 +ol ume +() ` +if t Ġ6 1 -id irection -Ġtf ds -Ġg lobal -Ġcom ple +Ġ4 1 +18 0 +con catenate +label ed +ĠA d +Ġcon str +ctiv e +Ġstr ategy pa irs -mask ed -Ġpo ss -__( ** -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ -Ġfe w -Ġenco ding -Ġgre at +Ġmax imum +de code +Ġcol s +================================================================ ================================ +uct ed +Ġlat er +St art +Ġtimest ep +Ġprod uce +cri ption Ġspir it -L am -N ow +' ], +E D O R -P I -j p -v ars -Ġ ac -st d -ĠĠĠĠĠĠĠĠ ĠĠĠĠ -le ction +S top +] ), +g roup +p ip +Ġ epsilon +or g +or iginal +en c +Ġth us Ġf fn -Ġc olumn -Ġm et -ge d -ic s -Ġin ference -Ġb el -Ġe valuate -Ġ3 9 -ap es -if orm -Ġsu ccess -conv ert +Ġc ross +Ġc rop +atch ed +Ġfor ward +ction ary +Ġex pert +Ġcon trastive +Ġlo cal +Ġdef ine Ġle aky -ĠM odel -Ġmo dule +Ġstr ength +Ġcom m +Ġfunction al +99 9 +ces sed +ta ke ps nr -Ġcont rastive -Ġro ot -Le arning +ĠDef ine +activation s +Ex amples ER T -olum e -Sparse Categorical -gor ith -' t -I D +Ġlar ger +Ġser ial +Ġ~ /. +Ġenv iron +T R +a u b one -g h -h ttps -s imilarity +e mb +m y t ransformer Ġ ), -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĊ -le vel -Ġo ptim -ep silon +in ing +Ġth ing +Ġc ell +ar est +ur ation ĠĠĠĠĠĠĠĠĠĠĠ Ċ -18 0 -ener ate -25 8 -vi ron +Ġex t tf re -Ġ16 0 -war mup -Ġbet ter -Ġnetwork s +Ġ7 0 +ĠL STM +ĠO ne +ĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ not ations -Ġmulti ple -Ġconsist s +war mup +wh ere +En coder +PO CH +SparseCategorical Crossentropy Ġpe ak -] ] -c aption -i er -o f -p ed -p ip -p end -t ect +Ġhyperpa rameters +================================================================================================ == +. ]] +2 24 +A E +b r +l ight +p lo +u ced +Ġ ra Ġ 95 +Ġt utorial +al led +st ates st udent -00 1 -Ġf loat -Ġ2 24 -Ġ[ ' -Ġe as -Ġ4 1 -ex pert +Ġf re +Ġin stances +il es un e -Ġv ia -Ġ7 0 -class ifier -Ġi de +Ġ4 7 +Ġle ft +Ġle vel +wor ker ber t -bo ok -Ġpo wer -war ds -Ġimplement ation -row s -fficient Net -Ġreconstru ction -Ġhy perparameters -idirection al -0 94 -M ulti -] ), -g roup -o ice -s ing -t ake -Ġt imes -al pha -Ġa w -Ġs ampling -Ġs orted -Ġin s +AU C +Ġet c +ched ul +Ġmod ule +Ġful l +Str ategy +vant age +aved Model +' re +B uild +I D +L ambda +i k +o led +Ġ ): +er ical +Ġa ch +Ġ1 26 +Ġc ent +Ġm l +Ġm ak Ġb ond -ct ure -Ġ4 7 -ical ly -ex ample -Ġv ersion -Ġpro bability -64 1 +et ad +Ġto g +if ar +if ied +Ġ4 5 +Ġy iel +Ġh idden +Ġex per +Ġl imit +25 8 +ĠR eturns +Ġsu bject +ri or +Ġal ways +ĠIn put ĠB ERT -Ġun its -AU C -Ġsub ject -================================================================ ================================ -IN G -vector s -PO CH +Ġper cent Ġwor ld +Ġcal lable +Ġprov ides Pre pare -jp g -) }\") +fa ke +ie w +Ġent ire +dist ribute +Ġap pro +Ġexpect ed +ĠWh ether +Ġach ie +etad ata +. _ 3 75 -C om -G lobal -f ake -i el -n ode -s igmoid -Ġ | -Ġ ): -on es -Ġ1 000 -ra ble -Ġw indow -Ġn on -ap plications -Ġ4 5 -Ġg rads -Ġwith out -con catenate -ff ect -Ġcom p -Ġal read -str ings -Ġco unt +A l +F latten +S ampling +e v +f re +i am +l or +o bservation +Ġs el +se e +Ġ1 50 +Ġo pen +Ġp ad +Ġe arly +Ġre fer +th is +ĠA r +ile d +Ġpa rameter +Ġr ight +Ġr atio +ĠM NIST +vi ous +Ġax es +ari able \"\" \" -squ are -ifi ed -Ġmat rix -ob servation -Ġdimens ions -Ġdemon str -ĠUp date -vant age -B uild -C O -R O -T R -a ded -r ight -s i -u ple -Ġ raw -Ġt utorial -Ġ1 26 -le g -Ġc ur -Ġw rit -Ġw ords -Ġe valu -int er -Ġl ib -ile s -Ġen hanced -ne igh -ĠN umber -ĠD ata -ĠF alse -Ġ: ] -file s -Ġap pl tt p -Ġconvolution al -ST M -Ġpred s -check point -================================================================================================ == -' ll -0 10 -A D -C rossentropy -H ere -I G -N AM -U p -V ector -m n -r t -r act -Ġ , -Ġ 93 -or der -re t -ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĊ -de vice -le ase -Ġc re -Ġw ant -ed u -Ġb est -ĠT rue -un c -un ing -Ġv isual -Ġex pect -pro be -Ġbe fore +Ġgener al +Pre dict +Ġdi ctionary +por ts +Ġsha pes +Ġpat ience +Ġrequi res +utom at +Ra ises +" ), +) }\") +A D +R O +R NN +d ot +e y +o om +o ver +Ġ 93 +Ġ0 000 +Ġc ur +Ġc ap +Ġm emory +an h +Ġg amma +ĠA U +ĠS avedModel +Ġpre d +Ġpre ds +Ġen hanced +Ġne ver +Ġset s 38 2 -Ġper cent -ĠE x -apt ions +ne ighb +fil es +ĠH ow +Ġsc ratch (). __ +.] ], +Ġtransform ed +ml p +Ġallow s +ĠNetwork s +Ġsep ar +Refer ence +Ġenviron ment +Ġtog ether +, ) +. __ +N AM +R ed +d isc +i ss +i red +t xt +w rit +er ial +ĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĊ +Ġf ind +le g +Ġm oment +res t +Ġst ates +ĠI M +Ġl ess +per cent +96 12 +ver se +Ġpo oled +Ġres ize +Ġwor ks +[: - +Ġab le +co pe +Ġvari ables +strain ts +prob e +Ġoper ation +Ġtask s Ġsuccess ful -A E -D T -E D -H istory -T ensor +lor ot +E POCH T FO -c lip -e val -f in -g ram -l s -s ave -al idation +d type +f o +l ing +t im +on al +Ġa mo Ġ0 00 -Ġf in -Ġf ine -Ġc lip +ut ure +im al +od y an chor -Ġse lect -() ([ -par t -th is +ad apt +iv idual +if y +Ġ6 2 +th ing ĠC T -96 12 -vi de -Ġen viron -Ġle vel -ĠN um -ĠI f +ĠA l +Ġan other +ĠF loat 33 33 -Ġlo c -ĠG PU -vie w -Ġco uld -Ġstr ength -Ġqu ery -ramet er -ĠReturn s -Ġtransform ed -Ġlar ger -En coder +Ġset ting +ator s +fil en +ĠH ere +Ġprocess ing +normal ize +ree ze +Ġorder ing +ass ert +Ġ> = +Ġcheck point +Ġid ent +Ġutil ity TFO p -1 99 +1 35 +A s D E -U C -f o -o ds -r al -s pe -Ġ J +E valu +N ormal +d b +g ram +g amma at om -at map +al one Ġ0 5 -en c -or iz -ra ry -Ġf ound -Ġs um -Ġm atch -Ġ2 78 +Ġ1 25 +Ġd ot +le ase +ct ual is y -Ġd one -Ġd irect -ig in -Ġ6 2 -Ġfor mat -25 5 -ĠS h -dim ens -ou gh -Ġcom m -Ġres pect -ach ie -ĠG AN +ĠT ime +pl its +Ġ6 0 +low er +Ġex periment +Ġreturn ing +Ġpro pert +ri p +Ġal gorithm +ust ers +93 8 +Model Checkpoint +Ġmo lecule +ĠE ach +oo gle AT E -Ġstr ong -ta il -ĠRes Net -TFOp Lam -' ] -. _ +Ġinter polation +ĠLo ad +Ġpixel s +Ġag greg +Ġhel p +Multi H +Up Sampling 0 78 -3 99 -B o -E POCH +B inary G TH -a ss -e mb -n er -u ch -Ġ Q -Ġ achie -re sh +M in +W ith +c ache +at map +er min +Ġa vg +Ġa utomat +ra p re ward -po lation +Ġin side Ġw ar -Ġw alk +Ġ[ - +pe ech +Ġe qual +10 1 +Ġwith in +qu ery +ĠC loud +15 1 +pro cessed Ġse gmentation -ad ata -pl its -di rect -ase d -ĠI M -Ġr atio -for ms -ĠIn itial +Ġen able +ĠL ist +wor ds +Ġde cay +pos ition +Ġmax len +Ġbuil ding +wh ich dist illation -Ġline ar +por al +Ġtra ck +DT ranspose transform ed -olut e LEN GTH Download ing -Ġalread y -oriz on -. __ -A n +eff icient +) ): +1 50 A ugment -E rror -F latten -d isc +c ifar f lat -g ing -m ed -w here +q rt x label -at ive -st ers -Ġo pen +Ġ 94 +Ġ ign +in k +in clud +Ġs ent +Ġs om +ing e Ġc ritic -Ġw ere -Ġof f -ĠT ime -Ġh idden -pl ace -per cent -ter n -ĠR GB -call back -bo ve +is m +Ġ2 78 +Ġ[ " +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠ +Ġex ist +Ġcon nection +arg max +ach ine +com e +dd ev +str ides +Ġtest ing +Ġ9 1 +Ġwor ker +Ġimport ant Ġâĺ Ĵ -Res hape -normal ize -Ġobject s -Ġinte ger -Ġdimens ion -Ġlar ge -rg b -Ġfun ctions +Ġinst alled +prob abilities +Ġdepth wise +ĠSe e +arly Stop +Ġtr uth +arlyStop ping +( - . \") -1 35 -A verage -I L -S pe -b da -d ers -d own -h o -m ul +0 50 +0 20 +3 99 +6 25 +B lock +D NN +I C +M ix +a ke +d ed +d igits +e val +g z +m p +m ar p ixel -y n -} , -Ġ ! -Ġ 94 +r ated +r ating Ġt ransformer -Ġa bove +Ġa round Ġ1 90 -Ġ1 25 -im it -Ġm e -Ġm onitor -Ġd ig -Ġn ames -Ġse cond -Ġre fer -Ġre comm -il ity -Ġu ps -model s -pro babilities -)) ) -ĠA UC -ĠN ote -stan t -posit ion -em ory -Ġset s -key s -Ġcons ider -Ġinst ead +Ġd oc +Ġb oolean +ĠT extVectorization +ce iv +res et +ĠA ctual +Ġreturn ed +Ġse en +Ġpro ject +Ġdef ined +ĠF unctional +Ġun it +ĠTensor Board +Ġadd ed +co gn +Ġkey word +Ġfollow s +Se quence +Ġpos ition +ĠNum py +Ġatt ributions ĠNU M -clo uds -Ġman y -nect ion +Ġnormal ize +Ġextra ction -------------------------------- -------------------------------- -Ġatt ributions -Ġoper ations -ĠAct ual -Ġkn ow +ĠInitial izer +clo uds +object s +Ġexa ctly +ĠAU C leg end -orizon tal -) ): +Ġamo unt 1 17 > .] -M ix -c rop -i k -p la -u cture +S V +T F +U sage +c ap +o se y label -Ġ ~ -in v -or g +Ġth ree +Ġs ign +ch oice +re ating +st m +Ġm ight +Ġb en +Ġe ffect Ġ[============================ >.] -Ġe arly -Ġre size -ad am -Ġ6 0 -20 6 -ĠA PI -ĠS et +atch es +res net +ab s +10 24 +ĠC al +ĠA t +ĠS h ormal i -Ġsh ort -ay s -stan ces +ĠM LP +Ġ{ ' Ġ{ \" -ator s -Ġpredict ed -Ġpo l +os en +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĊ +Ġind ividual +oo v +co un +cor ds +fil ter +file path +Ġvari ance +Ġtak en +Ġscal ar BatchN ormali -Ġtrans fer -Ġspe c -Ġtask s -Ġcharact er -arg max -Multi H -Ġenviron ment +Ġlong er +Ġupd ated +yn am +ĠOn ly +Ġml p % | -. , -0 93 -b est -c ords -Ġ- - -se s -se ed -ut ure +( ** +8 14 +C all +S quared +U sing +c ut +d r +s kip +â Ģ +er g +lo o +re plic +Ġf in +Ġf uture +Ġm uch 00 23 -Ġm y +ro l +Ġn orm Ġ[ \" -Ġloss es +ur ther +Ġg round +Ġst at +ot t +)) ( +ĠA s +pre ds +Ġcon text +Ġpre vious ap ers -Ġre gular -Ġl imit -con fig -Ġreturn ing -lt a -Ġ28 3 +pat ible +num ber +ach ed +and alone kernel s -Ġstr ucture -Ġup date +pos itions +eth ing +us al +us ion +ĠE mbedding +Ġ28 3 +Ġ9 2 +Ġfol der +Ġrandom ly +cor es Ġ_ , -pred s -ĠDe fine -Ġmap s -8 75 -A ttention -C heck -c ache +Ġstring s +predict ed +Ġexpect s +Ġwrit ten +ĠInitial ize +Com put +ww w +Ġele ments +ĠString Lookup +Ġbeha vi +ret urn +Ġdemonstr ates +MS prop +Ġran k +plo ts +ĠHow ever +EPOCH S +. / +1 99 +9 00 +a rable +c nn +e ed f p -g z -m ulti +f in m iles -p adding -r ating -u ally -v ing -â Ģ -on ly -or iginal +r u +t ask +Ġa w +Ġth ose +Ġs l +re ct +st ack st opping -Ġa verage -ch oice -Ġc ross -Ġm a -Ġm lp +im ple +Ġo bservation Ġd f +Ġd iv +Ġw atched +ab el 10 94 +Ġbe g +qu ency Ġ5 8 -if y -Ġdef ine -Ġcom mon -Ġlo cal -posit ions -Ġ9 2 +con trastive +Ġcon d +98 6 +ri es +Ġres net +ĠN o +ĠN ormalization +and as +Ġsh if +13 8 +pa red +Ġint rod +Ġinclud es AT A -Ġob servation -app ing -fil ter -mat mul -Ġcomput ation -subplot s -Ġag greg -Ġful l -col s -Ġutil ity -cont rastive -Ġrequi res +pla ne +Ġpos itions +Ġprov ide +sub plots +Ġfe ed +Ġent ry +Ġcont in +Ġwork flow +stanti ate +bit rary +Evalu ating Ġwar mup -8 48 +8 75 +A L +C ustom C LR +E fficientNet F S -I T -d b -d ict -o g -Ġ } -Ġt y -Ġt er -ac ity -de v -im al -Ġval id -ar k -Ġf it -Ġs kip -Ġo w -Ġw atched -ep th -an ge -ct ed +N ING +R U +Z ero +a re +d ownload +i qu +j or +t il +t anh +u ding +v o +Ġ } +__ . +in v +Ġa ctor +lo pe +le ction +le ft +Ġm ix +Ġre c +if ic +ab solute Ġ\" , -Ġ5 9 -ĠA r +ategor y +18 6 +Ġor ig ĠS ys -com e -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĊ -Ġ9 1 -ĠE fficientNet -[: - -predict ed -Lo okup -caten ated -Ġlow er -Ġful ly -Ġsmall er +Ġ7 1 +Ġres pect +ĠM ax +cl uding +max len +Ġch osen +Ġvector ize +Ġdist ance +Ġinitial ization +tt ributes +Ġsc ore +Res Net +Ġgo ing +Con catenate +AR NING +Ġcre ating +Ġatt ribute +ĠCon straint Ġback bone +ac ity run ning -Ġposs ible -Ġevalu ation -EPOCH S -pla ne +Ġed ge +Ġdeta iled +ponent ial +includ e ĠSys FS -A L -B lock -] ], -c ap -c nn -g n -m p -m lp -o pt -t xt -Ġ error -Ġt emperature -re plic -se quences -st ack -ur ther -Ġp res -Ġm ak -Ġre g -et s -ce iv +" ], +0 96 +7 20 +C rop +I T +T rans +a ker +a vg +g lobal +i ct +p ack +s mall +u age +al ty +Ġs chedule +re ak +Ġd ynam +an g +pe at +Ġe fficient +il ment om al ad jacency -Ġde code -low er -if t -un iform -ame se -pe at -vi ous -ĠA n -able s -ĠM LP +() ], +ĠC o +pro j +Ġse ction +Ġ7 3 +Ġpro posed +ĠP o +ĠL inear ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ -and as -Ġcom pile -Ġhe lp -os en +ide os +Ġma in +Generat or +Ġsim ply +Ġadd ition +Re cord +Ġk ind MA X -Ġcall back -Ġfol der -Ġdist ance augment er +LE S 81 97 -Ġlat er -gr ated +jo b +Ġpart ic +base d +Ġresult ing +Val idation +Ġtem perature transform ation -Ġph ilo +uck et +Ġsupport ed Ġtechn ique -Ġpat ience -cif ar -Vector ization -A s +Ġph ilo +dimension al +Ġmak es +iam ese +erg ence +Ġbeg in +E arlyStopping I MAGE +S hape V isualize -a il -b it -d ot -d ownload -g amma +b uild +c ing +c ated +g b +h ist +i ate p i -s kip -u age -w h Ġ ? -on ger -en ame -en der -Ġs ent -Ġs cal -Ġo pt -Ġd rop -ĠT ext -Ġg round -18 6 Ġv qvae -ĠC al -Ġ7 3 -)) ( -ĠS tr -Ġdef ault -Ġnot e -Ġimport ant +Ġf urther +ed u +Ġto o +as ing +ation al +val s +12 1 +Ġret rie +=( - +end er +end ent +Ġnot eb +ase d +ĠE n +Ġmask ing +Ġrep la +Ġz eros map ping -Re cord -ĠH ow +Lo g +Ġimpro ved +ĠConv ert +ead Attention +Global MaxPooling +Ġshow s BatchN or -Ġposit ion -Ġneigh b -Ġneigh bours +Ġed ges +Ġneighb ours Ġfig size #### #### -olut ions +Ġloc ation Ġmor ality -ww w -Ġedge s -mn ist -ĠInitial ize -Average Pooling +Ġmoment um +Comput es % \") -0 50 -0 20 -8 14 +0 95 : ** +D ist H E -T F -a uto -c ript -d r -e y +e qual +g s +h idden o per -s mall -t ime -w or -Ġ 97 -Ġf ind -Ġc ap -ge ther +p ically +s pecif +v ideo +Ġ row +Ġt er +Ġa vo +it em +Ġp y +Ġ( ( +Ġn odes +ig it ĠT ransform -10 1 -Ġh and +un it +Ġ5 4 Ġ5 7 -Ġst d -15 1 -Ġv ocab -Ġex t -Ġ7 1 -ax es -Ġbe ing -ri es -Ġpro posed -Ġsu p -Ġuse ful +par t +12 0 +ĠC all +pre trained +Ġcon stant +Ġle ad +ĠM y and Augment -ack ages -class ification -Ġpre trained -ast er -max len -Ġad jacency -Ġstri de +Ġactivation s +Ġde code +sh ift add ons -Ġqu ant -Ġtransform ation +Ġsub set +unt ime +pect ro +Ġsc en +posit ive +Ġmin i +Ġad jacency +Ġlearn ed Ġatt n -.... .... -Ġcontain s +Ġass ign +classif ication +Ġwrit e +Ġkn own +Ġeas ily +Ġbel ong +sha pes ĠIM G +Ġautomat ically +Ġsom ething +replic a +Ġbehavi or :** * -1 97 8 37 -N etwork +9 28 += (), +B idirectional +I L +N ot +P adding +R MSprop ] ( -j ob -l ines -s on -t ask +b e +b aseline +c ustom +s el t wo +u ces v ision -Ġ 98 -Ġ 99 -__ . -at ur -re g -Ġf uture -Ġf urther -Ġs om -Ġp ar -is he -Ġe le +z ero +{ ' +in p +in fo +or ing +Ġa ctivity +lo cal +Ġth reshold +Ġs at +ch ars +re p +re constr +Ġv iew +se quential +Ġf n +Ġp ract +ag er +ag gle +Ġ3 00 Ġre wards +Ġst an +ith ub Ġ4 02 -Ġg r -Ġde c -Ġde sc -12 0 -Ġbe low +Ġex ec +ess age +15 2 +15 6 +32 0 +stan d +ĠP ixel +ĠP ass +97 9 0000 00 -ĠN o -top ping -pre ss -Ġch osen -ĠE n -olution al -Ġmask ed -Ġrandom ly -Ġup d -Ġro w -char s -Ġfe ed -oo gle +ĠB atch +Net work +500 0 +for d +Ġappl ying +Ġclassif y +Ġfile path +bs olute +Ġsy st +Ġsha red +Ġele ment +Ġindic ating FEATUR E -Ġdemonstr ates -vide o -Check point -replic a +Ġide a +Ġcomm and +cogn ition oper ators -0 95 +0 93 : - +: . : -- A IN -C all +A ttributes +D epth D ATA +F rame +G et I R -N ING -h ist -s p +T PU +V ariable +m se +n on +r on +u DNN v isualize -in fo -Ġt emp -al led -Ġa round -\" { -Ġs ure -Ġs ign -Ġc rop -Ġp y -Ġm ain es ome -Ġto gether -Ġre lat +im ize +Ġ1 37 +\" { +Ġc er +Ġw alk +Ġ2 99 +ig ger Ġtf a -Ġde ter -12 1 -ith ub -co gn -15 6 +Ġst ack +ran ch +per ts +ĠC NN +con straints +ĠS o +ĠS ize +Ġan s +Ġ7 2 +Ġ7 8 +Ġ8 1 98 5 -ri e -Ġle ss -Ġres net -Ġal ong -000 1 -Ġnode s -AR NING +ĠD ropout +Ġres hape +mo ve +([ - +ib ility +19 2 mat rix -ribut es -pon ent -base line -iqu es -Ġclu ster -Ġshow s -Ġprodu ce -ĠConv ert -Ġprovi des +Ġappl ies +Ġso ftmax +Ġup per +Ġconvolution s +Se en +Ġrepresent ed +Ġcomput ed +cent er +Ġgraph s +Ġad vantage +Ġconfig uration +ĠConv olutional +ribut ed +Ġcolumn s +Ġdel ta +Ġcomple x Ġray s +Ġthing s +Ġappro ach +ĠAr guments +Red uction +loo kup Ġaw esome -direct ory -Ġow n +iqu es Ġphilo so -ĠHow ever -0 96 -F rame -G et -I C -S ampling +6 0000 +: ", +N o +O ur +S peech _ , -a ker -c a -e ed -h idden -r atch +g lorot +l ation t p t le -t emperature -w av -Ġ & -on t -st and -Ġ1 37 -ing Lookup +u ous +v ers +Ġt urn +Ġt run +or age +en ds +Ġv olume +Ġf ast +Ġf ixed +Ġp ur 00 22 -Ġf n -Ġc ent -Ġd ot -Ġb atches -Ġb uilding -Ġe ffect -Ġ3 00 -Ġre st -Ġth ree -() ` -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠ -Ġde tect -ab el -act ions -Ġv ie -Ġ7 2 -Ġ8 1 +Ġ3 84 +() } +Ġst ore +ess ages +ĠC PU ĠA da -ĠS pe -Ġcon text -Ġan s -Ġpa rameter -com p -Ġtest ing -pa red -ĠE ach -for d +Ġon es +32 5 +ve lo +ir ror +ver t +... , +eg in +ext ra +ĠM obile +ind er +ĠP er +ĠP IL +Ġar t +ĠL et +log s for ward -Ġhe l -Ġpo ol -Ġint rodu -Ġmax len -Ġsub set -Ġvector ize +ĠW ith Ġqu ality -ag gle -eth ing -Ġgener al -ob ile -Ġinst alled +Mean Squared +pla ce +Ġrun ning +Res caling +ĠCom pile +Ġcre ates te acher -Ġimpro ved +projection s AM P -Ġet c -ess age -Ġnormal ize +Ġscal ing +Ġoption ally +Ġsy m +Ġutil ities +right ness Ġcharact ers +action s +Ġtimes eries +wa v 476190 48 476190 47619048 -regular izer -project ions -Ġac ross +tem perature +ord in TR AIN Ġcur ve -Ġappl ied NAM ES -TFOpLam bda -resh old -Spe ech -. ) -0 97 +TFOp Lambda +MultiH eadAttention +1 10 6 64 -= (), +8 28 +9 78 +A ss +A bsolute +E P +F irst N P -N e O CA -S V -S tr -S topping -m an -m et -o se +P er +S o +U se +[ ' +b egin +g rid +h orizontal o ms -r u +p p t n -u se v is +Ġ .. +Ġ 99 Ġt p +Ġt rue +at ively +Ġs izes it ter +it ives +Ġd N +Ġd igits +le ct +Ġp added +Ġp rior +Ġb reak 00 26 -Ġs qu -Ġs ince -Ġd ownload -um ents -ig ger -ot ice +il inear +id f +Ġre ma +Ġst ddev +un ique +est ion Ġh im Ġh ttp -Ġg roup -Ġde cay -ab s \", \" -Ġv olume -Ġex per -28 4 17 5 -(\" . -Ġact or -ach ine -Ġcan not -Ġor igin -posit ive -Ġad vantage -Ġstr ategy -abil ity -ord in -tt ributes -Ġcont in -ĠH ere -ag enet -ĠLo ad -arly Stopping +In itial +Ġus ers +Ġun ique +Ġset up +Ġfil en +ĠB e +Ġsa y +ne arest +Ġdimension ality +Mean Absolute Ġcomput er -gr id -St art -Ġtr uth +Ġprob abilities +Ġ% . +vg g +negat ive +Ġrequ ire +De vice +ish ed +Ġcomb ination +Ġpat tern +Ġchan ged +Ġsubclass ed +med iate +Th ere Ġtechn iques -Ġsy st -SparseCategorical Crossentropy -Ġide a +Ġvisual ization percent ile -Ġrecomm end +tim est +Ġpartic ular +Ġnoteb ook Ġphiloso ph OCA B -( - -1 10 -7 78 -: . -E P -T PU -V alidation +5 0000 +8 66 +P os +` . +b uil +c b +c er d is -e fficient -f ree -g ers -i ss -i ate +d et +d og +f latten k v -l ate +l ines +n ode q kv -in k +s qrt +Ġ 97 Ġt n -er ical -re qu -re ak -re constru -val s -de cay +at ely +or ding +or ds +Ġs pa +el ta Ġf p +Ġd igit Ġp ers -Ġp ri -Ġm uch -Ġm apping -ro gram +ro ll Ġ2 77 -Ġin stance -an ces -Ġse par -Ġth ose -() } -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ġ -Ġde lta -est ion -un ique -Ġl ong -Ġan other -mo lecule -Ġax es +um ent +Ġy et +qu ad +ĠS ample +ĠS pecif +ĠR andom +Ġpo l ĠD ist -Ġlo okup -ĠThe se -Model Checkpoint +16 0 +com b +com p +95 5 +Ġun til +mask s +ection s ant ic -Ġar t -clu stering -Ġsc ore -ĠU n -De vice -Ġposit ions -ess ages +de cay +Ġk l +Ġco ordin +Ġcal culate +Ġred uce +ĠCon nected +cul es +Ġdire ctly +Ġass ert +Ġcont rol +Ġoption s IM G -Ġtak en -ead Attention -att ributions -Ġincre ase -Ġav ailable Ġbound ing -gorith m -ĠNum Py -Ġ! = -ĠText Vectorization -2 24 -8 26 -8 97 -9 28 -C o +cluster ing +Ġchan ge +SparseCategorical Accuracy +Ġrequi red +stanti ates +att ributions +writ e +Ġben ef +pectro gram +2 90 +4 80 +7 10 += { C NN -O ur +C reating S S -f latten +W h +a ctor +a verage +d itional +g rad g ithub -l ing -p ri -p ackages -q rt -Ġ ra +n one +o pt +s il +u pl +u sed +in a +Ġt re er a +en coding +ch ast Ġ1 22 -le ft -ut om -it em +Ġo p +Ġf lip +le cules +Ġm etadata +Ġm achine +Ġin s +ar r +Ġw rap +Ġp en +Ġp lease Ġp andas -Ġm ix +Ġb as Ġb ert -Ġse arch -Ġre shape -10 24 -Ġ5 1 -Ġst range -ran ch -)) . -Ġreturn s +Ġn am +ens itive res idual -Ġcon nection +Ġst range +ex perts +th og +Ġ5 1 +Ġ5 9 +ĠA rg +Ġnum erical +Ġse arch +Ġ7 9 +Ġ7 84 +98 8 ĠR andAugment -mo ve -ĠM o -ĠP o -def ault -500 0 +Ġpro gress +Ġres izing +16 6 +24 8 +mo st +97 4 +Ġha ving ĠG raph -Ġco ordin -ast ic -19 2 -Ġsp ect -Ġmean s -Ġgo ing -ĠCom pile -Ġinter est -Ġinter polation -Ġtensor s -Ġinte gers -Ġwork s +Ġget s +Ġcal cul +Ġlearn able +UN K +St andalone +Ġro t +Ġwrit ing SE Q -Ġent ire -Ġcheck point +Ġtem poral +Ġcomb ined +ĠTrain ing Id x -Ġcomple x -expert s -Up Sampling -Ġcomm and -Ġmak es -, )) -0 26 -0 56 -2 90 -3 16 -3 24 -9 00 -= ' -D ist +Ġcent er +fre q +pack ages +Ġpract ice +Ġcer tain +irror ed +chast ic +8 26 +8 08 +F eature H T +T ype +U n +W ARNING \ ' -c b +b ound e arly -l ike -p aper -s pect -s chedule -s qrt -u ck -Ġ ed -Ġ pos -in a -lo okup +k n +m od +u ation en g -re st -ur pose -Ġc am -Ġm ode -Ġm emory -Ġd on -Ġre c -Ġre lation +lo c el ens -ĠC NN +re current +la y +Ġ1 0000 +Ġc am +Ġc loud +Ġc ache +Ġc osine +Ġin cluding +00 98 +Ġe qu +res ents +if ication +if ier +10 2 ill er -pro b -vi elens -ĠA rg -ĠS p +ĠC an +Ġon ce ĠS w -Ġpro babilities -Ġon es -ĠP er -ĠP re -ĠP ixel -95 5 -Ġne ar +Ġcon f +Ġit em +arg in Ġpre training -Ġpre vious +64 0 +Ġacc ess +vi elens +Ġsh own +end ed +Ġne ar +95 98 +pa per +pos es Ġ/ > -=( - +resent ation 36 8 -mask s -Ġpo oling -ĠO n +led ge +Ġimplement ed +Ġsuper vised +Ġvari ous +Ġdet ermin +ĠLo g +Ġdes ired +ĠRes idual +vector izer BatchN o -Ġprocess ing -are a -Ġmin i -ribut e -Ġgraph s -sil u -Ġmeth ods -ĠImage Net +Ġreconstr ucted +Ġdemon st +Ġinv ol Ġmor al -Ġallow s +Refer ences +Ġrest ore +Ġty pes )} %\") -neigh bours -yn am -MultiH eadAttention +Ġsel ected +neighb ours +are a +Ġdynam ic HE AD +Ġavo id +sil u +ĠArg s +) ` . \" . \"\"\" -1 50 -7 10 +4 00 7 35 -8 66 +7 78 C E -E arlyStopping +C V F F -O n +K eras +M I +S ON +] ). +a uc +b eta +c ies +c ience c ritic d m d rop -g rad +f lip +n etwork q dm +r ation +s core s miles -t s -t ag -w ord -w ays +t ol y cle -Ġt ype +Î ½ +Ġt ag Ġt qdm -on al -he m -he st -ch annel -ch astic -00 98 -Ġs ay -Ġs izes -Ġc ut -is m -urac ies +Ġa uto +Ġs ol +ch em +st rip +it ch +Ġ1 23 +Ġd ue +Ġin f +Ġin fer +Ġin cor an notations -Ġd ynam -Ġto o -Ġse en -Ġe fficient -Ġe qual -ap s -10 2 -Ġst an -15 2 +ro ps +pe g +ccura cies +Ġre cord +Ġre view +ĠT otal +res olution +ĠI MAGE +ir d +Ġse ver +Ġ7 6 20 17 96 53 -Ġ7 8 Ġ8 5 -100 00 -port s -Ġpro b -Ġcon d -mo unt -95 98 -��act ions -ĠI MAGE -Ġr ight -Ġus ers -com b -Ġ{ ' +Ġpo p +In stantiates +Ġres et +Ġr ather +ip s +16 7 +16 9 +ĠM o +ĠM ask +Ġacc ording +rand int ray s -au c +ray scale +Ġde velo +ption s +Ġun less +ng uage +log ical +Ġup on +Ġrep resents +que ue AR GE -Ġep silon -Ġpart ic +Ġprojection s +Ġaction s +Ġnormal ized +Ġap pe SE T -Ġprovi ded -arg in +Ġtem p +Ġag ain +ĠAppl ication +iter ations +Ġincre ase +Ġgreat er FEATUR ES -Ġproject ions -main der -Ġins ide -ĠAr gs -wor ker +Ġpres er +tag s +Ġsepar ate +Ġshif ted +Ġter ms ĠTransform ers -Ġsom ething -cogn ition -ĠArg uments +Ġpol icy +Ġdemonst rate ARGE T ( / -0 98 +2 64 4 75 -8 93 -8 08 -A l -A ttributes -D epth -F eature -L STM -M in -P os -U sing -W ith +A nd +F lip +O r +b ile b ond -c ing -c ross -g b -g lobal -i ally +b ook +d es +d oc +g re +i ef k id m ix -n etwork -o gs -u c -v ailable -w rit -in ally -re set -re ating -re place +o ps +s chedul +} . +Ġt able +er ge +on ts +Ġs plits re peat -le arn -ar gs +re place it ations -Ġf ree -Ġs l -Ġs at -Ġc le -Ġc ategor -Ġc ache -Ġ2 15 -Ġ2 99 -an g +\" ). +Ġf la +Ġc rossentropy +le arn +ar ies Ġb ad -as h -as ing -Ġth ings -ot t +et ina +ent ion +Ġ2 15 +ep arable +ep endent +um an +Ġre f Ġg lob -Ġde si -\") . -Ġ5 4 -ith er -un ter -co ding -Ġl onger -Ġ7 7 -pro j -Ġ8 3 -ĠA s +ce ment +he m +un c +int eg +ĠI ter +ĠI gn +ĠC h ĠA vailable -num ber -Ġen v -Ġen able -res net -Ġsh apes -Ġcon fig -16 6 Ġan omal +Ġse m +Ġ7 7 +96 0 ĠR ep -... , -ĠN ormalization -ĠL et -ng uage +Ġres ized +Ġr gb +Ġus ually +vi ation +Ġcom pared +ĠF irst +Ġde cre ĠG radient -Layer N -us al -Ġpo p -led ge -Ġsuper vised -Ġhas h -Ġsc ratch -Ġrepresent ing -Ġro ws -av es -Ġab s -Ġab le +ĠG enerate +Ġmo ving +ĠB y +ĠB uild +38 7 +Ġch ar +ĠU sed +Ġinclud ed +Ġover fit +augment ed +Categorical Crossentropy +Ġdire ction +Ġpath s ĠDe vice -pert y -vg g -Ġlearn able -base d -Con catenate -Ġpass ed -Ġinc or +Ġprod uct Ġhead er -Ġcontain ing -Ġutil ities -ĠTrain ing -6666 6666 -Ġid ent -Ġass ign -Ġav o -regular izers -Ġbel ong -ret urn -Ġselect ed -Ġregular ization +Ġwho le +ĠGPU s +6666 6666 +Ġspe ed +ho st +Ġlib rary +Predict ed +filen ame +Ġaggreg ated +Binary Crossentropy +EfficientNet B +ĠCo lab +extra ctor +MeanSquared Error Device Attributes -ina Net -0 64 -4 00 -6 24 +thog onal +mod ule +tol ist +etina Net +" " +0 27 7 64 -I f +G D +G G M B -M S -N I +P l +S ame V OCAB -b ile -o om -s im -t il +b al +b ranch +c lean +e ms +j peg +o v +p us +u ctor v it -v ers w ers Ġ q -al ty -er o -or ity -Ġa mount -Ġ1 0000 +Ġ url +at form +im ation Ġ1 92 -Ġs ol -Ġs plits -Ġc aptions +Ġf raction +Ġc ut Ġm ult -Ġin stances -an h -Ġb uil -Ġb reak -Ġ3 84 -as ure -um an +Ġm ath +Ġin p +Ġin com +as on +Ġof ten +Ġn at +Ġn eg +id ent om ain -ad apt +ol der +pl ier +Ġdata frame +un ch ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĊ -Ġh er -18 5 -Ġde tail -act ers +Ġ5 3 +18 8 15 8 -Ġex ist -96 0 -Ġ7 6 -ĠS im -ĠS ize -res olution +ĠS ince Ġan notations -ve lo -ip s +98 4 +98 7 +Ġsu ff +ri pt +ext ract +cess ary 13 6 13 7 -Ġle ad +com pute 94 1 -Ġconv olutions -Ġlo gs -38 7 -oc s -Ġsim ply +Ġde c +max imum Ġfil m -ign ore -file path -Ġup on -compile d -augment ed -stru ct -Res caling -Ġcomb ination -ĠCon nected -Ġcal culate -Predict ions -Ġredu ction -ĠNetwork s +Ġfil led +Ġper m +Ġcol lection +Ġlist s +000 1 +Ġadd itional +Re qu +Ġimplement s +Ġj son +Ġsc ript +Ġfa ct +Pre dictions +([[ [ +Ġtak ing +Ġread ing +bo ol +ass ets +Ġro ut +pol icy +Random Flip +Ġ... ] +Ġembed ded +Ġdown stream ĠTF Record -Ġappro ach -Ġmet adata -pend ent -iel d +Ġcaption s +Ġiter ation +ĠJ SON +Ġeas y +ĠPre pare +Ġshort cut +inter polation +wa re +Ġclo se +Ġreg ard +Ġconcaten ated +Ġconstr uctor Mix er -Ġpol icy -Ġaggreg ated ĠCal culate -Ġnote book -Call back -ont size -AMP L +ĠSh uffle +Ġorig in +Depth wise +Ass ets EP S +Ġcoordin ates +irrored Strategy +onts ize , \" -0 27 -3 25 -8 78 +, )), +0 64 +0 26 +0 55 +4 30 8 59 +: ]) +A I +B e +B uil +B ox +D ot E SIZE -F irst -W ARNING -a vi -b al -b ranch -f id +S GD +a fter +b ody g lob -i amese -m ode +l stm n ext -p us -s ion +p rod +r at +r ing s ite -t ol -{ ' -Ġ ran -in p -Ġt able +v ices +Î ¹ +Ï Ħ +Ġ Î +Ġ ens Ġt itle -lo cal -or ing -or es +er ic ch ors -Ġf la -Ġf act -Ġf actor +ch aract +st er +Ġv ar +Ġv ideos +it ed +im es +Ġ1 34 +Ġf name +Ġf iel Ġf ontsize +Ġd omain +ar ts +ed y Ġp s Ġp apers -Ġp urpose -Ġ[ [ -Ġd omain -Ġse m +Ġb ar +00 5 +as ure +ic i +ur s +ad e +ol ic +Ġst opping +ot s Ġ# # -iv idual -Ġ\" . -Ġg amma -18 2 -18 8 -Ġ5 3 +un ct +data frame +Ġh er +int ain +ist er +Ġ5 2 Ġ5 18 +Ġex pl +18 2 +18 5 +Ġl ik 90 6 -Ġwith in -ĠC o -ĠC PU +32 4 +32 6 pro bs -ĠA l -Ġsh own -Ġcon catenated -97 9 -ĠR andom +Ġpre f +Ġ7 5 +Ġres pe ĠM A -ĠP y -Ġr gb -99 9 -ĠL ayer -ĠG enerate -Ġper m -ĠB uild -load er +ĠM ake +14 2 +mo lecule +oc al +Ġun f Ġun labeled -Ġcons c +load er +Ġ20 20 +de ep +Ġgenerat es +Ġgenerat ors +ma jor +ca usal +pon ents Ġcor rect -Ġinclu des +sample d +Ġâ Ģ +Ġqu ick +Ġpos itional +Ġco un +Ġneed s +Ġgener ation +Pre diction +Ġfloat ing +bo ard +Ġrel ative +vari ance ĠSt yle -iter ations +Ġdep end Ġfig ure -Ġcal led -cle an -Ġinv ol -Predict ion -Predict ed -Ġrequi red +gorith ms +Ġincre asing +Ġla nguage +clo se +window s +Ġindic ates +IG HT 1818 1818 LA SS -stri p -Ġeas ily -Global AveragePooling -IG HT -Ġvisual ization -Ġexpect ed -Bo x +Ġachie ve cap acity -sp ace -Ġcoordin ates +ĠMax imum +Ġbegin ning +Ġexec ution +Ġsyst em +Ġnam ed Ġcam era -NI ST -tol ist -' ) -( [\" -4 30 +) ]) +0 56 +0 97 +1 97 +2 28 +2 99 4 39 -8 98 +7 30 +7 44 +9 50 < ? -A I -B e -I t += > +A fter +D F +F inally +H ow I ON -N ormal +L abel +M L P SNR S H -S h -T ext +S eparable T ARGET -Z ero +V AE [ ..., -a ir -a verage -d type -e le -h at -h orizontal -i ous -k s -l im -l Im -r ac -Ġ url +a v +a ves +c p +c ou +g ather +h ance +i or +i od +j ust +k l +l ine +s ider +t mp +x iv +Ġ Y ____ __ +in stance ________ ______ -at form -er ve -lo pe -en ch +al ks +or ig en code -Ġa utom -Ġ1 50 -Ġ1 34 -Ġ1 23 -de c -im agenet -it u -it ive -Ġb ene -Ġre l -set s -Ġ\" / -Ġh aving -sh apes -Ġ5 2 -Ġst ack -Ġst ates +Ġs low +Ġs cores +se quent +Ġf ill +Ġin ts +Ġw on +ed ges +is f +Ġp age +Ġp ict +Ġn ested +ĠT q pl atform -qu ire -un ch +Ġst d +orm ap +Ġ4 00 +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ +Ġ\" / +ĠC ent +ĠC urrent con text -con nected -pe g -________________________________________________________________________________________________ ______________ -ext r -16 7 -Ġit em -14 2 +ĠS p +Ġpre v +96 1 ... \") -mo dule -Ġmo d Ġr ender -Ġres ized -Ġlo op -Ġun ique -Re quire -Ġsc ene -ĠU se -Ġro ut -Ġla nguage -Ġgener ation -)[ - -Con clu +________________________________________________________________________________________________ ______________ +24 0 +24 7 +Ġnot e +cl Im +([ \" +Ġma intain +log y +Ġi ss Ġno isy -edge s -Ġembed ded -ĠPa ss -Ġag ain -Ġinitial izer -Ġvari ous -Ġcomb ined -gress ion -Ġph ase -Ġvide os -Ġclo se -Ġpixel s -Ġ... ] -gorith ms -Ġtimes eries -DT ranspose -ĠSh uffle -dimens ional -Ġdig it -Ġty pes -ĠStr ingLookup +Ġk ept +Ġdist ributed +Ġdiffer ence +Ġfollow ed +abil istic +Ar bitrary +Ġcl s +Ġinter pre +normal ized +Ġtrans forms +ress ion +)[ - +Ġdes c +Ġass um +ĠTh ere +Ġmatch ing +ins ensitive +tern al +Ġobtain ed +Ġcomple te +Ġrecommend ed +ĠPro b +Ġra ise +Ġpropert y +Ġscen e +Ġsat isf DATA SET -Ġdeter min -Ġabs olute -Ġavo id +upl es +kn own +Ġsever al +schedul es +ĠIgn ored +Requ ire < -ĠL STM -constan t -Ġch ange +33 3 +Ġper forms Ġhe atmap -Ġbet a -babil istic +Ġmean ing +Ġlog probability key points -unt ime +Ġno vel +ctor ies +Po ol +col ors +Ġweight ed Ġsc ans -Ġk l +Ġany thing +.... .. +Ġco st +Ġcons cience +list dir +Con cl movie Id -fil ename -Ġimplement ed -Ġlog probability -negat ive -color s -char acters -Ġdown stream -uto encoder -Ġdemon strate -Ġclo ud -pol icy -window s -Ġapply ing -Ġcolumn s -SparseCategorical Accuracy +ass ign +pol ated +Ġap prop Ġscal es -ishe d +Ġeven ly +Ġinv olution +........ ........ +caption s +Ġclo s +Ġpar ts +Ġdis k +Ġgroup s +ĠQ u +Ġdownload ed +Ġserial ization +au ss +Ġfre quency +Ġpropert ies +Ġign ore +Ġexist ing +Zero Padding ĠPo int -Ġdynam ic -Ġsat isf -Ġdetail s +So ftmax +Ġpen alty +ĠIter ate +Ġoverfit ting +charact ers Ġps nr ĠMA X -Ġconsc ience -extr actor +Ġsatisf ied IMA GES -) ` +ildr en +- > . < -0 28 -0 55 -2 35 -6 0000 -7 30 -8 24 -9 50 +8 96 +E ach +G PU +I A J Speech -L abel -R et +M LP V iT -b ra -b uil -c ase -c ise -e ms -e ded -f ic -f lip -j ust -m ark +b ucket +g u +g rams +g oogle +m an +o ple +s ingle +s chedule +t ile +u ber v qvae -w ords +y m +á ¼ +Ġ Z Ġ rand -at ic -Ġt ri -Ġ0 000 -en ames +al low en hanced +Ġa m +Ġa uc +Ġth ough +Ġs cope st ages -ar r -it ed -Ġs caling -Ġo p -Ġp lease -Ġw ide -Ġn ature -Ġb ias -Ġse ction -ĠT otal -ot s -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ċ -if e -qu ery -data frame +Ġc map +Ġd eg +Ġin valid +ar k +Ġw om +Ġb ody +ate au +il er +Ġre ference +ens ive +Ġis n +ĠT v +ĠT arget +iv al +Ġg ive +res ults +() ), +() )) +ple te +est ions +ex ist +Ġh orizontal +lab les +Ġex cept +Ġl ines +12 7 +ĠC or +batch es +32 8 Ġ* = -Ġ7 5 -Ġ8 2 -Ġ8 4 -Ġ8 7 ĠS kip -ict ion -16 0 -Ġwh y -cess ary -94 4 +pro ject +pro pert +lar ity +ctiv ely +Ġ7 4 +Ġpa ck +Ġen g +Ġ8 7 +Ġare a +ĠD isplay +Ġres er +Ġcom es +Ġcom ponents +ĠThe y ram id -Ġcom pared -ĠD ense -Ġres izing -che m Conv Layer -com pute +Ġde viation +cal ed +ations h +Ġmo lecules +uff ling +ĠO ther +Ġun iform tr uth -Ġad apt -ib ility -us ion -ĠB atch -Ġstr ings -Ġfollow s -av ed +Ġgenerat ing +11 1 +Ġdo ing +Ġz oom +Ġdif f +np ack +ĠH DF +Ġstate ful +Ġpos itives +ous ly +Ġtrans pose +Ġtransform ations +Ġmod ified De coded -Ġposit ives -lip ping -are st +function al -------------------------------- ---- -Ġau c -Ġno vel -activation s -Ġoper ation -Ġinv olution -Ġprovi de -Ġ> = +pref ix +plic it +multi plier att n -Ġredu ce CA L -pol ated -Ġmolecule s -Ġincre asing -pes ent -tfre cords -Ġlib rary +uck ets +Ġact ually +ĠEfficientNet B ral ization -spe c -Ġme asure +Ġconcaten ation +enc ies +Ġext ended +tfre cords +chedul er +Ġsel ect +Ġdoc ument ---------------------------------------------------------------- ------------------------------------ -cript ion -rie ve -Ġsyst em -Ġsepar ate -Ġpartic ular +Trans fer +Ġretrie ve +Ġbelong ing +rep resentation +Ġpop ular +Ġens ure Require ment -represent ation -Ġsatisf ied -( ' +Ġregress ion +Ġapprop ri +auss ian +propert y ) \", -- > -2 98 -3 97 -5 47 +0 24 +0 34 +7 26 +7 08 8 17 -9 98 +8 78 A by C LASS -F lip -F inally G OR +G RU +H inge I CAL -M IL -P er +M obile P AT -P adding +Q u +S h T S -T rans -V isual -] ): -b ar -e qual -g u +T ime +a ving +a ilment +b ug +c um +f inal +g d +g g +g o g it -g ather -g oogle i ou -o ple -o pe -o ps -o log +l in +m el +m etadata +n odes p bs s izes +s gd t w -t ile -t able t une -t anh -u ous -v an -v ari -x iv -in stance +v oc +} ) in ian -at i -Ġt re -Ġt ra -Ġt urn -lo aded -en ded +Ġs ens +Ġs igmoid +el u +el ect ss inian -re pesent +re pes se gmentation -st ates -Ġa m im od -le ss -it ch -Ġf ar -Ġf ixed -Ġs low -Ġc map -Ġc ert -Ġ[ ], -Ġin de -Ġin ver -Ġ( ( +Ġ1 84 +Ġ1 138 +Ġd raw +Ġin ner +Ġp r +Ġb al +ent ations +Ġ2 20 Ġn d -Ġb l -Ġe ither -as on -Ġre f -Ġfor ward -() ], -est ions -15 3 -20 14 -con da -pro p -pro perty -In ference -In stance -Ġy et -Ġpro pose -Ġen g -ext ract -Ġsh ared -Ġit self -ter m -14 6 +Ġn ature +Ġ[ ], +pe ed +ic ial +nd ex +Ġe m +Ġre ason +Ġu int +Ġst arts +ot ation +ab ly +Ġbe com +Ġh o +Ġh ence +pt y +ĠC O +ĠC uDNN +con da +Ġpre processed +20 14 Ġat oms +ver ag +Ġ8 3 +ĠR un +In stance +In ference +ter m +16 1 +16 8 ĠM el -ĠM ask -ĠM NIST +ĠM ap +ĠF Net +14 6 +30 3 ĠP atch -ĠP IL -cy cle +Ġne cessary +cl usters +95 8 +Ġde coded +Ġde vices +76 5 +Ġ{ " Ġ{ :. -point er +ĠIn stantiate +ĠO ur +str ide +pec ially 40 2 -ĠF Net -ĠF irst -Generat or -Ġco st -for ce -11 1 -clu sters -Ġmax imum -Ġsub class +Ġind ependent +ĠK ey +oo se key point -ĠV al +de c +uction s +Ġspecif ies +ma in +point er +Ġinteg rated +Ġqu estion +Ġcomput es ĠV iT -Po ol -Ġposit ional -list dir -pon ents -dist ribute -Ġtrans pose -Ġpart s -Ġinte grated -ĠRes idual -Ġneigh bour +Ġmulti pl +smooth ing +Ġinter mediate +posit ory +Ġco py +Ġneed ed +Ġprocess es +Ġconfig ure +Ġloo ps +Ġarchitect ures +To ken +Ġrel e +De ep +De coder +uc ing +ON E +Ġ... , +other wise +Ġid f +Py thon Ġag ent -Ġprodu ct -Ġdown loaded -Ġpath s -oo v -Ġloc ation -Ġdirect ory -ATE GOR -Ġachie ve +Ġneighb our +ĠInteger Lookup +Ġkeep dims +Ġhel ps +cri pt +Str ing med ia +Ġupd ates +Ġbeha ve +Ġty pically +Ġhand le +Ġyiel ds +Al so +rest ore +filen ames 135 7 -ceiv er -ail ment +ATE GOR Ġsent ences -Ġele ments -Ġupd ated -Ġvie w -requ ency -Ġdesi red -Ġpop ular +ceiv er +coun ter +ĠCall ing +MI LES +Ġtag s bile vit +unct uation ĠCent ralization Aby ssinian -MIL ES PAT H tw img -repesent ations +repes entations imod al ATEGOR ICAL -( ** - \" -4 33 +0 25 4 45 -6 25 -6 97 -7 56 -7 08 -7 44 +4 85 +5 28 +6 20 +7 75 +7 45 +7 46 8 56 -8 76 -A fter -M LP +C lass +C osine +E nd +E CT +H ash +J ECT +N ONE P NN -Q u -T ype +R ate +S AMP +T hen U L V AL -a ut -g t -g if +a ctivity +c os +d ers +d elta +g ged +h ing h ub l sh +l ish m essages n y -o unt -r ing -s cal -s ingle +n al +n ect +o chastic +r ide s plits t np -t rastive -u ra -v oc +z ing +} \" +Î ± +Î µ +Ġ es Ġ ids -in s -lo c -en ds -re ss -se quent -se arch +al t +en v +ra graph +ra ries +ch ron +re f +re ma +ut es Ġ1 35 -Ġ1 84 -de tect -Ġs chedule -Ġc a -Ġp ract -Ġm ight -Ġ2 98 -Ġ2 70 +Ġo ccu +Ġo ld +Ġo ov +Ġf ro +Ġf ree +Ġf latten +Ġc lean +Ġc rops +le t +Ġm essage +ar xiv +Ġw ide is on -Ġin f -Ġd iv -ation al -Ġb al -Ġse q -Ġse ver -um ent -il er +Ġb ott +et y +Ġ2 50 +Ġ2 08 +Ġ2 70 +ag n ig lot -() ), -Ġh ence +Ġre use +ĠT hen +Ġg rid +ce ive +10 6 +th at +Ġ\" . par ing -Ġde s -Ġde coded -12 7 -Ġv ers +Ġex ponential +18 4 Ġl relu -28 0 +90 2 +ĠC SV ĠC hem -Ġ7 4 -Ġ7 9 -Ġnum erical +ĠA uto +ĠA ll +pre processed +Ġan al +Ġse q 98 40 -Ġbe h -Ġdata frame -16 9 +Ġpo st flow ers -mo st -ĠM ax -ĠM obile -95 8 -posit ory -Ġso ftmax -ĠE mbedding -Ġco s +ĠM ulti +ric k +14 7 +and ard +13 3 +94 5 +cl s +our ier +Ġde vice +Ġde bug +99 2 +ĠG oogle us ers +Net V +pec ial +Ġ20 19 +Ġappl ications 85 78 +ĠU sage +ĠU npack +uce LR Ġ26 9 -unction al -Ġfile path Ġaugment ations -Ġqu estion -Ġsimilar ities Ġj itter -fit ting -De coder -our ier -Ġind ividual +Ġtoken ized +Ġsimilar ities +ĠFor ward +Ġhow ever +Ġca pt +Ġdes ign Pro gress -Ġtrans forms -Ġread ing -Ġcomput ed +Ġback ward +Ġprod uces +Ġcheck points +Ġwork ing +Ġsy mb Implement ing -Ġvari ance -Ġreconstru cted -Random Flip -Ġtr ack ĠTo ken -Ġexp lo -Ġwho le -Ġkn own +istic s Ġ{} \". -experiment al -âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -stri des -Ġbel ie -iel ds -node s -RO P -ĠCT C -Ġmatch ing -Bo ard -Ġdig its -Ġspec ific -Ġstd dev -Ġgr id -Ġrelat ive -ru pt -Ġexper ience -HEAD ER -Ġbelong ing -fid ence -detect ions -% . -0 25 -2 28 -3 78 -4 56 -7 26 -7 75 -7 45 -7 70 -7 206 -8 00 -9 97 -A p -B uilding -E valu +Ġconvert ed +Ġsubclass ing +Ġunder stand +]]) > +Learning Rate +Data Generator +Ġspe aker +ash ion +Ġme asure +ĠVal ueError +Ġoff set +âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +On Pl +Ġups ample +()` . +ĠAd am +Ġyiel d +Ġexper ience +Predict ing +RO P +erial ize +ĠCT C +Ġworker s +ĠAt tention +Ġcond ition +specif ic +Ġpy dot +Not ice +Ġtrun c +det ections +Ġbas ic +HEAD ER +Ġauto encoder +Or iginal +doc s +Ġincom patible +Ġlik ely +Ġrespe ctively +ival ent +Ġappropri ate +uceLR OnPl +LearningRate S +uceLROnPl ateau +' )( +2 96 +4 33 +8 24 +: : +B ased +C h +C o +C PU +C ON E IGHT -H y -I A +F unctional L S -M eth -N otice +M etric +M ethod +M irroredStrategy +P a R F -T here -U se -] ]) +R ep +S C +S ince ] }\") ^ { -d ocs -f e -g ray -h or +b ers +b idirectional +b rightness +c r +e in +g t +h ash +h ttp i B -m el -o ver -r ation -r action -t ation +i os +o ol +s pace +s lope t rans -t uple -t uning u pervised -w alk -} \" -Ġ ens -in clu -or age -or ding -re mainder -se lection -st m -Ġ1 30 -im est -Ġf o -Ġs aving -Ġc apt -Ġc ls -la ge -Ġm achine -Ġ2 20 -Ġw he -ed uce -ep a +z en +or se +en ding +Ġa ccu +es cription +el e +ch mar +re es +st at +Ġv is +it ud +it les +Ġ1 33 +Ġ1 80 +Ġo bser +Ġf ed +Ġc ou +po st +is odes +Ġb it +Ġb ro an it -Ġd en -Ġd il -Ġse em +00 3 +00 27 +ic ks +cy cle +am p +um ps Ġ3 15 Ġ3 35 +Ġre mo Ġre cognition -il dr -om ent +ens ity ad vantage -Ġth ing -Ġth ough ĠT NP -10 4 -Ġ4 08 +ol low +ol let +Ġg rayscale +Ġst ability +Ġst ochastic +un zip train er -Ġg u +Ġ4 08 +10 4 +10 5 18 75 -90 2 -Ġst opping -if ted -ist s -un zip -th ers -20 9 -ile d -ill ing +12 6 +ĠS peed +Ġcon nected +Ġse em +ver sed +Ġlo t +98 2 +98 9 ff t -Ġpro gress -Ġcon stant -16 1 16 5 +ĠN N +ĠF ill +ĠF raction 14 0 14 4 14 9 +ĠP os +ĠP ath +93 3 +Ġne arest 13 1 -Ġle ft -ĠP lot -Ġne g -ĠD isplay -Ġus ually -Ġlo aded -fer ences +94 0 +art ment +ĠIn ception +ĠG RU +str ategy +Layer N +Ġun mask 40 5 -em pt 84 31 -85 29 -Ġun mask -Ġpo st -Re ferences -Ġgenerat ing +Ġkernel s +Ġwor st +ĠK aggle +Ġmask s +for cement +Ġmean t +34 4 +Ġch oose +Ġclassif ied da u -ĠO ur -Ġcont rast -Ġsc an +85 29 +ire ct +ub ic ized Conv -Ġdiffer ence -Ġadd ition +Im port ĠV Q -Ġtoken ized -UN K -sub ject +Ġsc an +Ġinter ested +Tensor Board +Ġother wise +ress ure +([[ [[ sl ice -Ġrun ning -Ġspe ech -ta gs -ache d -Ġrequ ire -preprocess ed -Ġwor st -Ġkeep dims -ick s -Ġbound ary -Ġunder stand +Ġrel ationsh +su bject +ĠRNN s ml ir +Ġsy n +Ġway s +Ġbound ary +Ġsum mary +Ġmonitor ed +Ġpe ople +Ġoptim ization +Ġact ual +Ġspe ech +ĠEx tract +Ġpar allel +ĠData Frame +Ġclip s +Ġestim ation +Ġestim ate +ĠUn it +Ġconsider ed +Ġknow ledge +ĠCustom Model +Ġquant ity tfre cord -Ġeas y -Ġdesc ript -Ġrest ore -ĠSpe ed -met adata -Ġrelation sh +Ġfre quent +Ġign ored +ceiv ed +Ġsign ific +Ġfin ished +720 6 +Crop ping +sel ection +local host +ager ly ĠPixel CNN -Ġcond ition -Depth wise +Ġpur pose MB ED -ĠPy thon +Buil ding +Ġdesc rib bl ue ĠNormal ize CLASS ES -imest am -ildr en +rema inder +" )) +0 76 0 66 -0 34 -2 96 -3 28 -3 30 +2 20 +4 28 4 37 -5 96 -7 24 -7 46 +7 50 +7 28 +7 56 8 50 -8 38 +8 77 8 382 +A S B E -E CT +C ell +C ategory +F ile F loat F ound -J ECT +F IG N C N OR -O ne P atch P RO -S C -S epa +R otation +S patial +U LE +W I W EIGHT -[ ' -` . -c ut -d y -e in -g in -h ttp -k n -l ish +Z oom +\ \ +` , +a ut +b ilinear m u -m se -o chastic -s ide +n ested +s up +s aved +s cores +s imple t es -t mp -v ent +v en x im } % } _ -Ġ es -Ġ ignore -in force +in forcement +Ġt ree +Ġt uples at er -at ural -Ġt rue -re l Ġa im +Ġa ff +es h +Ġs mooth +st op +la ge +it ing Ġ1 20 -Ġ1 33 -im ize -ra ries -ur s -Ġf latten -Ġs erv -Ġo ld -Ġc rops -la n -Ġm essage -Ġ2 76 -Ġ2 08 +Ġ1 30 +Ġo thers +Ġf f +Ġd en +le ar +Ġm et +Ġm ade +Ġin verse +ed ge +Ġp ha +Ġp rom +Ġp ick +an y +an ces an ford -es h -Ġb as -Ġse c -Ġe qu -Ġre cord -Ġre main -et y -ig hest -Ġth reshold -10 5 -() )) -ens ity -Ġh ighest -18 4 -12 4 -12 6 +ro t +Ġ2 76 +ep ts +ul l +ul es +ith m +10 7 +th eta qu ant -15 9 -ight ness -35 3 -35 8 +Ġas pect ill ion -Ġbe come +Ġex pla +Ġl stm +Ġl ife +12 4 +15 5 +15 9 ĠS plit -Ġcon c -16 4 -14 7 -13 8 +Ġim bal +Ġen ough +35 3 +ver ted +17 0 +98 1 +Ġpro per +Ġres pon +Ġr untime +16 3 +ĠN ot +ĠM B +(\" ./ +14 5 +ĠP lot mo vielens -ine ar 94 6 -Ġdef ined -ĠM B -ĠM y -ĠM ake -ĠN N +back wards 95 84 -Ġare a -Ġcom es -Ġcom ponents -Ġne eded -Ġne cessary -Ġal most -Ġclass ified -ĠL ist -Ġi ss -bo ol -34 4 -77 9 -Ġun til +pa ss +pa ct +pa rams +our ces +oc i +Ġde cision +Ġper iod +ta ilment +84 80 +Ġmax imize +ant ly +36 9 +ĠW GAN Ġ26 8 -Im ports -Ġsub tle -Ġsc ript -Ġrepresent ed -Ġfollow ed Ġ` ( -av g -ag n -De ep -ĠW GAN -stru ctions -Ġ% . -ec ause -Ġneed s -ze bra -Ġpass ing -Ġwork ing -result s +Im ports +Ġcl usters +Ġinter est +Ġinter nal +CH ED +Res izing +Ġdet ection +Ġdet erm +Ġstart ing +Ġhigh est +Ġfloat s St yle -Ġcal cul -br ightness -lable s -Ġpe ople -ci ally +vector ize +Random Rotation +dist ribution +Ġdoes n +Ġevery thing +Ġregular izer +ĠTh at +depth wise +Ġcomb ine +auto encoder +Ġ{} ". +DT r +crop ped 014 8 -Ġsy m -Ġestim ation -Ġestim ate -ilo c -Ġwrit e -ĠData Frame -Ġcre ated -ĠEx tract -tail ment +Ġstructure d +ĠVal idation ner f -Ġdimension ality -848 0 -wh ich -Ġopt ion +Ġlib raries +ilo c +Ġpercent age +fre quency +078 1 +Ġenable d +Ġintrod uced Network s -Ġdetect ion -(\". / -Ġpri or -Ġed it -Ġcle an -AMPL ES -Conclu sion -Ġlik ely -Ġsuff er +timest eps buil der -ati os -ĠVal ue -Ġens ure -inforce ment -' ], -, ) +Ġequ ivalent +integ ers +Ġsuff er +Ġfiel d +Ġiss ue +Concl usion +Ġbecom es +Ġrele vant +CON FIG +Ġpha se +CHED ULE +" ] +" ). +' / +0 38 +0 77 1 30 -2 99 +2 75 +3 30 +3 97 3 46 -4 98 4 78 -5 93 +4 56 +5 96 +6 28 +7 90 +7 25 7 38 -7 48 7 180 -: ]) -= { -A nd +8 38 +9 24 +9 56 +9 97 B B -B inary -B ased -C reating -N um +B y +C SV +D B +D ate +D isplay +D escription +G enerate +H ub +M onitor N ext O U -O riginal +O ption +R un R ATE -S hape +S ome +S imilarity T arget T op -U n -Z ip -\ \ -a w -a int -b idirectional -c um -f its -f requency -h er +a a +b ra +c ard +e arch +g ray h id -h ile -u sed -y m -} . -Ġt ree -al low -er ge +m emory +n eg +p ation +p pen +p rior +s imilar +v iz +Î ¿ +Ġ ess +Ġa ccuracies lo od -ac es -ss ure -se quential -st at -Ġa utoencoder -\" ][ -Ġ1 15 -Ġ1 97 -Ġ1 47 +Ġth ird +Ġs k +Ġs pecial +re te ut f -ut es -ur ation -ar xiv +Ġv ol it al -Ġs pa -Ġc ou -ro l -Ġ2 96 -Ġin fer -an chors +Ġ1 15 +Ġ1 47 +Ġ1 29 +\" ][ +Ġf un Ġd ual +Ġm ixed +an chors +et uning Ġ( [ +Ġ2 000 Epoch s -Ġb ar -Ġof ten -Ġ3 72 -Ġre ference -Ġre gression -et uning -ce ive ig ure -ĠT here -ĠT hen -10 7 -Ġ4 03 +Ġ3 08 +Ġ3 72 +Ġg ain () [ -Ġde gre -Ġst ochastic -ab ly -co unter -Ġv ariable -Ġl ife -20 7 -pe cially -98 65 -98 51 -Ġim bal -ĠA ttention +() ). +Ġst ream +Ġ6 50 +Ġ4 03 +di stance Ġy e -Ġpro pert -Ġen ough +10 3 +th rough +Ġas k +Ġh y +Ġex port +Ġex ternal +Ġl it +con s +ĠA verage +32 9 +Ġan not +ir plane +ap s +96 4 +pat ience +Ġen cou Ġen hance -(\" \ -Ġacc uracies -Ġacc ording -ip y -13 2 -13 3 -94 0 -94 5 -94 9 +35 5 +35 8 +Ġlo ve +98 3 +98 44 +98 65 +98 51 +ĠR ed +ĠR etinaNet +Ġpro pose +Ġdef init +Ġpo se +Ġr ates +Ġr nn ĠM PNN +Ġcom par +(\" \ +ĠF F +Ġ10 9 ĠP PO -up ation -ver se -Ġpa st -ĠI ter -Ġr ather -ject ory -Ġres pon -Ġlo ve +Ġar bitrary +conv olutional +Ġnot ice com mon ual ity -ĠG R -ĠF F -ĠF illing -pa rams -pa rable -19 1 -36 9 -77 7 +str uct +ject ory em antic -oc c -Ġpo se -Ġar bit -Ġgenerat ors -Ġfil led -su ms -sample d -Ġ18 1 -Ġvector izer -Ġadd on -Ġj son -cent er -ĠK aggle -ĠV alidation -ĠRet inaNet -plic ation +19 1 mat plotlib -Ġover fitting -Ġ40 96 -Res Net -Ġlearn s -Ġlearn ed -initial izers -Ġind ic -dist ance -Ġtrans lation -lec ular -To ken -vector ize -vector izer +21 1 +Ġcall s +Ġfol ders +sum s +Ġadd on +Ġvector izer Ġkey points -Ġarray s -En tailment -Ġenco ura -Ġpreprocess ed -Ex ample +Ġsub tle +Ġ. / +rit ical +Ġover all +ĠV ariable +]] ] +Ġ18 1 +cent age +Ġsc i Ex periment -LA Y +Tensor Flow +Tensor Shape +Ġgo al +Ġ36 928 +Ġlat est +Ġad v +Ġad ding +Ġlearn s +Ġpoint wise +Ġpredict ing +ie ce +Ġca re +Ġca usal +Ġ40 96 +sub set +Ġdes cent enet ic -Ġdis count -Ġiter ation +Random Zoom +De cay +En coding +En tailment +Ġsha re +Ġdisc ount +Ġed it +Ġke eps +og s +Ġbound aries +lec ular +Ġcompile d +Ġversion s +Ġframe work +Com pute new axis -ĠPro babilistic -Ġpad ded -3333 3333 -ass ign +clip value +clip norm +cle ar +Ġcomputation al +LA Y +Ġpla ce Ġups cale +Al gorithms +3333 3333 +Binary Accuracy +ru pt +Ġcontin uous IT S -Ġter ms ######## ######## -Ġhel ps -Ġintrodu ced -Str ategy -Ġinterest ed -ĠOn ly Ġstan ding -Al gorithms +Ġans wer +Ġfast er +Ġsym metric +Ġfilen ame +MeanAbsolute Error +Ġpers on +Ġnat ural +Separable Conv +ĠProb abilistic +Ġtri ple +Ġcategor ies +Ġinstr uctions +String Lookup +Ġes pecially +Ġfro zen +Method s +ĠFill ing LayerN or -Ġbuil t -ench mark -Ġvers ions -Meth ods -Sepa rable -Ġpropert ies +Ġencou ra +% , ) ], +. ]) 0 37 0 782 -2 75 -3 48 -4 64 +3 78 5 50 -5 48 -6 78 -7 90 7 37 -8 30 -8 07 -8 284 -9 56 +7 70 +8 45 +9 90 : , > = -C lass -D isplay -E ach -F ile +A PI +C l +E valuate H Box -M L +P R P ixel +R egularizer +S UM T ransformer -V ariable -a de -b uck -d ig -d og -e ue -f inal -f rac -g o -g ence -g enerate -h y -k l -l stm -m ar -o st -o ve +b ust +d ep +m it +m atch +n a +o ccu +o logical q q -s ent -s ist s orted -t emp -v iz +s pectrogram x s -Ġ ge -Ġ zeros -in ct -Ġt a +Ï ģ +Ġ imagenet on ds on ia -ac ing -en coding -or ies -re a +Ġs ur +Ġs qua +Ġs quared +Ġs lope +re c re ference re cord -re lease +st ract +st ead se x -Ġa ffect +im db Ġ1 56 -Ġ1 29 -Ġ1 80 -it ions -00 27 -Ġf f -Ġs m -Ġs ur -Ġo cc -Ġp r -Ġp lay +Ġ1 97 +Ġ1 21 +Ġo pt +Ġf low Ġm en +Ġm se Ġm argin -ge x +ar ithm +Ġw ish +ed s +Ġp ort +Ġp ressure +Ġb l +Ġb idirectional +Ġto po Ġ2 35 -Ġ2 97 -Ġ2 000 -Ġn am -Ġse p +um onia Ġe val Ġ3 20 -ap i -Ġre ason -um onia -atch ing -ot es +Ġre m +Ġre pe +Ġre ach +Ġre plic +Ġre verse +ad cast +ĠT rans +Ġg rad +Ġst rip ot ient -10 6 -Ġ4 00 -ens ion -Ġh or -sh ift -Ġde l -Ġde vice -int s +Ġ6 00 ab ove th al -Ġl ines -ĠC ond -35 469 -pro du -98 44 -In itial -ĠA t +Ġh uman +Ġwe ak +Ġ5 15 +ĠI Python +Ġex ception +Ġex plicit +Ġl r +cod ers +ess ion +Ġout side +con caten ĠA ction +ĠS ub +ĠS ampling ĠS iamese -Ġpro be -26 02 -Ġan gle -14 5 +Ġcon stan +Ġit ems +ap i +port ion +Ġen ds +Ġen ables +35 469 +Ġ8 9 +98 37 ĠR ule -ne g -ne umonia -32 9 +Ġpro j +Ġres earch +ip File +ĠN ow ĠM ix -and ard -ĠI Py -Ġres our +Ġacc ept +Ġcom pare +Ġcom patible ĠThe ory +26 02 +Ġnot hing +94 2 +94 7 +94 9 +def ined +95 1 +95 3 +rel e +rel ation +Ġha pp +ĠG enerat ĠG NN ĠG enetic -Ġnot ice -bo dy -34 2 -Ġad just -os ine -Ġset up -Ġun c -Ġun iform -Ġar g -Ġgenerat ive -Ġfol ders +Ġmo ve +ĠO ver ĠO ptim -Ġap pe -Ġap plications +ĠO pen +Ġun specif +34 2 +Ġsim pl +tr y +Ġgenerat ive +Ġso ft +ne umonia +Ġsub graph +Ġinitial ized +Se e +Ġqu ite +Max Pool +ST EPS +Ġprob e +Ġinter polated +Ġvari ant +Ġmap ped +Ġgener ally augment ations -gre en -ĠW ith -ĠTensor Board -ous ly -Ġhow ever -Ġgo al +Ġad just +Ġred uced +Ġatt ributes +Ġloo ks +Ġimpro ving +Ġro bust +Ġdes cription +Categorical Accuracy ĠTransformer Encoder -normal ized -Ġclu sters -Ġspe ed -Ġspe cif -Ġspe aker -ST EPS -ĠFor ward -be low -ache s -Ġinclu ding -Ġprodu ces -ĠConv olutional -bs olute -Ġent ry -Ġclo uds +Ġback wards +Ġrel atively +su ch +'] }, +Ġser ies +PO IN +Ġneighb or +Ġiter ations +Ġiter ator +Load ing +ty pes +Ġexp and +Ġ-- :-- Weight Normalization -Ġpat tern -Ġass um -Ġcol lect +Ġclo uds 090 8 -Ġgreat er -Ġlib raries -Ġappl ies +Ġdis able +ĠGAN s +tem p +Ġpower ful +Ġcrop ping +Ġcrop ped NAM E -part ition -'] }, -078 1 -stant iate -Ġknow ledge +percent age +Ġsent iment 117 2 -Ġ-- :-- -Ġcomputation al -Ġneighb or -press ion -Ġsign ific -Ġpy dot -ponent ial -ĠAda IN -ĠAda Match -Ġans wer -reconstru ction -Ġpers on +Ġsl ices +Ġsl ice Ġmix up Dist ance -spect rogram -schedule s -710 8 +part ition +be low +reconstr uction +ĠAda IN +ĠAda Match +828 4 +Per centage +Ġfilen ames +ĠBe cause +MeanAbsolute Percentage comb ination -Ġincor rect -Ġran k -Ġbene fits +Ġbenef its +710 8 +Ġdevelo p +gre en +Depthwise Conv +fra c ĠPoint Net -Ġtri ple -Ġcert ain +exist s +project ed +ĠOther wise VAL ID -Ġpract ice -Ġsever al +Ġsymb olic +chmar k +irect ifier PRO JECT -Zip File -ĠIter ate -ĠIPy thon +Ġdeterm ine +'/ ' +Ġess ent +Ġsqua re +Ġunspecif ied Ġ--:-- :-- -0 38 +MeanAbsolutePercentage Error +) ([ 0 65 -1 98 -3 98 -3 26 -3 93 3 186 -4 24 -4 48 -5 97 -6 28 -6 98 -7 00 -7 96 +4 20 +6 86 7 76 -7 36 -9 90 -9 26 -: : -C h -C PU +8 30 +> , +A b +A uth +C lip D I +D own F rom -I TH +K L L I +L O +L oc +L ast L JSpeech N E -P late -S qu -W ITH -a range -a ger -b ers -b ust +N orm +S pec +] `. +a vi b nn +b ins b igger +b uckets c am +d A +d iv d ce -f usion g ur -g round -j son -n a -n one +g ain +g enerate +m ak +m ixed +o ing +o ptional p apers -t ape -v en +s ent +s pe +s pec +t irectifier +u ro +w s w get +Ġ entropy +Ġ á¼ in come er st -er gence -lo y -or igin -ss ent -re c -re gex -he s +al so Ġa ug -Ġ1 18 +Ġs w +Ġs pectrogram ch ildren +ut er ut Mix -it ing -acc ard -Ġf ro -Ġf ed -Ġs ide -Ġs mooth -Ġc v -Ġc rossentropy +st ic +st orage la s -Ġp ut -ge st +Ġv ert +it es +it Hub +Ġ1 18 +Ġ1 64 +Ġ1 45 +Ġf an +Ġf am +Ġc v +Ġm iss +Ġin vert +ar ial +is ing +Ġb ucket +Ġb ilinear +et imes Ġ2 90 -Ġin structions -ent ity -Ġd ue -Ġd irection -Ġb i -Ġb ott -ate ly +Ġ2 96 +Ġn er +ic ubic +Ġe ver Ġ3 16 Ġ3 04 -Ġre view -Ġre place -et a -Ġth us +id ing +Ġre ached Ġtf p -ĠT arget -ot ation -Ġ\" \ -ens ive -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ -Ġh app -Ġh uman -Ġg ain -Ġde sign -Ġ5 15 +Ġg e Ġst ory +Ġst ored +data gen +th ough +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠ +Ġh ard +Ġ\" \ 12 07 -un ct -Ġas k -th at -th reshold -15 5 -Ġwe ak -Ġv is +ĠC I ĠC lass ĠC ase -35 5 -35 7 -20 1 +ĠC heck +con t +ĠA ss +ĠA ctive +15 4 +acc ard +pre v +32 3 +ĠS ha +ĠS up +ĠS elect +ĠS MILES +Ġnum bers +Ġcon straint +pro gress +tf c +arg e +ap is 20 48 -con catenated -25 4 +35 7 +Ġ8 8 +98 12 98 16 -98 37 98 58 -Ġ8 9 -vi ation -ĠA verage -ĠA uto -ff ine -ĠS MILES -Ġpro j -Ġcon nected -Ġan not -Ġsu g -13 4 -13 9 -conv olutional -Ġ10 9 -94 7 -ug ging -ĠM iB -ĠP os -95 1 -Ġcom pare -up per -Ġmo ve -Ġmo lecular +... ) +In t +ri ors +ĠD epth ĠD ownload Ġr d -Ġpre ssure -27 12 -rand int +ĠM iB +(\" . +ĠF ourier +Ġconv en +Ġconv net +up per +26 0 +13 4 +13 9 +back bone +oc us art Po -ĠF ourier -pre trained -Ġi a -Ġactivation s -tr y -str act +len eck +ĠIn stance +ĠG itHub +27 12 +Ġmo lecular +str ength +us ing +ĠE rror ĠE qual -ast le -back bone +ĠB ut ĠB ATCH -[: :- -Ġset ting -Ġun free -ĠIn te -Ġob s +ta pe +ta int +ast er +Ġget ting +Ġch ief +36 0 da ily -ĠO ver +Ġsa ves +inal ity +ĠU C +[: :- +Ġrep rod +Ġ13 1 +23 1 +Ġ` [ +Ġimplement ations +no isy +ĠV iew ĠRe ad ĠRe inforcement -Ġcont rol Ġimg aug -Ġsuper i -Ġstri p -Ġbo ok -ĠU C -ĠU sing -Ġro bust -ag ing -Ġmean ing -ob ject -plic it +Ġmin imum +Ġmin imal +Ġtrans lation AR Y -Ġover all -Ġinter polated -dist ribution -Ġstart ing -Ġwork flow -SE ED -ĠNe RF -Ġarchitecture s -gen res -PO IN +.] ]) +Ġmod ify +Ġ< = +Ġass oci +reg ex Ġcode book -Ġnormal ized -Ġvari ant -Ġcomb ine +gen res +ĠNe RF +itional Embedding +Ġdisc rete +SE ED lr s -count s -Ex tract +Ġconsist ent +Ġconsist ency +Ġsup ports +Ġimprove ment +dire ctories +Ġhead s +Ġincre ment CA Y -LR On -ĠAct ive +Th ese Ġspir its -Ġcase s Ġdl error -Ġappro pri -Ġappro xim -itional Embedding -project ed -Ġcol lection -stri de -no isy -Ġiter ations -Ġobtain ed -Com pute -Ġwrit ten -inter polation -neigh b -Ġcre ating -Ġpercent age -fin ing -Ġfin ished -DE CAY -dimens ions +Ġcommon ly +Ġme chan +dimension s ho od -Ġma de -Ġter m -ceiv ed -Ġpar allel -Ġrelat ively -664 4 -Ġspect rogram +Ġide as +Ġachie ved +iss on +tim es +Ġident ical +TFOp L +DE CAY +078 0 +ism atch +coun ts +Ġcontin ue +Log ger +Ġlead s +Ġassign ed +reconstr ucted +Ġcomplex ity +vers arial ĠPer ceiver +664 4 Pos ition +comb ined +Ġbenef it +CV PR mix er -Ġcategor ies +Ġfla g Ġanomal ies VOCAB UL -sim ple -Ġexist ing +Ġpref ix ĠStyle GAN +ĠCurrent ly +Ġprop ag +Ġclos er gu ard -vari ance -Ġca usal -Ġcos ine -Ġcapt ure -Ġwhe ther -educe LROn +verag ing +End point +Ġdebug ging +ĠNN CLR BE LS Float Progress -Ġes pecially -ĠNN CLR -occ upation -buck ets -Ġunc ert +WI TH +card inality +Ġvol um +Ġlit tle +occu pation +Ġrepe ated +concaten ated +Ġhapp ens ĠOptim ization -Ġsignific ant -Plate au +Down samples artPo le +Ġassoci ated VOCABUL ARY -educeLROn Plateau +" ]]) +' ; / ~ -0 76 -2 78 -2 33 +0 75 +0 68 2 37 -3 96 -3 17 +3 90 3 45 4 50 -4 96 +4 64 4 08 -4 27 4 46 -5 28 -5 17 +4 88 5 78 -6 56 -6 86 -7 50 -7 98 +5 46 +5 44 +6 24 +6 78 +6 97 +6 55 +7 24 7 47 -8 28 -8 64 8 86 : ], -C V -C rop +C GAN D K -D NN -E fficientNet +E LU E MBED -F I -G G G P G raph -G PU -G enerate -K eras -L O +I LEN +L inear M N M atches -M onitor -N o O T O ps R T +R eg +R egular S L -S P -S ince -a fter -c ard -c olumn -c ls +S elf +S imple +T extVectorization +b ott +c d d l -d ro -h aps +d types +f e +h y +h inge i ation -i des +k k k it +l im l relu -p or +n c +r ms s v -s up s pa -s imilar -t ings -t irect +s ince +s iamese t ables -u ation -u ms -u pl -w ing -w are +t utorial +t itles +u led x y x xs -} ) } / -Ġ Y -Ġ entropy -in ar +Ġ round in stances -at ively -at ically -er n -er ial +Ġt w +Ġt ables +at s +er nel +er efore +Ġa ffect +Ġs qrt Ġ0 3 Ġ0 6 -se gment -st ic -st ead -st orage +el s +el eb +la p +Ġv s +Ġv ary +Ġc lear +Ġm essages +Ġin it +ar l +Ġw alks +Ġb igger 00 24 -Ġf all -Ġs ens -Ġo thers -Ġc are -Ġp ict -Ġm ath -Ġm ixed +iz able +Ġ2 97 Ġ2 75 Ġ2 62 -is ing -Ġ[ - -Ġin p -ent ion +Ġ2 38 +Ġn or Ġn cols -Ġn atural -Ġb it -Ġb od -Ġb idirectional +Ġn grams +ur izer +um my +il la +ha ps +Ġ3 07 Ġ3 73 -ap is -Ġre current +Ġre cent +Ġre move Ġre pository -um ps -Ġ6 50 +ĠT em +Ġmodel ing +ul ate +all close +() ]) Ġ6 54 Ġ6 51 -ĠT h -10 3 +un g +un labeled Ġ4 32 Ġ4 000 +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠ -ul er -18 1 -ol low -ol der -\") [ Ġ5 16 -ex ists -un g -un labeled -Ġas pect -co ders -15 98 -Ġex act -Ġex tern +eat urizer +18 1 +Ġl ight +ĠC ategorical ĠC ould -ĠC SV ĠC utMix -20 2 -20 5 +con ds +con nection +ou b +ĠA ugment +ĠA ctor +ense mb +32 1 +32 2 +32 7 +ĠS patial +ĠS SL +\") [ +Ġcon strain +Ġcon catenate +Ġcon straints +tf ds +port ed ][ - -pro gress +17 7 +17 8 98 26 98 33 98 23 98 06 -Ġ8 8 -ĠS SL -ir d -ir plane -Ġpro per -Ġon ce -(\" -\" -Ġcon caten -Ġcon catenate -Ġcon fidence -16 3 -Ġan al -Ġacc ept -Ġacc ount -24 92 -ou b -ĠR NN ĠR ESIZE ... : +Ġpo tent +Ġpo larity +In ception +ĠD oc +ip es ĠM L -ĠM ulti -ĠN otice -ĠP ath +ĠM AE +24 92 +Ġal ign +Ġstr en +Ġcom e +(\" -\" +ĠF eed +14 3 +30 5 +Ġconv ergence +93 1 +93 9 +Ġsh allow +ĠL ike +13 37 +Ġax arr +fer red 95 2 -95 3 95 4 -Ġcom par -Ġax arr -Ġr ates -com ple -ric k -ĠG enerat -ĠF eed -pa ss +95 9 pa ir -vie ws -Ġso ft -max imum -Ġad ding -Ġad ded -back end -ĠB e +pa ragraph +([ ], +red uction +rel ative +tensor board +Ġha ppen +27 2 +Ġun masked ĠB iT -ĠB ecause +Ġ9 248 +ast le +19 78 +Ġ20 15 +Ġ20 16 +Ġmax val +de v +de coded 86 27 Ġ: ], -Ġget ting +Ġ26 3 +Ġpass es AT O -Ġstr en -Ġun masked -([ ], -ĠO ne -Ġmask s -Ġmax imize -Ġup per -Ġrepresent s -fil enames -ER IC -ĠLo g -title s +=[ " +col umn +Ġsub directories +Ġinitial ize +Ġsuper ior +Ġover view +Ġobject ive +ĠV ision +Max imum +Ġinter val +posit e +Ex tract +Ġvari ety +Ġsee ms +ors es Ġmin utes +Res idual +mon itor +Con figure +Ġad ds Ġdiscriminator s +ER IC +([[ " +ĠCon struct UN T -Ġcor rupt -Res idual -Res izing -Se lf -Max Pool +ars ing +ched uled +ĠSe quence +vector ization ĠTransformer Decoder -Ġweight ed +Random Normal +Ġent ailment +ĠDe code +Ġcont em AM ES -Ġfe el -Ġpass es -Ġinte gr -ta iled -sc ore -the ta -pref ix +reg ister +Ġdisc ard pen alty -Ġconsist ency Ġcomb ining -rad itional -Ġent ailment -Ġdisc rete -ĠAct or -LEN AMES +istic Endpoint +ite ms +Ġneighb ors +Ġhel per +yperpa rameters +Ġsep arable +Ġfactor s +Ġshort er +Ġoptim izers +Ġoptim ized +ĠEx ample 014 7 -ĠSe lect -ĠPro ject -Ġcomple te +Ġpar se +case d +ĠVal ue +Ġexa ct +Ġups ampling Ġspirit uality -Ġoptim ized tfre c -Ġfloat s -si amese Ġcur ves -spe aker -enc ies -078 0 -Ġwalk s -Ġpol arity -ĠEfficientNet B -Ġpres erv -Ġreg ard -Ġsent iment -Ġneighb ors Ġcap acity -atur izer -Ġpar se -Ġele ment -Ġcent er -Ġhel per +Ġaggreg ation +efficient net +Ġstat ic +Ġstat istics +stand ard +ĠBatch Normalization +ĠMobile ViT vis ible -Ġcontin ue -Ġcontin uous -Ġra ise -Ġcomplex ity -writ e +Initial izer +dog s +Ġop posite +Ġconf idence +ĠMask ed +And Position 66666666 6666 +ident ity +ĠâĢ ¢ +Ġquick ly +Ġdepend encies +Ġpict ure +Ġinterpre ted +/* \")) +Ġhal f ĠSim CLR +google apis Ġwom an -ĠMel GAN -ĠMask ed Ġbal anced -ĠMobile ViT -Evalu ating +ĠMel GAN +Ġindependent ly +Ġoccu r +Rep eat +Ġdescrib ed }% \". -Ġiss ue -ĠValue Error -And Position -aint y -LAY ER +Ġrespon s +ĠNot ice Ġdiscount ed -Ġta gs -release s -Ġappropri ate +LAY ER +Ġtriple t +arithm ic +ĠTrans fer +rele ases +spe aker +taint y DK it -tirect ifier -Ġpict ure -Ġbod y +ILEN AMES +rms prop AndPosition Embedding % ; -' ; -0 75 -2 97 +' ve +( { +. ). +0 33 +2 33 +3 50 3 64 4 000 -5 24 -5 56 -5 46 -5 88 +5 20 6 90 +6 56 6 76 -7 28 -7 97 -8 45 -8 05 +7 00 +8 64 8 18181818 8 333 -> , -A bsolute C C -C GAN -C SV -C lipping -D B +D S D IR -G D I SE L G L en +L ist +M y +M SE +N T O ISE P lot -P atches P ER +P atches +S P +S plit +S ub V X -W hen +X ception ] \", _ \" -b a -b i +a ir +a clImdb +b ine b box c itations d at -d ty -e ck +d ro +d eg +f lo +f an g c -g ate -i ences +g round +g ments +h older j umps -l i -m ak -m ake +l er +m argin m aster n ers -p p -t imestam -z en +p r +r nn +s k +s at +s im +s ci +s quad +s ession +u py +v ent +x ception +y ond +á ½ Ġ $ -Ġt w -Ġt alk +in ar +in ference Ġt uning -Ġt raditional -er man -on gs +Ġt alk +Ġt rick +at tr +er n +or es +or ker +Ġs ort +Ġs chem +Ġs cheduler Ġ0 0 Ġ0 8 -ac lImdb -en alty -or pus -ss l -re q -se l -\" ): -Ġ1 64 -Ġ1 45 +el lo +el ines +ch ive +re cated +st it +st ddev +Ġv gg Ġ1 38 -im ation -po st -ur ope -Ġf ast -Ġf ield -Ġs k +\" ): +Ġf le +Ġf all +Ġf ive +Ġf inally +Ġc r +Ġc ached Ġc itations -la p -la st -Ġp ick +Ġd ilated +Ġm er +Ġm eta +Ġin stantiate +ar m +ar ding +ar ily +Ġp unctuation Ġp neumonia -Ġm oment -Ġ2 38 -Ġ2 34 -ic ial -ed s Ġb box -am ily -Ġe ssent -Ġ3 30 -Ġ3 07 -Ġre p -Ġre mo -Ġre cent -Ġre search -il la -om n +et rie +Ġ2 34 +ep isode +Ġe ff +il d +il ing id ity -id entity -ĠT rans +om n +Ġre versed +iv ing +ol ver +pl ing +Ġg row +ul ative +ce il ot une +10 8 +Ġbe yond +Ġas cent Ġ\" [ -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠ -ul ative -Ġh our -Ġg ive -Ġg row -ol ver -Ġde b +ist ency Ġ5 13 -int e -ist er +ĠI ndex +ĠI OU 12 2 -un it -Ġas cent -co efficient -Ġex ec -ds o ĠC ritic ĠC CT ĠC ATEGORICAL -20 3 -96 67 -con nection -25 1 +con trast +ĠA fter +ds o +15 98 +ĠS cale +Ġcon cer +Ġcon nect +ly ing +Ġim show Ġ7 68 -98 12 +96 67 +Ġ8 00 +17 2 98 19 +98 47 98 61 -Ġret rieve -Ġim show -ĠA ugment -ly ing -Ġsh ift -Ġsh ots -Ġsh allow -Ġcon nect +ĠR efer +Ġsu it +Ġ' [ ter ms -14 3 +ĠD CGAN +16 2 +test ing +Ġal tern +Ġacc epts +ĠF reeze +ric es 14 8 +14 18 14 13 -ip es -ĠR un -13 37 -32 3 -94 2 -ĠM AE -tf ds -Ġcom e +Ġconv ention +93 4 +Ġsh ots +ĠL ambda +ĠL abel +94 8 +ak es +ak ing +Ġ32 2 Ġ16 000 -ĠI OU -ĠD epth -Ġr untime 08 34 -Ġ32 2 -Ġal ign -ard ization 99 1 -len eck Ġ/ = -ng lish +ĠIn ter +ĠIn volution ĠG ated -ĠG oogle +Ġmo ves +ĠO r +process or +ĠE ng Ġ28 8 +Ġun cer +Ġun known +ĠB ert +tra jectory +ally Con +ĠK ID +ari ational +Ġlog probabilities +Ġch o +Ġch oice +Ġappl ication +36 3 tr im -Ġper io -Ġch an -ĠE nglish -21 1 -process or Ġ15 4 Ġ15 7 -ĠB ut -ĠB ert -log y -Ġget s -23 1 -ĠIn t -ĠIn stance -ĠIn volution -Ġfil ename -Ġob serv -su ch -ord A -np ack -smooth ing -Mean Absolute -squ ad -Ġsc ience -Ġqu ite -Ġqu ick -ĠU npack +Ġcol ormap +ma ke +Ġ: ]) +Ġvector ization +co efficient +Ġsub sequent +lat est +Ġover write +Ġover ride +ĠH T LU MN -rit ical -ĠK ID -Ġlog probabilities -Ġmat ched -Ġcolor map -Ġinst inct -82 35 +Ġdifferent ly +ĠV GG Ġel if -Ġinter pre -ared Error -Ġtransform ations -vector ization -Ġload ing +ay s +ĠRe LU +Ġsc ience +Ġ_ ), +Ġinst in +Ġindex es +Ġman ually +Con stant +Con sider +ĠCom bine +82 35 +ie ve +ĠAPI s +Ġatt ached +ĠCon ditional +Ġca use +Ġformat s +ĠConv olution +Ġsplit ting +Ġoper ate +Ġstandard ize +vari able +ĠSt andard Implement ation -graph s -ched uler +Ġtra ditional ys ics -Ġoper ate -ite ms -ech an -perpa rameter -cont rast -015 1 -Ġconvert ed +dire ction +Ġmatch ed +Ġlinear ly +Ġchan ges ĠAdd ons -Ġfun ny -Ġextract ion +Ġproble ms +Ġloc ally +Load s Ġunder lying -Ġmet a -Ġoptim ization -Ġide as -Com pile -CO LUMN -right ness +Multi ply +Ġeas ier +Ġupd ating +Ġoptim ize +015 1 +Ġhyperpa rameter +Ġcomp ilation IG ITS -ĠGAN s -ĠQ u -Ġachie ved -Ġoff set -ho st +Ġestim ates +ĠPro ject +Ġextract ed +Ġpla y +Ġdemonstr ation +Ġstrong ly +CO LUMN +Ġconstr uction +Ġconstr uct +.]] ]], ey e -Ġsup port -Ġdesc rib +Ġcap able +erial ization +rest b +ĠIM DB +ĠAl so +Ġtrack ed +Ġconnection s +Ġrec urs +Ġrec ipes ĠEn code -ca usal +ĠMy Model +Ġturn s wav s -stand ardization -rest b -ĠPre pare 866 7 -comb ined -Ġlead s -Ġfla g +dis able +Wh at +Ġcalcul ated bound ing -tra jectory -spec ific -google apis -olog ical -Ġinde pendent -aut otune -ĠMax imum +Ġappe ar +Ġregard less +ici ency +Ġunf reeze +Ġcoun ts +Appl ies +Ġreser ved +Ġdiff ic +ĠMap ping +cript or +Ġcapt ure +Ġupsample d +itud e anit ize -Ġdil ation -Depthwise Conv -kn own -Ġrespon s -sist ency -ĠCond itional -Ġtriple t -PROJECT ION -Squ aredError -unct uation ĠPos itionalEmbedding -Ġrd kit +aut otune +prior ity +Ġfun ny +Ġconstan ts POIN TS +PROJECT ION +Clip ping +uro pe +Ġrd kit +Regular ization +arl ier Ġstren ged +standard ization 818181818 1818 Len Feature -dty pes jumps up +upy ter +ĠEng lish +allyCon nected +" ]) +' ), +' )) +' ]] . \ -/ . / \" -0 33 -3 50 -3 90 +0 60 +1 64 +2 97 3 76 -4 26 -5 98 -5 26 -5 30 +3 66 +4 84 +4 34 +5 64 +5 56 5 75 +5 76 +5 88 +6 50 6 08 -6 55 -7 17 -7 33 -7 27 -A t +6 38 +7 96 +8 84 +8 55 +8 80 +C or +C re +C ol +C ross C ROP -C osine -D S -E valuate F ixed -F unctional F igure +F ILENAMES G R -H ow -I F -L D M o M ol -N T +P ass R ESIZE -R otation -S o -S AMPLES -S GD -T hen +S w +S CHEDULE T NP -U LE U FF -Z oom -c p -f irst -g ged +a ccuracies +b z +c ise +d if +d ilation +e agerly +f ill +f ree +f older +g elu h t -i ency +h and +h orses +i j k aggle -l m +l s l inal -m y -m it m isc -m argin -o x -p an +n ed +n ow +o od +p ical r ng -s k -s che +s w +s cal s cat +s istency t ight t pu +u ss +w alk w atched -z ing -at tr +z os +Ï ĥ Ġt np -Ġt ables -al e +Ġt exts +en coders +Ġa c +Ġa clImdb lo l -or ed +es ides +Ġs it +Ġs pect +Ġs light +Ġs quad +re m +re view se ction +se cond +im ents Ġ1 10 -de coded -le s -ar ial -ar ily -acc uracies -Ġf ive -Ġf aster -Ġf raction -Ġs a +Ġ1 32 +Ġf ra +Ġc ategory Ġc ycle -Ġp l -Ġp la -Ġp rom -Ġp ort -Ġm essages +Ġd ir +Ġm el +Ġm ention Ġm illion -Ġm echan -ge s -ge lu -Ġ2 50 +po p +Ġin verted +ed ia +ct c +Ġb us +Ġb ook +an ts Ġ2 17 Ġ2 13 -Ġ2 07 -Ġ2 65 -Ġin du -an y -an ded -an not -Ġn er -Ġb us -Ġb igger -Ġse x +Ġ2 58 +ag rad +ag greg +Ġe arlier Ġ3 28 -Ġ3 08 -ap or Ġre peat -Ġre ached -Ġre produ -il d -el lo -ct c -Ġth ink -10 8 -Ġ\" < -Ġ\" \" -ul l -ul um -Ġmodel ing -Ġh al -Ġh um +ad elta +ol icy Ġg p Ġg od -Ġg rad -Ġde cision -\") ], -ategor y -int ain -pl ies -co s -co pe -15 4 -ow ledge -Ġv ary -Ġv olum -Ġv ariables -Ġex c -Ġex tent -Ġl ight -ĠC urrent -35 9 -20 4 -20 8 -con s -con ds -98 47 -)) [ -port ion -ĠA ll +ul um +Ġst ri +un cased +ex cept +th es +Ġh um +Ġh ist +Ġh old +Ġ\" < +Ġ\" \" +Ġ5 17 +Ġl iter +ĠC l +Ġout lines +con f +ect ing ĠA VX -Ġbe com -pat ience +pre h ĠS T -ĠS ampling -Ġy ield -ri de -Ġcon struct -16 2 -16 8 +ĠS top +\") ], +Ġcon sum +Ġan g Ġan t -97 80 -14 1 -14 18 -Ġout lines -Ġ10 1 -94 8 -75 84 +Ġse conds +ap or +35 4 +35 9 +ver ages +17 9 +98 68 +Ġpro file +Ġpro portion +ampl er +ult imodal +ĠD o +ĠD uring +ĠD ogs +Ġres ources ĠN ER +Ġ" "" +ĠF it +Ġ10 1 +Ġ10 4 +14 1 +30 8 ĠP atches -95 9 -95 56 -ult imodal up scale -Ġne ver -ver sed -ĠD ogs -ĠD CGAN -Ġpre f -Ġlo t -com ponent +Ġsh uffling ĠL ib -uff ling -ĠThe y -pre v +com ponent +95 56 +75 84 +Conv ert +pa rable +Ġde al +08 29 +99 99 +ĠIn stead +27 0 +27 3 +27 9 +Ġma jor +Ġma ster +us es +ĠE valuate +62 1 +ĠB inary +ĠB uffer 37 50 -bo ard 70 59 -Ġper forms -ĠE rror -Ġco lo -work s -36 0 -ĠB uffer +Ġ20 6 +Ġ20 7 +Ġ20 17 +77 9 09 14 09 13 Ġ: - -Ġ: ]) -inal ity +Ġ26 5 +cat s +Ġencod ers +get item âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪ -Ġâ Ģ -Ġmask ing +Ġover lay +index es Ġ27 9 -ĠRe LU -Ġdif fic -Mean SquaredError -Ġsc en -CH ED -Ġro t -Ġ` [ -Ġadd itional Ġj et -ampl er -De cay -ĠV ision -ĠW hen -pad ded -01 50 -Ġimplement s +Ġweight ing +ĠRe move Ġtoken izer -Ġmin imal -Ġ36 928 -Ġover lay -sub set +ful l +ful ly +Ex tra +01 50 +ĠCom plete +ress es +Ġatt em ec g -ffic iency -Ġstart s Adam W -Ġkey s -Ġline arly -Ġsee ms -.... .. +ĠRes caling +Ġmod if +Ġass ume +ze bra +Ġprod uced +ĠSt andalone ĠSt anford -pen ding -Ġprodu ced -ars ing -Ġvari ety -Ġenco ders -Random Rotation -Ġhead s +ON IA +Ġwindow s +Ġconsist ing Ġgre edy +Ġdep ending +DT H +Com pile +UM ONIA +Ġdown sampled Ġzip file -UM ON +multi processing +ĠSet ting +ĠX ception +commend ed +016 2 +[[ [ +ĠPre process +ĠPre diction +inter val +ctivity Regularization +Ġcomp iler 014 9 -Ġway s -Ġextract ed -Load ing -Ġdict ion -Ġexperiment s -Ġac lImdb -ID TH -Ġoptim ize -Ġwrit ing -unc ased -Ġexpect s -ĠGPU s -med iate +Ġty pical +ĠData sets +oment um Ġoff icial -percent age -Ġups ampling -crop ped -Ġspec ial +ĠCustom Layer +Ġra gged +Ġexper iments +Ġ0000 1 +Red uceLROnPlateau +Ġsetting s MultiH e -Ġma intain -Ġcommon ly -Ġty p +Min imum +Ġdoc s TF Record -Ġext ra +Ġsign ature +Ġeffect ive +Ġeffect ively +dr ive +Ġefficient ly Ġpy ramid -Ġvie ws +Ġview s +ĠPass ing Ġans wers -Ġsqu ad +Ġtrun cated +Ġrema ining Ġhim self -dis able -Ġrec ipes +Ġspa ces +roll ing +Ġtre ated +Ġflip ping +Ġins p +Ġwrap ped ĠSw in ĠSw itch -vers arial -local host +Ġinfer red +Ġincor rectly Ġsem antic -Ġautom atically -Ġdevelo p -ĠPredict ion +clean up +Mask ing +Ġpack age +Ġdocument ation +Ġ184 96 Ġnd image -hor ses +Ġconfigure d +SAMP LES +ref lect +Ġbott om +Ġtrunc ation +LearningRateS chedule +ele ment +Ġbro adcast +Ġremo ved Ġrelationsh ips -Ġbas ic quant ized Ġimbal ance -dig its +rupt ed +NE UMONIA Ġge om -rea ms -Ġincorrect ly -NE UMON -Ġfro zen -Ġsug gest -Ġuncert ainty -FI LENAMES -card inality +nc zos column s -Ġextern al -sel ves omn iglot +Ġuncer tainty trim aps -Ġperio d restb ps Fixed LenFeature scat ter -CHED ULE -NEUMON IA -' . -) ([ -, )), -. ). -2 93 -3 66 +' d +' } +. ), +0 986 +3 40 3 121 -4 28 -4 97 +4 25 +4 04 +5 26 +5 97 5 38 -5 37 5 84 -6 50 -6 17 -6 30 -6 38 +5 37 6 70 -7 93 +6 80 +6 07 +7 33 7 157 7 255 -8 04 +8 00 +8 90 8 46 -8 84 +8 40 8 85 -9 96 -9 27 -= > -A b -C R -D ot +9 20 +9 25 +A P +B LE +B efore D CE -F e F eed +H e +H uber M ed -M SE N OISE -R ep -R un +P ath +R est +R etinaNet +S um S ize -T h -T ML +S ample +T E U B a z -b ine -c r -c ial +a ran +c ell +c pu c url +d el d one -d if -d ogs -e g -f ort -f older -g ain -h ing -i or -i ated +e ar j itter l ick -m pt -m emory -n on +m eric n cols -r id -s atur -s lope -y e -at s +p ts +r n +r ink +s p +s pect +u la +u plic +v ideos +w rap +z oom +Ġ imag +Ġ ri +Ġ queue +== => +in ferred +Ġt ell +Ġt ries at oms -er nel -en v -or al -st all -he d +al e Ġa st +Ġth ink +Ġs ex +Ġs pat +el er +el ess +ut puts +st all +la ying +Ġv an +se en +se parable Ġ1 16 Ġ1 46 Ġ1 59 Ġ1 39 -Ġ1 21 Ġ1 85 -de lta -ra p -ur b -it ation -00 3 Ġf ix -Ġf amily -Ġs eries -Ġs aved +Ġf reeze +Ġf ocal +Ġf ocus Ġc ar Ġc ir -Ġp enalty -Ġm el -Ġm aster -Ġm iss -Ġm ention -ro t -ro ut -Ġ2 12 -Ġ2 22 -Ġw ave +Ġc our +Ġc odes Ġd r -Ġd ir +Ġd er +Ġd est Ġd ensity -Ġn orm -Ġre pe -Ġre move -um my -lay ing -et imes +Ġm ar +Ġm is +Ġm erge +Ġm agn +Ġin c +Ġw ave +ed irs +is ely +Ġp iece +Ġp arsing +Ġb la +Ġb rightness +an not et une -ce il +ro cess +Ġ2 12 +Ġ2 98 +Ġ2 22 +Ġ2 23 +ep isodes +ic able +ur b +Ġe y +ig ate +ig ma +ig uous +Ġre ally +Ġre build +ad ing +Ġis instance +ĠT uple +iv ity +ol ved +Ġg ather +Ġg erm +res sed +Ġst ud +Ġst oring +Ġst orage Ġ6 53 -iv ing Ġ4 04 Ġ4 09 +ab normal +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠ +qu estions +to chastic Ġh ub -Ġh orizontal -Ġg erman -sh ade -Ġde al +Ġh inge Ġ5 14 Ġ5 0000 +Ġ5 000 +ĠI D +eat h +Ġx ception +ĠA meric +Ġor thogonal +ĠS elf +ĠS parse +ĠS imilarity +ĠS uch +28 0 Ġimage io -Ġst ud -ab normal -qu estions -to chastic -co co -co py -Ġex port -Ġl it -urn s -ĠC ategorical -ĠC heck -ck pt +96 8 +96 95 +pat ibility +Ġpa in +ver bose ][ : -Ġnum bers -98 68 -ĠA mer -ĠS patial -ĠS imilarity -Ġy ields -ense mb +17 3 +ĠR DKit +ĠR MSE Ġpro f Ġpro ced +... ] +stan ding +Ġres izer ext end -Ġsh ifted -Ġit ems -97 92 -ĠR DKit -ĠR MSE +Ġus ual +ĠM in +Ġstr ug +Ġcom patibility +ĠF inally +ud o +ĠP rint +ĠP lease mo bilevit -Ġ10 4 -32 2 -32 7 -0000 0 +97 92 +ĠL SH 94 17 -64 0 -Ġdef init -ĠN umer -Ġconv net -Ġact ual -Ġne arest -Ġ16 9 -Ġ16 512 -ase s -Ġmo der -Ġmo bilevit -ĠD ropout -08 53 -Ġres izer -Ġpre cise +0000 0 Ġ32 1 -ard ware -ĠL SH -62 1 -ph ysics -ph ological -40 6 -ĠF it +Ġ16 9 +Ġ16 512 +08 32 +08 53 +radi ction +ĠG C +ĠG round +Ġmo bilevit +eth ink +str ucture +ĠE ither Ġ28 4 -ud o -39 2 Ġper haps +float x +ph ological +ph ysics +oo ks +Generat es +Ġlog ic +39 2 idx s -36 3 -ĠB y 09 35 -Ġpredict ing 47 325 -Ġstr ug -Ġun it -Ġsim pl +Ġdo g +Ġdo gs +Ġ26 7 Re ad -Re ference Re cords -ĠIn ception -Ġ26 7 -Net V +co py +np z +Ġbuil ds +Ġsub jection +Ġsub tract +Ġ14 9 MA E MA L -Ġ20 6 -Ġkernel s -Ġ14 9 -ĠRe move +Ġload s +Ġimplement ing +fn et +cor ners +op en Im ages -Ġmax val -index es -Ġsub jection -Ġvector ization Ġqu estions Ġqu otient -ĠH TML -Ġdo ing -op en +Ġcomput ing +pect ed +no stic +ĠRe cognition cent ration -ag greg -ĠK ey -Ġcons ci -Ġresult ing -ĠDe code +Ġprob ing +Ex ponential +Ġwhere as optim ization -ful l -ful ly +Ġperform ing +Ġperform ed +Ġco ver +Ġcorrespon d +Ġcons ci +Ġrun s +ving Be +Ġmin im +Ġmin imize +Ġcustom ize +Ġred ucing +Pre processing +Div ergence token izer -Ġlist s -ĠCom bine -clo se -Ġtime step -ĠTransformer Block -Ġobject ive -Ġspe ak +ĠCon catenate +ĠCon trastive +ass erst +pol it min imum +Ġmod ules +Ġfe el +cre te +ĠTransformer Block +Ġpath lib +Set ting +Ġap pend +Ġregular izers +Ġdisc uss cud art off sets +Ġreconstr uct +Ġevalu ated +Ġdep endent +Ġdep artment ans ion -ĠSt andard -Ġcode s -Ġany thing -ĠConv olution -Ġconsist ing -ĠCon trastive +check points +Ġmatch es +Ġform er +Ġdown sampling 190 7 -Random Zoom -rad iction -Ġinv ari -Ġhy perparameter -Categorical Accuracy -Ġproble ms -016 2 +ĠWh ile 016 5 -istic s +ĠPre dict Weight N -pol it +Def ining +inter p +inter mediate 015 9 -017 0 -017 4 -Ġform er +Ġestim ated +yn chron +ĠVal ues LA BELS -cor ners -aving Be -ĠSe lf -Ġdis k -no stic +017 4 Ġgen res -Ġmodule s -Ġpower ful 094 5 -Ġcomp iler -Ġcount s -Ġdemonstr ation -inter p -inter val -edu c -DT r -Tensor Flow -Ġfin ally -vide os -Ġdirect ly -Ġrespect ively -ass erst +Ġserial ize +Ġserial ized +emb le +.]] ], +Ġmak ing +Ġexper i +Ġappro xim Ġachie ves -Ġspec ified +Ġrefer red +Ġ0000 2 +Ġ000 05 +ĠAl low +Ġexist s +mar ies +Ġproject ed %| âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -093 3 -Ġstructure d -Ġma j -dr ive -........ ........ +âĢ Ļ ĠNo Entailment -Ġupd ating -IR Net -Ġeffect ively -Ġsqu are +Ġintrod uce +ang uage +Ġrepla ce +Ġstan ds +ĠPixel ConvLayer Ġsyst ems -late st -reconstru cted +093 3 +IR Net +vert ical +ĠMobile NetV +Ġprior ity +Ġpattern s +timest amp Ġpers onal -ĠPixel ConvLayer +Ġcalcul ation +Ġdetermin istic +ĠLog isticEndpoint ycle GAN -Ġefficient ly -Ġprob ing +Ġincor por +Ġreview s +Ġagain st learn er -Ġsl ices -Ġsl ice -ang uage -ash ion Ġanomal y -Ġincor por -Ġassign ed -MS prop -clean up -Be fore -Sh uffling -Zero Padding +Ġdecre ase +Ġcollection s Ġrout er -Ġagain st -episode s -Ġconst rain -Ret inaNet -Trans fer -Ġinver ted -Ġ184 96 -inclu de -Ġfo cal -Ġgu ide -Ġdescript ion -vent ure +Ġcoun ter +Ġpict ures +Visual izing +Ġmeaning ful +Sh uffling +Ġho st +ĠKey word +Token izer +Hash ing +Ġanal y +Ġaccu mul +Ġcou ple +AS Net Ġaim s -agn itu -Ġarbit rary -Separable Conv -Ġnam ed -Ġresour ces -ĠClass ification -ĠInte ger +Ġden ot +Option ally +Ġstream s +Ġreplic as Ġrobust ness -plicit ly -EfficientNet B +Ġdisable d +KL Divergence +Loc allyConnected +mak edirs +Ġfam ily +ĠClass ification +Ġreprod uc +Ġmechan ism +times eries +TFOpL am +Ġvolum etric +ĠDoc ker ATO MS -timestam p -ĠTrans fer +flo or +vent ure +Ġfle x +ĠHT ML +Ġdiffic ult linal g -Ġhal f -Ġvolum etric -Ġdiction ary +Ġslight ly +Ġhist og Ġgeom etric lick r -mpt y -Ġrepe ated Ġstud y -ĠAmer ic -Ġproced ure -avingBe ard +ethink ing +vingBe ard asserst ein %|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ | -) ]) -0 30 +( * +) / +0 67 0 180 -1 93 -4 04 +2 78 +4 24 +4 0000 4 38 4 70 -5 76 +4 86 +5 25 5 45 5 85 5 87 -5 44 -6 93 -6 75 +6 26 +6 04 6 37 -6 07 +7 97 7 941 -8 90 -8 55 +8 04 8 186 8 137 8 00000 -A P -A ss A vg -A PI B ond B iT -C lu C artPole -C orpus C ello E le E NC +F it H ill H orizontal -M etric +H yperparameters +L D +O ptimizer P NEUMONIA -S ome +R E +R N +S er S AM S hot -S imilarity -S ON +S aving S upervised S emantic -T ime -] `. +V GG +] } +] ', ` ) -b z -b ott -b eta -c pu -c ustom +a ce +b rid c ritical -e at +c isely +f ort +f reeze f eed -i val -i red +g rayscale +h n +i able +k ing +l i l ite m m -m or +m ing +m ore +m omentum n is n ight -n the -n owledge -p r +o y +o ptions r ender r untime -r atios s r -s is -t re -t utorial -u py +s ign +s peech +s caled +u rable +w alks x f -x ception +y ou } \". ð Ł -Ġ ZipFile -Ġt au -Ġt ries +Ġ er +Ġt rim +Ġt anh +Ġt ips +at ic +at ures er ter -Ġ0 0001 -en coders -re view -se ss +Ġ- = +or ation +Ġa ctive +es ts +es ian +Ġth erefore +Ġs po +Ġs olution +Ġs ignal +ra st +el ves +ss l +Ġthe ms +Ġthe ta +ch ollet +ut ed +ut ers +st on se udo -st it -st op -Ġa ffine +it o +it ation +im plement +im ension Ġ1 12 Ġ1 93 +Ġ1 40 Ġ1 36 Ġ1 44 -ch ol -ch ange -im db -ra ight +Ġo ps +Ġo bs +Ġc nn +Ġd at le aves -ur ch -ar on -ar ds -it o -it es -00 80 -Ġf ra -Ġf low -Ġf ft -Ġf lip -Ġf lipping -Ġs w -Ġs ort -Ġs igmoid -Ġs itu -Ġs chem -Ġs cheduler -Ġc ause -Ġp ack Ġm u -Ġm ot +Ġm on +Ġm ach +Ġm ind Ġm us -Ġm agnitu -ro g +ar on +ar ds +ct ave +is ible +Ġb i +Ġb ce +Ġb order +Ġb ring +Ġb ool +an i +an um +an ish +et e +ent ity +Ġ( ' +Ġ2 28 Ġ2 16 -Ġ2 93 Ġ2 21 -Ġ2 23 -Ġ2 58 -Ġw on -Ġin it -an e -an i -Ġd an -Ġd raw -Ġb order -put es -Ġse conds +ag ged +ag nostic +Ġe ager Ġe urope -Ġre pl -Ġre ach -Ġre ally -Ġre use -Ġre mainder -Ġre build -Ġre views -ct ave ig ion -ig ate +Ġ3 60 +Ġre cords one DNN -ĠT ak +ens enet ĠT ake -10 9 -Ġis instance +pl us Ġg MLP -ol s -Ġde viation -Ġ5 24 -Ġ5 000 -Ġst op -Ġst ability +ce ed all en -if er +Ġst ra +Ġst age +Ġst ages +Ġst ores +ef t ith ito +di stances +10 9 +Ġbe h +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĊ qu estion -th og -co ords -Ġx ception -mb ol -Ġex clu -Ġex cept -Ġex ception -Ġex ponential -Ġl iter -35 4 -96 22 -25 2 -98 93 -In volution -ĠA ss -ĠA fter -Ġbe gin +Ġ5 900 +Ġex tent +)) [ +ĠC allback +32 84 +ĠS c +ĠS caling +ĠS imple ĠS upervised -lu s -num erical -(\" / -Ġsh are -Ġcon du -26 32 +Ġcon st +ke ithito +Ġpre par +Ġpre paring +Ġan gle Ġan imal +Ġse cre +96 22 +ver Strategy +Ġbatch ed +num erical +17 4 +98 32 +98 93 +chan ge ĠR ate -ne ar -Ġle ver -Ġ10 7 -32 1 -04 8 -ĠM apping -ĠP ad -Ġconv ergence -Ġpa in -Ġ16 6 +Ġsu ppl +Ġpro cessed +Ġpo le +In volution +eg rated +ri ct ĠD load -08 32 -Ġpre paring -27 48 -Conv ert -99 99 -ric es -fer d -40 3 -40 9 +Ġres ha +Ġres cale +Ġr at +Ġr ely +Ġal ph +Ġstr at +Ġacc eler +Ġcom preh +(\" / +ĠF ran ĠF eature ĠF ix ĠF MA -ke ithito -pre h +Ġ10 3 +Ġ10 7 +ind ic +class ed +ĠP ad +ĠP andas +Ġar chive +26 5 +conv olution +mo ving +Ġsh ift +ĠL eft +Dense Net +94 3 +04 8 +04 40 +fer d +Ġ16 6 cal culate -str ation -Ġch o -Ġch allen -ĠE valuate -ĠE pisode -Ġco ords -34 64 -Ġad v -Ġad vant -19 95 -77 1 -77 2 +76 8 +tensor s +ĠG ener +ĠG aussian +ĠG RN +ĠO ptimizer +os Med +Ġun roll +ĠB rain ĠB ack -em pl +tra ck +Ġone API +log it +em a 84 33 +Ġi aa +19 95 +34 64 +Ġch allen +Ġdim s +Ġsim plic +tr un +Ġsa id +ĠU ps 09 22 -Ġhe art -os Med -log it -Ġset tings -Ġstr at -Ġpo le -ĠIn stead +Ġab s +Ġab ility +ĠTensor flow +ĠW I +ne ar +For ward 87 36 -des cript -Ġgenerat es -88 00 -Ġone API -ĠO b -app ed -Ġap plication -ĠRe ceived -Im gur +co ords +Ġencod es +Ġcor rectly Ġdist ort -Ġdist ributions Ġdist ances -au ss -ster ior -Ġsc ores -Ġsc ipy -IN IT -Ġdo g -Ġsense s -Ġk ind -ag nostic +88 00 +col ormap +Ġkey point +Ġta u +cor relation +ĠH ence +Im gur ĠV ector -ĠV ariable -ĠW hile -stru cture -Ġdifferent ly -01 96 -Ġimplement ing +ĠV isual +ĠV AE +Ġ27 2 +Ġj o +regular ization Ġmat ter -Ġprocess ed -ribut ed -SN LI -color map -ie ce -Con t +ĠRe ceived +IN IT +Ġinter vals +Ġco eff +Ġco ords +01 96 +Ġgraph viz +pha se +Ġtrans cription +ĠIm ages +Ġdet ections Con trastive -dist ances -alle st +Ġad vant +Ġcre ation +ĠCon sider +Ġorder ed +Ġdefault dict Ġlow res -Ġkey point -ĠAd am -ĠIm ages -sc i -sc an -Ġdepth wise -Ġnegat ives -Ġ< = +Ġimpro ves +SN LI +Ġro le +sub dir +Ġent ries +Ġstandard ization +Ġrel ated graph ics -ans wers -St ep +Ġnegat ives +Ġdistribution s +GAN s +Ġscal ars +Ġ... ) +cud nn +'] ], +Ġser ve +Ġser ves ys is -Ġinitial ization -pen AI -ĠCon struct -Ġtr unc -rad ict -br id -Ġexp la -Ġexp lor -Ġexp anded +Ġimprove ments +Ġdep recated +Ġdep rocess +ans wers +Ġpat ient +Ġpip elines +Ġdeep er +ĠTF Records +ĠUp load +Ġiter atively +Ġloc ations +multi ply +ty pically +crop ping Ġexp ansion -Pre processing -Categorical Crossentropy +ĠX ferd +rameter Ser +ĠWh ere +016 0 016 9 -Ġredu ced -Ġredu cing -ĠLe ft -ĠUp load -Ġpat ient +Ġlower case +Ġindic ate +Ġ96 4 +ĠTPU s 015 3 015 6 -ĠX ferd -ĠTF Records -Ġevery thing -cor relation -Ġproject ed -Ġiter atively -Ġestim ated -Ġdoes n -Global MaxPooling +eb ra +ĠLayer s +Ġextract ing +Ġsuccess ive +Ġbel ieve +Ġpres ence +Ġpres ents +sha de +Ġquant ization +An other TR AN -fin etuning -Ġ000 05 +Ġext ension +ID F +Ġcent ral +ĠAr ray +neighb ors +Ġsepar ately +Ġ000 04 DE C DE F ATE NT -direct ions -ĠIM DB -Spe c -Ġrecomm ended -Ġconsider ed +Ġhelp ful +Ġautomat ic +Ġtrack s ĠNUM ERIC -âĢ Ķ -âĢ Ļ -ify ing -Ġaggreg ation -Ġ59 0080 -ĠAr ray cap ital -Ġpres ence -pi red -Ġopt ions ĠCal cul -Ġdefault dict -Ġhand le -Ġquant ization -reg ister -ishe s -Ġdec re +Call ing +âĢ Ķ +fin etuning +Trans lation 095 8 -Ġsign al -Ġcrop ped -Ġdeter m -Ġdetect ions -comp iler -Str ingLookup +ĠPass es +TPU Strategy +No ise +ends with +Ġpur poses +Ġrema inder +Ġrequire ments Ġphilosoph y -ĠSp ent -ĠPre process -Ġcategor y -Ġenable d -ĠRep resent -Ġmult imodal -Ġbuil ds -avi or +Pos itives +ĠSpecif ying +comp iler +Wh ile +Ġrot ation +Un iform +Ġinvol ves +Ġpreser ve Ġfla gs +ĠCh ollet Ġsem i -ĠCo lab -Ġrel ated -ĠPass es -ĠCO CO -Visual izing -Ġnd array +Ġdecre asing +Ġmult imodal extract all +rat ios +ster ior +orig ins +ĠSp ent +Ġprev ent +sc an +ĠQu ery +ĠZ ipFile +Ġam ong +Ġdeg ree +Ġeng ine +Ġreser ve +Mobile NetV +Ġsens es +Ġdraw n +Ġnd array +Ġem pty +ĠCO CO ĠPatch Encoder -scal ed -ends with +cos h +env iron +Ġflatten ed +Ġanal ysis ĠToken AndPositionEmbedding -Ġbelie ve -Hy perparameters -walk s -Ġserv es -Ġdegre e +Ġsyn chron +Ġsignific ant +Spatial Dropout +Ġaff ine +rot ation +similar ities +Ġsk learn Ġenhance ment -ĠGR N +Ġcompar ison ĠFF T -Ġindic ates +Ġsci py +Ġadv ance +Ġplace holder Ġencoura ged +Cl uster ĠMix Up -Ġspecif y -Ġcollect ions +Ġsubgraph s +Ġexpand ed +Ġessent ially +Ab stract +Auth or DI O -origin s -Ġia a -Ġsuperi ority -neighb ors -similar ities -Ġexact ly -Ġconcaten ation -Ġanal ysis +ĠAss emble +Simple RNN +ensemb le +Ġpotent ially ĠML IR -Ġcompar ison -Ġsk learn -Ġconnect ions +Ġsuperior ity +register ed +Ġrespons ible +Ġschem e +Ġeff iciency +Ġconnect ivity +Ġsuit able +Ġaltern ative +direction s +Cor pus ht ml -ĠLib rary -Ġdiffic ult Ġmention ed +ĠLib rary laying Cello -Ġstrug gle +Ġgerm an +Ġproced ure polit ics +ĠAllow ed Hill shade SAM E -upy ter -Ġadvant ages +Ġmach ines +agged Tensor +Ġ5900 80 +Ġsuppl ied +Ġalph anum osMed Data -register ed +Ġsimplic ity +Ġadvant ages +rameterSer verStrategy +% ]. +' ]. ' ))) -( * ( = +( ...) ) [:, + + . -- +. )) +. ') +0 30 0 937 2 26 2 985 -3 12 -4 17 -4 0000 -6 26 -6 04 +4 77 +6 96 +6 75 +6 33 +6 84 6 85 6 87 +6 961 7 22 -8 22 8 70 -8 06 -9 17 +9 26 C N +C R C ATEGORICAL -E M +D o E X E Y -E nd +F eatures +F ollow +G lob +G lorot I AL -I SC +I ndex K EY -L ist +L ING +M M +M NIST +M ake N A N ame +N egat O ver -R E +O bject +O ptional +O ptions +P G R ES -R educeLROnPlateau -S R -S chedule +R untime +S ha T wo +T uple V P -W ord W GAN -W hat +W ord [ [\" ] \" ] \") +` ` +a e +b a b il b io -b atches c f -c ated c ub +c ient +d est +d oing +e e f c -f ect f bs -f req -g g -g lo +g ate +g est g nn -h n +g cp h igh h ow -h and +h ard h ome h uman -i j +i et i hood -m e -m ixed -m atching n py -n ums +o ot o he -o led p c -p act +p et +p df +p unctuation r b -s er -s ider -t ak -t ector +s le +s om +s erial +s cheduled +t b +t ility t icks t restbps -u ss w d -{ \" | \", -} : -Ġ er +á ¿ Ġ rom -Ġ ri +Ġ }, +Ġ ě[ +Ġ 986 in ion +in ess +in com +in ks in ning +in cluding +Ġt en +Ġt ends at rix -Ġt rim -Ġ- = +er ts al ed -ac r -or ig -re ated -se e -se en -se cond -se parable +on a +on str +en chmark Ġa ge -Ġ1 32 -Ġ1 40 +Ġa way +Ġa part +lo ts +Ġth y +Ġs m +Ġs he +Ġs oc +Ġs alt +ra gged +el ist +el ection +el ihood ch a -ch ive -de st -ut ed -ur y -ur ve -ar m -ar ies +ch ol +re ated +ut ation +Ġv e +Ġv ir +se gments it ers -00 31 -Ġf lo -Ġf le -Ġf ill -Ġf ace +im read +Ġ1 86 +Ġ1 77 +\" ]] +Ġf its Ġf our -Ġs er -Ġs po -Ġs light -Ġs erve -Ġs lope -Ġs acr +Ġf ft +Ġf lat +Ġf chollet +Ġc at Ġc art +Ġc op +Ġc uDNN +Ġd an +Ġd oub +Ġd eath +le ading +Ġm ot +Ġm ismatch +po larity +Ġin her +ar ing +Ġw id Ġp le Ġp rim -Ġp arsing -Ġm ar -Ġm is -Ġm ed -Ġm lm -ro tation -Ġ2 28 +Ġp ython +Ġp riors +Ġb in +Ġb ig +Ġb log +Ġb ranch +Ġb onds +Ġb icubic +an k +an cy +00 31 +ro uter +Ġto wards +Ġ( ` +as ion Ġ2 25 Ġ2 0000 Ġ2 95 Ġ2 44 Ġ2 42 -ed irs -an k -Ġd er -Ġd oub -Ġ( ` -es ian -Ġb onds -Ġb rightness -Ġe ar -Ġe fficiency +nd er +am ps +ag ation +ur y +ur ch +ur ate +ur ve +ur ally +il i +il it +il der +Ġ3 25 Ġ3 05 -Ġ3 06 Ġ3 54 -ap h Ġre ci -Ġre cords -il ing -il der -il ated -lay out -el ihood -Ġth y -Ġfor est -iv ari -ĠT hat -Ġ\" \") -Ġ4 26 ens us -Ġis n -Ġh ost +ens ely +ĠT est +iv ari +ol ds +Ġg r Ġg ram -Ġg ray -Ġg ather +Ġg ives Ġg ym -par ation -ol icy -sh ap -Ġde p -Ġde process -Ġde ath -Ġde pend -Ġde tailed -Ġ5 72 -90 67 -Ġst at -Ġst oring -Ġst reams -Ġst raight +Ġst able +Ġst ay +if ted +ts v +Ġ4 59 +ex ang +ab cd low res +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠ +Ġas ynchron +Ġh or +Ġh yper +Ġ\" \") ist ian -ex ang -pl ied -qu eue -un try -th ough -co ver -co upl -15 84 -label led -mb ar -Ġv an -Ġv ir -Ġv gg -Ġex tr -Ġex ten -ener ation -ĠC or -ĠC lu +Ġ5 72 +ĠI ds +nel l +Ġex er +Ġex pose +18 3 +90 9 +90 67 +cod ataset +12 9 +ĠC ol +ĠC heckpoint ĠC reating ĠC ROP +Ġout er +con sum +ou se +label led +ect ified +ĠA p +ĠA nd +ĠA dapt +15 84 +mb ar +ment ation +Ġcon tra +Ġcon cat +Ġcon ception +Ġpre cisely +Ġan chors +ir ds +Ġse c +Ġse quential +ap h 35 1 ][ \" -96 95 +100 000 +num s +Ġ8 320 +Ġ8 192 +Ġlo st +ization s 98 30 98 09 98 54 98 72 -Ġ8 192 -Ġim agenet -In dex -pat ible -ĠS c -ĠS cale -ĠS ub -ĠS uch -ir ds -ir ror +ĠR el +ĠR ethinking +Ġsu gg +Ġ' , +eg mentation ri end -Ġpro bs -Ġen ables -Ġcon figure -Ġan chors -Ġacc ur -30 47 -ou se -ay esian -13 28 -nel l -ne arest -conv ers -ine ss -Ġ10 3 +ĠD et +ĠD own +ĠD CE +ĠD IGITS +Ġres ample +Ġres caling +Ġr ule +Ġle verage +Ġle veraging +ĠM ol +ĠM etric +ĠM achine +Ġal though +Ġcom ponent Ġ10 6 Ġ10 8 -94 3 -94 09 +30 47 +Ġconv ersion +ĠP y +Ġby tes ram a -04 40 +arning s +conv ers +300 1 +94 09 04 39 -Ġ' , +Model s 75 00 -ĠM ap -ĠM achine -Ġcom preh -Ġconv en -Ġact ually +Conv LSTM +Ġ16 7 Ġ16 00 -ĠI D -ĠI ds -76 8 -ĠD own -ĠD uring -ĠD CE -ĠD IGITS -Ġr nn -Ġr atios +art ments 08 50 08 65 -Ġpre paration -ph i -code book -du led -du plic +rel ated +pos itional +Ġ64 5 ĠG radients -ĠF unctional -posit ional +ĠG radientTape +Ġint u +os h +os ing +ĠE pisode +Layer s +Layer No Ġ28 0 -pa g +Ġun supervised +Ġfil ms +ĠB oth +ĠB ay +ĠB lood +ĠB aron +tra ces +work s Ġi o -Ġby tes -ind ic +Ġwor th +ph i +ĠK ernel +Ġhe art +mask ing 70 10 +70 64 Ġ11 1 +Ġlog istic Ġch urch -21 9 +Ġappl icable 200 9 -ĠB oth -ĠB lood -ĠB aron -ĠB ayesian -em on -09 18 -oc us +36 1 +Ġno ises +80 33 +Ġsa cr +85 71 +Train er +Ġcol lage 05 45 -Ġun supervised -Ġ13 1 -ĠIn stantiate +09 18 +Ġab sl +Ġinteg ral +ign ore +ĠTensor RT +ĠW ars rim e -Train er -Ġfil ms -Ġfil enames -Ġcall s -Ġ14 7584 +=' '))) +87 38 +Ġyour self +co codataset +Ġcor pus tal k -ĠO ther +Ġinitial izers +Ġ14 7584 +rit er +cor a AU DIO -80 33 -apt ive -Ġ27 2 Ġ27 3 -Ġap pend -fn et +Ġj ob +]] ], +]] ]], +Ġmulti ply ĠRe ceive -Ġsub sequent -Ġ_ ), -\"] ] +Ġ18 3 +02 1978 +state ful +Ġsc re +Ġprob s +Ġprob ably +Ġsimilar ly +Ġ_ ) +Ġco lo +ous ing +Ġfa ce +()) ), +Ġindex ing \"] ), -ĠU ps -Ġperform ing -Ġperform ed -Ġsp aces -De cision -De fining -ĠK ernel -ĠV isual -ĠW ars -ĠW IDTH -ES T -Ġab sl -Lo g -ĠTensor RT -Ġgener ally -ob j -Ġgraph viz -Ġover view -Ġdim s -Se quence +ĠNum erical +Ġtrans l +Con fig +ree zing +code book +Ġbias es +ĠImage DataGenerator +ĠCon t +St ate +(" \ 69 12 -Ġmulti ply -Ġimpro ves -Ġimpro ving -Con stant -Ġnoise s -GAN s -Ġindex es -()) ), -Ġcomput es -Ġstandard ize -sc ans -Ġpresent s +ĠRes ize +ĠRes hape +Ġmod es +ĠConv Mixer +Ġsmall est +Random Crop +Random Translation +wh ile +Ġdire ctories +De cision +vari ant +Ġcont ents +ĠSt ate +ĠSt orage +Ġlength s +uc ation +old peak +ml m +ĠAn y +Ġtra cker +ob j Ġpresent ed -Ġtak ing -ĠRes ize -ĠRes hape -Ġinitial ize -ĠConv Mixer -Ġconsist ent -Ġwor th -Ġframe work -cle ar -Ġdown sampling -Ġev il +ĠStr ides +Ġ{} , +prop agation +DT rans +Ġkeep ing +Ġdown scale Ġinv est -Ġent ries -Ġkeep s -016 0 -ĠDataset s -Ex tra +Ġincre ases +Ġexp ensive +Th reshold +mn iglot +xt icks +Ġla ck +Ġla nczos ĠEpoch s -pol arity -Ġpath lib +Ġrest rict 015 4 -ĠTPU s -old peak -Ġincre ment -xt icks -Ġappro aches -Ġass oc +Ġtry ing +Ġreg ister +Ġreg arding Ġpair wise +down stream +Ġrecommend ations +ĠUn rolling +Ġlook ing +Ġdrop ped +ĠPro cess +Ġskip ped 017 5 017 9 -Ġexpert s -check points -cor a -Ġcol lage -ĠSe quential -comm ended -Ġtry ing -ĠPro cess -ml m -Ġestim ates -Ġlook s -Ġmet aph -Ġeas ier -Ġaw ay -Ġwindow s -CO UNT -mn iglot -DT rans -spe ech -Ġdirect ories -dimens ion -Ġstrong ly +Ġadapt ed +sha red +Ġquant izer +On ce +010 3 +010 7 An tirectifier -down stream -pixel cnn -Ġrefer red -Ġups ample -Ġshort er -093 1 -875 3 -Ġlower case -Ġhelp ful -Ġscal ar +CO UNT +Start ing +Ġml m +Ġexper ts +Ġlimit ed +Ġ0000 3 +Ġ0000 6 +rest ecg +Ġident ity +lower case +050 7 020 8 -Ġquant izer +IC ML +pixel cnn +Ġrank dir Ġfeed forward +Ġworkflow s +875 3 +Ġorig inally +096 0 +gb ar +Dist ributed +Not es +093 1 Get Idx -()` . -ĠSpe cif -Ne gat -Ġexper iences -Ġrecommend ations +Ġapproach es Ġphilosoph ers -TPU Strategy -Ġpri ors ĠDist iller -=' '))) -rest ecg -ĠSp inning grad cam -ts v -Ġcache d -Ġ83 20 -LayerN o -AMPL ING -Ġpurpose s +Ġrot ations +loc ation +lay out +Ġdetermin ed +Keras Layer +Ġinf lu +des criptor clean ed -Ġautom atic -Ġdetermin istic -/* \")) -696 1 +:]) ( +Be cause +Ġexpl ore +Ġpref etch +Ġslow ly +ĠSp inning +Ġprev ents +sc ans +Ġterm inal +Ġhal ve +ym metric +Ġdeg rees Ġwom en -Ġ0000 2 -Ġam ong -Ġbl ack -Ġeng ine -scal es -Ġinf lu -Ġdes cent -Ġexplo re +Ġpack ages +Ġzoom ing +Cosine Similarity +Ġbott leneck +Ġdesign ed +LearningRateS cheduler +Pa rameterServerStrategy Ġboundary x Ġboundary y +Ġsignific antly NOR MAL -Ġflatten ed -zebra s -Ġcalcul ated -Binary Accuracy +Ġmet aph +Ġprom pt +Ġproper ly \"][ \" -Ġcou ple -Token izer +Ġannot ation +ĠRed uce +ĠRed uceLROnPlateau +Ġdefinit ion +Ġcare ful 33333333 3333 -sent ences -Ġsm allest +dep artment +match ing +Ġstrip ped thal ach -Ġarg ument -Ġpattern s -ager ly -Ġhapp en +Ġdevelop ment +sent ences +Ġsw itch +Ġmiss ing +Ġhard ware +Ġconven ient ĠEqual izedConv -Ġstrip ped -Ġmeaning ful -Keras Layer -erial ize -segment s -Ġintegr al -mak edirs +Ġrepeated ly +Reg ression +tutorial s lap ping -Ġremo ved -Ġdeb ugging -Ġindependent ly -Ġrespons ible +Sub tract +Pass ing TNP Dense -sche duled -Ġmechan ism -Ġreprodu c -Ġbecom es -9780 21 +now ledge +scal es +zebra s +ctivityRegularization Layer TFRecord Dataset -Ab stract -rout er -coco dataset -Ġlit tle +rink age +Ġcour se +Ġmagn itude +Ġbla ck +ĠSparse Tensor Ġprof ound -ĠNumer ical -Ġprecise ly -educ ation +Ġstrug gle +Ġexperi ences sr c -Ġpack age -thog onal -descript or -auss ian +rast ive +Ġthems elves +Ġbeh ind +Ġprepar ation +Ġrat ios +trun cated +ĠWI DTH +Runtime Error +bil enet cub las -Ġreci pe ilder ness +Ġreci pe ivari ate -coupl ing -' } +ĠBay esian +Threshold ed ' }, -( {\" +* . , . , ] -. ') -0 12 -0 907 +, ). +, ))) 0 111 -2 30 +4 40 4 47 -6 84 -6 88 -8 33 -8 27 -8 09 -9 30 +4 87 +5 24 +5 80 +6 30 +7 48 +8 20 +8 22 +8 933 9 104 +: \ A Net -A da A irplane B P B ert -B LE +C r C hem -D emon +D isc +D em F i F inal -F ollow +F eaturizer +G C +G aussian +H y L ite -M ask -M obile +M E +M any M osMedData -M ISC O C -P G -P a -P ath -R o -S i -S ample -S plit S ci -S wing -T EST -V al +S iam V as W A -W hile -` , a f -b A +a red +a ctive +b os +b olic b onds b inar +c reate c ategory -d iv -e f -f lection +d uring +d eta +f ts +f name +f raction +f usion f riend -i et -i able -i ag +g p +h ere +i kip j upyter -l ide -l ier -m ot +k dir +l ins +m or +m et m ind m essage -o y -o od -p et -r ms +m erge +n ist +n ote +p ers +r s r pi +s m s n s y s in -s cope -t au -t imes -t ility -u de -u di -u dio +s caling +t ak +u cl v q v ersion w atch w ide +w hen w gan w ani x axis y axis y ticks -z oom } \", } .\") -Ġ ign -Ġ ě[ +¾ ½ +Î » +á ¾½ +Ġ ). +Ġ 999 Ġ Zero in c -in ference -in comple -Ġt en +Ġt ar Ġt pu Ġt une -Ġt ips -al s -en ding +or ts +or thogonal +en e +en ing +en ess en nis -re en -re lat -re ates -st l -Ġa vg -\" -- -Ġthe ta -Ġ1 48 -Ġ1 86 -ch ron -de g -le t -ut ation -ur se -00 11 -Ġf an -Ġf ields -Ġs olution +lo y +Ġth al +Ġth row +Ġs cc +Ġs il Ġs miles +el per +ss ible +st l +st em +la m +im in +Ġ1 55 +Ġ1 91 +Ġo l Ġo u -Ġc at -Ġc he +Ġo cc +\" -- +Ġf resh Ġc um -Ġc astle +Ġc ce +Ġc ore +Ġc ifar +Ġc ritical Ġc sv -la m -la x -Ġp unctuation -Ġm er -Ġm ind -Ġm atches -Ġm apped -Ġ2 18 -Ġ2 30 -Ġ2 05 -Ġ2 11 -is ions -ic ub -Ġw rap -Ġw ishes -ed it +Ġm ed +Ġm id +Ġm ark +Ġm sle +Ġm nist +po wer Ġin di -Ġin ner -ent ailment -Ġn or -Ġb ro -Ġb log -Ġb atched -Ġb ring +Ġin ception +Ġin stanti +Ġw a +ed it +Ġb ins Ġb lood -Ġb enchmark -Ġse gment -Ġse parable -Ġ3 36 -Ġ3 136 -ap ter -as ion -il it -il ter -el er +an e +an ge +00 11 +et c et itive et Images -ce ed +ro us +ent ailment +as array +Ġ2 18 +Ġ2 30 +Ġ2 11 +Ġ2 47 +Ġn n +Ġe agerly +ha ract ig rads -ig ma -Ġ6 00 -id ing -Ġth al -Ġtf sim +Ġ3 30 +Ġ3 36 +Ġ3 136 +Ġ3 303 +id ean +om ial +atch ing +Ġre used +Ġre ceive +Ġfor est +Ġfor ces Ġtf record -Ġ4 05 -Ġh ur +Ġtf sim Ġg t Ġg nn -18 3 -Ġde v -Ġde pre -Ġde pendent -Ġde pending +ul ated +res izer +res ized +Ġst udi +if act +ef lection +he el +), ] +un ed +un masked +un compiled +un roll +est ero +Ġ4 05 +Ġ4 640 +ex pected +ab us +th y +qu encies +ateg ies +Ġas ide +Ġh on +Ġh it +Ġh ur +Ġh ours +Ġh orse +ding s +ist ry Ġ5 20 -Ġ5 17 +Ġ5 24 Ġ5 19 Ġ5 11 Ġ5 65 -90 9 -est s -Ġst ages -Ġst udi -ist ry -red u -ding s -ex pect -ab us -un ed -Ġas ide -th y -=\" |\", -per form -Ġl ack -Ġl ink +ĠI van +Ġex clud Ġl ung -ĠC ele +per form +ĠC eleb ĠC astle -35 6 +con ll +Ġwh ite +ĠA ctivityRegularizationLayer +pre pare +ĠS ave +ĠS emantic +ĠS tochastic +ĠS egmentation +Ġret ain +lar ge +ve c +=\" |\", +ir ely +Ġse es +Ġ7 20 96 33 96 40 96 63 -con c -con nect -con ll -Ġ7 20 -Ġ7 84 -98 4 -98 14 -98 32 -98 02 +96 82 +Ġen c +35 6 +out lines Ġ8 000 Ġ8 68 -Ġ) . -ĠS qu -ĠS ee -ĠS emantic -ĠS tochastic -Ġpro portion -Ġen c -Ġen ds -res izer -res ized -Ġsh ame -Ġcon cept -Ġcon ception -26 08 -26 42 -ization s -Ġacc ess -ve c +98 14 +98 80 +98 67 +98 02 +ĠR est +ĠR aggedTensor +Ġdef ining +In stantiate +stan ford +ĠD i +ĠD isc +ĠD NN +ĠD iscriminator +ĠD ay +Ġres caled +Ġle ave +Ġle verages +16 00 +ĠM ore +ĠM irroredStrategy +ĠM IRNet +Ġal gorithms +Ġstr eng +ĠF ashion +Ġ10 2 +78 90 +Ġconv s +Ġconv olved +ĠP olicy 56 64 +up d +26 88 +Ġsh uff +97 10 97 78 -97 84 -97 87 -Ġwh ite -ĠR el -... ] -out lines +end ulum +ĠL R +ĠL JSpeech +Ġnot es 300 0 -300 1 -Ġ10 2 -78 90 04 97 04 94 +04 38 04 65 04 43 -Ġ' [ -ĠM IRNet -ĠN ow -ĠP andas -ĠP olicy +def aults +cl one 95 70 95 42 -ult s -Ġcom ponent -up d -Ġconv s -Ġconv ersion -Ġact ors -stan ding -Ġ16 7 -ĠI van -Ġmo ves -Ġmo ving -76 28 -ĠD o -ĠD is -ĠD et -ĠD ay -ĠD iscriminator +75 95 +Ġde cor +We ights 08 35 08 97 +08 55 +08 83 08 49 -Ġlo st -Ġlo call -27 2 -Ġal tern -Ġal ongs -arning s -ĠL abel -ĠL JSpeech -end ulum -ph ase -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ -ĠF o -posit e -Ġ28 1 -pre pare -Ġnot hing -Ġso il -Generat es -tr t -str ategy -Ġch oice -ĠE d -Ġco py -34 182 +76 28 +rel igion +tensor rt +99 20 +Ġma pe +ĠO bject +ĠO utputs +ĠO CR max pool -Ġad ds -19 93 +ector s +us h us r -77 38 +ĠE d +ĠE arlyStopping +Ġ28 1 +ĠB a ĠB ig +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ +Ġpl us +Ġ9 00 +Ġ9 27 +log ies +ta u +84 35 84 70 -09 25 +ĠK ing +ition ally Ġhe av -oc ument -86 55 -05 12 -05 15 -85 33 -85 71 -log ical -Ġstr eng -predict or -07 70 -65 71 -Ġpo ses -Re gression -ward Feed -Ġ26 0 -Ġ26 3 -87 38 -Ġar chive +19 93 +34 182 Ġ20 1 +Ġ20 5 +(( - +tr t +86 55 +Ġfeature wise +80 72 +da y +85 33 +Ġspecif ication +05 12 +05 15 +05 13 +09 50 +09 25 +09 30 +Ġso il +ca pe +29 2 +ĠW ide +ĠW ords +Ġ26 0 +Po isson +65 71 +87 45 +=[ - +Ġcor ru +col lage Ġ23 1 -Ġint u -ari ational +Ġsub sample Ġ14 1 -ĠO CR +MA CH +ized Dense +ĠH ub +Ġqu eries +67 33 AU L Ġ27 1 -tensor rt -67 33 -Ad venture +Ġpos es +Ġcl on +Ġcl one +ĠRe cord +ĠRe pository +ell ig Batch Dataset -Ġsub sample -Ġsub graphs -\"] : -\"] ]. Ġsc ient -ized Dense -Ġqu eries -Ġqu eue -ĠH ence -ĠH ub +IN E +Ġvari ants 79 90 -Ġro le -Ġk ept -cent age -ĠW ide -stru ction -pose s -Ġab ility -Ġimplement ations Ġmin val -token ized -Ġcor pus +Ġindex ed +\"] : +\"] ]. +Res ize +Ġman if +Con sistency +ĠCom put +predict or not op Ġlearn er -mon itor -Ġ19 1 -Ġman if -Ġthem selves +Ad agrad +Ad adelta +Ad venture +token ized +([[ - +ĠCon fig +Ġtransform ers +St andard +ĠModel s +te e +ĠSe cond +Pro gbar +Ġmod ern Ġ21 12 -Con sistency -Ġtrans cription +Ġfe wer +Random ly +Random State +Ġnormal izer +Ġent er +Ġlar gest +Ġev il +Ġcont exts +Ġcont iguous Test ing -Ġtransform ers -style gan -Ġthere fore -Ġatt ached -Ġcomput ing -be gin -Ġstandard ization graph viz -ĠSt ate +Ġprod uction +ĠSt art ĠSt udent -St ate -hot o +ĠTh us +Ġ] ], +style gan +por ary +Ġ... ). +Ġalong side +Ġcomb in iter ator -Ġreconstru ct -Ġreconstru ctions -ĠCon catenate -Random State +auto contrast +Ġneighb oring +Ġep isodes +Ġsum s +Ġsum maries +Ġform ula Ġdown sample -Ġepisode s -Ġhy brid -Ġcorrespon ds -col lage -Ġcontent ed +Ġincre ased +Ġencoding s Ġmor phological -Ġkeep ing -function al -Ġdisc ard -Ġdisc uss -016 1 +Ġexp ress +Ġcontent ed Ġ66 048 -Ġclo ser -Ġlength s -For wardFeed -Ġz oom -cont radiction +016 1 +Id entity +Up Cosine +Ġact s 015 8 -oo se -Ġorder ed -ĠX ception -depth wise -017 2 -ĠSe gmentation +Ġcomp etitive +090 6 +090 7 greg ate -Ġexperiment al -Ġlook ing -Lam bda +ret ization +Ġmy self +apt er +Ġoff ers +Ġhand led +Ġhand writ +Ġreconstruction s +utom obile +Ġbel ief +Ġhash ed +017 2 +Ġadapt ation +Ġquant ized Ġide al +ĠDense Net +010 2 094 1 094 7 -Com putes -Ġcomp etitive +094 8 +Ġran ging +Ġlocal ity +Ġcomm un +Ġcell s +Ġyiel ding RO OT -010 2 -010 3 -Up Cosine +over lapping +Ġcap ability Ġsuccessful ly -fin etune -Ġ000 04 -Ġfin etuning -ĠJ SON -An other -ĠSet ting +Ġ000 08 +Ġident ifier +Ġexperiment al +Ġtrack ing +020 5 +Ġdoc ker +Ġproject s +Ġben chmark +abs path +filter ed %| âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -093 6 -Ġmy self -Ġlimit ed âĢ ¯ -Ġlocal ity -filter ed -lower case -Ġneighb oring -050 7 -020 5 -auto contrast +Ġfin etuning +fin etune +Ġdiv ergence +Ġcond uct +Ġcond itions +Ġshif ting +Ġactor s small er -Ġcap ability -Ġquant ized -Ġ98 624 +Ġdynam ically +Ġrepla cement 095 3 -096 0 -Ġcent ral -Ġintrodu ce -AMP LE -Ne ural -abs path -Ġorigin ally -778 8 -requ encies +Ġavo ids +Ġscen ari +093 4 +093 6 +Ġstack ed +ĠCNN s +60000 0 +ĠMobile Net +978 7 +Per form +Ġrema ins +ĠBe low +Ġparticular ly +buil t +ĠRandom ly ĠDist ance ĠDist ribution -ĠMo vielens -default s -Ġinterest ing -ĠCNN s -735 7 -Ġcond itions -893 3 -uc lide -Ġfree ze -Ġcle ar -Ġconfig uration -Ġident ical -Ġran ging +Ġcontrol s +Ġcenter ed +Ġ10000 0 +Ġequ ation Ġinvol ved -Ġinvol ves -Ġbene fit +735 7 +778 8 +MI SC +ν ÏĦ +ĠMo vielens +Ġaccording ly +264 2 +Ġref lect +integ rated +"" " +Ġrout ing +imes eries +Ġfiel ds +Ġexpl oration +Ġunf reezing +=> ................ +How ever +cou pling +Ġmaintain ing +Ġinterpre t +Ġassum es +Ġassum ed /* . -/* \") -lin space -60000 0 -Ret urns -Ġ0000 3 -Ġop posite -Ġadapt ation -git lab +Ne w +Ne ural van illa -Ġslow ly -Ġbeh ind -Ġbelie f -Ap ply -Ap plies -over lapping -Ġden otes -Ġseem ing +Ġstop ped Ġthough t +cum ulative +git lab +Ġmultipl ied +rick et +Ch an +Ġobser ved +Ġseem ing Ġrelationsh ip +Ġparallel ism +Ġfrequent ly +Category Encoding NOR M -rel igion -Ġsec ret -Ġequ ation -Ġequ ival -Ġremain s -Ġremain ing -Ġconc ern -Binary Crossentropy -cum ulative -Ġdegre es -Ġaccording ly -ĠGR U -807 2 -Ġhor se -Ġangle s +sup ports +Ġaff ected Ġsmooth ness -Ġbott om -Ġbott leneck -Ġannot ation -Ġunfree ze -object s -Ġsignificant ly -rick et +Ġexpla ined +Ġperiod ically +Ġinterest ing +CONFIG S +Ġhy brid +Ġwish es +Ġtopo logy +Ġexplicit ly ĠGenerat or +ites pace +cont radiction +ĠTem poral Residual B 666666666666 67 -Ġmoment um -Ġ330 3 -Ġhour s -inte grated -Ġobserv ed -Ġquick ly -Ġdescrib ed +({ \" sk ff -Ġsa id -Ġpl ace -annot ation -Ġpref etch -Fe aturizer +arm UpCosine +Ġconcer ned +ĠOr iginal +Ġcho osing +Ġinstin ct +ĠStandard izedConv +Ġrecurs ive +Cre ates +Sw ing dif ference +Ġang les +Ġmajor ity +Feed Regression +TE ST +uplic ate Ġcir cum -ensemb le -Ġmoder n -ĠStandard izedConv -Ġschem e -Ġmagnitu de -Ġcondu ct -Ġexplor ation -DEF AUL -ĠCalcul ating -Ġdeterm ine -arm UpCosine +Ġdest ro +annot ation +Ġdenot es Ġspo ken -Ġslight ly -Ġconfigure d -Si am +Ġsecre t +track ing +Forward FeedRegression +DEF AUL +ĠCalcul ating +Ġalphanum eric +EX AMP +Glob a +MM ON +serial izable +Ġ986 24 +incom plete +Disc retization +Dem onstr Vas wani -rms prop -incomple te +bos ity +ikip edia +lins pace +ucl idean ennis Swing -relat ive -icub ic -Ġdepre cated -ĠCele bA +Ġscc e +Ġocc asion +estero v ĠIvan na -Ġlocall y -Ġalongs ide -Regression Network +ĠCeleb A +MACH INE Consistency Loss -ForwardFeed RegressionNetwork -uclide an -Ġequival ent -Ġconcern ed +ForwardFeedRegression Network % ]\", -' ]. -) > -* . +' ). , \ . ě[ +0 12 0 62 +0 984 0 185 1 14 +1 999 +2 76 2 38 2 955 -2 202 -4 200 -4 34 -5 25 -5 59 +3 12 +4 14 +5 30 +5 40 +5 74 6 100 -6 33 6 500 -6 06 +6 77 +6 964 7 402 8 87 8 120 8 156 -9 25 +8 003 +9 784 9 906 A V -A r -B y -C S -C r +A da +A uto +B S +B esides +C ent +C heck +C alled +C over +C osh D l D rama E A +E C E y E val -F eatures +E ven F Net -F ordA -G lob -H e +G iven +I I I P K CategoricalAccuracy L ab -L inear -M E M el -M ake -N oise +N adam O L -O pt +O ther P T +P rint +P ReLU P PO +P erm +P lease +R o +R GB R andAugment -R MSprop +R etrie S K S Y +S p S im +S cale +S ave S MILES S anitize S UB +U nder +V ocabulary +V ariational W arning +W orker X M -[ [ +Z eros +Z ipFile +[ " [ { [ ~ +] ') +_ ( ` ]( -a ith -b d -b ut +a ption +b i +b oolean +b icubic c u c ep -c ient c mu +c eleb c wd -d d -e agerly -f name -g p +c ilit +d id +d ensenet +e very +f oo +g lo g down +g rn +h at h old -h ash -h ardware -i en +i res +j ector k ps +l ik m im -m ore +m eta m iss -n ist -p ers -r s +m ismatch +p riors +r d +r en r ust r ily -s om +s es s port s ys -s caling s eries +s av t or -u la -u ber +t ally +t rees +u x +u ed x c -y c -y ond +x imation +y pically } %\") +Î Ń Ġ ==== -Ġ zebra +Ġ 988 +Ġ ÏĦ +== > in set -at c -Ġt ag -Ġt ail -Ġt imestam -al ities -er m +in ds +at us +at forms er se -er cise -ac ed -en ess -en viron -or se -or ary +er ve +er Crop +al s +al ities +lo op +es la +Ġth read +Ġs ke +Ġs peak +Ġs iamese +Ġs ampler +Ġs igma +ra cing re wards -re pan -se lect -st em -Ġa part +re verse +ut ral +ing s +st imation +Ġv apor +se par +im ate +im posed Ġ1 14 Ġ1 13 Ġ1 76 Ġ1 99 -Ġ1 55 -Ġ1 77 Ġ1 87 Ġ1 88 Ġ1 74 Ġ1 73 Ġ1 152 Ġ1 405 -ch o -de t -de gre -de pendent -im read -im posed -im ension -ra ge -po p -le an -ut e -ut ral -ur ves -ar ing -it ives -00 28 -00 39 -Ġf air -Ġs he -Ġs iamese -Ġs ampler Ġo k -Ġc r -Ġc if +Ġf ashion Ġc ult -Ġc ore -Ġc ell -Ġc ru +Ġc ast +Ġc astle +Ġc riter +Ġd ay +Ġd ummy +le m +Ġm esh +Ġin fo +Ġin variant +Ġw ing +ed ucation Ġp ra -Ġp lat +Ġp ure Ġp ci -Ġp ackages -Ġp lus -Ġm idd -Ġm esh -Ġm erge -Ġm nist -ro us +Ġp lots +cc c +Ġb s +Ġb ud +Ġb uckets +an ds +an omal +an imation +00 50 +00 28 +00 39 +00 60 +as cent Ġ2 14 Ġ2 40 Ġ2 66 Ġ2 37 Ġ2 19 Ġ2 36 -Ġ2 47 Ġ2 92 Ġ2 51 -is ible -ic ation -Ġw ing -an ds -an gle -an ish -an omal -an imation -Ġd u -Ġd at -Ġd ay -Ġd ocument Ġn ations -Ġb ud -Ġe mp -Ġe mpty +ep end +Ġ[ ==== +ic ense +layer normalization +rain ed +ag ed +ag ger +ur ations +ur ves +Ġe ase +Ġe ma Ġ3 90 +Ġ3 32 Ġ3 67 Ġ3 63 -Ġ3 60 Ġ3 137 -as cent -Ġre str -Ġre cept -Ġre verse -Ġre versed -Ġre shap -il ation -el s -el per -ce le -om ial +om ents om ance -ad ing -ad Example -ĠT est -ĠT uple +om etimes +Ġ[================ ======== +Ġre ce +Ġre cept +Ġre ceived +Ġfor ce +ĠT urn +ĠT ext +ĠT akes +ĠT ypically +ĠT esla +iv ed +pl ate +Ġg ate +Ġg ave +Ġg rat +ce eds +() ] +Ġst ops orm a -ot ing +ple x +), )) +Ġtrain er +Ġtrain ability +Ġ4 12 +Ġ4 17 +Ġ4 26 +Ġ4 160 +Ġ4 9409 +di ag +ab ling 10 43 +10 57 +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ +Ġh at +Ġh ot +Ġh olds +int eger Ġ\" ' Ġ\" - Ġ\" _ -Ġ4 17 -Ġ4 9409 -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠ -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĊ -ul ate -Ġh ar -Ġh ot -Ġtrain er -Ġg ot -Ġg ives -par sing -sh ip -sh ots -Ġde cent -Ġde tector Ġ5 10 Ġ5 27 -Ġ5 73 Ġ5 54 -Ġst re -Ġst able -if act -if ies -12 9 -12 94 -pl ier -), ] -Ġas yn -co st -co untry -act er -Ġv s -Ġv apor -Ġex ag -Ġex press -Ġl ate -get cwd -28 21 +Ġ5 73 +ĠI AM +pt ing +par sing +Ġex c +Ġex agger +)) ], +12 80 +ĠC reated +con nect +ĠA L +ĠA ccuracy +ĠA rt ds pp -ĠC all -ĠC ores -ĠC reated +batch s +ĠS mall +ĠS AMP +ĠS CHEDULE +Ġcon c +Ġcon se +Ġcon ce +Ġcon sequent +Ġcon centration +Ġcon crete +Ġpre view +ir ing +Ġim p +Ġim med +Ġ7 50 +Ġ7 55 +Ġ7 86 +28 21 +20 1 20 12 20 16 +Ġat tain +96 00 96 50 96 56 +96 80 96 77 -con fidence +Ġpa ragraph 25 28 25 000 -17 0 +out er 17 94 -Ġ7 50 -Ġ7 55 -Ġ7 86 -pro pag -98 56 +17 75 98 97 -98 80 -98 67 +98 95 98 89 -100 000 -Ġret rie -In te +ĠR MSprop +ĠR etrie +ĠR ectified +ĠR eflection +Ġdef ines +ult ane In stall -ĠA L -ĠA nd -ĠA ccuracy -ĠA rt -Ġreturn ed -Ġbe yond -ĠS top -ĠS ave -ĠS CHEDULE -Ġpro p -Ġpro perty +64 22 +ĠD imension +Ġres ource +Ġr ated +Ġr ational +ach es +Ġcan did +Ġle aves +ĠN egat +ĠN ASNet +ĠM ethod +Ġstr ategies +Ġcom ing (\" - (\" .\") -Ġcon ce -Ġcon texts -Ġcon sequent -Ġcon centration -16 00 -26 5 -26 45 -26 88 -Ġacc eler +ust ed +ĠF in +ĠF rom +ĠF EATUR +ĠF iles +ĠF ollow +Ġ10 5 30 30 +78 50 +78 78 +78 70 +78 09 +]) [ +]) ] +Ġar g +Ġar bit +Ġlabel ing +Ġby te +conv A +conv B +conv s +conv erter +93 62 +mo lecules +mo bilenet +Ġsh ame +97 90 +97 12 +97 98 97 27 +97 38 97 40 97 74 -batch s -93 62 -ĠR est -ĠR educeLROnPlateau -Ġsu it -Ġsu ms -layer normalization -out er +ĠL J +ĠL oo +ĠL anguage 13 46 +com plex +ug ging 300 2 300 5 -conv A -conv B -conv s -conv olution -conv erter -Ġle ave -Ġle verage -Ġle aves -Ġ10 5 -78 4 -78 50 -78 78 -78 09 -32 98 94 55 -di os -di ag -64 22 04 30 -04 38 +04 62 04 85 04 44 04 88 04 41 -75 95 -75 48 -ĠM ol -ĠM ore -ĠM eth -ĠP rint -ĠP aper +from array +cl us +95 28 +95 13 95 38 -ult ane -Ġcom ing -Ġact ing -stan ford -ver t -ver aging -Ġpa ra -ĠI AM -class ifer -76 96 -76 23 -]) [ -ĠD es -Ġr ated -Ġr ational +75 48 +wor ld +Ġfunction ality +pa ram +Ġde com +Ġde cent +([ " +([ ]) 08 98 +08 13 08 95 -08 29 08 60 -08 83 08 89 -Ġres olutions +cal led +76 96 +Ġ{ : +ise ase +pos ing +33 6 33 41 -Ġus ual -Ġpre v -Ġpre fer -Ġpre view -Ġpre vent +ĠG lobal 45 4 -from array -Ġal gorithms -46 98 +Ġmo bile +ĠO f +Ġ128 64 46 13 -99 20 -ĠL J -ĠL anguage -62 3 +us ually +ĠE mbed +ĠE LU +ĠE fficient +ĠE POCH +ĠE ANet img ur -ĠG lobal -ĠG aussian -ĠF in -ĠF ree -ĠF EATUR -ĠF iles -ĠF inally -ĠF ordA +Ġun tar +Ġun ified +relu A +relu B +62 3 +ĠB lock +ĠB ST +sh ots +ject s +Ġper f +Ġpl atforms +Ġ9 30 +log probability +em i +em pty 66 67 -ise s -ise ase -pa ram -48 5 -48 02 -48 01 -cal ed +84 13 +84 46 +84 88 +ĠK e +Ġimport ance +load ing 70 28 -Ġ9 30 +34 56 +Ġ20 18 +Ġ20 14 +Ġlog ged +Ġmax im +39 32 39 22 -Ġper fect +Ġch ars +Ġch arge Ġch apter -ĠE POCH -ĠE ANet 200 7 -34 98 -relu A -relu B +Ġsim ultane +de cision +36 94 +tr l +86 96 +86 76 +86 82 +args ort +77 38 Ġ15 1 Ġ15 2 Ġ15 3 -36 1 -us ing -ĠB lock -ĠB ST -ĠB enchmark -em a -em i -84 35 -84 13 -09 50 +Ġcol lect +05 75 +05 11 09 12 09 15 09 17 -09 30 +09 56 09 19 09 23 -86 96 -86 76 -05 75 -05 11 -Ġpredict or -log probability -Ġstr onger -Ġsim plic -Ġsim ultane +Ġab stract +point wise +Ġso on +Ġ256 64 +29 15 +ĠW orker +Po int +Po ints +000 2 +Ġz ebra +125 7 +For dA 07 78 -Ġ13 1328 -Re gular -ĠIn ter +07 70 87 64 -87 45 +87 33 87 22 87 37 -Ġtext s -([ [ -([ ]) -(( - -MA SK +co st +Ġk inds +get cwd 88 82 -29 2 -Ġcall ing +ĠDef ining +Ġta il Ġ14 2 -Ġob vious -cat s -ĠO riginal -000 2 -ĠRe fer -ĠRe cord -ĠRe pository -ĠRe flection +Ġ14 8 +MA SK +cor nell +Ġnew er +Ġnew ly +ĠH o +ĠH z +ĠH um +ĠH ugging +67 2 67 98 -cc c Ġaugment er +Ġdifferent iation +Ġdifferent iable +ĠV OCAB +ĠV ariational +Ġel imin +Ġmat rices +Ġmulti processing +Max imal +Max Norm 92 16 -Ġdist ributed -Ġ18 3 -np z -Ġdif f -Ġ_ ) +Ġtoken ization +Ġinter pol +Ġvari ation 68 64 -ĠH z -ĠH um -ĠH ugging +ĠFor dA +strain s +Ġco efficient 42 38 -ĠU sed -Ġdo gs -54 98 -Ġj o -rit er +Ġfa v +Ġfa ir +Ġfa cilit +dir s 31 19 -ĠV AE -ĠV OCAB -ĠV GG -Ġab stract -Ġdifferent iation -Ġdifferent iable -Po int -Po ints +use ful +und ant 01 94 -Ġlog ic -Ġlog istic -57 92 -ĠDe fining -82 24 -Ġmin im -Ġmin imum -dir s -sub dir -83 50 -Res ize +54 98 Res ults -41 95 -Ġinter mediate -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ -Max imal -Ġtime steps Ġman ner -61 12 -69 13 +Con t +Con strains +Ġstart ed +57 92 +Ġred uces +Pre paring LE ARNING -Con tent -Con figure -dist iller -Ġfe wer -Ġpart ially -FO LD +Ġpredict or +udi os +Ġ512 64 Ġread uc -Ġchar s -Ġchar ge -Ġatt ain +iven ess +uto ff +St ep +St anford +Ġpart ially +61 12 width s +ĠModel Checkpoint +(" ... +Ġdi ag +83 50 +83 18 +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ +69 90 +69 13 +Ġdes ire +Ġdes erialization +min i +min imize +Ġ[[ [[ +Categorical Hinge +Num py +41 95 +FO LD +wh o +wh at +Ġback end +Ġdire ctor +dist iller +with out +Ġrel u +Ġrel ig +Ġrel ational +Ġrequ ests +Ġrequ iring +Ġextra ctor +Ġtimest amps +Ġev ent +uc ial +Ġgu aran +Ġexpect ing +classif er +ON D +ĠNe ed +TA L +Ġdisc rep +Implement s +ĠPa per IM E -ĠAd ding -sc ores -Ġsplit ting user Id -gr n -iven ess +Py ramid +embed ded +Ġresolution s +Ġdeta il +ĠLoss es +Ġallow ed +Ġallow able +ĠAn chor +ĠAn other +eger Lookup +Ġtra ced +Ġevalu ating +Ġevalu ator +Ġdep ends ans wer -Ġnormal izer -TA L -St anford -Ġinitial ized -En code -Ġcomb in -ĠCon t -gress ive -Random Normal -Ġent er -Ġph ys -Ġhy po -Ġcorrespon d -Ġexp ensive -Pre paring -Ġdisc repan +Ġ204 9 +Ġ49 280 +Ġthrough out +Ġ{} ; +Ġlong est +DT ran +Ġchan ging +ĠTF DS +Ġsp an +Ġob vious +Ġmonitor ing +Ġdict s +Ġposs ib +Ġunder st +Ġunder standing +ĠNeural Decision +Ġexp lo 016 6 016 7 016 8 -Ġredu nd -Ġallow able -ĠNeural Decision -Ġpipel ines +rid ing +inter polated +Ġcomple ted +Ġact ing Ġ124 17 +Ġrest art +Ġcomp iling 014 0 014 6 -stim ation -Ġextract ing -Ġ{} , -cor nell -ĠSe cond -âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ | -âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -_{ }/ -ever y -Ġdis able -Ġdis patch +arch ive +Ġreg ions 090 2 090 3 -090 6 -Data Generator -ON D -Py ramid -Ġcomple ted +ret rie +Ġvisual ized std v -Ġoptim izers -094 8 +Ġdis patch +Ġrecommend ation +ĠUn freeze +yn c +Ġph ases +Ġph ys +_{ }/ +Ġoff sets +Ġhash ing +âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ | +âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +017 0 +tem poral +Ġstrong er +ĠOn ce +010 8 094 9 +CO MMON +order ed +ĠAd ding group by -Ġins pired -Ġevalu ated -inter polated -neigh bour -010 7 -010 8 -ret rieve -Ġ000 08 -Ġ000 06 -Ġselect ive -part ment +.]] )) Ġlevel s -199 9 -Ġsum mary -emb le -resh ol -Ġshort cut -093 4 -875 5 -multi plier +Ġappro ximation +neighb our +Ġsepar ator +ĠAl gorithm +Evalu ation +ĠLoad ed +Ġsom etimes +050 5 +coun try +Squared Hinge âĢ ¦ âĢ ĸ -848 8 -opt ional -Ġreg ions -ĠAn chor -ĠAn other -wh at -Ġopt ional -050 5 -HE IGHT -Ġcap able -Ġhand writ -Ġext re -Ġext ension -Ġsup plied -Ġgr at +Ġnorm ally +Ġdiv isible ĠNo isy -Ġeffect ive -097 5 -Ne w -met a -abs olute -(\". \"), -Start ing -Ġrecommend ation -Ġphilosoph er -free ze -molecule s -Co ver -pri ors -Ġra gged -Ġspect ator -290 4 -316 8 +875 5 +Ġmix ing +Ġefficient net +Ġretrie val +Ġrepla y +Log arithmic +Log Cosh Dist ribution -Ġrelation al -ĠSp anish +HE IGHT +ĠMy Antirectifier +Ġmini batch +Ġassign ments +Ġbelong s +Ġ384 64 ĠPer form -HEAD S -Ġefficient net -Ġprob ably -098 4 +Ġart ifact +MeanSquared Logarithmic +Ġsym path +Ġrequire ment +Ġvisualization s +Ġphilosoph er +buil ding +quad Example +ĠSpecif ically +290 4 +480 1 +480 2 +Ġtre at +Ġtre es +Ġop inion +Ġins pect +Ġwrap ping +Ġprogress ively +Ġcalcul ating 808 8 -args ort -Ġident ity -Ġassign ments -Ġ10000 0 +bound aries +HEAD S Ġsol ve Ġsol ved -ĠAl so -SH UFF -SH AP -rac ing -Ġrel ig -Ġrout ing -Ġphase s -696 4 -hance ment -mer ge -028 6 -Ġop inion -Ġparticular ly -Per form -Per centage -Ġtre es -Ġinver t +Ġinf init +ĠMask ing +Ġdevelo ped +Ġappe ared +Ġpreser ves +264 5 +Or thogonal +des erialize Ġref lection +ĠRep resentation +Ġdirection s +Ġincom ing +Depthwise Co +ici ents +097 5 +SH UFF +SH AP +hance ment +ĠSp anish +Ġraise d +028 6 +Appl y +...... ] +Ġclos ely +ĠQu ant +ĠCor es +plicit ly +Ġselect ive +034 9 +Qu AD +lin ks +verag ed ĠMel Spec ĠViT s -Qu AD -ĠMobile NetV -800 3 -Hy dro +Ġmultipl ication +ein sum trans cription +Ġaccu rate +Ġobser ve +Ġremo ving ĠTNP Dense -Ġprogress ively -empt y -Depthwise Co -724 6 -urs ive -ĠMy Model -ĠMy Antirectifier -Ġsym path +ĠInception V +Import Error +Import antly +220 2 +Category Cross +ull ModelCheckpoint +Ġexpla n +Ġimbal anced +275 2 BB BP Top KCategoricalAccuracy -her ent -Ġ197 121 +ο ι +Ġhy po ĠFF N -275 2 Pixel CNN -mar ies -sent iment -Ġocc asion -Ġhor ror +Ġ197 121 +Ġreach es Ġadjust ment -Ġappe ar -Ch ar -Ġreplace ment -Ġdesign ed +Ġessent ial +div ergence +sent iment +uter Layer +Ġvert ical +Ġvert ically +ĠSup ports +ĠSup ported +Int egrated +Int egerLookup +(\". \"), +Ġconven ience ĠEqual izedDense -Ġunfree zing -Ġobs erve ĠUC F -Ġterm inal +Ġ131 328 +724 6 +bott om sv hn -Ġcare ful +Ġinit ially Ġ262 144 -Ġproper ly -comple x +Ġlight weight +Inception V ĠFeed forward -ĠBe low +Ġdiscard ed 666666666666 66 +Repeat Vector LAYER S -Ġessent ial -Ġessent ially -Ġrep lay -Ġexec ution -Ġchan ged -MeanAbsolute Error -MeanAbsolute Percentage +dro logy +sat urate +Ġcr ucial +ĠRefer ence +ĠInter polation +Ġsit uation +Ġspect ator +aggreg ation Ġ328 96 Ġrepeat s -ull ModelCheckpoint -Ġcolo ur -Ġtyp ical -Ġdevelop ment -satur ate +Ġstri ctly +Ġliter ature +conf idence +Ġinsp ired +0986 123 +Rest oring +Ġspat io +Ġvan illa +Ġmar ker +ĠAmeric an Ġ169 985 +Ġcover ed Ġconsci ous -Ġmaj ority -ĠAmeric an +Ġreproduc ibility 470 6 Bond Type Ele ments -tre es ðŁ ĵ -Ġsw itch Ġmus ic -Ġdan ger -Ġlever ages -empl ate -Ġtrunc ation -ĠRepresent ation -End point -tak en -Ġflo ating -Ġear lier -Ġexten ded -irror ed -Ġaccur ate -Ġconven ient +Ġstra ight indic ies ĠUps cale +Ġcoeff icients +hard ware +Ġdan ger +Ġhor ror +Ġhyper bolic +Ġscre en +Ġcolo ur Ġinvest igate -Ġassoc iated Ġmetaph ys -ĠSpecif ically -Ġreproduc ibility +Thresholded ReLU Bert Model -Demon stration +Hy drology binar ized sn li +tak en Ġou put -Ġdev ices Ġstudi es -expect ed +ĠDisc ount upd ated +Ġshuff led Ġscient ific +Ġinterpret ation ricket Shot DEFAUL TS -Glob a +Demonstr ation +Cent erCrop SUB FOLD +Worker MirroredStrategy cep tr Ġ==== | -Ġcif ar -Ġrestr ict +Ġthread ing +Ġske w +Ġcriter ia +Ġrece ives Ġrecept ive -Ġexag ger -propag ation -Inte grated ĠEPOCH S -Ġsimplic ity Ġsimultane ously -Regular izer Ġreaduc r -Ġdiscrepan cy +Ġdiscrep ancy +retrie ve +MeanSquaredLogarithmic Error SHUFF LE SHAP E -Hydro logy -MeanAbsolutePercentage Error +CategoryCross ing SUBFOLD ER ! ! % :] -' d -' ve +' m ) [\" +) }, ) [::- , -- -0 206 +- { +. """ +0 100 +0 500 +0 979 0 192 +0 987 0 182 -0 992 -0 777 0 323 +1 974 1 142 +2 25 2 0000 -2 76 +2 986 +2 979 +3 96 +3 167 +4 96 +4 97 +4 200 4 120 4 902 5 94 -5 27 5 70 -5 74 -5 73 +5 36 +5 48 5 255 5 344 6 00 -6 80 +6 32 6 176 -6 992 +6 974 6 127 -6 209 +6 992 6 107 6 954 +7 27 +7 40 +7 000 7 001 7 333 7 958 7 139 +8 27 +8 938 +8 955 8 368 +8 936 8 944 8 958 8 902 -8 779 8 959 8 363 +8 621 +9 96 9 001 -9 358 -9 132 +9 940 9 947 -: \ +: \") +: ]. = -- -A c +> ] +A cc A to +A ctor A nn -A BLE A udio +A ll +A vailable +A ctive +A BLE B O +B ack +B ase B UFF B OND C at -C ol +C al +C allbacks C apt C ycleGAN -C reates -D o -D ep +D raw D With -E C +E M +F ine F ind -F ace F rames F lickr +F ace +F trl G NN -G iven G rid -I I +J ust K A K FF +K ernel L L L t +L ike L IT +L arge L ATENT +M er M ore -N ode -N orm -N ot -N otes -O ut +O B O UR +P ut P ATCH P unch P iece @@ -9159,205 +10604,241 @@ P layingCello Q i R M R em -R GB R omance -S patial +S pecif +S imilar S miles -S CHEDULE -S AMPLE S XM +T B T N T able T ree +T ermin T ION +T imeseries U TF -V ID -V ariational -] ') -a ran -a ie -a ws +V ari +W idth +[ < +` : +a N +a i +a w +a cent b on +b ut +b rain b all +b efore +b ases +c ar c an -c ape -c ie +c map +c osine c urves -d ay +d o +d umps e o e ess +f b +f i +f m +f eat +f ly f path -f raction +f ixed +f eaturizer g y g ro -g file +g ener g row +g file +g ru g gregate +g rained +h al h as -k dir -l er -l ik -m om -m atch +h am +h os +h uber +h orse +i en +i est +i ers +i ately +j acent +l ig +l imit m and m Dataset -m atches m Downloading m achine -m oment +m atches +m pty m esh m ultimodal m rb n t n an +n able +n ip n omial o is -p ir -p unctuation -r d -r n +o ston +p ur +p ick r nd -r ench r istian -r thogonal -s m -s w -s ure s ort -s ions s ph +s ert s ized -s aved +s iam +s erialize +s ymmetric +s ync t v t on t ion t ropy -u ci -u ses -w he -w as +t gz +u ations +v s +w ik +w ikipedia x imal x ford x lim -y es +y c +y ear +} ). } _{ -Ġ Z -Ġ ss +¶ ν +Î ¬ +Î ¯ +Ï Ģ Ġ ut Ġ um Ġ ith -Ġ ir -Ġ Input Ġ qkv -in ds +__ , +in ception in ci +in vert Ġt iss -Ġt rick -al y -on aws -Ġ0 1 -ac ilit +Ġt ang +Ġt itles +at c +at he +at ically +er ving en a -or n -re move +en ced +Ġa da +Ġa veraged +es ide +es sed +es cape +Ġs ing +Ġs ore +Ġs cheduled +Ġs nip +ra ce +ra ge +ra vel +ra rily +Ġ0 1 +el se +ch ing re cognition -re verse +re move re cons +re eds re commended -st ft -\" \ +ing Callback +la n +Ġv ox +Ġv ae +se gment +it us +it ening Ġ1 96 Ġ1 72 Ġ1 71 -ch ing -de l -de viation -de tailed -im plement -ra vel -ra gged -ra rily -po lat -ur k -ur ity -ar ding -ar ded -it us -00 35 -00 38 -00 63 -Ġf m -Ġf r -Ġf ps -Ġf lat -Ġf ather -Ġf ail -Ġf acilit -Ġs ing -Ġs ore -Ġs ke -Ġs aves -Ġs igma +Ġo mit Ġo ctave -Ġc lf -Ġc nn +\" \ +Ġf m +Ġf ps +Ġf ather +Ġc os Ġc ited Ġc table -Ġp ure +Ġc utoff +Ġd pi +Ġd ark +Ġd ensely +Ġd isease +od ay Ġm g -Ġm on -Ġm se -Ġm ast -ro ll +Ġm it +Ġm em +po ssible +Ġin tention +Ġin fin +Ġin variance +ar se +Ġw er +Ġw ine +Ġw av +Ġw ater +Ġw asserstein +Ġw arnings +Ġp ie +Ġp hot +Ġb oard +Ġb irds +00 10 +00 35 +00 38 +00 63 +et ime +ro g +ent ry +Ġ( " +as ic +as ons Ġ2 10 -Ġ2 26 Ġ2 32 +Ġ2 26 Ġ2 33 Ġ2 39 Ġ2 29 -Ġ2 49 +Ġ2 48 Ġ2 5000 Ġ2 368 -ic le -Ġw er -Ġw ine -Ġw av -Ġw ish -Ġw ater -Ġw asserstein -ed ia +Ġn a +Ġn et +Ġn ib +ep h Ġ[ _ Ġ[ ` Ġ[ {' -Ġin tention -ent ry -Ġd ire -Ġd ark -Ġd ummy -Ġd iag -Ġd isease -es la -es cape -Ġn a -Ġn g -Ġn n -Ġn ib -Ġn atur -Ġb s -Ġb il -Ġb ranch -Ġb uck -Ġb irds -Ġse es -Ġse quential +ic le +ic ity +cy cl +nd array am ount am az -Ġe st -Ġe ma -Ġe ye -Ġ3 25 -Ġ3 26 +layer ed +ur k +ur ity +um ing +il ter +ha usted +Ġ3 18 Ġ3 14 +Ġ3 26 Ġ3 33 Ġ3 55 Ġ3 34 @@ -9365,249 +10846,276 @@ am az Ġ3 44 Ġ3 52 Ġ3 68 +Ġ3 31 Ġ3 82 Ġ3 51 -Ġre m -Ġre port -Ġre plic -Ġre cor -Ġre mark -Ġre aches -Ġre lax -il i -el ine -el lect -ce eds om en -om etimes +Ġre mar +Ġre using +Ġre implement +Ġre asons ad ays +Ġu l +ĠT O +ĠT ype +ĠT wo +Ġtf c +iv id +iv ial +pl ies +Ġg if +Ġg ame +Ġg ran +Ġg ru +ul ly +ot or +if ies +if ying +Ġ6 20 Ġ6 94 -Ġ6 45 Ġ6 66 Ġ6 55 Ġ6 52 Ġ6 5792 -Ġfor e -Ġfor ce -Ġfor ces -iv ial -ĠT O -ĠT ensorflow -ĠT emperature -ĠT esla -10 87 -10 57 -50 7 -Ġ\" # +ck et +un s +un ix +un mask +data bases +Ġtrain s +Ġtrain ig Ġ4 10 -Ġ4 12 Ġ4 98 Ġ4 24 Ġ4 95 -Ġ4 07 Ġ4 80 +Ġ4 07 +Ġ4 48 Ġ4 61 -() ] -() ]) -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠ -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠ -Ġh it -Ġh old -Ġh ope -Ġtrain s -Ġtrain ig -Ġtrain ability -Ġg ran -Ġg ame -Ġg ave -Ġg ree -ateg ies -18 02 -sh ot -sh ifted -Ġde light +ex ternal +10 40 +10 37 +10 87 +th ere +50 7 +low ers +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ +Ġh our +Ġh orizon +Ġ\" # +Ġ\" ./ +ist s +ist ent +ers ely Ġ5 75 Ġ5 66 +ĠI nd +ĠI ts +lab or +Ġex hausted +18 88 +18 02 +Ġx f +], ) 90 94 90 62 90 38 -90 83 +90 48 90 51 -Ġst ay -Ġst ored -low ers -lab or -ect ion -red it -un s -un ix -un mask -un masked -th rough -co lo -act ive +90 83 +12 94 +12 70 +ĠC ross +ĠC ho +ĠC artPole +ĠC ats +ĠC ycleGAN +ou ble +ĠA ttributes +Ġon line +Ġor gan 15 10 15 64 15 27 +pre ad +pre training +32 10 +32 98 +32 56 +ĠS V +ĠS al +ĠS ch +ĠS ection +ĠS ome +ĠS pace +ĠS election +ĠS KFF +Ġnum eric +Ġcon tr +Ġcon cept +Ġcon sequence +Ġit erate +ly nomial =\" \ -��x f +tf a +tf hub +Ġpre fer +Ġpre pared âĸĪ | -Ġv ar -Ġex pression -Ġex ercise -Ġl on -get s -get item +Ġse a +Ġse quent +Ġim plicitly +Ġ7 00 +Ġ7 28 +Ġ7 30 +Ġ7 95 +Ġ7 92 +Ġ7 71 28 34 -ĠC ross -ĠC ustom -ĠC artPole -ĠC ats -ĠC ycleGAN -35 75 -35 85 -35 63 -35 42 -35 58 +20 3 +96 90 96 32 96 94 96 08 96 88 96 74 -96 82 -con st -data base -Ġ7 28 -Ġ7 30 -Ġ7 95 -Ġ7 92 -Ġ7 71 -Ġnum er +Ġen for +Ġen cap +35 75 +35 85 +35 63 +35 42 +35 58 +Ġ8 96 +Ġ8 256 +Ġlo ved 98 24 98 78 +98 56 98 04 98 75 -98 95 98 08 98 34 98 77 -Ġ8 256 -ak ing -Ġret ri -Ġim ag -Ġim plicitly -In ception -In spect -ĠA ttributes -ĠS V -ĠS al -ĠS ome -ĠS aved -ĠS AMPLING -ĠS KFF -ly nomial -ir ing +98 88 +98 79 +chan ged +ĠR AM +ĠR ob +Ġsu g +Ġpro pos +Ġpro fil +Ġpro gram +Ġpro ceed +ampl ers +... ě[ +Ġpo sterior +ff ine +In spect +Ġare as ri er ri ends -Ġpro v -Ġpro pos -Ġpro babilistic -Ġen du -], ) -Ġcon tr +64 34 +64 09 +64 43 +ĠD es +ĠD is +ĠD ep +ĠD AU +ĠD ATA +ĠD ilated +Ġres ume +ach ers +ext raction 16 25 16 30 16 94 -26 50 -26 17 -26 55 +ĠN ext +ĠM S +ĠM V +ĠM e +ĠM essage +24 1 24 00 24 62 -97 8 -97 10 -97 98 -97 38 -97 07 -97 67 -97 42 -97 01 -97 81 -97 83 -ou ble +Ġstr uct +Ġcom pact +ĠF B +ĠF ind +ĠF ocal +ĠF igure +ĠF lickr +ĠF ren +ĠF lowers +ĠF riends 14 46 14 39 14 05 -ĠR ob -... ě[ -layer ed -Ġout side 78 56 78 13 -78 70 78 92 78 68 -32 10 +unction s +ind ividual +ĠP unch +Ġar ises +up sample +26 50 +26 32 +26 17 +26 08 +26 55 +Ġsh aring +Ġsh rinkage +97 22 +97 07 +97 67 +97 42 +97 01 +97 61 +ĠL oc +ĠL ocal +13 38 +com put +com patible +com fort +ug s +Ġax ins 94 78 94 76 94 87 -64 34 -64 09 -64 43 +94 88 04 28 -04 62 04 66 04 37 +04 70 04 92 04 73 -Ġdef ic -Ġdef ining -75 28 -75 38 -75 42 -75 49 -ĠM V -ĠM in -ĠM essage -ĠN ext -ĠP art -ĠP lease -ĠP unch +04 71 +back up +fer ent +True Positives 95 15 -95 28 95 24 95 30 95 94 95 52 95 73 95 49 -and id -tf a -tf hub -Ġare as -Ġcom pression -Ġcom patible -up sample -ack ing -Ġact ress -Ġlabel ing +75 28 +75 38 +75 42 +75 49 +Conv olution Ġ16 1 Ġ16 2 -Ġax ins -ase line -Ġmo bile -76 00 -76 17 -76 97 -76 78 -76 84 -ĠD AU -ĠD ATA -ĠD ilated +Ġ16 640 +Ġde mo +([ ' 08 25 -08 56 -08 13 +08 17 08 78 -08 55 +08 56 08 52 08 79 08 72 @@ -9616,616 +11124,677 @@ ase line 08 81 08 61 08 51 -Ġres ample -Ġres cale +red it +76 00 +76 78 +76 97 +76 84 +76 23 +radi ct +radi ctory +99 56 +Ġ64 9 33 67 33 150 33 779 -Ġpre pared -ach ers -Ġlo ved -45 47 +ĠIn puts +ĠG IF +ĠG PT +Ġint el +Ġint ended +Ġint ellig 27 98 27 08 -Conv olution -com fort +27 48 +45 47 +Ġma st +ĠO mniglot +ĠO xford 46 10 -46 50 46 20 +46 98 46 16 46 33 +46 36 46 63 -Ġor gan -99 56 -99 13 -Ġ64 9 -ĠL ay +us ions +ĠE very +ĠE MBED img s -40 7 -40 96 -40 26 -ĠG IF -ĠG PT -ĠF B -ĠF rom -ĠF ind -ĠF igure -ĠF ollow -ĠF lickr -ĠF rench -ĠF lowers -ĠF riends Ġ28 2 Ġ28 6 Ġ28 9 +Ġun ne +Ġun rol +Ġun seen +Ġun shared +Ġun changed +ĠB uil +ĠB NN +ĠB eta +ĠB idirectional +ĠB GR +ĠB enchmark +sh ot +sh ifted +Net s +so ft +38 56 +40 96 +40 26 +Ġper ceptr +Ġ9 78 +log dir +log ger +em plo +ib ler 22 18 -pre ad -pre training -Ġnot es -48 82 +84 29 +84 44 +Ġi a +Ġi e +Ġwor ry 37 45 -ind ividual +ĠK nowledge +Ġpadding s +Ġhe a +19 94 +19 27 70 17 70 24 -Model s -Ġ9 00 -Ġso on -Ġso cial -tr u +Ġ20 2 +Ġlog ging 39 10 -Ġper ceptr -Ġch oose -ĠE MBED -Ġco ver -Ġco unter -Ġco urse -process ed -Ġad a -Ġad mit -Ġad versarial -Ġ15 8 -19 94 -19 27 -36 94 +Ġch ain +de viation +36 7 +36 78 36 08 -77 4 +36 54 +86 3 +80 14 +80 39 +Ġsa w +Ġsa ke 77 25 +77 14 77 94 77 46 -mask ing -ĠB NN -ĠB eta -09 10 -09 28 -09 56 -Ġhe a -os ing -86 82 -05 25 -05 26 -05 43 -Ġpredict s +Ġ15 8 85 96 85 14 85 76 85 86 +ĠU tility +Ġcol ors +05 10 +05 25 +05 64 +05 26 +05 27 +05 43 +05 71 +09 2 +09 10 +09 28 +Ġab normal +ire ctory +Ġup right 47 93 -map s -Ġun ne -Ġun seen +__( * +Ġfol ded +29 35 +29 98 +29 94 +NN CLR +ĠTensor s +ĠW ill +ĠW armUpCosine +Ġ26 2400 +000 3 +Re constr SI TION -125 7 +07 50 +07 20 07 19 +44 00 65 1 -Ġpo tent -Ġpo sterior -Ġpo oled -Re constru -Ġ26 3168 -Ġ26 2400 +map s 87 10 87 50 -87 24 87 08 -87 33 87 44 -87 43 87 31 -des cription -Ġtext ure -([ ' -([ - +87 43 +co lo +co is +Ġ` - +Ġ` . +Ġk id +Ġk aggle +get s +Ġcor rupted +Ġdist iller +Ġdist rust 52 32 -ific ial -MA P -Ġ20 2 -Ġ20 17 -Ġ20 16 88 14 88 93 -ert ical -Ġint ellect -__( * -29 1 -29 15 -29 35 -29 98 -29 94 -06 02 -06 81 -Ġfol ded -ĠO f -ĠO penAI -ĠO mniglot -ĠO xford -Ġpadding s -80 14 -80 39 -Ġ27 4 -fig uration -ĠRe al -ĠRe ference -Im port -176 0 -Ġcont emp -Ġcont rary -Ġdist iller -Ġdist rust -TO TAL +Ġsub t +Ġsub st +Ġsub sets +Ġsub directory +MA P +Ġsuper f Ġsuper st -Ġsuper fic Ġsuper imposed -Ġhas hes +Ġover riding +cor rect +ese arch +ĠWe ight +Ġmethod o +tt y +ĠV SN +Ġ27 4 +Ġ12 90 +Ġcl f +ĠRe al +63 75 02 50 02 18 02 25 02 24 -Ġup right -Ġsub st -63 75 -=[ - -Ġbo ol -Ġbo ard -Ġsc reen -43 48 +ST ABLE +TO TAL +Ġprob abilistic +Ġinter section +Ġvari ations 68 39 -ĠH e -ĠU tility +.... ] +Ġend point +Ġend urable +Ġsee k 74 10 74 16 74 94 -Ġro tation -54 90 -Ġadd ress -Ġk id -Ġk aggle -Ġk inds -ampl ers +dir name 31 30 -ĠK nowledge -ĠV ide -ĠV SN -ĠW here -ĠW armUpCosine -Ġla m -03 25 03 98 -72 78 -Ġab normal -Lo ok 01 90 01 17 01 98 +01 64 01 16 01 13 -our s -Ġmat rices -ĠLo ok -ĠLo okup -Ġcolor s -AR T -dir name -NN CLR -313 1 -Ġhigh ly +54 90 +72 78 +06 76 Res ized -41 98 -Ġinter n -Ġinter val -Ġinter section +Ġthan ks +ĠIm gur Ġman age -61 50 -Act or -Act ive -69 90 -69 98 -69 94 +Ġdet ect +Con tent +Ġcontain ed +Ġ36 1 +Ġhigh ly +Ġad am +Ġad vised +Ġad mit +Ġad versarial +Ġad jacent +Ġred undant +LE CT +AR T +fa ce +82 26 +Error Print +Ġconfig uring +Ġconfig urations +Ġpredict s +ĠImage Ops +Ġstand alone Ġstand ards -Ġother wise +Ġ24 9 +Ġca uses read lines -LE CT -ept ion -ell ig +91 32 +91 64 +chitect ure +Ġread y +313 1 +St atus +61 50 +ĠModel Net +sub tract +Ġdi ss sl ider -ST ABLE -Ġindex ing -Ġinc eption -Ġatt empt -min i -Implement s -Ġthan ks -ĠAd aptive -ĠIm gur -Set ting -sc ratch -Ġinclu ded -user content -Ġsee k -ĠNe ed -gen re +69 98 +69 94 +Adam ax +min val +Ġ[[ [ +ĠRes erve +itive Attention +Ġmod alities +Ġreal istic +Random He +Random Width +Ġback ground +Ġback propagation +Ġnormal izes +scale Block +Ġent irely +Set s +Ġoper ator +Ġoper ates +Ġap p +Ġregular ize +vari ation +Ġass ess +ĠDe coder +Ġcont radict ĠSt ar ĠSt ore -ĠSt art -Ġrequ ests -Ġrequ iring -ĠLoss es -St andard -Ġ49 280 -Ġoper ator -Ġprodu ction -scale Block +ĠTh reshold +Ġshow ing +uc i +Ġgu ess +gen re +run k +run s +Ġresult ed +Ġscal ed +En code En tropy -Ġvari ation -Ġvari ations -ĠImage Ops -Ġcheck points -Ġph i -Ġexp lan -Ġcontent s -Ġback ground -Ġimprove ment -Ġimprove ments -Ġmethod olog -016 4 -istic Endpoint +Ġ... ]) +ĠNe w +user content +exec ution +plic ative +Ġcomb ines +Ġallow ing +ĠAn tirectifier +Ġsup p +Ġsup posed +ĠAppl ications +Ġnon linear +Ġtransfer red +Ġdep loy ĠLe arn -Ex ponential +Ġsum med +ĠAdd itionally +ĠTF Lite +Ġinv ersely :] ), -Ġallow ing -ws group +Ġiter ative +Image DataGenerator Image Ops -Ġ96 498 -ĠTF DS -ĠTF Lite -Ġincre ased -)} , -run k -run s -Ġass ess -Ġsy nthe -Ġsy mbol +Load Status Ġnow adays -emp loy -017 1 +Ġdisplay ed +Ġexp ression +tern atively +])) . +ĠJ ust +ĠJ accard +ĠJ upyter +Checkpoint LoadStatus +Data Frame +LSTM Cell Ġ90 6 -arch ive -cor rect -Ġbound aries -Ġunder standing -Ġ... , -Ġ... ]) -ĠSe quence -ĠSe lection +Ġdel ight +Ġoptim al ĠDeep mind -Ġiter ative +ĠEx ponential +Ġbeha ves +Ġcomp ression +Ġbuffer ed +Ġ46 24 090 1 090 4 090 5 090 9 -Data Frame -Ġposs ib -OR G -Ġbel ongs -ĠModel Net -Ġoptim al -pip eline -Ġnon linear -Ġcomp act -si am +down scale +Ġvisual izing ĠData Generator +Ġclip ping +adam atch +Ġph i +Ġconsider ing +Ġconsider able +ĠGAN Monitor +Ġhash es +017 1 +Ġadapt ing +Ġadapt ive +Ġpla ced +ĠCustom Dense +ĠCustom RNN +Ġquant ities +On es +On ly +Ġconcaten ates 010 4 010 5 -AD A +Ġran ges order ing -Ġcre ation -Ġcre ates -Ġexpect ing -ĠEx p -ĠEx pert -DT ran -Ġclip ping -Ġselect ing -Ġenviron ments -ĠNum py -Ġloc ations -ĠJ accard -Ġformat s -ĠSh avingBeard +()` ) +ĠAd versarial +Ġconstr ucted +OR G +group s +pip eline +Ġcross ed Ġcomm it -Ġcomm un -Ġrespect ive -ĠGAN Monitor -ass ets -Ġwar m -Ġoff sets -down scale -Ġconsider able -adam atch -Ġtransfer red -875 2 -Ġpres erve -Ġmak ing -ĠAn tirectifier +Ġserial izing +Ġserial izable +Ġenviron ments +Ġext end +Ġext rem +Al pha +AD A +RNN Cell +Ġ0000 7 +neighb or +Ġ000 09 +imal RNNCell +ĠAl though +Ġident ify +Ġaggreg ate +Ġwar m +includ es +Ġexist ence 050 2 +020 6 +020 85 +117 5 +Ġeffect s +Ġeffect iveness 814 2 814 4 -auto encoder -wor ld -Ġsup posed -197 4 -197 7 +cut ive +replic as +Ġstat us +Ġprevious ly +900 3 +900 8 +Ġdiv ersity +Ġdiv iding +Ġshif ts +Ġintrod uces +875 2 +Custom Model +Custom Layer +ific ial +ĠMax Pooling +ĠPo oling +Ġretrie ving +Ġnoteb ooks +ĠEn coder +Ġrepla ced +Ġlead ing +ĠMy Layer +pectro grams +Ġscen es 837 7 -Ġ98 8 -Ġ99 9 -Ġsom etimes -press ed -Ġeffect s -Ġeffect iveness -Ġintrodu ces -Ġsubset s +sel u +Ġview ing +ĠPer iod TRAIN ING -097 9 -Ġgroup s -efficient net -Ġart ifact -Ġincrease s -897 0 -Co lor -github usercontent -Ġra re -Ġmix ing -ĠMo vie -ĠMo lecule -ĠPo oling +978 1 +978 3 +866 0 +866 9 +Pos itive +ĠSpecif y Ġcoordin ate -056 4 -056 6 -316 7 -900 3 -900 8 -Ġrec ursive -ĠSp ace -ĠOn ce +Ġcontrol led +={ " +={ \" +github usercontent +upl ens +Ġwrap per +Ġpen alt +Ġrot ate +Ġrot ating +808 6 +Un it +Ġdetermin es +Ġinvol ving 735 3 -866 0 -Ġcut off -Ġstan ds +Ġincor rect +Ġrecord ed +ĠMo vie +Ġpreser ving 475 7 -893 6 -893 8 -Pos itive -Pos itives -ĠRep l +And ErrorPrint +des cription +ĠRep la ĠRep eat -064 2 -764 7 -Ġq a -Ġexist ence -ĠSim Siam +Ġdecre ases +Ġproduct s 027 3 027 7 -878 6 +764 7 bal anced -fid ent -Ġtitle s -Ġ\". / -ĠAl though -Ġcorrect ly -Ġinvol unt -Sh avingBeard -ele ments -lim ate +Ġq a Ġurl s Ġurl lib -Ġmod alities -Conclu sions -ĠPass ing -Ġclose ly -Ġdetermin ed -Ġdetermin es +Ġnat urally +extract ed +064 2 +rat ic +ĠÎ º +Ġrespe ctive +Ġnamed tuple +056 6 +197 7 +Separable Co +orig in +247 9680 +876 1 +876 6 +Mask ed +sc ratch +ĠSim Siam +Ġcost ly +Concl usions +exist ing +Ġselect ing +Ġpopular ity 024 6 -Ġdevelo ped -ĠCO UNT -ĠCh ar -Ġconst rastive -Ġchange s -824 4 -Ġwide ly -Ġmeasure d -298 6 817 8 -Trans lation -vari ation +878 6 +Ġpr ison +Ġho pe +ĠCO UNT +ĠRun ning Instance Normalization -Ġcost ly -Ġsubclass ed -Ġproduct s -Ġview ing -Ġpopular ity -433 7 -697 4 -876 1 -Ġbeh avior -Ġtrack ers 025 3 -456 6 +620 9 745 1 -770 6 -Evalu ation -fe aturizer +Class ification +SAMP LE +α ι +ĠAuto encoders +Ġmeasure d +Ġcondition ed +Ġtrunc ate +433 7 +824 4 trans lation +ele ments +stat us +Ġvis it anit ization -ĠPlot ting -Ġcondition ed -034 9 -328 43 437 2 850 8 -838 6 -ein sum -Ġconc er -Ġcalcul ating +877 9 +rot ate +ull back +ĠPlot ting Ġsuffer ing -={ \" -Ġcou rage -Ġimbal anced +077 7 +456 6 +838 6 Ġye ar Ġye ars -Ġarbit rarily -Separable Co 737 3 -Class ification -Ġpr ison -Ġresour ce +770 6 +dep artments +rec ation +Ġtopo logical +Ġrem ote +Ġweak ly +ĠSub sequent +Ġresearch ers +ĠOpen AI Ġadjust ed 065 2 -393 2 -796 2 +Auth ors From Smiles -Ġbi ases -Ġhapp ens -Ġweak ly -ĠAuto encoders -Ġvariant s -Ġapproxim ation -neighb or +LO C +Ġá¼ Ģ +ĠSha vingBeard +Ġincrement ally +Ġpropag ated +068 1 +488 2 747 1 Graph ConvLayer -LO C -sup ports -upl ens -Ġcorrupt ed -Ġpreserv es +bott leneck +kk kk +Ġtw ice +ĠTem perature ĠAugment ation +Ġ263 168 +ĠLabel s ĠBert Semantic -Ġinstinct ive -Ġinterpre tation -ĠQu ant -GR U -So ftmax -Ġprom pt +Ġinstin ctive +Ġrecurs ively +060 2 +434 8 +796 2 +Col or +hand le +Ïĥ ι +thes is Ġhum idity -Ġlight weight -Ġscen es -Ġtyp ically -ye ar +ĠCl usters +Ġconsum e +Ġproportion ally +Ġdeal ing +Ġattem pts +'} ] urb ations -rot ate -Ġdefinit ion -ĠInception V -aggreg ation -Ġinvari ance -Ġinvari ant +Ġey e +Ġsubtract ed +Exponential Decay +Ġapproxim ately Ġpersonal ities Ġincorpor ate -Ġrepeated ly +Ġanaly zing +Ġaccumul ators +Ġflex ible +Ġflex ibility +Ġhistog ram +Ġhistog rams 587 2 -Ass ets -Clu ster -bott leneck night ly -tutorial s -Ġsitu ation -rog rams -Ġdraw n -ĠTak es -ĠAss emble +Ġtrim esh +3284 3 +Ġconst rastive +Ġresha ped +ĠFran cois ĠFix Res -Ġcho osing -radict ory -Ġexpla ined TRAN SITION -EX AMPLES -hand le -Ġtrim esh -Ġfle x -Ġsacr ific -Ġmar ker -Ġgray scale -Ġdep loy -Ġdepend encies -Ġstat istics -Ġvan illa -ĠClu sters -ĠSub sequent -convers ations -ĠDown scaleBlock +Ġsynchron ous +Follow ing Negat ives +Sha vingBeard +ona ws +Ġsoc ial +Ġwid ely +ili ar +Ġ459 2479680 +Ġexer cise +ĠAdapt ive +Ġcontra ry +ĠDown scaleBlock +convers ations +Ġintu ition +ĠCont rol +Ġtracker s +Ġprefetch ing 333333333333 34 -'} ] -Follow ing -Mask ed +deta iled +fts ign +Ġsil ent +Ġol der Ġcum ulative +Ġ330 24 Ġhur t -redu ction -ĠDis count -ĠFo cal -Ġintu ition +Progbar Logger +Ġcombin ations +Ġscenari os +Chan ging ResidualB l -Opt ion +Ġdestro y +EXAMP LES +Retrie ves +celeb a +lik elihood mim save -miss ion -cele ba -Ġasyn chron -Ġlate st +ĠSAMP LING +Ġconse cutive Ġconsequent ly -ĠMeth od -ĠFree ze +Ġimmed iately +ĠRetrie ve ĠReflection Padding -Ġredund ant +ĠNegat ive +Ġarbit rarily +ĠLoo kup +clus ive Ġrelig ious -irrored Strategy +Ġunderst ood +Ġartifact s +Ġexplan ation ĠUpscale Block %:] \"], Ato ms BUFF ER OUR CE +Put ting gro uplens -lik elihood -moment um +wik i Ġtiss ue -polat es -Ġske w -Ġdire ctions +Ġtang ent +Ġinfin ity +Ġpie ces amaz onaws -database s -Ġretri eval -Ġendu rable -Ġattempt s -Ġartifact s +Ġhorizon tally +Ġsequent ially +Ġencap s +ĠFren ch +Ġunrol led +RandomHe ight +Ġpenalt ies +AndErrorPrint ingCallback ĠBertSemantic DataGenerator -% , -' m -' ]), +% ] ' ][- +) ! +) * +) ; ) = +) _ ) \" ) âĢĸ +, - , )] , >= -. ' +. : . > -. ), . \", . ', . =-- @@ -10236,155 +11805,181 @@ database s 0 200 0 189 0 176 +0 128 0 187 +0 784 +0 999 +0 938 0 121 -0 191 +0 325 +0 992 0 231 +1 13 1 152 +1 325 +1 153 1 944 1 140 1 159 2 100 +2 30 2 156 2 960 -2 979 -3 20 -3 284 -3 182 +2 987 +2 328 +3 15 +3 784 +3 152 3 188 +3 182 3 355 -3 208 -3 406 -4 18 -4 36 +3 968 4 118 -4 206 -4 284 -4 136 4 979 +4 136 4 161 4 946 -4 254 -4 251 4 143 -5 80 -5 284 -5 191 +4 270 +5 90 +5 33 +5 34 +5 240 5 106 +5 191 5 342 -6 32 +5 173 6 62 +6 05 6 000 +6 88 6 955 6 765 -6 991 6 322 -7 000 +6 991 7 101 -7 368 +7 324 +7 936 7 765 -7 209 -7 254 +7 184 +7 172 7 148 -7 141 7 948 +7 141 +8 25 +8 99 +8 91 8 469 8 391 +8 986 +8 988 8 166 -8 405 -8 132 +8 326 8 945 +8 405 +8 355 8 342 8 181 -8 621 -8 772 -9 94 +8 336 +9 16 +9 30 9 118 -9 907 9 937 -9 102 +9 907 +9 248 +9 980 +9 358 +9 260 +: ( : :\", += ..., > ' -A S -A rea -A ffine +A c +A re +A dapt A BELS -C ross +A ffine +B idirection C ritic -C hest +C haract D O D d +D ep D iscriminator D AR D Embedding +D Logger D IGITS -D Log D PG -E ven -F ine F ant F ourier G I -G o +G u G an +G ated +H eadAttention +H elper I ZE I ES I MAX J N -L Y L b L ens +L ib L OR L anguage -M er -M an +M a M ult -M NIST +M etrics M UL -M any M ultimodal M atrix -M irroredStrategy +N G N M N ER -N ON N CO +N ASNet N LL -O penAI +O pen +O OV P Z P d -P l P art -P TH -P lease P ets +P TH +P olicy P etImages -R ate +R L R ay R Embedding R OR -S w +S up +S cor S entence S ER S FO -S ub -S cor +S caling +S chedule +S cope S lope -S DS S WA +S ometimes +T P +T r T ip T ransform +T run T ennisSwing U V U SER V x -V ocabulary +V ery V erse V Lb W ar +W rit W ords W ilderness -X ception X LA X TN X Ray @@ -10394,2881 +11989,3214 @@ Z JN ] }\" _ . a o -a ff +a ccu +a ie a iled -b rain -b as -b uilding -b ank -c l +b c +b en +b tain c ct -c reate +c our c us -c map +c rib c ry -c ums +c ubic c ensus -d o -d ial +d c d ual +d ates d nn -d uring -d itional +d ynam +d igit d ummy -e h +d uplicate e k -e ff +e ach e ability -f b -f m -f lo -f ra -f ly +f ine +f ix +f ire f old +f iel f ather -f aith -g ated +f ocal +f ashion +g a g mlp -g eneration -h os -h avior h ouse +h ousing +i py +i rable j et j ug k i k p -l le +k y +k ed +l se l ic -l ations -l ating +m er m en -m ing -m es +m is m as m ig -m utation +m oments m NM +n as n cy -o v -o ck -o ffic +n the +n ative +n Start o ctave +p ense p ink p seudo p rime +r iv r ine -r ated -r ace +r ates r iller -r atic +s ure s uff +s ay +s ely +s To +s igma s pread t in -t ic +t as +t ot +t ure t ri t ree -t gz t uned -u ge -u ct -u DNN -v s -v ation +u k +u id +u ctive v isual +v ided +w el +w as +w ill +w ind x b x xt -y l -y perparameters +z ed z ation z un -} \ +{ } +} } +} ): ¥ ï § ois ¸ ı  ² à © à §ois -Ġ ener +Î ¸ +Î ¼ +Ï Ĩ +Ï ī Ġ ill +Ġ ener +Ġ ir +Ġ radi +Ġ ensemb +Ġ ensemble Ļ ¥ï -== > -== => +in f in o +in ct in uous in stall -at he -at ent -at ives -Ġt im Ġt ab Ġt ill Ġt ast Ġt te -Ġt ell +Ġt ick Ġt xt Ġt onal -Ġt anh -Ġt emplate +at ent +at ives +at ural +at uration +er bosity +al y +al ogs al thy on to -lo op -lo ops -ac le -en j +or n +en able en hancement -ss ible -re ction -re versed -se mb -se ly -st age -he ights Ġa int +Ġa ware Ġa irplane -\" - -\" }, +Ġa verages +Ġa ux +Ġa udios +lo ver +Ġth resh +Ġs ic +Ġs qu +Ġs oo +Ġs ound +Ġs chedul +Ġs lower +Ġs anitize +Ġs pectrograms +Ġs anitization +el a +el eph Ġthe aie -Ġ1 98 -Ġ1 300 +ch o +re at +re qu +re versed +re uters +st o +st age +st ft +st raction +Ġv i +Ġv ers +Ġv ib +im its Ġ1 78 +Ġ1 300 Ġ1 94 Ġ1 95 Ġ1 500 +Ġ1 19 Ġ1 70 Ġ1 5000 -im in -po w -po wer -po sterior -le m -le y -le vi -le ading -ur ies -ar io -it ig -it ual -it ting -00 30 -00 78 -00 64 -00 37 -00 34 -00 36 -00 05 -00 60 -00 71 -Ġf re -Ġf lu -Ġf its -Ġf nn -Ġf av -Ġf requency -Ġf req -Ġf ocus -Ġf requencies -Ġs n -Ġs ic -Ġs pat -Ġs ound -Ġs aw -Ġs anitize -Ġs cope -Ġs erialize -Ġs anitization -Ġo l Ġo on Ġo as Ġo lin Ġo ohe +\" - +\" }, +Ġf eat +Ġf ri +Ġf nn +Ġf lu +Ġf etch Ġc b Ġc p Ġc ere -Ġc yc -Ġc riter Ġc nt -Ġc andid -Ġc uDNN -la nd -Ġp i -Ġp ul -Ġp print -Ġp seudo -Ġp iece -Ġp hoto -Ġm art -Ġm em +Ġc yc +Ġd iscrimin +Ġd rops +le vi +od ic Ġm ag -Ġm ark -ro ad -ro logy -Ġ2 64 -Ġ2 45 -Ġ2 27 -Ġ2 46 -Ġ2 48 -Ġ2 52 -Ġ2 54 -Ġ2 57 -is in -is od +Ġm ill +Ġm art +Ġm itch +po b +po w +po isson +po sterior +Ġin format +Ġin active +Ġw is Ġw all -Ġw arnings -Ġ[ ==== -Ġin stantiate +Ġw ider +Ġw heel +ed ly +ct ed +ct rine +is k +is in +is odic +Ġp print +Ġp seudo +Ġp ush +Ġb ed +Ġb oo +Ġb eside an ity an ne -an cing an ks +an other +an cing +00 2 +00 64 +00 30 +00 78 +00 37 +00 34 +00 36 +00 05 +00 71 +et ween +et itions +ro logy +ro adcast +Ġto y +Ġto ler ent le -Ġd y -Ġd ate -Ġd iversity -Ġd isp -Ġd ocs -ation Warning -es ides +Ġ( { +as y +as en +as pect +Ġ2 64 +Ġ2 94 +Ġ2 27 +Ġ2 45 +Ġ2 46 +Ġ2 52 +Ġ2 54 +Ġ2 57 +Ġn g Ġn x Ġn ation +Ġn one Ġn ine Ġn our -Ġn ob -Ġb ed -Ġb ig -Ġb icubic -Ġto wards -ate ver -nd er -Ġse per -Ġ[================ ======== +Ġn ice +Ġ[ . +Ġ[ ============ +ic ed +ic ate am a am ine -Ġe lect -Ġe ager -Ġe yes -Ġ3 18 +ate ver +ag ate +ur ies +um p +il ight +ha vi +ig m +ig ated Ġ3 93 Ġ3 66 Ġ3 70 Ġ3 87 Ġ3 42 Ġ3 71 -as y -as pect -as ons -Ġre set -Ġre lu -Ġre ly +id ities +Ġre ct Ġre cal -Ġre ceive +Ġre cogn Ġre cons -Ġre asons -um p -il ight -ct rine -ig m +Ġfor e +Ġfor ms ad ult +ad versarial +Ġu cf +ĠT able +ĠT ry +ĠT ree +ĠT ARGET +ĠT aking +iv ers +iv ide +ol ve +Ġg ree +Ġg cp +Ġg aussian +Ġg iving +Ġg entle +ul y +ul ation +res cale +res caling +res olver +Ġst l +Ġst y +Ġst up +Ġst abil +Ġst ret +Ġst air +ot ing +ot ic +if ice +.. ] +igh tf +Ġ# ## +Ġ# ################ +ef s Ġ6 12 -Ġ6 20 +Ġ6 32 Ġ6 39 Ġ6 23 Ġ6 87 Ġ6 73 Ġ6 61 -id ities -id gets -Ġth ird -Ġfor ms -Ġ# ## -Ġ# ################ -iv id -iv ity -ĠT able -ĠT wo -ĠT ARGET -Ġu l -Ġu int -Ġu cf -ot y -ot ic -ot tle +he ar +he ights +ck s +un ts +un less +un stack +un ately +un truth +un sorted +un labelled +train val +est er +est ing +est XRay +Ġ4 15 +Ġ4 16 +Ġ4 99 +Ġ4 38 +Ġ4 22 +Ġ4 37 +Ġ4 53 +Ġ4 06 +ex port +ex posed +ex ponential +di alogs +Ġy label 10 10 10 12 +10 15 10 28 10 14 -10 75 10 95 +10 75 +10 76 10 27 -10 40 10 66 -10 37 10 77 10 47 -10 65 10 23 +10 65 +10 53 10 67 10 31 +10 72 10 58 +10 73 10 49 +Ġbe i 50 97 50 67 -Ġ\" \". -Ġ\" -\" -Ġ4 15 -Ġ4 16 -Ġ4 99 -Ġ4 22 -Ġ4 48 -Ġ4 37 -Ġ4 53 -Ġ4 06 -() ). -ens ions -ens itive -ul ly -ul ated -Ġh ist +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠ +qu ality +to wer +Ġh ar +Ġh om Ġh its -Ġh ard -Ġh ardware -Ġh ouse Ġh ocus -train val -Ġg ue -Ġg entle -18 22 -18 05 -ol ly -ol let -sh runk -Ġde a -Ġde mo -Ġde com -Ġde lt +Ġh ete +Ġh ouse +int ensive +Ġ\" \". +Ġ\" -\" Ġ5 35 Ġ5 25 Ġ5 64 Ġ5 33 Ġ5 80 Ġ5 81 -Ġ5 1760 +ĠI s +par ts +Ġex ponent +Ġex ceed +Ġex ceeds +18 22 +18 77 +18 05 +Ġx xt +Ġl ive +Ġl ives +Ġl ink +Ġl inks +Ġl icense +urn s +)) ): +ran k 90 96 90 25 90 17 90 98 +90 78 90 33 -90 48 90 47 90 23 90 87 -est ed -Ġst l -Ġst age -Ġst up -Ġst ret -ect ing +cod es +per m +per ience 12 00 12 25 +12 11 12 05 12 71 -ex port -ex cept -ex posed -pl ing -qu ality -to wer -un k -un stack -un truth -un sorted -un ately -un labelled -15 16 +ĠC allbacks +ĠC osine +ĠC ycle +ĠC LASS +ĠC aption +Ġout perform +con st +con centration +con crete +Ġwh itespace +Ġwh atever +ĠA I +ĠA tt +ĠA TO +ĠA ggregate +Ġor d +Ġor ac 15 76 +15 55 +mb ol +32 35 +32 78 +32 08 +32 46 +32 66 +32 59 +32 77 +32 47 +32 88 +32 06 +ĠS E +ĠS cal +ĠS aving +ĠS quadExample +ĠS OURCE +Ġnum er +Ġret racing +pro portion =\" ::\", -Ġx xt -ran çois -Ġv ib -Ġv ox -Ġex plicit -Ġex plicitly -per ience -Ġl u +Ġpre m +Ġpre train +Ġpre achers +Ġpre comput +Ġpre tty +Ġuse f +ir l +Ġse gments +Ġim pact +Ġim possible +Ġ7 66 +Ġ7 37 +Ġ7 39 +Ġ7 89 +Ġ7 169 +28 7 28 00 28 19 28 86 -ener al -ĠC aption -ĠC ycle -ĠC hest -ĠC LASS -ĠC osine -35 00 -35 28 -35 35 -35 11 -35 65 -35 79 -96 8 -96 00 +20 5 +96 15 +96 28 +96 25 +96 24 +96 14 96 75 96 84 +96 86 96 60 96 57 96 81 96 61 -con sc -con centration -pe ss -17 75 +Ġpa ired +Ġen com +35 00 +35 28 +35 35 +35 62 +35 11 +35 65 +35 79 +100 3 +Ġbatch ing +Ġbatch norm +Ġ8 71 +Ġclass ic +17 1 +17 16 17 95 -17 36 17 84 +17 36 17 41 -Ġ7 93 -Ġ7 66 -Ġ7 37 -Ġ7 39 -Ġ7 44 -Ġ7 89 -Ġ7 169 -pro d -pro portion 98 10 +98 90 98 96 98 25 +98 22 +98 70 98 85 +98 11 +98 07 98 53 -98 79 98 71 98 82 -)) ): -)) )) -)) ], -Ġ8 00 -Ġ8 96 -ak pa -100 3 -Ġret racing -Ġim aging -Ġim pact -vi ded +ĠR L +ĠR esearch +Ġsu ited +Ġpro s +Ġpro poses +Ġpro xim +Ġ' . +Ġpo pu +In puts +In valid In stead -ĠA TO -ĠA utoencoder -ĠA ggregate -Ġbe i -pat ched -ĠS he -ĠS ch -ĠS OURCE -Ġy label -ir l -ri ses ri otic -Ġpro file -Ġpro ceed -Ġon line -res caling -res olver -ext ra -ext ern +64 9 +64 80 +64 03 +ter ies +ter eo +ĠD ue +ĠD ivide +Ġr y +=( ( +=( * +ip Hash +16 96 +16 35 +16 03 +ĠN ested +Ġ" / +ĠM od +ĠM onitor +ĠM erge +ĠM illion +ĠM atrix +ĠM atching +24 45 +Ġal chem +Ġal levi +Ġacc om +Ġacc essed +vi a (\" [ (\" _ (\" ---- -Ġsh ot -Ġsh ip -Ġsh uff -Ġcon f -Ġcon cat -Ġcon sum -Ġcon sequence -Ġcon fusion -16 28 -16 35 -16 96 -26 94 -26 36 -26 027 -Ġan g -24 8 -24 45 -24 770 -24 736 -30 5 +ust ry +ĠF eatures +ĠF ast +ĠF ace +ĠF ullModelCheckpoint +ĠF ilter +ĠF ully +ud e +Ġ10 20 +Ġ10 56 +Ġ10 46 +14 95 +14 34 +14 80 +14 31 +30 50 30 73 +78 40 +78 66 +78 84 +78 37 +78 72 +78 58 +78 73 +Ġconv ers +]) > +class ing +ĠP art +ĠP layingCello +ĠP endulum +and restore +ĠThe ir +56 9 56 16 56 95 56 08 56 80 56 79 +Ġar en +Ġar xiv +26 6 +26 94 +26 36 +26 027 +93 90 +93 76 +93 33 +93 47 +93 44 +93 87 +Ġsh ot +Ġsh ip 97 00 97 50 -97 90 -97 12 -97 22 +97 04 +97 33 97 55 97 05 +97 09 +97 29 97 44 +97 68 97 06 97 43 -97 68 97 57 97 71 -97 61 97 91 -ter ies -ter eo -Ġwh atever -14 95 -14 34 -14 31 -93 90 -93 76 -93 33 -93 47 -93 87 -ĠR L -ĠR educe -Ġsu c -Ġuse f -ay akpa -pos ing -13 25 +end point +Ġne cess +ĠL ow +ĠL ite +ĠL ATENT +ĠL OL +ĠL ABELS 13 93 -13 38 13 48 13 60 -Ġout perform +13 31 +ents ion 300 00 -ne utral -mo bil -Ġ10 20 -Ġ10 56 -Ġ10 46 -78 3 -78 40 -78 66 -78 37 -78 72 -78 58 -32 35 -32 78 -32 77 -0000 1 94 98 94 13 94 27 +94 157 94 21 -94 88 -94 73 +94 47 94 31 -64 03 -64 2202 -04 98 -04 70 +94 73 +04 9 04 55 04 36 -04 77 04 86 +04 77 04 29 -04 06 +04 67 04 79 -ug s -Ġdef ines -75 90 -75 20 -75 98 -75 24 -75 75 -75 77 -75 51 -ĠM S -ĠM e -ĠM onitor -ĠM illion -ĠM atching -ĠM atrix -ĠP layingCello -ĠP endulum -95 16 -95 13 +04 06 +04 91 +0000 1 +back ground +ak pa +Ġ32 7 95 32 +95 16 +95 76 95 40 95 22 +95 37 +95 80 95 47 95 23 95 74 95 82 -Ġconv ers -Ġconv erge -ack et -Ġact s -Ġpa ired +75 90 +75 20 +75 98 +75 24 +75 75 +75 77 +75 51 +Conv olutional +Conv erts Ġ16 8 -Ġ16 640 -ĠI s -class ing -Ġmo vielens -76 1 -76 35 -76 98 -76 30 -76 75 -76 95 -76 08 -76 70 -76 92 -76 03 -76 51 -76 91 -We ights -]) . -]) ] -ĠD ue -ĠD imension -Ġr y -Ġr ace +=" ", +Ġde a +Ġde coding +([ ( 08 90 -08 17 08 30 08 75 08 76 +08 84 08 21 08 47 +08 23 08 88 +08 63 08 74 -ject s -ject ories -Ġres caling -Ġres caled +76 1 +76 35 +76 98 +76 30 +76 95 +76 75 +76 08 +76 70 +76 92 +76 03 +76 91 +76 51 +rel ational +tensor dot +ise d +99 00 +99 18 +99 17 +99 98 +99 14 +99 13 +Ġ64 0 +Ġ64 8 +Ġtop ic 33 15 33 94 33 65 33 88 33 49 -Ġus age -Ġpre m -Ġpre train -Ġpre achers -Ġ32 7 -45 18 -45 42 +ĠIn verted +ĠIn sert +ption ally +ĠG e +ĠG o +ĠG roup +ĠG rad +ĠG lorot +ĠG iB 27 20 27 70 27 31 +27 485 27 746 -Ġal chem -Ġal levi -Conv LSTM -Ġtop ic +45 18 +45 42 +Ġmo vielens +ĠO thers +ĠO uterLayer +ĠO btain +Ġ128 0 +Ġ128 80 +46 8 +46 50 46 94 -46 36 46 02 46 74 -Ġor d -Ġor acle -99 00 -99 17 -99 98 -99 14 -Ġclass ify -point net -=( * -Ġ64 8 -Ġ128 0 -Ġ128 80 -ĠL ite -ĠL ATENT -ĠL OL -ĠL ABELS -end point -fer ent -ph ant +ĠE qu +ĠE valu +ĠE arly +ĠE NC +ĠE uclidean +ĠE stimation +Ġ28 5 +Ġun pack +Ġun change +Ġun expected +Ġfil elist +ĠB aseline +sh ip +sh runk 38 88 38 02 38 73 38 57 +40 9 +40 18 40 14 +40 78 40 76 40 38 40 52 40 60 -500 5 +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ġ ng le -ĠG e -ĠG o -ĠG rad -ĠG iB -ĠG eneration -ĠF eatures -ĠF ace -ĠF ashion -ĠF ilter -ĠF ullModelCheckpoint -ĠF ully -ĠF rançois -Ġ28 5 +Ġper t +Ġind uced +Ġind eed +Ġind epend +Ġind ivid +log arithmic +work ed +500 5 +ib zun 66 18 +66 85 66 79 -ise d -pa res -pa gate -48 0 -48 06 -Ġi e +84 47 +55 40 +55 37 +55 54 37 24 37 38 37 22 -59 1 -70 64 +37 11 +ĠK L +for est +for get +Ġhe althy +19 20 +load ed +load txt 70 76 70 79 70 54 -Ġ9 248 -Ġso o Generat ive -tr acking -157 4 -Ġ11 9 +34 98 +34 13 +34 08 +Ġ20 3 +Ġ20 10 +Ġmax ed +mat rices 39 50 39 35 -Ġper t -Ġch ance +Ġch e +Ġch ol +Ġch un Ġch ime -55 37 -55 54 -ĠE mbed -ĠE valu -ĠE arly -ĠE arlyStopping -ĠE NC -ĠE uclidean -ĠE stimation -Ġco p -work ed +Ġch ildren +157 4 +False Positives +False Negatives 200 1 -34 9 -34 13 -34 08 -Ġad am -Ġad vised -ib zun -Ġ15 97 -19 20 -19 26 36 15 -36 78 36 76 36 11 -36 54 -back ground -77 3 -77 12 -77 14 -77 45 -77 11 -77 91 -ĠB uilding -84 46 -84 47 -84 44 -84 29 -for est -09 96 -09 16 -09 97 -09 95 -09 11 -09 29 -Ġhe te -Ġhe althy -The se +36 82 +86 5 86 10 86 13 86 74 -86 51 86 91 -05 10 -05 28 -05 27 -05 37 -05 39 -05 77 -05 47 -05 71 +86 51 +80 9 +80 32 +80 96 +80 56 +80 26 +80 95 +80 22 +80 58 +Ġsa fe +77 1 +77 7 +77 12 +77 45 +77 11 +ance Scaling +Ġ15 97 +85 32 85 16 85 30 85 56 85 13 -85 32 85 45 85 22 85 44 +85 42 85 73 -85 782 +85 49 +ĠU til +initial ized +11 50 +11 12 +11 15 +Ġspecif ically +05 28 +05 33 +05 37 +05 39 +05 77 +05 47 +09 00 +09 96 +09 16 +09 97 +09 95 +09 11 +09 29 +Ġab straction +point net +Ġlist ed 47 56 47 94 47 99 -load txt -11 12 -11 17 +Ġour sel +29 28 +ĠTensor Shape +ĠW indow +ĠW ave +ĠW ord +ĠW asserstein +ne utral +Ġdo ctrine +Ġtext ure +Ġtext ual AT ION -Ġstr ategies -Ġun f -Ġun tar -Ġun ified -Ġun known -Ġun change -Ġun expected -07 50 +Ġvector ized +Re call +Ġ13 1584 +07 12 +07 64 07 56 07 76 07 34 +44 18 +44 32 +44 04 +44 80 65 94 -Ġ13 20 -Ġ13 1584 -23 28 -ĠIn ver 87 28 87 35 87 25 +87 24 +87 56 87 93 87 94 87 23 -zip s -Ġtext ual -Ġar xiv -([ ( -Net s -44 18 -44 32 -44 04 -52 94 -52 34 -ific ations -False Positives -False Negatives -Ġ20 3 -Ġ20 20 -Ġ20 19 +co ver +co ped +weight ed +=[ [ +patch ed +Ġk p +Ġnetwork x +row d +Ġcor a +Ġcor relation +Ġcor related +Ġdist ill +Ġdist inct +52 94 +52 34 88 22 88 37 -88 21 88 34 +88 21 88 23 88 87 -88 0170 -29 28 -ari os +Ġsub l +Ġsub s +Ġsub classes +Ġdiffer ences Ġ14 3 Ġ14 33 -su ccess -06 18 -06 15 -06 96 -06 25 -06 13 -06 38 -06 92 -06 73 -ĠO ptimizer -ĠO thers -Ġfile list -80 96 -80 26 -80 56 -80 95 -80 22 -apt cha -Ġap p -ĠRe search -Ġmax im +Se cond +unt arily +nn ing +Ġnew sw +ĠH N +ĠH e +ĠH yperparameters +Ġcomput ations 67 3 +67 32 67 28 67 96 67 25 -67 26 67 14 -67 32 +67 26 67 39 67 36 -Ġnetwork x -tt y -176 9 -Ġcont empt -Ġcont radict +no ises +ient ed +ĠV M +ĠV isualize +ĠV erbosity +Ġj accard +Ġ12 960 +Ġel ect +60 98 +60 26 +]] ])> +Ġmat uring +Ġmulti plier +Ġmulti plicative +ĠRe c +ĠRe uters +63 12 +63 96 +63 94 92 94 +92 33 92 37 92 36 +generat ing +wise Constant +Ġ18 2 +ell cubic 02 15 02 35 -02 26 +02 64 02 14 -02 33 +02 26 02 99 +02 33 02 38 02 37 -Ġ12 960 -Ġ18 2 -Ġsub l -Ġsub t -Ġsub tract -Ġsub graph -nn ing -63 12 -63 96 -63 94 -60 98 -60 26 -\"] ): -\"] )) -Ġbo ost -Ġsc i -43 50 -43 66 -43 19 -ĠH N -ĠH yperparameters -42 18 +Le ibler +ST EM +Ġprob a +zip s +176 9 +Ġinter action +Ġinter rupted +68 94 +68 37 +bias es +Ġco her +pend ulum 42 16 42 14 -ĠU til -BatchN orma -74 48 79 12 79 35 -Ġdo ctrine -73 24 -73 30 -73 32 -73 76 -gre ater -Ġj accard -Ġk p -Ġsp an -ifi ers +79 78 +Ġ30 75 +Ġmin ned 31 16 -ĠK e -ĠV isualize -ĠW ork -ĠW ord -ĠW indow -ĠW asserstein -stru cted +und er +\"] ): +\"] )) 03 40 -noise s +ract ed +01 99 +Ġcal c +Ġcal m +06 15 +06 13 +06 92 +Res olver +Ġtrans ition +Ġtrans poses +ĠIm plement +Ġman ip +Ġman ual 58 9 -our ce +73 32 +73 30 +Ġdet ector +Ġgo es +Con straint +Con trast +Con ditional +prob a +ĠCom edy +Ġprov iding +ĠLo L +43 50 +43 66 +43 19 +Ġhigh res +57 76 57 33 57 45 -57 2632 -ER ROR -Ġmat uring +Pre cision 71 98 -Ġmean t -ous ing -ĠLo L -ĠLo cal -ĠLo aded -Ġ30 75 -Ġprocess es -Ġtoken ization -82 26 +fa ith +ress ive 82 75 82 39 -Ġmin imize +ER ROR Ġ17 75 +Ġ24 1 +ĠCon sistency +91 99 +UN ITS +UN DAR +lib cudart +lib cublas +Ġread s +bo ston 81 50 81 90 81 12 -lib cudart -lib cublas -Ġel imin -Ġgo o -Ġover ride -UN ITS -UN DAR -ĠCom put -ĠCom edy -Ġcor a -Ġcor relation -Ġhigh res -83 18 +81 32 +jo ints +Ġpart ition +51 12 +sub classed +83 64 83 16 -83 26 -Res olver -Se cond -ble m -49 10 -Ġinter action -Ġinter pol -89 1 69 28 69 96 69 95 69 29 -51 12 -te e -row d -Ġnew ly -91 99 -Ġmulti plication -Con sider -Con ditional +Ġdes erial +Ġdes cript +Ġdes erialize +Ġdes criptor Ġ50 7 -Ġtrans cript -Ġrun s -Ġpart ition -ST EM -Ġread s -Ġread y -To Grid -704 9 -jo ints -Ġreal istic -Ġau x -Ġau dios -Ġinc ert -Ġatt ribute -min istic -Ġend point -Ġshow ing -be fore -ĠAd versarial -ĠIm plement -ĠNe w +Ġ50 240 +Ġ[[ ' +Ġmost ly +ĠRes cale +Ġwould n +vector ized +41 98 +Random Uniform +Random Contrast +wh l Ġsome what -gr u -GE LU +Ġrel ation +Ġrel ies +Add itiveAttention +Global Max +Global MaxPool +Global Avg +Ġtimest amp +Ġev ents +Ġcont ribute +graph s +Ġprod ucing Ġ200 3 -Ġoper ates -Ġprodu cing -iter ation -Ġ204 9 -Ġcomb ines -Ġpreprocess or -ĠCon sistency -ĠCon sider -Ġcal c -Ġcal m +ĠSt ick +su ccess +ĠTh erefore +Ġmay be +Ġexpect ation +Ġfilter ing +ish ment +BatchN orma +704 9 +En coded +Ġ... ), +Ġ... ], +Ġwrit er rough t -Random Crop -Random Cont -Random Translation -Ġtr ivial -rad igm -Ġev ent -br acket -Ġinv ersion +Ġdisc over +'] ), +Ġser ious +Ġfit ting +ĠCompute Sum +og ram +Ġtem plate +off icial +Ġtra cing +Ġtra jectory +Ġtra jector +GE LU +iter ation +Ta ke Ġutil ize +Ġutil ized Ġutil izing -Ġdisc arded -112 1 -016 3 -Ġredu ces -Ġthrough out -Ġdeep er +Ġpat riotic +Loo k +Ġerror s +Ġtype guard +IF IC +Ġchan ce +Com pared +ĠAdd itional Ġdeep ly +new s +Ġcaption ing +Ġinv ersion +cri pts +Ġloc ated +Ġposs ibility +Ġsep erate +Image Net +Multi WorkerMirroredStrategy +112 1 +Iter ator Ġwho se -250 8 -Ġpat riotic -015 2 -015 5 ĠX LA -Ġ96 4 -ish ment -017 8 -CT C -Ġcustom ize -Ġbuffer ed +Ġauth or +........ ] +mul ator +250 8 +Th at +016 3 +Ġla m +Ġla unch +Ġpreprocess or Ġ90 4 Ġ90 5 -Ġform ula -Ġcaption ing -project ors -Ġunder st -NUM ERIC -Ġ... ], +Ġdel tas +123 45 +rad igm +Up date +wa it +Ġrest ored +ĠResNet V ĠDeep Lab -Ġdis cover -ĠPro bability +Download s +ĠEx perts +ĠEx perience +015 2 +015 5 +Ġpar ent +Ġreg ion +CT C +Ġow ing +Ġcomputation ally +Ġmy model +Ġclip norm ě[ ? -ene w -Ġgen re -Ġposs ibility +Ġdis pense +ĠUn known +Ġme as +ĠPro file +Ġknow s +ci ous +Ġtr ivial convert ed -Learning Rate -180 180 -]] ]], -pend ulum -094 3 -094 6 -Ġins pir -Ġ47 24736 -Global Max -Global Avg -Ġcomp ilation +rgb a +NUM ERIC +017 8 +Ġpla in Ġdemonstr ated -CO CO -Ġwrit er -Ġevalu ating +(' / +Ġgen re Ġlib cudart Ġlib cublas +Ġconcaten ating 010 6 -ract ed -Ġexpect ation -ĠEx ample -ĠEx perience -Tensor Board -Ġ000 09 -Ġ000 07 -Ġfin dings -Ġclip norm -part s -199 1 -DE PTH -fo cal -Ġdirect or -ĠSh apes -078 4 -Ġoff ers -135 6 -117 5 +094 3 +094 4 +094 6 +CO CO +()` ). +180 180 +ĠAd agrad +ĠAd adelta +emb er +Ġra ce +Ġfre q +Ġfre quencies +Ġ47 247 +Lambda Callback ik l -Ġ~ /. -093 8 -875 7 -875 8 -multi ply -Ġ58 9824 -Ġcomputation ally -Ġaggreg ate -Ġow ing -mp nn +Ġcent uries +Ġyiel ded +Al gorithm +Ġgeneral ization +utomat ic +ey ond +over write +over lay +Ġcap ped +ĠAU TO mlp mixer -Ġreg arding +Ġsepar ated +writ er +writ ing +Ġstates m +Ġamo unts +Ġ000 11 +Ġident ically +135 6 As pect -wh ile +DE PTH +Normal ize +Ġ125 3 +Ġdot ted +ĠLoad ing +078 8 +ermin istic +rap ping +Ġequal s +150 8 +Ġtruth s 050 6 050 9 020 3 -020 85782 -814 3 -814 7 +IC UB +mp nn +mar ital +ceiv ing TF T TF BertModel -Ġ97 8 -197 2 -197 8 -Ġgr pc -Ġdec isions +Ġsign atures +ĠCal lable +ĠSh ort +814 3 +814 7 +814 8 +skip ped +loo ps +Ġfin dings +Ġstat eless +return s +199 1 +900 2 +900 4 +900 6 +fin ished +Ġ58 9824 +Ġintrod ucing +Ġfeed ing +875 7 +875 8 +Ġmix es +ResNet V +096 1 +096 5 +096 6 +720 9 +ict s +reak out +ĠCo NLL +proj ectors +ĠPo ints +cated Normal +Ġtoo k ĠEn coding -Ġupd ates +Ġrepla ces +Ġrepla cing 095 1 +095 4 095 7 -Ġtemp oral -Ġcrop ping +Dist iller Ġpy plot -096 1 -096 5 -096 6 -IC UB -IC IAL -Ġcent uries -()` ) -comp iling -Ġintrodu cing -Ġgeneral ization -097 1 -097 7 -met r -Ġsqu ared -ĠLoad ing -Ġtruth s +sel ected +rep resent +reconstr uct +Ġexec uted +ĠBatch Norm +TPU Cluster +non cudnn +center ed +Ġturn ed +()} .\") +Ġart icle +Ġsym pa 110 4 110 6 110 9 -778 6 -TPU Cluster -reak out -reconstru ct -Ġsepar ated -()} .\") +828 5 +828 6 +978 021978 +So il +Initial izing +ĠSpecif ies +ĠRandom Fourier ĠDist illation -Ġart icle -ĠUn it -ĠUn freeze +comp iling +290 5 +480 6 +710 8433 +SS L +Ġbas is +ĠGraph ConvLayer 826 2 826 3 826 6 -897 3 -SS L -pri or -pri ority -utom obile -ĠGraph ConvLayer -Ġspect ral -Ġspect rograms -026 4 -290 5 -324 7 -900 2 -900 6 -Dist iller -prob a +808 0 +808 3 +Type Error +Type Spec +Un like +Un labeled +kn ow +loc ity ĠSw AV +Ġconf usion +Ġconf ident Ġ/> \", +ĠResidual Block +Ġinvol untarily .\" -- -150 8 -710 8433 -866 9 -Ġtype guard -ism atch -Ġprob a -098 7 -098 8 -808 0 -808 3 -808 6 -Al gorithm +778 6 +chem istry +Ġdevelo ping +Ġappe ars +Ġpreser ved +gre ater mix up -writ er learn able -return s -Ġamount s -ĠSim ple -325 9 -Ġfact ors -Ġ[[ [[ -ĠCo lor -ĠCo NLL -ĠRandom ly -ĠRandom Fourier -ĠPy ramid +ĠCh an +ĠCh est +Ġsem ant +GG LE +Pl F +Ġsuff ix Ġperm eability -Ġinvol ving -Box Loss -430 5 -430 7 -898 6 -Text Vectorization -ele ment -ele phant -Ġstack ed -Ġstates m -Ġmod ified -Ġrender ing -Ġrender ed Ġrout ed -896 4 -924 3 -VAE s -VAE Trainer -relation al -Ġdevelo ping -ĠCh ange -ĠCh ollet -ĠPredict ed -028 7 055 3 055 5 055 7 +430 5 +430 7 +Box Loss +prod uct +ĠÎ ´ +Ġbar bar +Ġbar rier +Ġexpl ored +ĠâĢ Ķ +097 1 +097 7 +197 2 730 4 730 6 +744 9 +950 6 950 8 -buil t -ĠDense Net -chem istry -ĠBatch Norm -Ġmeasure ment -Ġseparate ly -298 7 -397 2602 -397 26027 -998 0 -998 7 +VAE s +VAE Trainer +ĠY our +Ġfill ing +Ġrender ing +Ġrender ed +247 7064 +Ġmaintain s +Ġiss ues +Ġassum ing +ĠProb ability +028 7 +897 0 +897 3 +Appl ying Visual izations -bar ic -Ġtre at -Ġtre ated -Ġtra jectory -Ġtra jectories -Ġturn s -Ġturn ed -Ġinde ed -Ġpropose s +896 4 +man y +Ġzoom ed +Ġstateful ness +034 1 +726 32 +708 0 +Qu ick +Time Distributed +cum sum +Ġsens ible +Ġpr inci +Ġem its +Ġem plo ĠPatch Embedding ĠPatch Extract -ĠResidual Block +Token AndPositionEmbedding 445 8 -697 2 -697 24770 -708 0 -744 9 -876 6 -Ġdes ire -Ġtrack s -ĠToken ize -Ġexplo red -ĠCTC Layer -378 4 +528 4 775 2 775 3 -997 1 -hor se -over lay -inclu ding -inclu des -Ġwhe el +746 2 +856 7 +ĠAuto encoder +ĠAuto Encoder +ĠAuto Augment +ĠMulti HeadAttention +ĠUnpack ing +Ġsymb ol +ĠToken ize +Ġspeaker s +Ġmeasure ment +ĠCTC Layer +Ch ildren +Ch estXRay +Ġcou rage +post process ĠTNP ForwardFeedRegressionNetwork -Ġdescript or -Ġdescript ors +ĠPos itive +Ġsyn c +076 9 066 3 -034 1 -328 8 -746 2 -rel ated +428 4 +428 5 +877 2 +Ġsmooth ing +stop ped quant izer +Ġaspect s ĠSplit ting -Ġsubtle ty +Ġdecision s +Ġinternal s Style GAN -Ġsym pa Ġsuffer ers -Un labeled -her ence -ym metric +038 5 +077 2 +397 2602 +397 26027 +628 1 +790 8 +725 4 +924 3 +956 2 +997 1 +By tes +CSV Logger +Run ning +bra cket +Ġsk image Ġ147 9 -Ġbar rier -Ġbar baric -ĠThere fore +Ġask ed +Ġannot ate ĠMPNN Model ĠMPNN Dataset -Ġindic ate -Token AndPositionEmbedding -Ġencoura ge +211 94157 +Ġsubtle ty ################ ######## -678 6 -790 8 -830 7 -830 9 +Ġencoura ge +API s Pixel Con Transformer Block -dig it -mar ital -Ġaffect s -Ġaffect ed -Ġdel ic -Initial izing -Ġarg uments -Ġspecif ically -Ġassum e -Ġassum ing -Ġassum es +mit t +Ġport ion +ĠGenerat ing +Ġsimpl er +Ġsimpl est +Ġsimpl ify Ġneighbor hood -Ġrank dir -326 6 -628 1 -700 2 +420 6 +686 3 776 6 -926 0 -Ch ildren -rec ationWarning -Ġsmooth ing -Ġbi ased -Ġask ed -Ġvis it -ĠAuto Augment -Ġia io -Ġcontrol led -Ġapproxim ately -076 9 -233 1 -396 8 +830 7 +830 9 +Ab out +div ide +Ġá¼ Ķ +Ġfam iliar +Ġmiss es +Ġner f +ĠSha pes +Ġpropag ation +Ġpropag ate +Ġvolum es 345 8 -427 0 446 7 -517 3 -686 3 -828 5 -828 6 -GG LE -SP LIT -dro gen -Ġsens ible -ĠTh us -Ġanal y -ĠRNN s -ĠGenerat ing -Ġsoft en -ĠLog isticEndpoint -Ġcorrupt ions -Residual Network -Ġpreserv ing -524 0 546 2 -588 2 -797 8 -bi ases -Ġtw ice +678 6 +697 2 +697 2477064 +655 2 Ġtw ilight -post process -Ġremo ving -Ġresearch ers -Ġdeb ug -Ġshift s +Ġaffect s +Ġvary ing +Ġpotent ial +Ġalign ed Ġalign ment -Ġchan ging -Ġinterpre ted -Ġsupport ed +Residual Network +Ġcontem porary +Ġoccur r +Repeat s Ġrespons ibility +033 6 +233 1 +700 2 +SP LIT +dro gen +deg C +sk y +Ġmer ged +Ġmer ging +arm Hash +Ġconcer ning +Ġsubsequent ly ĠConditional GAN -655 2 -717 2 -IF ICIAL +588 2 +880 170 +Cre ator +Col lect Mo vies -So il -Ġindu ced -Ġner f +sw ish +Ġsit uations +Ġspect ral +Ġfra ud Ġbus iness -Ġsex ual -Ġvary ing +aggreg ated +Ġ517 60 ĠST L -ĠâĢ Ķ -Ġscen arios -Ġrot ate +Ġmodif ies ĠStanford Extra -Ġmaintain ing -Ġsuggest ed -Ġperiod ically -293 1 -428 5 +Ġinsp ir +340 6 +425 1 +425 4 670 9 -793 6 -804 4 +607 1 885 8 -=> ................ +Sum mary +ear th +Ġimag ing +Ġri ch +===> ........ +Ġtell s Ġast rology +Ġsex ual Ġ146 84 Ġfix res -Ġmiss ing -Ġmiss es Ġdr ugs -Ġsimpl er -Ġsimpl ify -aggreg ated +Ġmis leading +Ġey es +Ġgather ed +ĠMin imum Ġconsci ously -Ġspeak s -Ġspeak ers -Ġmaj or -ĠInteger Lookup +Ġminim ized +Ġdiscuss ion +ĠPredict ed +Ġhost ile +Ġanaly ze +Ġreproduc ible +067 3 0180 180180 -607 1 -bott om -sess ion -Ġfra ud -Ġsitu ations -Ġinit ially -Ġrepl aces -Ġrepl acing -ĠTak ing -Ġliter ature +804 4 +Ġdat at +Ġbi ased +Ġcompreh ensive +ĠFran çois +ĠGener ation Ġchallen ging -ĠOb ject -ĠOb tain Ġdistort ion ĠVector ize TRAN SFO -Ġdecre ase +Ġsynchron ously CN Callback +Glorot Normal +Glorot Uniform KEY POINTS Over ride -bil inear -glo ve -Ġri ch -Ġser ious -Ġhost ile +`` ` +som ething +á¿ ¶Î½ +Ġve locity Ġvir al -Ġextr actor -duplic ate -duplic ated +Ġflat teries +Ġcop ies +Ġbig rams +Ġgr pc +Ġasynchron ous +Ġasynchron ously +consum ing +Ġconcat ted +ĠRel ative +Ġsugg ested +ĠPy ramid +Ġsacr ifice Ġinflu ence -978021 978021 ivariate Normal -833 6 -Mobile NetV -Ro ad -div ide -ef s -Ġign ored -deg C -Ġsegment s +met r +sm uch +ene w +Ġthrow n +Ġmid day +Ġmark ed abus j -Ġlink s -conc rete -ĠSqu adExample -Ġaltern ative +ĠDi ctionary +Ġdecor ator +ĠKing ma Ġheav ily +Ġcorru ptions +Ġclon ed +ĠComput er +ĠConfig uration +Ġexpress ions +Ġhandwrit ten %|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -Ġprefetch ing incomplete XTN -By tes +Auto Encoder Mel GAN +Perm ute +Ro ad SY STEM cu sparse -som ething +glo ve +miss ion tor onto -select ed -Ġfair ly -Ġcru cial -Ġplat forms -Ġmidd ay -anomal ies -Ġdu plic -Ġdocument ation +Ġ988 16 +Ġspeak s Ġbud get -Ġreshap ed -ĠCall back -Ġsuit able -Ġprev ents +anomal ies +Ġgrat ification +Ġexagger ations +Ġconc epts ĠFin ish ĠFEATUR E -Ġperfect ing +Ġbyte code +Ġperf ecting +ĠKe ep ĠHum idity ĠHugging Face +Ġfav or +Ġfair ly +Ġfacilit ate Stanford Extra -Ġcombin ations -Ġhypo the +Ġdiag onal +Ġguaran tee ĠNeuralDecision Tree -Ġhandwrit ten -Ġgrat ification Ġsympath y Ġmetaphys ic -Ġexagger ations BO UNDAR -Col lect Capt ure +Grid Image KA GGLE RM ER -Rem ain +Similar ly +Vari anceScaling +gener ation +hal f has ibzun -mom ents -rthogonal Regularizer -sm uch -sw ish -inci ple -Ġflat teries -Ġmast ers -Ġnatur ally -Ġbil inear -Ġbuck et -Ġreplic as -Ġremark s +ham ming +Ġsnip pet +Ġmem or +Ġphot o +Ġremar ks ĠTO DO -Ġgree ks labor ative -colo urs ĠSal ut -ĠSaved Model Ġpropos ity +Ġprofil ing ĠDATA SET -ĠLay ers +Ġstruct ures +backup andrestore +Ġmast ers +ĠOxford Pets +Ġunne cessary +ĠBuil ding Ġperceptr on -Ġadmit te +Ġia io 1927 7108433 -Ġunne cessary -Ġpotent ial -ĠOxford Pets -Ġcontemp orary -ellig ence +colo urs +Ġadmit te Entropy Loss -Ġexplan ation -Exponential Decay -ĠExpert s +Ġextrem e +Alpha Dropout +02085 782 ĠMovie Lens -ĠRepl acing -Ġinvolunt arily -Ġconcer ning +ĠRepla cing Classification Loss -Ġsacrific e -Chest XRay +recation Warning +Are a Dd GI -DLog ger Fant asy Language Model Mult ivariateNormal MUL T -NON E -PZ Pl +Open AI +PZ PlF Pd Vx Scor ing +Trun catedNormal VLb Qi +Writ ing +accu mulator cus olver -cums um -dial ogs +dynam ic +mis leading mig ration -offic ial suff ix +sTo GridImage visual ization +Ġill ust Ġener gy -Ġill u +Ġensemb ling Ļ¥ï ¸ı +eleph ant Ġcere m Ġcyc led -Ġcriter ia -isod ic +Ġdiscrimin ating +Ġmitch ellcubic +Ġinformat ive +Ġboo st anne aled -Ġdisp ense +Ġtoler ance Ġnour ishment -Ġseper ate +havi or Ġrecal ib -Ġ################# ######################## -Ġgue ss -Ġdelt as +Ġgree ks Ġstup idities +Ġstair case +Ġ################# ######################## +Ġexponent ially ĠATO M -extern al -Ġshuff led -ayakpa ul -mobil enet +Ġorac le +ĠScal able +Ġproxim ity Ġalchem y ĠLOL Dataset +akpa ul Ġunchange able -ToGrid Image -RandomCont rast -LearningRate Schedule +wiseConstant Decay +Ġdescript ors GlobalAvg Pool +Ġtrajector ies +IFIC IAL +Ġ47247 36 ICUB IC TPUCluster Resolver +978021978 021978 ĠRandomFourier Features +Ġbarbar ic +Ġprinci ple 39726027 3972602 -69724770 642202 +6972477064 2202 0180180180 1802 TRANSFO RMER -978021978021 978 incompleteXTN ZJN BOUNDAR IES hasibzun air 19277108433 735 DdGI J -PZPl F PdVx VLbQi ! \". +" ): % ) +% : % ') +' ]) ( _ ( \", +( '. ) [: -- { +, ", - \", +. ' +. { . \". -/ \") / ), +/ \") 0 70 +0 59 0 36 0 125 0 118 -0 128 0 256 +0 291 0 120 +0 320 +0 988 0 368 -0 136 0 188 -0 999 +0 136 0 127 +0 989 0 353 0 369 -0 359 +0 191 0 327 -0 291 +0 359 +1 15 1 128 -1 985 1 955 -1 158 1 167 -1 153 +1 169 +1 158 +1 326 +1 980 1 165 1 149 -1 132 1 155 1 163 -2 25 2 27 2 352 2 36 -2 158 +2 176 +2 641 +2 784 2 999 -2 765 -2 992 +2 158 +2 980 2 161 -2 207 +2 765 2 945 -2 162 2 327 +2 931 +2 162 2 392 -3 40 +2 3456 +3 18 3 157 -3 256 3 782 -3 206 3 120 -3 152 +3 979 +3 160 +3 988 3 941 3 906 -3 979 3 402 +3 147 +3 945 3 140 3 149 +3 940 3 124 3 353 -3 147 -3 940 -3 945 +3 163 +3 964 3 181 +3 959 +3 172 +4 18 +4 90 4 16 -4 180 4 001 +4 180 +4 382 +4 986 +4 138 +4 320 4 985 -4 158 4 167 -4 944 +4 158 +4 168 4 402 -4 280 +4 184 +4 126 +4 982 4 140 -4 138 4 344 4 951 -4 403 -5 90 +4 260 +4 273 +4 265 +4 367 5 32 -5 33 +5 35 5 22 -5 36 5 189 5 128 +5 469 +5 641 5 152 +5 936 +5 184 +5 902 5 140 5 405 -5 184 -5 949 5 369 -5 201 +5 949 5 154 -6 27 -6 09 -6 05 +5 305 +5 931 +5 939 +5 934 +5 273 +6 98 6 782 -6 907 6 123 +6 907 6 258 -6 206 +6 325 6 175 +6 988 6 158 6 941 -6 333 6 944 +6 333 +6 982 6 144 6 131 6 124 -6 779 -6 949 -6 329 -6 201 6 163 -7 25 +6 329 +6 949 +6 779 +6 092 +7 34 7 200 +7 36 +7 176 7 128 7 469 -7 907 7 641 +7 784 +7 907 +7 138 7 186 7 120 7 192 7 166 +7 368 +7 169 7 960 7 005 -7 169 -7 131 -7 405 -7 184 +7 240 +7 168 7 147 -7 138 7 133 +7 945 +7 131 +7 405 7 953 7 154 -7 204 +7 360 7 162 -7 168 +7 174 8 19 8 000 8 128 8 782 8 123 +8 784 8 937 8 192 -8 955 -8 992 -8 111 +8 974 8 169 +8 987 +8 906 +8 111 +8 992 8 104 +8 155 +8 981 8 358 8 191 -8 777 -8 155 8 357 8 322 -8 406 -9 14 -9 93 9 22 +9 000 9 187 9 186 -9 192 9 152 +9 192 9 160 +9 102 +9 987 9 153 +9 147 9 165 9 140 9 131 -9 105 9 124 9 353 -9 164 -9 147 -9 940 9 145 +9 964 +9 983 9 951 -9 251 +9 953 +9 322 +9 273 : \" -: \") -: ]. -: ])) > \" +? . A ction -A cc +A ctivityRegularization +B U B v -B et +B ut B ig B ow -B uil -B idirection B ERT -B ecause B rightness -B SR B ICUBIC C Y -C le C ode +C ore C CT +C uDNN +C lear C rime C ricketShot +D A D et -D raw +D uring D og D ilated +D ensely E d E r +E qual E NCO F C -F o F in F la F ire +F reeze +F urther F LECT F ailed -G C G N -G ated +G l +G o G od G ER -G CS +G oogle H P -H S +H int H orse -H elper +I O +I nd +I off J Y -J as -J ust +J asen K ey -K LD L ine L atent +M P M V -M a -M y +M an M ap -M ot M ind M emory M essage M PNN +M aps +M PER M IRNet -N G +N ode +N ested N VP -O B +N aN +O M O S -O V +O ptim +O utputs P rop P neumonia Q N R C -R est -R NN -R edu +R eturn +R ules R DKit -S ol -S cale +R ema +S l +S u +S cal S AN -S CA +S ource S core +S CA +S avedModel S iamese -S pan +S chem +S aves +S elect +S erialize +S DS S ampler +S olved S tochastic -S AMPLING +S election S emi S QuAD -S ometimes -S ource -T ake +T em T ry -T emperature -T hor -T EM +T akes T IME -U s +T urns +U ps +U tility V e -V ER -V GG +V ert V ox -V ertical -W here -W IDTH +V ER +V ID X iv Y D +Y our Z h -] ', ] ([ -] \"], -] }: _ % ` ; -b c +a ware +a irplane +a utomobile b u b x +b in +b an b ir b oth b row b order -b ins -b icubic +b mp +b ird +b ank b atc -b road -c ar -c lf +b asic +b roadcast c el -c ific -c rib +c ad c ites -c limate -d c d t -d ens -d ates -e en -e lect -e bra -e fficiency +d y +d ition +d raw +d ependent +e valu +e ither +f s f ar -f ill +f ic f ric -f ace -f ault -f ixed f uture -f iction -f ashion -f requencies +f ollow +f rog g ent g ap +g ated +g ender g uns h um +h om h op i i -i lf -i est i ber i ance -i ded -i kip i wer i ans j er -j or j accard j ena k r +k el k its k ind -l ar -l ated -l ient -l ined -m ac -m ic +l m +l le +l ations +l ished +m e +m i +m es m ol m ide m sed -m ld +m ethod m kdir -m ismatch +m otor +n or n ier -n ative n msed o or -o Capture -p j p m p res -p ace -p ically +p ub +p ress p ets -p urpose r x -r at -r ates r ong r rg +r ho r mse -s ic -s av -s yn +s oc s ale -t ure +s erving +s cripts +t if t we -t ance +t age t ick -u k +t uples u v -u per +u z +u ra +u ge +v ide +v anced v ron -w el w ad -w ay w ave -w ho -w arnings w rn +w arnings +w heel +x is y lim -z ed -z ier -{ } { \\ { }\". | - | âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ| -} } -} ): +} ", ~ \"),  ¿ à ³ Ã Ĺ +Î ´ +Ï Ĥ +Ï ħ +Ï į â Ī Ġ \ -Ġ Î -Ġ radi +Ġ elf +Ġ >>> +Ġ lamb Ġ \\ -Ġ ssl -Ġ ensemb -Ġ ensemble +Ġ á½ +Ġ ÏĢ +IJ λ __ ) in an +in able in ance -in ception -in vert -at ly -at ory -at ari +in stanti +in ner +in fra Ġt d +Ġt s Ġt net +Ġt ermin +Ġt reating Ġt restbps +at ory +at ari +at urally +er ing +er Net +er ino al d al ing -al one +al ong +al gorithm al mar -er ino -on y on om -lo ver -lo Ve -Ġ0 2 -ac i -ac lass -en de -en ced -en omen -or ation +on ality +or p or et -or ker -or cycle -ss im -ss es -re at -se g -se par -st e -st y -st on -st ro -st ore -he ther +or ward +or row +or iented +en um +Ġa f Ġa ro +Ġa ms Ġa ir -Ġa rises -\" } +lo s +lo Ve +es is +es pecially +Ġth er +Ġth om +Ġs v +Ġs ch +Ġs ul +Ġs un +Ġs par +Ġs end +Ġs lot +Ġs ix +Ġs ized +Ġs sl +Ġs ite +Ġs queeze +Ġs ources +Ġs orts +Ġs amplers +ra ps +Ġ0 2 +ss es +ss im Ġthe ory -Ġ1 75 -Ġ1 79 -ch an +ch e +ch es +ch re ch ristian -de w -de la -de ter -de cision -de partment -ing u -po b -po und -po oled -po lynomial -po ssible -le e -le ast +re cogn ut y +ut ter ut ual -ur ations -ur ces -ar re -00 2 -00 50 -00 97 -00 93 -00 94 -00 75 -00 66 -00 84 -00 09 -00 65 -00 29 -00 68 -00 41 -00 49 -00 61 +ing u +st e +st ore +la nd +la nguage +la nczos +Ġv ice +se g +it ting +it ively +im ated +Ġ1 98 +Ġ1 75 +Ġ1 79 +Ġo dd +Ġo mniglot +\" } +Ġf i Ġf ly -Ġf oc -Ġf net +Ġf ault Ġf bs +Ġf net Ġf names Ġf ade Ġf obj -Ġs il -Ġs un -Ġs ake -Ġs ix -Ġs ized -Ġs lower -Ġs wing -Ġs amplers -Ġo mniglot -Ġc e +Ġf als Ġc la -Ġc as Ġc ct +Ġc as Ġc atch -Ġc ast -Ġc au +Ġc lock +Ġc ry Ġc iting -Ġc ritical +Ġc ats Ġc itation -la de -la nguage -Ġp u -Ġp x -Ġp an -Ġp as -Ġp un -Ġp us -Ġp ie -Ġp run -Ġp lan +Ġc aches +Ġd x +Ġd y +Ġd in +Ġd ar +Ġd ate +Ġd il +Ġd ram +Ġd ept +Ġd ays +Ġd uplicate +le e +le ast +od ing +Ġm d Ġm al +Ġm ent Ġm pl -Ġm ill -Ġm ass -Ġm ont -Ġm itig +Ġm irror Ġm abusj -ge o -ro b -ro ph -Ġ2 94 -Ġ2 500 -Ġ2 59 -Ġ2 09 -Ġ2 53 -Ġ2 43 -Ġ2 41 -Ġ2 955 -is k -is ation -is ms -is ot -ic ed -ic ode -ic ity -Ġw o +po und +po oled +po lynomial +Ġin co +Ġin cent +Ġin place +ar ound Ġw v -Ġw is Ġw ent Ġw atch Ġw ast Ġw aves Ġw atching -Ġw idgets Ġw rong ed i -ed iv -Ġin co -Ġin str -Ġin place +ed Sl +is ation +is ms +is ot +Ġp i +Ġp x +Ġp an +Ġp as +Ġp ul +Ġp un +Ġp ri +Ġp ub +Ġp hen +Ġp run +Ġp ull +cc l +cc ccc +Ġb re +Ġb rain +Ġb all +Ġb rows +Ġb lu +Ġb ird +Ġb inar +Ġb esides +Ġb ooks an ization an gular -ent er -Ġd x -Ġd in -Ġd ays -Ġd pi -Ġd iss -Ġ( ' +an gle +00 93 +00 97 +00 94 +00 75 +00 66 +00 84 +00 09 +00 29 +00 65 +00 68 +00 61 +00 49 +00 41 +et o +et ic +ro b +ro ph +Ġto wer Ġ( \" +Ġ2 500 +Ġ2 59 +Ġ2 53 +Ġ2 43 +Ġ2 955 +Ġ2 326 +Ġof fer Ġn ms -Ġn et -Ġn one Ġn rows -Ġn ested -Ġb rain -Ġb all -Ġb inar -Ġb ird -Ġto ok -Ġto wer -nd array -Ġse quent -Ġse ven -am bda -Ġe lf -Ġe ff -Ġe ase +Ġn esterov +Ġn ccl +ep age +ep rint +Ġ[ ======== +ic ing +ic it +ic ode +am less +ate On +ur i +um ar +um ents +il f +il low +il led +Ġ3 10 Ġ3 50 Ġ3 17 Ġ3 56 Ġ3 97 -Ġ3 32 Ġ3 0000 Ġ3 75 -Ġ3 45 Ġ3 99 +Ġ3 45 Ġ3 40 Ġ3 37 -Ġ3 59 Ġ3 19 -Ġ3 09 -Ġ3 47 +Ġ3 59 Ġ3 80 +Ġ3 11 +Ġ3 47 Ġ3 000 -Ġ3 31 -Ġ3 03 Ġ3 58 Ġ3 91 -ap ed -ap pe -as array +id ers +om Featurizer +Ġ[================ ==== Ġre w -Ġre ct +Ġre train Ġre ve -Ġre ver -Ġre min -Ġre cogn -Ġre implement -Ġre semb -um e -um ar -image io -il low -il led -el u -ct ive -et o -et itions -ce eded -om Featurizer +Ġre port +Ġre cre +Ġre vers +Ġre loading +Ġre instanti +Ġfor get ad er ad ratic +ĠT P +ĠT an +ĠT ow +ĠT ask +ĠT op +ĠT ranspose +ĠT ennisSwing +ĠT IME +iv ation +ol s +ol ding +ol kits +pl es +pl ation +pl ish +Ġg ra +Ġg it +Ġg ap +Ġg ray +Ġg conv +Ġg ating +Ġg down +Ġg lorot +Ġg irl +ul ates +res izing +() }\") +Ġst a +Ġst agn +ction less +ction aries +ot ion +ot ate +if i +if ical +if ications +if ferent +ef ig +Ġdata base Ġ6 10 Ġ6 75 Ġ6 34 Ġ6 36 +Ġ6 05 Ġ6 67 Ġ6 79 -Ġ6 5664 -id ers -id ence -Ġth er -Ġth om -Ġth reshol -iv ed -iv ated -iv ergence +Ġ6 58 +Ġ6 81 +Ġ6 69 +Ġ6 5664 ple ted +ck ey +un ter +un sup +un truncated +un icode +Ġ4 18 +Ġ4 76 +Ġ4 70 +Ġ4 11 +Ġ4 23 +Ġ4 87 +Ġ4 68 +Ġ4 57 +Ġ4 81 +image io +ex pl +ex clusive +ab c +ab sl set Le -set tings -ĠT P -ĠT r -ĠT an -ĠT ow -ĠT urn -ĠT ask -ĠT ype -ĠT op -ĠT ry -ĠT ranspose -ĠT emp -ĠT ennisSwing -ĠT IME -ot ate +set ting +Ġy o 10 90 -10 15 -10 35 10 20 10 96 +10 35 10 17 10 64 -10 76 10 22 -10 48 -10 34 10 19 +10 34 10 86 -10 53 +10 88 +10 48 10 63 10 79 -10 72 10 41 +Ġbe am +th en +th eless 50 3 -50 4 50 10 50 90 -50 98 50 32 +50 98 50 27 50 46 50 66 50 34 +50 73 50 61 -Ġ\" :\", -Ġ\" ]] -Ġ\" \"). -Ġ4 18 -Ġ4 76 -Ġ4 38 -Ġ4 59 -Ġ4 70 -Ġ4 11 -Ġ4 23 -Ġ4 87 -Ġ4 68 -Ġ4 57 -Ġ4 81 -() }\") -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠ -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠ +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĊ -ul y -ul ing -Ġh o -Ġh at -Ġh on -Ġh one -Ġh ol -Ġh int +to g +to olkits Ġh all -Ġh ab Ġh un -Ġh av +Ġh int +Ġh df Ġh ither -Ġh uge -Ġg lo -Ġg ra -Ġg it -Ġg ap -Ġg if -Ġg conv -Ġg reate -Ġg ating -Ġg down -Ġg irl -par is -18 00 -18 95 -18 46 -18 77 -18 11 -18 03 -ol ve -ol kits -Ġde er -Ġde ad -Ġde lu -Ġde partment -Ġde mand -Ġde stro -\") [- -Ġ5 28 +Ġ\" ]] +Ġ\" :\", +Ġ\" \"). +Ġ\" {} +Ġwe b +Ġ5 50 Ġ5 32 +Ġ5 28 +Ġ5 78 +Ġ5 76 Ġ5 38 -Ġ5 39 Ġ5 84 +Ġ5 39 Ġ5 29 Ġ5 43 Ġ5 83 -90 26 -90 78 +ĠI V +ĠI OB +par is +Ġex tr +Ġex ten +Ġex ang +Ġex poses +18 00 +18 17 +18 95 +18 46 +18 11 +18 03 +Ġx label +Ġl u +Ġl sh +Ġl unch +Ġl imits +)) )) +)) ([ +ran kdir 90 32 +90 93 90 75 90 76 90 66 90 59 90 88 90 60 -90 41 90 89 -Ġst a -Ġst it -Ġst abil -Ġst ft -Ġst ores -Ġst air -Ġst orage -if ical -if ferent -ist ent -ect s -12 26 -12 56 +90 41 +per forms 12 32 12 64 +12 56 +12 26 12 75 12 33 12 22 12 37 -12 70 12 19 -12 47 -12 11 12 60 +12 02 12 68 -igh b -ab sl -to olkits -un ded -un ctions -un sup -un icode -th en -th reshol +12 91 +ĠC C +ĠC ode +ĠC ours +ĠC OV +ĠC ategory +ĠC urve +ĠC haract +ĠC ricketShot +Ġout performs +con texts +ou pling +ou vron +Ġwh itening +ow ing +ect s +ax s +ĠA T +ĠA re +ĠA cc +ĠA udio +ĠA bsolute +ĠA SC +ĠA ppen +ĠA pr +ĠA utomatic +ĠA xis +Ġon to +Ġor thog +Ġor ders 15 00 15 12 15 32 -15 55 +15 16 +15 46 15 86 +15 11 15 44 -Ġx label -ran k -mb d -ow ing -Ġv ict -Ġex ang -Ġex ceeds -per forms -per mutation -Ġl r -Ġl sh -Ġl ives -Ġl unch -Ġl stm -28 5 -28 8 -28 14 -28 94 -28 66 -28 48 -28 39 -28 77 -28 44 -28 73 -ĠC C -ĠC ode -ĠC ol -ĠC orpus -ĠC urve -ĠC ricketShot -ĠC ours -35 20 -35 96 -35 17 -35 98 -35 56 -35 95 -35 46 -35 62 -35 48 -35 19 -35 47 -35 52 -35 54 -35 71 +pre vious +32 17 +32 14 +32 97 +32 13 +32 76 +32 23 +32 44 +32 52 +32 68 +32 49 +ĠS u +ĠS er +ĠS he +ĠS core +ĠS peech +ĠS eparable +ĠS urve +ĠS WA +ĠS emi +ĠS QuAD +ĠS ky +ĠS aturation +ĠS ipHash +ĠS TFT +ile ged +ort e +ort unately +\") [- +Ġtensor board +Ġcon sequences +Ġcon stit +pro xim +pro xy +pro vided +lar ing +tf lite +arg ument +Ġpre qu +Ġpre pend +Ġpre ferred +Ġan cient +ir t +ir y +ir ical +ir ty +ir tight +Ġse gment +Ġse ven +Ġse amless +Ġim per +Ġim ply +Ġ7 64 +Ġ7 93 +Ġ7 45 +Ġ7 40 +Ġ7 09 +Ġ7 65 +Ġ7 48 +Ġ7 31 +Ġ7 49 +Ġ7 41 +Ġ7 4400 +28 5 +28 94 +28 66 +28 39 +28 77 +28 44 +28 73 +py dot +20 7 20 10 20 15 -20 26 20 30 +20 26 +20 70 20 59 20 36 20 11 20 44 -ck ey -][ [ -][ :, -96 90 -96 28 -96 35 +Ġat tra 96 20 -96 25 -96 97 -96 14 -96 93 +96 35 96 64 +96 78 +96 93 +96 97 96 76 +96 99 +96 38 96 66 96 70 96 21 -96 86 +96 36 96 85 96 11 +96 23 96 07 +96 52 96 42 -96 58 96 01 +96 58 +96 43 +96 71 96 875 -con texts -con fusion -25 7 +port ing +Ġpa y +Ġpa ra +Ġpa radigm +Ġen counter +35 20 +35 96 +35 17 +35 56 +35 95 +35 46 +35 19 +35 47 +35 52 +35 48 +35 54 +35 57 +35 71 +][ [ +][ :, +25 2 25 00 25 90 -25 26 25 14 25 78 +25 26 25 99 25 38 -25 52 +25 84 25 80 -25 92 +25 52 25 60 -17 7 +25 92 +25 51 +100 1 +100 2 +100 4 +100 6 +100 7 +100 8 +num bers +Ġ8 28 +Ġ8 20 +Ġ8 98 +Ġ8 56 +Ġ8 75 +Ġ8 07 +Ġ8 005 +Ġ8 1920 +Ġlo se +Ġlo ves 17 00 17 90 17 17 17 24 17 56 +17 04 +17 76 17 99 17 22 -17 06 17 03 +17 06 17 83 -Ġ7 00 -Ġ7 64 -Ġ7 45 -Ġ7 40 -Ġ7 48 -Ġ7 65 -Ġ7 31 -Ġ7 41 -Ġ7 49 -pro xim -pro xy +98 00 98 18 -98 90 +98 28 98 17 98 98 98 13 98 94 98 99 -98 22 -98 70 -98 11 -98 88 +98 27 +98 38 +98 39 +98 36 98 60 98 74 98 03 -98 49 +98 83 98 69 -Ġ8 20 -Ġ8 98 -Ġ8 04 -Ġ8 86 -Ġ8 07 -Ġ8 71 -Ġ8 005 -Ġ8 1920 -ak ly -100 1 -100 2 -100 4 -100 7 -100 8 -Ġret ain -Ġim per -Ġim ply -Ġim mediate -Ġ) [ -In valid -In structions -In stantiate -ĠA I -ĠA T -ĠA U -ĠA re -ĠA tt -ĠA bsolute -ax s -Ġbe am -ĠS E -ĠS core -ĠS topping -ĠS urve -ĠS WA -ĠS emi -ĠS QuAD -ĠS TFT -num bers -Ġy o -Ġy iel -ir y -ir ical -ir ty -ir tight -ri or -ri des -Ġpro t +98 49 +ĠR E +ĠR egular +ĠR ather +ĠR MS +ĠR ange +Ġsu cc Ġpro ve -Ġpro fil -Ġpro gram +Ġpro ud Ġpro position -Ġon to -Ġen cap -Ġdata base -ict s -res izing -(\" | -(\" ... -Ġsh a -Ġsh o -Ġsh ad -Ġsh util -Ġcon stan -Ġcon sequences -Ġcon fident -Ġcon structed +Ġpro tot +Ġ' / +... ', +Ġdef icit +In str +In verse +eg ressive +Ġ) [ +64 6 +64 10 +64 50 +64 96 +64 24 +64 08 +64 84 +64 85 +64 05 +64 92 +64 73 +64 71 +64 82 +64 61 +64 69 +arn er +flow er +ĠD r +ĠD ual +ĠD ensenet +ĠD irectory +ĠD QN +ĠD almar +Ġres izes +Ġres emb +Ġr x +Ġr id +Ġr ho +Ġr mse +Ġr isk +Ġus able +16 28 16 26 16 62 +16 86 16 65 16 52 16 67 +16 79 16 58 -16 41 16 51 16 900 -26 0 -26 7 -26 8 -26 35 -26 24 -26 97 -26 66 -26 37 -26 59 -26 05 -26 23 -26 44 -26 73 -26 81 -26 41 -Ġan cient -24 7 +ĠN LP +ĠN OT +ĠN esterov +ĠN VID +Ġ" ./ +ĠM on +ĠM ust +ĠM etrics +ĠM SE +ĠM aking +ĠM abus +ĠM erino +24 2 +24 80 24 85 +24 65 24 87 -24 80 24 91 -30 50 +Ġcom posed +Ġcom paring +ge o +(\" | +(\" ... +ust ness +ĠF inal +ĠF use +ĠF uture +ĠF usion +ĠF actor +ĠF unctions +ud gment +Ġ10 17 +Ġ10 94 +Ġ10 40 +Ġ10 52 +Ġ10 625 +14 27 +14 85 +14 43 30 12 30 15 30 64 +30 14 +30 78 30 99 -30 48 +30 38 30 23 +30 48 30 71 30 61 +78 3 +78 9 +78 28 +78 96 +78 24 +78 97 +78 08 +78 76 +78 99 +78 46 +78 38 +78 19 +78 86 +78 44 +78 48 +78 63 +78 79 +78 54 +78 57 +78 69 +Ġconv erge +Ġconv erts +]) ( +class method +ĠP en +ĠP our +ĠP rop +ĠP hot +ĠP RO +ĠP etImages +ĠP illow +and dogs 56 8 56 00 +56 25 56 56 -56 78 56 75 -56 59 56 34 +56 59 56 36 -56 11 56 52 56 53 56 67 +56 31 56 71 -56 41 -97 5 +Ġar Xiv +up And +26 8 +26 35 +26 24 +26 97 +26 66 +26 37 +26 59 +26 05 +26 73 +26 81 +93 64 +93 30 +93 93 +93 99 +93 38 +93 37 +93 19 +93 70 +93 72 +93 61 +93 83 +Ġsh util 97 18 +97 25 +97 64 97 26 97 97 -97 64 -97 04 97 76 -97 33 +97 99 97 46 97 37 97 19 97 77 -97 09 -97 29 +97 03 97 73 -97 41 97 69 -ou vron -14 27 -14 85 -14 43 -93 20 -93 30 -93 93 -93 64 -93 99 -93 38 -93 22 -93 37 -93 70 -93 19 -93 44 -93 72 -93 61 -ĠR MS -... ', +97 41 +ĠL i +ĠL u +ĠL ast +ĠL ook +ĠL arge 13 97 13 33 13 40 +13 19 13 36 13 85 -Ġout performs +13 44 +Ġnot ed +Ġnot iced +Dense Layer +Dense Variational +com ing +com pat +com ponents +com pact 300 3 -Ġat tract -arn er -ne ck -ne ws -Ġle g -mo d -Ġ10 17 -Ġ10 94 -Ġ10 40 -Ġ10 52 -Ġ10 625 -78 28 -78 96 -78 24 -78 97 -78 76 -78 08 -78 46 -78 99 -78 38 -78 19 -78 84 -78 86 -78 63 -78 79 -78 73 -78 54 -78 57 -78 69 -32 17 -32 97 -32 14 -32 13 -32 76 -py dot 94 15 94 24 +94 97 94 08 94 22 94 59 -94 86 -94 47 94 79 -di rection -64 6 -64 9 -64 10 -64 50 -64 24 -64 08 -64 84 -64 05 -64 85 -64 92 -64 73 -64 71 -64 82 -64 69 -04 9 -04 26 +94 58 +94 71 04 24 +04 26 04 93 04 04 -04 76 04 08 -04 33 +04 76 04 99 +04 33 +04 84 04 80 -04 67 04 42 04 31 04 03 -04 71 04 82 04 61 04 69 +0000 000 +ak ly +cl f +cl imate +Model Net +Ġ32 00 +Ġ32 15 +95 7 +95 90 +95 17 +95 14 +95 97 +95 55 +95 19 +95 34 +95 29 +95 87 +95 31 +95 58 +95 43 +95 41 75 7 +75 32 75 35 75 17 75 56 -75 32 75 76 -75 99 75 70 75 21 75 23 @@ -13277,232 +15205,227 @@ di rection 75 54 75 72 75 71 -ĠM on -ĠM etric -ĠM erge -ĠM abus -ĠM erino -ĠN LP -ĠN OT -ĠP our -ĠP RO -ĠP etImages -ĠP hoto -ĠP illow -95 90 -95 17 -95 14 -95 76 -95 33 -95 37 -95 55 -95 87 -95 43 -95 41 -and dogs -tf lite -Ġcom paring -Ġcom pressed -Ġcom pares -Ġne cess -ver y -def ined -Ġpa radigm +75 83 +Conv Mixer +pa y +pa rameters +oc ular +oc iate Ġ16 3 Ġ16 5 Ġ16 53 -ĠI N -ĠI V -ĠI gn -ĠI OB -76 18 -76 90 -76 24 -76 59 -76 88 -76 06 -76 80 -76 31 -76 61 -76 89 -]) ( -ĠD i -ĠD r -ĠD ual -ĠD NN -ĠD ocs -ĠD QN -ĠD almar -Ġr x -Ġr ule -Ġr mse +Ġde er +Ġde ad +Ġde mand +([ * +art works 08 0 +08 9 08 18 08 15 08 28 08 20 +08 93 08 94 08 33 +08 46 08 40 -08 48 08 37 +08 19 08 70 08 39 -08 19 08 36 08 86 -08 23 +08 09 08 44 08 67 +08 48 08 92 -08 63 +08 02 08 42 -08 73 08 54 08 58 -08 69 +08 73 08 91 -Ġres erv -33 13 +08 69 +76 2 +76 50 +76 18 +76 90 +76 15 +76 17 +76 16 +76 24 +76 80 +76 88 +76 68 +76 31 +76 06 +76 61 +76 89 +rel y +rel ationsh +ber g +ber kel +99 10 +99 50 +99 15 +99 28 +99 24 +99 30 +99 97 +99 22 +99 29 +99 999 +Ġha p +Ġ64 000 +dd dd 33 78 +33 13 33 77 33 42 -33 83 -Ġpre qu -Ġpre vided -Ġpre tty -Ġlo se -Ġlo ves -Ġ32 00 +ĠIn ference +ĠIn stit +ĠG iven +ĠG ather +ĠG ithub +ĠG loVe +Ġint ensity +27 79 45 90 45 20 +45 64 45 30 +45 78 45 97 45 13 -45 78 45 38 +45 84 45 39 45 36 -45 84 +45 80 45 87 -45 44 45 88 -45 80 -45 73 45 72 -27 18 -27 79 -Conv olutional -Conv Mixer -com ing -com pat -com ponents -com patible -46 8 +45 73 +Ġma ss +ĠO R +ĠO ord +46 7 46 28 -46 55 46 84 +46 55 46 05 46 23 46 52 46 53 -46 88 46 67 46 54 46 81 46 83 -Ġor ig -Ġor ient -Ġor ders -99 10 -99 18 -99 15 -99 28 -99 24 -99 22 -99 29 -99 999 -Ġclass ifer -Ġclass ifiers -ore gressive -ĠL R -ĠL i -ĠL im -ĠL inear -ĠL ambda +ĠE mp +ĠE urope +Ġ28 7 +Ġ28 04 +Ġun c +Ġun zip +Ġun iqu +Ġun sup +Ġun labelled +Ġun ordered +Ġun limit +Ġun ivers 62 28 +62 35 62 16 62 24 62 13 62 75 +ĠB en +ĠB ond +ĠB ott +ĠB oston +ĠB reakout +ĠB SDS +sh rinkage +so il +so ftsign 38 50 -38 15 38 20 38 75 38 22 38 21 38 65 -40 18 -40 28 40 56 -40 78 40 94 40 75 40 77 40 11 40 53 40 79 -40 73 40 54 +40 73 40 51 -art works -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ Ġ -ĠG C -ĠG iven -ĠG ather -ĠG ithub -ĠG eneral -ĠG loVe -ĠF ast -ĠF inal -ĠF uture -ĠF use -ĠF usion -Ġ28 7 -Ġ28 04 +Ġper ce +Ġper cept +Ġper ceive +Ġ9 90 +Ġ9 22 +Ġind uctive +log istic +log ging +log cosh +work class +em ic +ib m 66 50 66 64 66 04 -66 59 66 55 -66 85 +66 59 66 53 66 02 66 72 66 82 -ke ley -pre vious -Ġnot ed -48 11 -48 44 -48 53 -48 54 -48 03 -48 83 -48 89 -48 69 +22 76 +84 10 +84 15 +84 64 +84 08 +84 45 +84 34 +84 87 +84 74 +84 72 +84 43 +84 82 +84 89 +55 14 +55 56 +55 95 +55 77 +55 53 +55 92 +55 42 +55 31 +55 72 +55 73 +55 43 +55 91 +55 83 +ast ing 37 10 -37 56 37 64 +37 56 37 04 -37 48 37 05 -37 11 -ber g -ber keley -59 2 -59 17 -59 21 +37 48 +ĠK night +for sale +Ġhe ights +19 98 +19 26 +rib le 70 50 70 90 70 15 @@ -13513,401 +15436,375 @@ ber keley 70 60 70 31 70 71 -Model Net -Dense Variational -ud gment -Ġ9 90 -Ġ9 22 -Ġso urces -str y -39 00 -39 12 -39 96 -39 95 -Ġper ce -Ġper cept -Ġper ceive -Ġch ol -Ġch un -Ġch ild -55 56 -55 14 -55 95 -55 40 -55 77 -55 53 -55 43 -55 42 -55 73 -55 31 -55 72 -ĠE mp -ĠE urope -Ġimport ance -Ġco efs -work class -21 12 -21 92 -200 8 -34 3 -34 7 +Ġall reduce 34 16 34 78 34 04 -34 48 34 19 34 36 +34 85 +34 88 +34 48 34 92 -34 43 34 73 -so c -so v -so il -Ġad van -ib m -19 98 +34 43 +34 82 +Ġ20 9 +Ġ20 21 +Ġlog it +Ġlog arithmic +59 17 +59 78 +59 21 +39 00 +39 12 +39 96 +39 95 +ant izer +Ġch em +Ġch ron +Ġch ild +200 0 +200 8 +Ġsim siam +de w +de er +resent ations +21 12 +21 35 36 96 -36 56 36 14 +36 56 36 19 +36 34 36 53 36 74 -36 82 -back up -77 18 -77 90 -77 26 -77 30 -77 93 -77 78 -77 64 -77 99 -77 92 -77 42 -77 74 -77 71 -ĠB ond -ĠB ey -ĠB aseline -ĠB SDS -ĠB reakout -84 10 -84 15 -84 08 -84 45 -84 34 -84 43 -84 74 -for cing -for sale -09 00 -09 24 -Ġhe ights -oc ular +tr uck +tr ued +tr ived +Ġno ble +Ġno body +clud ed +86 7 +86 32 86 20 86 98 -86 32 86 33 -86 05 86 85 -86 53 +86 05 86 88 +86 53 +86 57 86 81 86 83 -ain ing -ain ed +Ġclassif er +Ġclassif iers +80 1 +80 28 +80 35 +80 98 +80 94 +80 37 +80 59 +80 11 +80 52 +80 92 +80 74 +Ġsa f +Ġsa ying +77 18 +77 90 +77 32 +77 64 +77 30 +77 78 +77 26 +77 93 +77 99 +77 92 +77 42 +77 74 +77 71 +85 7 +85 50 +85 18 +85 98 +85 99 +85 70 +85 21 +85 85 +85 23 +85 43 +85 83 +ĠU RL +11 18 +11 32 +11 17 +Train s +Train Monitor 05 18 +05 20 05 56 -05 13 05 76 -05 33 05 99 05 38 -05 48 -05 59 05 21 05 36 05 85 05 23 -05 88 +05 48 05 74 -05 73 05 72 +05 73 05 81 -05 49 05 89 -plit ude -85 7 -85 50 -85 18 -85 98 -85 99 -85 70 -85 21 -85 85 -85 23 -85 43 -85 42 -85 49 -Ġ: ])) -log s -log ger +05 49 +ma c +09 32 +09 24 +09 94 +Ġab lations +Ġinteg ration 47 10 -47 35 47 96 +47 35 47 24 47 04 47 46 47 29 -load ing -11 18 -Ġun zip -Ġun order -Ġun labelled -Ġun chan -ant izer -Ġsim siam +ca NN +29 10 +29 96 +29 17 +29 16 +29 93 +29 13 +ĠW a +ĠW ind +ĠW ER +ne ck +Ġpass ion +sum maries +Ġadd ressed +Re al +Re cent +Re commended SI M SI NG -Ġrange s -Ġour selves -07 1 -07 12 -07 20 -07 64 +ong er +125 8 +23 11 +For est +07 35 +07 17 07 75 +07 45 +44 96 +44 98 +44 56 +44 93 +44 70 +44 36 +44 77 +44 11 +44 47 65 10 65 20 65 98 65 76 65 22 65 34 +65 39 65 47 65 73 -ath works -23 11 -Re g -Re al -Re call -Re cent -ĠIn ference -ĠIn stit 87 20 87 26 -87 56 87 13 87 75 87 46 87 39 87 47 87 92 -zip ped -Ġar Xiv -([ * -118 1 -44 96 -44 98 -44 56 -44 93 -44 70 -44 36 -44 77 -44 11 +co b +Ġprint ed +=[ ' +Ġk B +Ġk size +Ġk ps +Ġk ne +tain ed +fit ting +Ġcor ner +Ġdist ribute 52 24 52 30 52 33 -Train Monitor -ust ness -Ġ20 15 -53 14 -53 66 +88 32 88 56 88 97 -88 32 -88 75 88 95 +88 75 88 85 -88 07 -Ġint roduction -Ġint ended -Ġint ensity -29 10 -29 96 -29 17 -29 16 -29 24 -29 93 -29 13 -rib le +Ġsub r +Ġsub layers +Ġsub dir +Ġsub network +Ġsub stit +Ġfile d +Ġinitial izing Ġ14 00 Ġ14 35 -su is -06 00 -06 16 -06 32 -06 95 -06 33 -06 59 -06 34 -06 77 -06 07 -06 06 -06 01 -ĠO ord -ĠO pen -ĠO rthogonalRegularizer -head attention -80 1 -80 28 -80 35 -80 98 -80 32 -80 94 -80 37 -80 59 -80 11 -tensor dot +118 1 +unt ing +Ġimplement ers +rit ish +ote Monitor fn ames -ĠRe call -ĠRe cognition -ĠRe cie -ĠWe ight +ath works +53 14 +53 99 +53 66 +Ar chitecture +ĠWe ights +ĠH istory +ĠH idden +ĠH ash +ĠH uber +ĠH orse +ĠH elper Im plies +rop ic +rop Path +Ġqu iet +Ġqu adratic +ound ing +Mean while +head attention +67 10 67 24 67 04 67 95 67 48 -176 1 -cc ccc -Ġcont empl -Ad aptive +48 00 +48 11 Ġaugment ers -92 98 -92 26 -92 97 -92 14 -92 32 -92 75 -92 95 -92 33 -Ġdist ill -Ġdist inct -02 17 -02 94 -02 75 -Ġ12 90 +ĠV P +ĠV it +ĠV ideos +ĠV apor +ĠV isible +Ġj iwer Ġ12 12 Ġ12 25 Ġ12 352 Ġ12 37 -Ġ18 9 -Ġsub r -Ġsub dir -Ġsub network -Ġsub stit -63 50 -63 25 -63 93 -63 13 -63 32 -63 46 60 1 +60 32 60 78 60 75 60 22 60 65 -Ġbo o -unt ing -Ġsc iences -43 20 -43 17 -43 16 -43 78 -Dataset s -Dataset Multi +]] ), +PU T +ĠRe call +ĠRe view +ĠRe verse +ĠRe commended +63 50 +63 32 +63 93 +63 13 +63 46 Ġblock ing -Ġmovie Id +92 32 +92 98 +92 14 +92 26 +92 97 +92 95 +92 75 +Dataset Multi +Ġ18 9 +Ġseed s +02 17 +02 94 +02 75 +Le arner +ST ART +cent ers +ful ness +zip ped +176 1 +IN P +IN T +Ġinter actions +Ġinter rupt +appl ication +Ġany more 68 20 68 78 -68 94 68 75 68 62 -68 37 -68 70 68 55 +68 70 68 11 68 87 68 31 -ĠH idden -ĠH ope -ĠH orse -ĠH elper -42 17 -42 26 +optim ized +:// ", +respon ding +Ġco vers +Ġco efs +feature wise +Ġsee ing +Ġgener ic +128 1 +Ġcons iders +uster ing +Ġrun nable +42 18 42 32 +42 64 +42 78 +42 26 42 76 42 27 42 39 -Ġsimilar ly -74 30 -74 93 -74 27 79 28 79 20 79 56 79 22 79 23 -IN P -PU T -73 18 -73 62 -Ġro und -Ġro ugh -ition ally +Ġfa il +Ġfa ils +74 30 +74 93 +74 27 +74 36 +Ġ30 1 +Ġ30 3 +Ġ30 90 +31 12 +03 12 +03 35 +03 64 +03 94 +03 45 +03 46 +01 14 +01 30 +01 93 +01 97 +01 19 +Ġmovie Id 54 56 -54 97 54 93 +54 97 54 04 54 40 -54 48 54 70 54 77 -gre edy -sum maries -Ġ` . -weight ed -Ġj ob -Ġj iwer -Ġseed s -av a -Ġk B -Ġk size -Ġk ne -Ġk ps -cent ers -Le arner -rit ish -31 12 -De code -ĠK ing -ĠK night -ĠV P -ĠV it -ĠV apor -ĠV isible -ĠW a -ĠW ind -ĠW ave -ĠW ER -ĠW orker -ĠW hether -Ġla w -Ġla nd -03 20 -03 94 -03 64 -03 45 -03 46 +54 88 72 50 72 12 72 96 @@ -13917,1138 +15814,1291 @@ De code 72 95 72 99 72 34 -ES P -Ġab lations -Ġcons iders +Ġcal lables +06 00 +06 18 +06 32 +06 96 +06 25 +06 16 +06 95 +06 33 +06 38 +06 34 +06 59 +06 77 +06 07 +Ġgraph ics +Ġtrans actions +Ġtrans mitt +Ġman ager +Ġman aged 58 28 58 17 58 04 58 33 58 21 -ĠTensor s -01 30 -01 97 -01 14 -01 93 -01 99 -01 19 -ient ly -our ces +58 80 +73 18 +73 76 +73 62 +Ġcustom er +Con struct +ĠCom mon +ĠCom pact +ĠCom pleted +predict ing +43 17 +43 16 +43 78 57 18 -57 76 57 46 57 23 -128 1 -Ġfunction ality +Ġad van +Pre process 71 90 71 12 -ound ing +Ġlearn t Ġ29 1 -und er -Ġ30 90 -ĠDe coder -ĠDe cision -optim ized -rop ic -rop Path +Ġpoint ers 82 96 82 25 -ful ness -Ġ36 1 -mat ic -mat rices -token ize -Ġgraph ics -Ġgo es -Ġover fit +82 24 +82 240 +ie ves +Ġcolor ed +Ġatt end +utor egressive +ĠCon dition +chit z +Ġca used +read s +read able +91 12 +91 15 +91 96 +91 16 +91 94 +Ġread able +Ġread ily 313 3 313 4 313 9 -ĠCom pact -ĠCom pleted -Ġcor ner +St ar +St eps +St oring +Ġro ugh +Ġpart I +Ġpart ial +61 10 +61 90 +61 17 +61 30 +ĠModel ing +51 96 +51 17 +pol ates +Ġdi ctionaries 83 10 83 90 83 35 -83 64 83 62 -Se lect -Se lection -clo sing -not e -41 13 +83 19 +69 20 +69 25 +69 27 +69 22 +89 10 +89 98 +89 97 +89 21 +89 29 +Ġ19 97 +Ġdes ires +Ġdes irable +Ġ50 3 +Ġ[[ " +49 10 49 12 49 17 49 24 49 56 49 29 -Ġinter actions -Ġinter vals -Ġlearn t -Max imum -ie f -61 10 -61 90 -61 17 -61 30 -base ball -89 10 -89 98 -89 97 -89 21 -69 20 -69 25 -69 27 -69 22 -51 96 -51 17 -Ġind ivid +Embedding s +te ch +ĠSe ed +ĠRes et +ĠRes ized +Ġfe els +Num Py +Ġreal ity +41 13 +ES P +') ` +wh itespace +Ġnormal izing 422 2 422 9 -te ch -read s -91 12 -91 15 -91 96 -91 16 -91 94 -Con fig -Con struct +Ġent a +Ġent ities +Ġdire cted dist ributions -Ġ50 3 -Ġtrans ition -Ġtrans actions -Ġtrans mit -Ġep isodic -Ġwhere as +Ġrel axes +Add itional +Ġrequ est +Global M +ĠDe cision +Ġcont ribution +graph y +ĠSt ack +ĠSt age +su is +su ally +Ġcheck ing +Average Pool +ĠTh anks +base ball Ġ25 80 -mall er -Ġfe at -Ġpart I -Ġpart ial -exp lo -ST ART -Embedding s +ĠInt eg +ĠInt egrated +points On +gen ds +Ġscal able 704 0 704 8 -Ġreal ity -chit z -Ġno body -Ġpass ion -ess ion -Ġwork ers -Ġmost ly -ĠAd apt -ĠAd venture -sc ript -sc ipy -\". < +En able +Ġwrit es ĠNe arest -ĠNe wsgroup +ĠNe ws +ml d +ml inks +Ġsy mlinks +ted ly +493 3 +pen ding +'] }\") +Ġser ving +Ġfit ted +ĠShape Net +exec ute +Val ue +Ġtem porary +\". < +ideo Capture +Ġag o +cond ition Ġsoul s -gr ation -points On -gen ds -gen der -ĠSt age -ĠSt ri -ĠRes ized -ĠRes cale -Ġnormal izing -St ar -St oring +Ġver ify +Ġver bosity +Ġtra de +rg anization +the y +lec un +Ġplot ted +Ġtransfer ed +idd le +ges ts +Ġdep artments url retrieve -Ġag o -Ġinitial izing -pen ds +ĠTrain Monitor +Ġep isodic +Ġwant ed +Ġ[( ' +ribut ing +ĠStr ategy +Ġund irect +Ġhead ers +Ġform ulation +Sparse TopKCategoricalAccuracy +Com pare +ĠAdd Noise \"]) [ -En coding -ĠCon figuration -Ġframe works -Ġcal lable -Ġplot s +ins ert 190 6 -rg anization -wise Constant -Ġtr acker -Ġtr igger -Ġtr uck -Ġdown sampled -Ġent ities -Ġph enomen -Ġhy drogen -ĠAp r -ĠAp plications -ĠAp pend +resh er +Ġsp in +Ġzip ped +Ġ| -> +Ġ| âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ| 476 5 476 6 476 7 -Pre process -Pre cision -Ġback propagation -ĠShape Net -ee cs -with out -Ġyour self -])) ( -])) . -Ġzip ped -Ġwould n -Ġ[( ' -Ġ33 280 -ĠTrain Monitor -cond ition -Ġauth or -Ġencode s +multi headattention +At Min by tes -ron ics -Ġallow ed +Ġexp ense +Ġexp resses +])) ( +ĠJ a +ĠJ an +ĠJ udgment +commend erNet +Checkpoint Options +Loss AndErrorPrintingCallback +lecule Net +seq len +Th us +Th riller +Ġgreat est +Ġgreat ly +Data sets +Ġla w +Ġla nd +ĠPre fix +clo sing ATUR E -ci ous -For est -ted ly -Ġund irect -014 1 -Download s -DIM S -ĠAdd Noise -project or +Ġdel ic +inter polates +Ġoptim izing +Ġest ab +Ġact ress +amb d +Ġrest ecg ĠDeep Speech ĠDeep Chem ĠDeep Mind -seq len -comm ender -Sparse TopKCategoricalAccuracy -Ġiter ator -ĠPro ximal -ĠPro pagate +Ġvalid ate +Ġvalid ating +ĠEx amples +Ġcomp r +Ġcomp ressed +014 1 +IG H +IG GER +Ġbuffer ing +586 0 +DIM S +down sample +down sampling +Ġvisual s +ĠData Frames +gh t +Ġdid n Ġestim ator +ĠUn its +ĠUn supervised +ĠUn ited Ġlook ed -Ġencoding s -Ġspirit ual -std dev -Ġsuccess ive -ĠModel ing -gh t -Ġoptim izing +ĠPro ximal +ho ckey +Ġtr uck +Ġtr igger +Ġhand les +Ġgroup ed +eff iciency +ffect ively Ġ160 10 -Ġ95 2 -Ġ95 7 -Ġins pect -Com pared -Global M -Ġ| -> -Ġ| âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ| +Ġadapt ively +Ġpla n +Ġpla ne +ĠCustom Embedding +Ġquant ify Ġcount ing -CO LOR -inter polates -ĠData Frames +Ġups caling 010 1 010 9 -IG H -IG GER -Ġwant ed -Ġvisual s -save fig -Ġ000 11 -Ġfin ish -Ġfin etune -part ments -ĠJ an -ĠJ udgment -Ġsum maries -Ġ278 5 -ĠSh ow -ĠSh ort -Ġcomm ands -TFOpLam bd -'] }\") -078 7 -078 8 -ass ert -emb er -resh er -Ġwalk ing +094 2 An chor An imation -ĠTime History -tern atively -Ġlarge st +CO LOR +Ra ise +ift i +ĠAd ds +ĠAd venture +Ġspirit ual +Ġcross ing +Ġcomm ands +Ġext ensive +Ġra re +Ġra rely +Ġ95 2 +Ġ95 7 +worker s +ik h +Ġcent ers +Ġlimit ations +ĠInput Layer +fre quencies +Ġrefer ences +Ġrefer enced +Ġgeneral ize +AD ME +disc ount +Ġ000 10 +adapt ive +ĠAl ternatively +Ġident ifying 135 1 +135 5 135 8 -Average Pool -down sample -down sampling -ho ckey -pixel s +ĠTime History +ĠTime Distributed +Ġexperiment ation +078 7 +Min MaxNorm +With Kernel +150 1 Ġ94 1 -Ġups caling -Ġconsider ing +Ġ278 5 +050 4 +050 27 +020 7 +020 9 +625 4 +IC K +pixel s 117 7 117 8 -inv ari -ĠAPI s -Ġtransfer ed -093 2 -Ġregular izer -Ġregular izers -875 1 -multi headattention +SV RC +resnet v +ĠAt rous +ĠAt omFeaturizer +ĠSh i +ĠSh ow +ĠSh ould filter ing filter bank -848 2 -848 7 -848 9 -IT IZE -Ġter rible -Ġvalid ating -Ġfit ted -AL L -opt ions -Ġerror s -replic as -Ġpres um -Ġreg ion -ceiv ing -omal y -ift i -MAX LEN -skip ped -wh l -ĠStr ategy -020 7 814 0 814 1 814 5 -814 8 dr ift -Ġext end -Ġext ensive -Ġsup press -Ġquant ify -197 0 -197 5 -197 6 -837 2 -atur ation -Ġdec ide -ĠEn coder -Ġfeed ing -095 4 -rie f -096 7 -IC K -ca NN -Ġcent ers -Ġrest ecg -ĠSpe ech -ĠSpe cific +Ġfin ish +Ġfin etune Ġcontext ual -comp act -Ġgeneral ize -097 6 -664 9 -Ne RF -Ne ighb -SV RC -man y -Ġsqu eeze +Ġbehavi our +Ġrank ing +Ġdiv ide +Ġdiv ided +Ġintrod uction +875 1 +AL L +Custom Dense +Custom Callback +Custom RNN +til de +Ġrec reate +096 7 +720 4 +IT IZE +pack age +ang les +omal y +ĠCo unter +proj ector +ĠPo isson +MAX LEN +hist ogram +Ġretrie ved +Log isticEndpoint +095 9 +Ġter rible +Ġmini ature +837 2 +928 7 +be cause +Ġsat ur +Ġexec ut +ron ics +Ġwalk ing +No on +No Entailment +vers erial +Ġturn ing +Ġart istic +place holder +Ġsym metr +110 2 110 7 -778 3 -778 4 -requ est +664 9 +978 0 +Ass ign +Per forms +Per ceiver +[' ', +pp m +Ġrema in +Ġstddev s +flatten ed +ĠSpecif ic +ĠSpecif ication decay ed -Ġsepar ator -Ġart istic -ĠUn supervised -ĠUn ited -ĠUn known +480 3 +={ }): +Wh ere +Wh ether +Ġop posed +Ġnam ely +Ġcertain ly 826 0 826 5 -897 4 -897 7 -928 7 -flatten ed -ĠMo vies -Ġentire ly -026 0 -026 1 -026 2 -026 3 -026 5 -026 9 -056 1 -056 9 -316 0 -316 3 -324 6 -324 9 +808 5 HT able -rest ore -Ġprevious ly -Ġmini ature +loc ator +Ġequ ally +Ġdetermin ing +ĠLog its +ĠLog ging Ġmoral s +)` : +400 6 735 5 735 9 +778 3 FF N -On ce -Ġsay ing -Ġdynam ically -Ġequal s -098 9 -808 5 -Al so -writ ing -Ġcache s -ash ing -Ġdesi res -Ġdesi rable -resnet v -Ġconfig urations -ĠRep lay +Ġsol ving +Ġsol ves +Ġinf l +ips chitz +ĠMo vies +ĠMo leculeNet +264 4 +gre edy +schedul er +}. ". +Ġref resher +ĠCh ange ĠRep ort -Ġpop ul -Ġident ify -Ġident ifying -Ġavo ids -064 3 -064 7 -400 6 -624 5 +ĠRep lay +ĠBuild LS +thogonal Regularizer +027 0 764 4 764 5 764 8 -til de -vers ible -vers erial -Ġsol ves -Ġsol ving +Ġurl retrieve Ġmult ivariate -adapt ive -ips chitz -Ġlead ing -Mixer Layer -027 0 -325 2 -878 1 -878 4 -878 9 -859 2 -avi our -Ġdomain s -ĠCo unter -ĠAl gorithm +Ġdec ide +Ġdec laring Ġperm uted -ĠBuild LS -Ġcorrect ed +Mixer Layer +064 3 +064 7 +064 9 +026 0 +026 1 +026 2 +026 3 +026 5 +026 9 +055 9 430 2 430 4 -898 1 -898 7 -898 8 -Text Line -Ġurl retrieve -dec isions -Ġmod ifying -Ġdetermin ing -024 4 -024 9 -696 7 -896 2 -896 3 -896 7 -924 5 -924 8 -Ġtuple s -relation ship +859 2 +Buil t +Buil ds +ÏĦ αι +ÏĦ ῶν +ĠÎ ¼ +Ġdomain s Ġlik elihood -ĠCO VID -ĠCh annel -Ġconst it -ĠMAX LEN -028 2 -235 9 +Ġcorrect ed +ĠâĢ ĺ +Ġsystem atic +056 1 +056 9 +097 6 +197 0 +197 5 +197 6 +228 3 +299 2 730 2 730 8 -950 1 -950 6 -950 7 -Ret urn -Ġtri angle -iction less -Ġadapt ed -Ġadapt ive -Ġadapt ively -Ġsystem atic -298 0 -547 4 -817 0 -817 4 -998 3 -Per ceiver -Visual ise -Ġtra de -Ġinver se -Ġbl ue -Ġbl itting -Ġref lect -Ġref resher -Ġeng lish -433 6 -445 5 -625 4 -756 2 -756 3 -756 5 -708 6 744 1 744 2 744 3 744 4 -856 0 -856 2 -856 7 +744 8 +950 1 +950 7 +ĠY UV +Ġwon der +Ġprev ided +Ġassum ptions +028 2 +235 9 +547 4 +897 7 876 3 876 8 -Qu ick +Ne ighb +Ne RF +Text Line +Visual ization +Visual ise +Ġcategor ized +Ġput ting +threshold ed +................ ........ +ĠQu otient +ĠMAX LEN +896 2 +896 3 +896 7 +gu ide +á¼ ± +ĠZ h +ĠZ CA +ĠTarget s +ĠCor pus +Ġeng lish +Ġdiff ers +024 4 +024 9 +034 3 +726 6 +726 7 +726 8 +708 6 +817 0 +817 4 +878 1 +878 9 +Mobile Net +Mobile ViT Qu antizer -aut os -ins ert -loc ation -loc ator +Ġsens ations +elect ronics Ġ184 64 -Ġdiv ide -Ġdiv isible -Ġbeh aviour -Progress Style -Ġtrack ing -Ġstddev s -rupt ed +Ġdraw ing +Ġdraw back +Ġpr inc +Ġbal ance +Ġreason able +Ġbecom ing +ĠKey point +ĠKey Points +ĠKey pointsOn +Ġmultipl ies +Ġmultipl ying +Deep Speech 025 1 025 7 -378 7 -456 4 -726 6 -726 7 -726 8 +445 5 +485 3 +485 4 +528 6 +620 1 +620 6 745 4 745 8 +746 6 +856 0 +856 2 +Class es +Class ifier +Cosine Decay +SAMP LING +α νÏĦ +Ġold peak +Ġclean ed +Ġ208 0 +Ġcapt ures +Ġcapt cha +Progress Style +Ġtrunc ating +296 3 +296 8 +433 6 +824 1 +Pa irs ^{ - -fe at -gray scale +cr er +hash ing trans forms -tuple s -Ġcapt cha -Ġden oting -Ġdil ations -Ġdil ated -Ġconstant s +chmar ks +Ġvis ually +itud es +Ġ133 7 +Ġobser ving +ĠPath Like ĠVQ VAETrainer -Ġrequire ments +Ġdescrib es 066 1 -034 3 -296 3 -296 8 -330 7 +220 7 +428 0 437 4 -724 0 -746 6 -850 2 -838 1 -Ġ133 7 -Ġold peak -Ġ208 0 -Ġbas is -Ġequ ally -Ġconc rete -Ġsubtle t -Deep Speech -Ġcalcul ation -Ġsym metr -Ġclean ed +750 4 +728 3 +756 2 +756 3 +756 5 +850 2 +877 7 +WI DTH +aut os +Ġden o +Ġprom ote +Ġexpla in +pass ing 130 2 130 6 -498 2 -498 6 +275 4 +330 7 478 1 -593 1 -593 6 -593 9 +790 4 738 4 738 14 -={ }): -Un it -Un like -stat us -Ġ197 632 -ipy kernel +838 1 +924 5 +956 3 +Display s +Display ing +Similarity Loss +ο νÏĦ +Ġhy drogen +Ġexport ed +cons cience +Ġdefinit e +Ġdefinit ions +Ġcompar es +Ġsubtle t +Ġsci ences +Ġadv anced +Ġframework s +Ġperson ality +Ġtriple ts Ġencoura ges 037 1 037 3 -275 4 -348 2 -348 5 -348 8 -464 4 +378 7 550 4 550 6 -548 8 -790 4 737 7 -807 4 -956 2 -956 3 -Class ifier -Display ing -Ġocc ur -Ġpr inciple -Ġ235 64 -Ġnam ely -Ġreason able -ĠCond ition -produ ct -ĠAt rous -ĠAt omFeaturizer +845 2 +845 9 +990 1 +990 4 +Cl usters +Ïģ ά +Ġ197 0 +Ġ197 632 +Ġflow s +Ġport able +Ġbl ue +Ġbl itting +Ġtopo logies +Ġreplic a +ĠSub set +ĠSub classed ĠMix ture -Ġappe ars -Ġcollect ed -Ġperson ality -Ġtriple ts -Ġcertain ly -038 4 -038 5 +ĠGenerat ive +Ġmove ment +Ġsoft en +Ġsoft ware 065 8 -198 0 -398 8 -326 8 -393 6 -448 0 -597 8 -698 2 -698 8 -796 6 +686 9 776 0 -736 0 -990 1 -990 4 DI SP LI P cam era -Ġput ting -Ġvis ually -ĠAuto Encoder -Ġannot ate -Ġmove ment +Ġá¼ IJλ +Ġsw ing +Ġsw ap +Ġ164 352 +ising ly +ĠSha red +ĠDepth wise ĠDownload ing -ĠInte grated -Ġbook s +ĠInstance Normalization ĠUC I ĠUC R +Ġreprod uce SEED S -Extract ion -Ġapproxim ate -Ġparallel ism -Ġcapture s -233 4 +Ġconsistent ly +TFOpL ambd +075 3 +075 5 237 7 -396 3 -396 4 -317 2 345 4 450 6 -427 3 -528 6 -656 9 -686 9 -750 4 +464 4 +488 3 +488 9 +544 8 +624 5 747 4 -864 7 886 7 -Crop ping GP T -No on -No Entailment -ĠY UV -Ġfall ing -Ġsens ations +Linear Unit Ġ262 272 -ising ly -ĠTh anks -Ġaspect s -Ġconcaten ating -Ġsoft ware +Ġnor ms +Ġrecent ly +ĠSpatial Dropout +Inception ResNetV +ĠDoc s ATO M -Ġfeel s -Ġfeel ing -Ġintegr ation +Ġcontem plation ĠMasked LanguageModel -075 3 +/*\")) [ +/*\")) [: +233 4 364 3 -588 0 -588 9 +520 1 +656 9 676 1 -728 3 -797 2 -845 2 -805 2 -805 8 -PER ATURE -bi ased -Ġ164 352 -Ġ330 24 -Ġrecent ly +864 7 +deg ree +deg rees +sci py +á½ ° +á½ ² +Ġsort ing +Ġfall ing +Ġeff ort Ġ\"[ % -inte ger -Ġexec uted -ĠRun ning -Ġalign ed +ĠIndex edSl +ĠLambda Callback +ĠLabel Encoder ĠGated ResidualNetwork -ĠInstance Normalization -Ġobserv ing -ĠQu otient -Ġdescrib es -033 6 +ĠOr thogonalRegularizer +Ġcho ices +ĠMapping s +060 1 +060 6 +164 7 376 7 -426 0 -426 5 -526 9 -530 5 +484 4 +564 8 575 9 +588 9 +650 1 608 9 -717 4 -Cosine Decay +638 0 +796 6 +880 7 Mol FromSmiles TNP ForwardFeedRegressionNetwork -sk y -Ġpla ne -Ġindu ctive -Ġreprodu ce -Ġbecom ing +rem ote +Ġ132 096 +Ġhold out +ĠCl ustering +conf usion ĠST EPS +ĠStop ping +Ġconsum ption +Ġang ry Ġant i -Ġpref ix -Ġcolo red -ĠâĢ ĺ -Ġrot ations -...... ] +cats anddogs +Extra ction +Ġattem pting +Ġmodif ying +Ġmodif ications ĠSwin Transformer -Ġsuggest s -650 1 +'} ). +526 9 670 5 846 5 -996 4 -996 6 -927 3 -Rep resent -Rep eat -Th riller -cr er -rid ing +840 6 +925 1 +Rest ore +TE MPER +Ġspat ially Ġ185 28 +Ġfocus es Ġdr ift -Ġdeal ing -ĠKey point -ĠKey Points -ĠKey pointsOn -Ġconstrain t +Ġinc ert +Ġinc ident +ĠID s ĠAmeric ans +ĠMin imalRNNCell +ĠGC S +Ġsubtract ing +Ġminim izing +Ġfeel ing +Ġdiscuss ed +Ġapproxim ate +Ġcounter parts +Ġhost ed +Ġaccumul ated +Ġdenot ing +Ġdifficult y 438 1 +486 9 587 9 -675 8 -Ass ign -Clu sters +626 8 +604 9 +797 2 Ele vation +RE FLECT Shot Memory -Similarity Loss -mor phological -Ġflow s -Ġsort ing -Ġ524 4929 -Ġexclu de +]} : +sign atures +implement ation +Ġdat etime +Ġmon tage +Ġstra ightf +ĠSimple Dense +Ġstrat ified +Ġstrat ify +Ġstrat ification +Ġacceler ator (\"/ \")[- -Ġlever aging -2748 572632 ĠFix Match -Ġchallen ge -Ġadv ance +indic ating +ĠGener al ĠBack propagation -Ġstrat ification -Ġstrat ified -Ġstrat ify +Ġchallen ge +ĠUps ampling Ġdistort ions -Cont radictory +Ġjo int Contrastive Loss -Step s -Ġexpla in -Ġdecre asing Ġndarray s -Ġdifficult y 226 2 -626 8 -604 9 +696 7 +675 8 687 1 870 9 +Index ing +Negat ive Over view -RE FLECT cf g +ee cs high res +iet z +ona h +Ġvir t +Ġ186 24 +Ġcop ied +Ġinher iting +Ġwid gets Ġple as Ġprim ary Ġprim arily -Ġmed ical -Ġhost ed -Ġvir t -ĠClu stering -Index ing +Ġbranch es +ili ary +Ġgr ids +consum ed +ĠAp pend +ĠMol GAN convers ation -Ġcompreh ensive -ĠID s -ĠOther wise -Ġmultiply ing -Ġconsistent ly -Negat ive -/*\")) [: +Config uration +Ġregister ed 333333333333 33 -809 2 -Ada IN -Mobile ViT -Pa irs -iet z -mot orcycle -times eries -Ġ186 24 -Ġmer ged +440 3 +748 3 +GC S +Gaussian Dropout +Gaussian Noise +mor phological Ġthal ach +Ġfresh ly +Ġmed ical +Ġinstanti ated +Ġinstanti ating +Ġwa it +Ġhon est +Ġ524 4929 +Ġexclud e ĠStochastic Depth -ĠRel ative -ĠLabel Encoder +ĠRest ore Ġheav y +Ġcorru ption +Ġclon ing Ġmanif old -Ġdiscuss ed +Standard ize +Ġhandwrit ing +Ġcommun ity %|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +Perform ance ĠDistance Layer -/*\") )[ -Apply ing +Ġreflect ing +=>................ ........] +ĠTemporal Split incomplete P 062 9 -559 2 +574 9 6100 1 -Ar chitecture -Linear Unit +Ada IN +BS R +Other wise +Sp anish Sim CLR +Save Options Sanitize Mol Sanitize Fla +Under standing `]( / -Ġtimestam ps -erm inator -cho ices -degre e -degre es +bi ased +grn s +sav eto +sav efig +ĠÏĦ ε +==> ...] +separ ated Ġcult ure -Ġexpress es -Ġretrie ving -(\"- \")[ -Ġconce aled -ĠMol GAN -Ġpara graph -cats anddogs -Ġjo int -Point Net -8224 0 -Ġminim izing +Ġ[==== =>........................] +Ġ332 80 +Ġ[======================== ==>...] +Ġ412 16 +Ġconce aled Ġattain s -grn s +Ġparagraph s +Ġcandid ate +Ġcandid ates +(\"- \")[ +Ġdecom posing +decision s +Ġcollect ed +ĠWorker s +Point Net +ĠHo pe +ĠVariational AutoEncoder +Ġelimin ate +Ġelimin ates +Cont radictory +who le ĠAnchor Box -Ġextre me +Ġinfinit e +Ġinfinit ely Ġdanger ous -527 3 -574 9 +Ġskew ed +396 3 +996 6 +Acc ording Ann otation -Dep recationWarning -Node Classifier -Piece wiseConstant +Back upAnd +Cal culate +Mer ging +Piece wiseConstantDecay +Rem oteMonitor +Termin ateOn bon nier +fi ction mesh grid -whe el -Ġfr ictionless -Ġfail s -Ġfacilit ate -Ġ[_ [\" -Ġdiag onal +pur pose +pick lable +athe ism +Ġvox el +Ġomit ted +Ġmit igated Ġnib abel -Ġest ab -Ġrecor ded -Ġrelax es -ili ary +Ġ[_ [\" +cycl es Ġ424 97 -Ġlon gest -Inception V +Ġorgan ized ĠSV M -Ġprov iding Ġcontr al +Ġenfor cing ĠRob ustness -Ġdefic it -Ġorgan ized -tru ediv -Ġcounter parts -Reconstru ction -Ġsuperst ition -Ġsuperfic ial +Ġsug gests +ĠDis abling +ĠDep recated +ĠLocal ization +Ġintel lect +soft plus +emplo y +Reconstr uction Ġsubst ion -Ġaddress ed -ĠVide os +Ġsuperf icial +Ġsuperst ition +Ġmethodo logy Resized Crop -Ġmethodolog y -Ġcommun ity -Ġ988 16 -ĠMolecule Net +Ġadam atch +Ġdiss imilar +Ġdeploy ment Positive Pairs -Ġflex ibility ĠClusters EntropyLoss -Ġasynchron ous -Ġskew ed -436 7 -Mer ging +ĠControl s +Ġencaps ulate +Adapt ive +Dep recationWarning +Gu ide Part Annotation -bas ic cry pt fold ers +fiel d house hold jug ated -lle val tin y tri ple -uct ural xb crer -athe ism -Ġtell s -Ġsn ip -Ġspat ially +Ġtick et +Ġaux iliary Ġsound s -Ġcandid ates -Ġmem or -Ġnob le +cho ices +requ est +Ġvers a +Ġfri ctionless +Ġnone mpty ama as -Ġdecom posing -Ġvox el -consc ience -Ġ744 00 -(\"---- \" -Ġang ry -Ġconvers ation +Ġrect angular +Ġhom epage +perm utation Ġprem ise +Ġprecomput ed +Ġpopu la +Ġaccom plish +(\"---- \" ĠFilter ing +Ġconvers ation +27485 72632 +Ġunpack ing Ġpert urbations -Ġcop ies -Ġadam atch -Ġ1320 96 -ĠInver ted -success ive +Ġindepend ence +Ġindivid ually +Ġchun ks +Ġoursel ves Ġsubl imal -Ġsubtract ing -ĠKe ep -ĠWork ers -Ġelimin ates -ĠComput er +Ġnewsw ire +ĠRec ieve Conditional GAN Ġpartition ed -Ġaux iliary -Ġunderst ood +Ġdeserial ized +success ive ĠDeepLab V -Ġinspir ation -Road ways -%|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +ĠChan nel +Ġsemant ics Bytes List -Ġduplic ate Collect ing -Remain der -Ġillu stration +Ġinspir ation +Ġdatat ype +%|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ +Road ways +Ġillust ration Ġrecalib rate Bv ro Big Transfer -Buil ds -Cle aring +Clear ing ENCO DE Fin ished -Jas en -KLD ivergence -Sol ved +Hint on +Ioff e +Node Classifier +Rema inder +Scal ar SAN ITIZE -SCA LE Score Callback -Span ish -TEM PERATURE +SCA LE +Schem atically +Tem perature +Ups ampling +Vert ical VER SE bir th brow n -broad cast -dens enet -elect ronics -ikip edia kr iz +lle val mide ast -sav eto -syn c +motor cycles âĪ Ĵ -Ġensemb ling -Ġcau sed -Ġpie ces -Ġmont age -Ġmitig ated +Ġams grad +Ġdil ations isot ropic -Ġdiss imilar -Ġnone mpty -Ġsequent ially -Ġeff ort -Ġrect angular -setLe vel +Ġphen omen +Ġblu eprint +Ġreinstanti ated ĠTow ers -Ġgreate st -Ġstair case -threshol ded -proxim ate -Ġimmediate ly +setLe vel +setting s +ĠCOV ID +ĠCategory Encoding +ĠASC II +Ġorthog onality ĠSurve y -Ġencap s +proxim ate +pydot print +Ġencounter ed ĠRMS Prop +Instr uctions +ĠNVID IA Ġ1094 82240 -pydot print ĠPour suis -Ġreserv ed -Ġunorder ed -Ġunchan ged +ĠProp agate +relationsh ip +berkel ey ĠInstit ute -ĠRecie ve -Ġcontempl ation +Ġunlimit ed +Ġchron ological +trued iv +trived Model +ĠHash ing +ĠVisible DeprecationWarning DatasetMulti ShotMemory +Ġtransmitt ance Ġrough ly -ĠVisible DeprecationWarning -Ġtransmit tance -script s -Ġundirect ed -commender Net AveragePool i +ĠNews group +Ġundirect ed +AtMin Loss +WithKernel Regularizer ĠBuildLS HTable TextLine Dataset -DISP LAY +Ġprinc ip ĠKeyPoints Dataset ĠKeypointsOn Image -motorcycle s +DISP LAY +ĠIndexedSl ices +TEMPER ATURE +Ġstraightf orward SanitizeFla gs -PiecewiseConstant Decay +BackupAnd Restore +TerminateOn NaN DatasetMultiShotMemory Sampler +! # ! \ ! \") +" ])) +" ]). +" }. +$ % $ , $ ++ % ). % .\") +% ]`. +' > +' [ +' ): +' }. ' -> +( . +( {' +( ..., ( \\ ( âĢĸ -) ! -) ; ) \ ) \". +* + * \") -+ , + \", , , , > +- % - *. -. ! -. / +. ", +. )), . *\") / # -0 100 +/ ( +/ ') +0 18 0 300 0 352 -0 500 0 11 +0 255 0 382 0 186 +0 974 +0 640 0 137 +0 326 +0 980 0 765 0 126 -0 358 +0 981 0 329 0 355 +0 358 +0 983 +0 211 0 134 0 139 +0 360 0 181 +0 321 0 991 -0 211 -0 360 0 363 -0 321 -0 771 -0 772 0 183 0 292 -0 591 -1 157 +0 1888 +0 1331 +1 98 1 19 +1 157 +1 641 1 937 +1 938 +1 986 +1 138 +1 985 1 192 +1 160 1 137 1 941 -1 160 -1 131 -1 164 +1 936 +1 328 1 133 -1 134 +1 989 +1 131 +1 983 1 951 +1 134 +1 327 +1 939 +2 10 +2 15 +2 17 +2 98 2 16 +2 93 2 125 -2 176 +2 782 2 907 +2 138 +2 320 +2 192 2 175 2 137 +2 168 2 146 -2 209 +2 133 2 126 +2 989 2 159 -2 138 -2 133 +2 983 +2 947 +2 953 2 342 2 139 +2 321 2 952 -2 953 -2 204 -2 168 2 948 2 109 -2 321 3 10 -3 18 -3 15 -3 19 +3 98 +3 16 3 125 3 176 3 128 -3 255 +3 999 +3 938 3 151 -3 955 +3 320 +3 166 +3 974 3 102 +3 169 3 960 +3 987 +3 324 3 142 3 153 +3 936 3 127 -3 144 +3 328 +3 161 3 126 -3 159 +3 982 +3 144 +3 933 3 107 -3 207 -3 191 3 155 +3 159 +3 170 +3 103 +3 191 +3 942 3 951 +3 177 +3 178 3 122 -3 942 -3 959 3 621 3 356 4 10 4 100 +4 26 +4 27 4 352 4 157 4 189 @@ -15056,364 +17106,417 @@ $ ++ 4 469 4 123 4 258 -4 382 +4 186 +4 152 +4 325 4 175 +4 160 4 955 -4 102 -4 152 +4 988 4 166 +4 248 +4 974 +4 102 +4 640 4 185 4 906 +4 324 4 142 -4 992 -4 160 +4 961 +4 247 +4 944 4 111 +4 133 +4 992 4 131 4 405 -4 184 -4 126 4 159 4 353 -4 358 -4 164 -4 207 -4 133 -4 949 -4 369 -4 777 4 145 +4 369 +4 103 4 329 +4 358 +4 949 4 357 4 139 -4 103 -4 202 +4 178 4 952 -4 991 -4 204 +4 272 4 162 -4 168 +4 991 4 354 -4 252 -4 219 -4 7791 +4 179 +4 968 +4 173 5 10 -5 15 -5 35 +5 98 5 300 5 500 5 200 +5 77 5 125 +5 79 +5 73 5 187 -5 469 +5 123 5 180 +5 938 +5 979 +5 160 5 955 -5 368 5 166 +5 640 +5 368 5 960 +5 984 5 906 -5 979 +5 326 5 142 -5 992 -5 160 +5 961 +5 153 +5 328 5 146 5 402 -5 902 -5 209 +5 992 5 165 -5 358 -5 164 +5 170 +5 981 5 329 +5 358 +5 942 5 357 -5 254 5 139 -5 205 -5 148 -5 942 +5 177 5 108 +5 148 5 359 -5 403 -6 95 +5 308 6 352 +6 34 +6 59 6 157 -6 36 6 391 +6 784 +6 999 6 151 +6 320 +6 979 +6 160 +6 248 6 368 +6 987 6 136 6 906 -6 979 -6 999 -6 160 +6 240 6 958 6 184 -6 207 +6 989 6 940 +6 170 6 145 -6 355 6 103 +6 355 +6 942 +6 178 6 143 +6 939 6 148 -6 942 -6 208 +6 934 +6 354 +6 179 6 141 +6 308 6 621 -6 354 -7 20 +6 1480 +6 957 +7 18 7 0000 7 352 7 23 -7 176 +7 938 7 151 +7 320 7 985 -7 284 7 955 +7 248 +7 640 7 158 7 906 +7 961 +7 980 7 111 -7 280 -7 902 7 161 -7 946 +7 902 +7 003 +7 989 +7 933 7 344 -7 207 -7 945 +7 981 7 145 -7 201 -7 202 -7 203 -7 251 +7 946 +7 983 +7 178 +7 272 7 991 +7 363 +7 270 +7 279 7 392 -7 252 -7 407 +8 93 8 13 8 62 8 352 8 500 8 157 +8 29 8 125 8 189 -8 29 8 187 8 256 -8 180 -8 001 8 641 -8 206 +8 180 +8 999 8 101 +8 138 +8 320 +8 979 8 985 +8 325 8 175 +8 248 8 102 +8 167 +8 188 8 158 +8 984 8 941 8 182 -8 188 -8 906 -8 999 -8 167 -8 765 8 153 -8 165 -8 105 +8 980 8 184 +8 133 +8 105 8 126 +8 165 +8 940 +8 344 8 159 -8 138 8 946 -8 344 -8 133 -8 940 -8 355 -8 254 +8 211 +8 323 8 134 +8 939 8 952 8 122 -8 323 -8 991 -8 211 8 162 +8 991 8 109 -8 409 8 351 8 361 -8 773 -8 257 +9 10 9 12 +9 35 +9 14 9 13 +9 94 9 352 -9 21 9 200 -9 000 +9 21 9 128 9 101 +9 156 +9 320 +9 979 9 985 9 175 +9 169 9 960 9 941 9 182 -9 979 -9 169 -9 902 +9 324 +9 961 9 161 +9 168 +9 902 +9 105 9 126 -9 201 -9 205 -9 953 -9 954 -9 122 +9 981 9 942 9 231 +9 321 +9 177 +9 931 +9 954 +9 272 9 108 -9 109 +9 122 9 354 +9 308 +9 270 +9 279 +9 173 +9 109 9 351 +: ; : { : ]: ; -- +< => = % = ()) += ...) > . > \", +? @ ? \" ? -- ? \", ? \"-- -? .! +A A A m +A p A x A ak -A rt -A utoencoder -A SR +A LU A utomobile A fric -B S -B ack +B en +B ag B ST +B aseline +B ucket B ird B GR B atc -B aseline B LOC +B etween B IGGER C I C L C P +C S C b -C al -C or C ar -C ore -C lip -C aption +C an +C IFAR C ycle C itations -C ategory C urve -C enter +C aption +C JY C LIP -D A +D i D r +D el D is -D ate -D ay D ual +D ay D ER -D irect D ING +D Shape D ark D OU -D Shape -D iag +D oing D imension +D irectory D DPG E G +E t E w -E LU -E stim -E qual +E ss +E st +E ase +E very E AE E ARNING +E ager E stimation -E VERSE +E lse F K F P -F it +F e F our -F ree -F urther -F rog +F ox +F IF +F ashion F ullModelCheckpoint +F rog F unctions +F armHash +G S G U G c -G ill -G oogle +G il G IF +G oing H A H N H O -H int H ence -H ub -H eadAttention -H uber -I O -I nd -I off +H and +H ave +H yperpa +H DF +H Sp I OU -I LENAMES +I BU J ap +J SON J accard -J FI J az -J SON +J FIF J Gc K S K e -K ernel +K ing K nowledge -K LY +K ullback K umar K Jaz -L s +L Y L u L v L ion -L ib -L oc +L ow L IN L ink +L icense L MAP L ATION L SVRC L ipschitz -M P M Z M w +M od M ar +M ot +M and M us -M AT +M uch +M athe M DEmbedding -N ain +N eg N ST +N eck +N ain +N odes N CE N LI N OT +N aturally O c O f O h -O ptim -O ther +O ut +O uterLayer O rganization -O MAT +P M P S -P ut +P rior P AD -P ass P apers -P lus -P rior +P riv P EG Q M Q REmbedding @@ -15421,64 +17524,72 @@ Q ao R B R Z R el +R ad R ow R atings R ather R ED R TS -R aw +R ethinking +R aggedTensor +R ectified R DLogger S D -S r +S R S y -S um +S ingle +S mall S kip -S imilar +S igmoid S eries -S erialize +S peed +S erialization +S quadExample S tereo -S SIM -S maller S caNN +S SIM T L -T P T X -T r T im T om T un T ri -T ensorflow -T od -T ER -T imes +T ES T arch -T ru -T erminator +T IAL +T oday U h -U tility +U s +U sed +U npack U EA -U nder +U ses U Action +U sually +U CJY V G V Q V an -V ision V ocab -V ide +V ision +V AR V SN V IA V apor +V ideoCapture +V ALU +W u +W or W est W ind -W IN W Le -W ER +W IN W indow +W ER W Mol -W rap -W armUpCosine W riter +W armUpCosine +W rapping X S X ent X IA @@ -15487,861 +17598,929 @@ X XS Y F Y OL Y Cb -Z IP Z ebra +Z IP [ ( +[ [- ] ][ -] }\ -_ ( +] ", +] \"] +] \"], +^ _ +_ " _ / _ [ -` : +` { ` ). -a h -a j +a qu +a per +a ff +a vailable +a ret a veraging -a utomobile +a udios a unting +b b +b d b k b m -b in -b an -b et +b la b id +b ly b and -b lob b rel -b lan +b lob +b eck +b reak +b abilistic +b ij b enchmark -b ird -b enj -b ottle -c d +b lan +b etween c m -c er c it -c ker -c ain -c aded -c ased +c un +c val +c ity +c lock +c and +c oc +c ases +c ached +c uDNN c redit c é -c aptcha d h d an d om -d ip -d ded -d isp -d raw +d transpose d cnn +d pi d vision +d ilated d ensity d pr +d uplic d ouble +e u +e z e al +e en e con e coder -e ach -e ated +e ase e ks -f a -f i +e chn f z f el +f am +f ur f if -f lu -f ield -f aw -f amily -f rog -g a +f ect g f g i g l -g m +g r g on -g ra g ar g ens g ating -g rams g ca g pus g MLP g ym -h in h ar -h am +h ep +h ic +h ol h ence h its -h ert -h ari -h ide h our -h stack +h ide +h ari +h ert +h df +h fa h ours +h stack h ancing -h ousing -h faw i Y -i w +i at i ker i ot +i us +i ated i ept i pob +j s +j am +j unction +j ie +j onah j brown j fif k g -k ing -k ed k es -k ap k pt +k ap +k able k ay l w -l ig -l ity +l ate l ive +l ies +l ated l ong l ery -l ished -m i +l ined +l filter +m d m r m v -m is -m pos +m ic +m ust m end -m neg +m pos +m atched +m irrored n H -n c +n b +n s n x -n or +n st n ms -n as n ce +n est n model -n ay n oc -n iques -n lin +n ay n ason -n chron +n lin +n eath n ifti n ietz -n Tod +n Today o q +o z o ss o ct +o cc o id o ue -o gram +o ken o BE -o ising -o ols +o king +o ptionally o ader -p v -p lo -p he -p ur -p ent +p b +p an p id -p ul +p ens p rom +p and p print -p df -p ick +p enet +p ression q m r h r m +r r r v r se r ig r ly -r nn -r ink +r ides +r uction +r uth +r ately r strip -r ising +r dA r fc -s at -s low +s a +s ion s un +s low +s ures s ri -s ise s ible s wer -s ince -s cheduler -s pired -s igma -s amplers s ensitive -s ayakpaul -s ToGridImage -t b -t to +s aving +s alt +s pecial +s cape +s amplers +s che +t el +t re +t ens t un t ity -t ally -t emplate -u x +t end +t ely +u er u ion u able u ated u cs -u ccess u las v c v in v et +v ity v type +v ations +v ated +v ides +v ous v ob v olutional v lin -v hn +v Qao +w l w y w in w es -w age +w ing +w he w est -w ill +w age +w ish +w ider w ilderness -w HS w ald +w HSp x i -x ide x min y o +y p +y th +y our +y pes y au -y the +y stem y ching y uv z W +z y z es +z eg z sh +z ca +z ier z oid +| } +} : +} \ } ][ } ]. } \")( } ]: } ') +} :\") ± : º : +¾ ε à ´ Ã Ń -Ï ĥ +Î ³ +Î · +Î º +Ï ĩ â Ļ¥ï¸ı -Ġ " Ġ ; Ġ à Ġ ing Ġ ur -Ġ lf -Ġ il Ġ ]. +Ġ kw +Ġ eps +Ġ utils +Ġ Ïĥ Ġ ðŁ -Ġ education +Ġ á¿ Ġ igrads Ġ ðŁĵ -Ġ Ïĥ Ģ \ ij Ł -__ , +__ (): __ .__ in st +in form in ity -in able -in du -in ating -in ner +in format +in cre in son -at u -at us -at ible +in verted +in variant Ġt v Ġt or Ġt ion Ġt it +Ġt an Ġt ul -Ġt ort +Ġt ight Ġt we -Ġt end Ġt ray -Ġt reating -Ġt ends +Ġt end Ġt uned -al t -al so -al ong +Ġt oday +at i +at ible +at Lib +er d +er ging +er Table al icy al oader -er d -er r -er os -er ministic +on y on ge -lo ud -lo pen -lo sis -ac y -ac ro -ac ob -ac ings -en able -en umerate -en otes +Ġ- -------------------------------- +or k +or er +or al or is +or ity or ry -or row -or ite -or ses -or thogonal -ss e -re f -re ment -re code -re tr -re cogn -re views -re lax -se p -se at -st o -st ing -st ub -st ik -st ein -st ock -he p -he art -Ġa f -Ġa ut +or atory +en ot +en ly +Ġa mb Ġa ud Ġa head -Ġa uto +Ġa va +Ġa wa +Ġa utom Ġa veraging -\" ', -\" ([ -\" [{ -val ent -val ence -Ġthe s +Ġa utomobile +Ġa cycl +lo de +lo pen +es per +Ġth es +Ġth re +Ġs s +Ġs on +Ġs en +Ġs ad +Ġs ensor +Ġs ight +Ġs ap +Ġs out +Ġs pec +Ġs ps +Ġs ca +Ġs pare +Ġs word +Ġs quee +Ġs ensitive +Ġs oci +Ġs sim +Ġs anity +Ġs coped +Ġs orry +ra cker +ra ged +ra jp +ra ses +el p +el low +el lar +el son +el ete +el vin Ġthe er -Ġ1 100 -Ġ1 200 -Ġ1 000000 -Ġ1 156 -Ġ1 102 -Ġ1 960 -Ġ1 999 -Ġ1 333 -Ġ= \", ch r ch ow ch air -de er -de ss -de tail -de lim -de tector -de partments -im s -im y -im ic -im ate -im pose -im ensions -ra b -ra se -ra ve -ra jp -ra ses -ing e -ing ly -ing Model -po t -po ist -le x -le st -le ly -le ve -le te -le ted -le vant -le gends -ut ions -ut ter +ch ester +re ed +re tra +re code +re ative ut ations -ur i -ur port -ur ous -ur ious -ar p -ar ive -ar ph -ar ger +ing Model +st ing +st ich +st ub +st ery +st ikh +la ps +la unch +la nning +Ġ= \", +Ġv a +Ġv o +Ġv q +Ġv ent +Ġv il +Ġv oc +Ġv ign +Ġv ocabular +Ġv idual +Ġv oice +Ġv ict +Ġv ects +se p +se at +it ess it ure -it ud +it ual it ert -it ess -it ively +it ched it Distance -00 4 -00 10 -00 16 -00 14 -00 32 -00 76 -00 33 -00 62 -00 48 -00 59 -00 70 -00 07 -00 87 -00 67 -00 43 -00 73 -00 57 +im s +im y +im ic +im inary +im ates +im pose +im iter +Ġ1 100 +Ġ1 200 +Ġ1 999 +Ġ1 156 +Ġ1 000000 +Ġ1 974 +Ġ1 102 +Ġ1 960 +Ġ1 333 +Ġo t +Ġo vers +\" ([ +\" ', +\" ))) +\" [{ Ġf c -Ġf al +Ġf r Ġf er +Ġf al +Ġf lo Ġf ate -Ġf ran Ġf urn +Ġf ran +Ġf allback Ġf path -Ġf art Ġf em -Ġf ant -Ġf etch -Ġf ron -Ġf lower +Ġf ath Ġf use -Ġf rac -Ġf iction -Ġf aw -Ġf aces -Ġf ashion -Ġf als -Ġf aith -Ġs on -Ġs en -Ġs ap -Ġs ad -Ġs ight -Ġs out -Ġs ps -Ġs ys -Ġs ite -Ġs ays -Ġs atur -Ġs word -Ġs cho -Ġs vhn -Ġs orry -Ġo m -Ġo t -Ġo ps -Ġo vers -Ġo dd -Ġo ov +Ġf und +Ġf lower +Ġf ron +Ġf unct +Ġf ool +Ġf using +Ġf ood +Ġf oot +Ġf uz Ġc m -Ġc red -Ġc ard +Ġc le Ġc ud +Ġc ard +Ġc red +Ġc ert Ġc rim -Ġc ry -Ġc hest -Ġc ater +Ġc pu +Ġc ru Ġc redit Ġc kpt -la ps -la unch -la nning -Ġp t -Ġp al -Ġp lu -Ġp ay -Ġp acker -Ġp ub -Ġp unch -Ġp icks -Ġp ull -Ġp endulum -Ġp orn -Ġp mi +Ġd m +Ġd t +Ġd am +Ġd ce +Ġd ive +Ġd ie +Ġd read +Ġd ream +Ġd ang +Ġd edu +Ġd types +Ġd ouble +Ġd lopen +le x +le ctual +le gends +le Neck +od ed Ġm b Ġm p -Ġm ent Ġm as Ġm il Ġm one Ġm ist Ġm ir -Ġm are +Ġm isc Ġm ons -Ġm ale +Ġm irrored Ġm ild -Ġm ols -Ġm irror +Ġm edia +Ġm ale +Ġm oments Ġm utual +Ġm ols +Ġm iddle Ġm imic -ge on -ge Network -ro ub -ro ls -Ġ2 200 -Ġ2 206 -Ġ2 949 -is dir -ic o -ic an -ic ine -ic les +po t +po ist +Ġin ch +Ġin for +Ġin cer +Ġin stantiates +Ġin ital +Ġin jects +ar p +ar es +ar re +Ġw ro Ġw ist Ġw ind Ġw ished Ġw ife +Ġw ool Ġw ilderness +Ġw raps Ġw ilf -ed ly -Ġ[ * -Ġ[ ============ -ep s -Ġin cent -Ġin format -Ġin fo -Ġin struct -Ġin her -Ġin ital -Ġin herent -Ġin active -an der -an cy +ed g +ed ip +ct ime +is dir +Ġp t +Ġp al +Ġp ric +Ġp rel +Ġp us +Ġp ng +Ġp ars +Ġp unch +Ġp icks +Ġp rices +Ġp endulum +Ġp orn +Ġp mi +Ġb a +Ġb h +Ġb n +Ġb ra +Ġb iz +Ġb ef +Ġb its +Ġb uff +Ġb read +Ġb by +Ġb oy +Ġb reeds +Ġb bx +Ġb orrow +Ġb ritish +an n +an om +an ding +an ese an iel +00 4 +00 18 +00 32 +00 16 +00 14 +00 76 +00 33 +00 62 +00 19 +00 70 +00 59 +00 87 +00 67 +00 48 +00 73 +00 43 +00 57 +et on +et ed +et ter +et ition +et te +ro un +ro ub +ro ute +ro user +Ġto ol +Ġto ward +Ġto ugh +Ġto ld +Ġto mor ent a ent h -Ġd a -Ġd i -Ġd t -Ġd ce -Ġd ive -Ġd io -Ġd iscrim -Ġd ie -Ġd read -Ġd ouble -Ġd lopen -iz atio -iz arre +ent al +ent ication +ent ially +ent irely Ġ( % Ġ( . -Ġ( { +Ġ( > Ġ( (( Ġ( _, -ode d -es pecially +iz atio +as cal +as Net +Ġ2 93 +Ġ2 200 +Ġ2 784 +Ġ2 949 Ġn W Ġn in Ġn ic +Ġn eat Ġn ight Ġn ud -Ġn av -Ġn erv Ġn ative -Ġb a -Ġb h -Ġb r -Ġb en -Ġb re -Ġb ra -Ġb ran -Ġb uff -Ġb read -Ġb by -Ġb ins -Ġb bx -Ġb ritish -Ġb orrow -Ġb izarre -Ġto po -Ġto ward -Ġto ugh -Ġto ld -Ġto mor -Ġto day -Ġof fer -put ing -put ed -rain ed +Ġn av +ep ar +Ġ[ * +Ġ[ + +pe ctive +pe ople +pe zoid +ic o +ic z +ic an +ic ker +ic ine nd o -Ġse gregate -age d -============ == -am in -am ili -am plitude -Ġe c -Ġe m +layer normal +ag ing +ag ue +ag aret +ur ating +ur bs +ur ious +um h +um ation +um inance +ker board +Ġe g +Ġe ar Ġe ight Ġe arn +Ġe mp Ġe go -Ġe agerly Ġe uclidean -Ġ3 10 +ha ped +ig e +ig ation +ig ating Ġ3 12 Ġ3 64 Ġ3 95 -Ġ3 46 Ġ3 38 -Ġ3 48 Ġ3 86 +Ġ3 09 +Ġ3 53 +Ġ3 48 Ġ3 43 -Ġ3 01 Ġ3 57 Ġ3 81 Ġ3 83 -Ġ3 49 Ġ3 89 +Ġ3 49 Ġ3 180 Ġ3 111 -lf ur -lf ilter -ap py -as cal -ers on +id ends +om ing +om ed +om an +om atic +Ġ[================ ===>........ +============ == Ġre b -Ġre ap -Ġre ce -Ġre train -Ġre act Ġre con +Ġre ap +Ġre ver Ġre ign -Ġre start +Ġre compile +Ġre cor Ġre trained -Ġre lease +Ġre comm Ġre vis -Ġre late -Ġre used -Ġre ceived -Ġre mor -Ġre mot +Ġre act +Ġre ported +Ġre uses Ġre jects -Ġre versible -Ġre levant -um h -um ing -um inance -il s -il ary -il lage -el p -el se -el low -el si -el son -el vin -ct ant -ct ools -et c -et on -ce st -om a -om ing -om ed -om an -om pl -om atic -ig ation -ig uous -ad versarial +Ġre cover +Ġre ceiving +ens ate +ens ible +ens ively +Ġfor th +Ġfor ec +Ġfor wards +Ġfor cing +Ġfor tun +ad vanced +Ġis ol +Ġis ot +ĠT i +ĠT en +ĠT ot +ĠT ran +ĠT oo +ĠT ermin +ĠT imeseries +ĠT racing +ĠT ouvron +ĠT echn +ĠT ruth +Ġtf io +iv er +iv ated +iv ative +ol t +ol on +ol ly +ol ten +ol ling +ol stikh +Ġmodel ling +pl is +pl oring +Ġg lo +Ġg one +Ġg all +Ġg rate +Ġg oogle +Ġg ithub +ul al +ul ing +ul ent +ul ia +res idence +res ources +res haped +() ; +() [- +() *+ +Ġst re +Ġst ran +Ġst ft +Ġst der +Ġst ick +Ġst itch +Ġst reeds +Ġst itched +ot y +ot on +ot ed +ot os +ot ely +ot land +orm at +if us +if iers +.. ...] +igh er +Ġ# #### +ef ow +ef its +ef fnet +Ġdata frames Ġ6 28 Ġ6 96 Ġ6 25 -Ġ6 17 Ġ6 98 Ġ6 56 Ġ6 13 -Ġ6 32 -Ġ6 0000 Ġ6 04 -Ġ6 27 +Ġ6 0000 Ġ6 62 -Ġ6 77 Ġ6 84 -Ġ6 09 Ġ6 86 -Ġ6 05 +Ġ6 80 +Ġ6 77 Ġ6 11 -Ġ6 07 +Ġ6 09 Ġ6 29 -Ġ6 06 -Ġ6 80 Ġ6 000 +Ġ6 07 Ġ6 60 Ġ6 74 Ġ6 31 -Ġ6 58 +Ġ6 01 +Ġ6 06 Ġ6 71 Ġ6 82 -Ġ6 81 Ġ6 89 -Ġ6 69 Ġ6 121 Ġ6 144 Ġ6 211 -id ent -id ends -ure d -one ss -Ġth re -Ġfor th -Ġfor wards -Ġfor tun -Ġtf io -Ġ# #### -iv ide -ple s -ple te +Ġ6 172 +Ġ6 279 +he art +un batch +un ified +un freeze +Ġ4 96 +Ġ4 35 +Ġ4 30 +Ġ4 97 +Ġ4 13 +Ġ4 27 +Ġ4 45 +Ġ4 62 +Ġ4 40 +Ġ4 84 +Ġ4 85 +Ġ4 88 +Ġ4 67 +Ġ4 74 +Ġ4 58 +Ġ4 49 +Ġ4 41 +Ġ4 9216 +ex act +ex cluded +ex ican +di ode +ab out +ab list set up -ĠT i -ĠT en -ĠT ot -ĠT ran -ĠT ech -ĠT racing -ĠT ouvron -ot on -ot ion -ot ed -ot ball -ot land -ot roph +Ġy b +Ġy i +Ġy s +Ġy es +Ġy max +Ġy min +Ġy cb 10 25 10 16 -10 26 10 30 -10 45 +10 26 10 99 +10 45 10 62 10 55 10 85 -10 88 +10 11 10 29 10 60 -10 73 10 71 -10 89 10 51 -50 1 +10 89 +Ġbe er +Ġwith oue +th ese +th irty 50 5 +50 6 50 20 50 26 50 94 50 38 50 40 -50 48 +50 84 50 55 50 77 -50 84 50 47 -50 63 +50 48 50 60 +50 63 50 42 50 74 -50 73 50 58 50 71 50 83 -50 49 50 89 -Ġ\" \")) -Ġ\" )[- -Ġ\" {} -Ġ\" ¿ -Ġ4 35 -Ġ4 96 -Ġ4 97 -Ġ4 13 -Ġ4 27 -Ġ4 62 -Ġ4 40 -Ġ4 84 -Ġ4 85 -Ġ4 88 -Ġ4 67 -Ġ4 74 -Ġ4 58 -Ġ4 41 -Ġ4 160 -Ġ4 640 -Ġ4 9216 -() ; -() [- -ens ate -ens ible -ens ively -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ -Ġis ol -Ġis otroph -ul ent -ul ation -ul ia -Ġmodel ling -Ġh a +50 49 +qu is +Ġas ymmetric +to f +to y Ġh ic Ġh am Ġh ical +Ġh ers Ġh us +Ġh ous Ġh ired Ġh uber Ġh ousing -Ġh inge -Ġh appy -Ġg ate -Ġg all -Ġg rate -Ġg iving -par ent -18 35 -18 17 -18 14 -18 04 -18 99 -18 40 -18 48 -18 37 -18 87 -18 29 -18 57 -ol t -ol ded -ol ten -ol ling -ol stik -sh ing -sh op -sh allow -Ġde vel -Ġde cept -Ġde ci -Ġde cor -Ġde man -Ġde spect -Ġde coding -Ġde lim -Ġde ceived -Ġde struction -Ġde duplicated -\") ] -Ġ5 50 +Ġh uge +int ing +Ġ\" \")) +Ġ\" )[- +Ġ\" ¿ +ist ed +ist ical +ist ers +ist ically +ist emic +ers on +Ġwe bs +Ġwe ather +Ġwe aker Ġ5 90 -Ġ5 98 -Ġ5 78 Ġ5 94 -Ġ5 76 -Ġ5 37 Ġ5 55 +Ġ5 37 +Ġ5 77 Ġ5 87 Ġ5 88 Ġ5 74 @@ -16349,19 +18528,72 @@ sh allow Ġ5 71 Ġ5 61 Ġ5 69 +Ġ5 248 Ġ5 231 Ġ5 943 -90 5 +ial og +ial Constraint +ĠI NN +ĠI NI +ĠI NP +ĠI LSVRC +ĠI rv +pt ed +pt ian +pt cha +par ent +lab V +val ent +val ence +eat her +Ġex cess +Ġex cl +Ġex tern +Ġex cell +Ġex change +Ġex posing +Ġex amine +18 10 +18 35 +18 14 +18 04 +18 99 +18 40 +18 37 +18 29 +18 87 +18 48 +18 57 +Ġx y +Ġx max +Ġl f +Ġl i +Ġl y +Ġl on +Ġl es +Ġl ate +Ġl if +Ġl ies +Ġl ie +Ġl ord +Ġl ingu +Ġl uminance +)) ] +)) ), +)) ). +)) ]) +ran ged +ran nay 90 18 90 15 90 28 90 35 -90 16 -90 93 90 64 +90 16 +90 26 90 95 -90 21 90 84 +90 21 90 85 90 44 90 52 @@ -16370,20 +18602,9 @@ sh allow 90 58 90 71 90 81 -int ing -Ġst ran -Ġst ream -Ġst ances -Ġst ops -Ġst agn -Ġst yl -lab V -if us -ist ed -ist ical -ist em -ist ically -ect ions +per ceiver +per haps +per impose 12 50 12 28 12 20 @@ -16391,173 +18612,204 @@ ect ions 12 24 12 45 12 46 +12 62 12 34 12 85 -12 65 +12 47 12 23 +12 65 +12 48 +12 31 +12 01 +12 72 12 06 -12 02 12 73 -12 72 -12 01 -12 41 12 69 -12 91 -ex act -ex ican -pl is -pl us -ab c -ab out -ab list -ab eled -ab ling -qu is -qu ation -to f -un batch -un ified -un freeze -Ġas ymmetric -th ere -th irty -co ur -co ordin -co urse -co vtype -act Match -act uated +12 41 +ĠC ell +ĠC hen +ĠC lean +ĠC lip +ĠC apt +ĠC AD +ĠC els +ĠC ensus +ĠC rowd +con c +con sider +con lleval +ou rable +ou raged +Ġwh om +label ing +label size +ow ed +ĠA ust +ĠA war +ĠA ctivity +ĠA part +ĠA irplane +ĠA RT +ĠA irtight +ĠA SR +ĠA lex +Ġon d +Ġon ely +Ġon wards +Ġor g +Ġor ding +Ġor ient 15 50 15 35 15 25 -15 26 15 30 +15 26 15 97 15 94 15 95 -15 46 15 99 15 40 -15 48 15 59 15 39 -15 11 -15 29 15 80 +15 47 +15 29 +15 48 15 92 -15 43 15 42 15 31 15 58 +15 43 15 61 -15 89 15 51 +15 89 +pre pared +32 00 +32 50 +32 18 +32 32 +32 16 +32 26 +32 95 +32 45 +32 62 +32 40 +32 55 +32 19 +32 21 +32 80 +32 11 +32 29 +32 07 +32 87 +32 60 +32 79 +32 31 +32 54 +32 43 +32 91 +ĠS um +ĠS ex +ĠS ame +ĠS ign +ĠS mooth +ĠS ignal +ĠS imilar +ĠS PO +ĠS ets +ĠS UM +ĠS quared +ĠS ensitive +ĠS caled +ĠS erialization +ĠS anitize +ĠS ometimes +ĠS tereo +ĠS coped +ĠS NLI +ĠS epar +\") ] +Ġtensor rt +Ġcon tention +Ġcon ference +Ġcon ll +Ġcon junction +pro ach +pro file +pro ved +pro gram +lar d =\" \") -Ġx y -Ġx max -label ing -label size -ran nay -mb er -ow er -ow ed -Ġwe b -Ġwe aker -Ġv a -Ġv e -Ġv o -Ġv q -Ġv ent -Ġv ol -Ġv oc -Ġv ae -Ġv ign -Ġv ert -Ġv ice -Ġv idual -Ġv oice -Ġv ertical -Ġv eh -Ġv ects -Ġv illage -Ġex a -Ġex cess -Ġex ert -Ġex change -Ġex ceed -Ġex amine -Ġwith oue -per ceiver -per haps -Ġl i -Ġl y -Ġl ive -Ġl ies -Ġl ie -Ġl ingu -Ġl uminance -ort s -ort unately ----- - -28 7 -28 90 -28 28 -28 30 -28 32 -28 76 -28 08 -28 99 -28 62 -28 37 -28 67 -28 02 -28 63 -28 60 -28 01 -28 71 -28 61 -28 69 -28 91 -ĠC ast -ĠC lip -ĠC hen -ĠC AD -ĠC annot -ĠC ategory -ĠC ensus -ĠC lean -ĠC aptcha -ĠC rowd -ĠC lient -ĠC loud -ĠC elsi -35 10 -35 50 -35 18 -35 90 -35 12 -35 16 -35 93 -35 78 -35 33 -35 59 -35 70 -35 36 -35 84 -35 86 -35 44 -35 53 -35 73 -35 57 -35 49 -35 91 -20 98 -20 32 -20 76 -20 33 +ke ep +tf ul +arg o +arg er +Ġpre g +Ġpre ction +Ġpre de +Ġpre text +Ġpre cise +Ġan imation +Ġwill ing +ir hos +Ġse gregate +ap pe +Ġim pose +Ġim read +Ġim ports +Ġim db +Ġim plies +Ġim plis +Ġ7 90 +Ġ7 96 +Ġ7 35 +Ġ7 17 +Ġ7 24 +��7 78 +Ġ7 97 +Ġ7 46 +Ġ7 22 +Ġ7 21 +Ġ7 87 +Ġ7 52 +Ġ7 60 +Ġ7 63 +Ġ7 79 +Ġ7 74 +Ġ7 58 +Ġ7 43 +Ġ7 57 +Ġ7 3856 +28 8 +28 90 +28 32 +28 28 +28 14 +28 30 +28 08 +28 76 +28 99 +28 62 +28 37 +28 67 +28 60 +28 63 +28 02 +28 01 +28 06 +28 71 +28 91 +28 61 +28 69 +28 89 +28 480 +py pi +---- - +20 8 +20 9 +20 90 20 46 20 66 -20 70 20 77 20 65 20 53 @@ -16566,12 +18818,11 @@ ort unately 20 57 20 71 20 61 -20 89 20 69 -ck s -ck Block -][ :- -96 1 +20 89 +Ġat ol +Ġat mo +Ġat least 96 3 96 10 96 18 @@ -16579,23 +18830,51 @@ ck Block 96 04 96 46 96 62 -96 38 -96 48 -96 37 96 55 +96 37 96 19 -96 36 96 09 -96 23 -96 44 -96 52 +96 47 96 29 -96 43 +96 44 +96 48 96 79 -96 71 -con sist -con fident -con lleval +96 03 +96 73 +port antly +pat tern +Ġpa ram +Ġpa cker +Ġen ow +Ġen jo +Ġen closing +Ġen hancing +35 10 +35 50 +35 18 +35 90 +35 12 +35 15 +35 98 +35 16 +35 78 +35 93 +35 33 +35 84 +35 70 +35 59 +35 86 +35 77 +35 44 +35 53 +35 73 +35 43 +35 91 +35 49 +ver al +][ :- +25 1 +25 4 25 18 25 25 25 98 @@ -16605,26 +18884,46 @@ con lleval 25 46 25 62 25 40 +25 34 25 77 -25 84 25 11 +25 47 +25 29 25 23 25 44 -25 29 25 74 25 57 -25 61 -25 51 25 91 -pe ople -pe zoid -17 4 -17 8 -17 9 +25 61 +25 89 +Ġ8 18 +Ġ8 64 +Ġ8 14 +Ġ8 30 +Ġ8 93 +Ġ8 04 +Ġ8 99 +Ġ8 33 +Ġ8 55 +Ġ8 70 +Ġ8 59 +Ġ8 23 +Ġ8 65 +Ġ8 48 +Ġ8 42 +Ġ8 74 +Ġ8 54 +Ġ8 72 +Ġ8 81 +Ġ8 61 +Ġ8 51 +Ġ8 89 +Ġ8 2048 +Ġ8 863 +Ġlo l 17 50 -17 16 17 30 -17 76 +17 93 17 46 17 62 17 38 @@ -16633,831 +18932,763 @@ pe zoid 17 77 17 09 17 65 +17 87 +17 63 17 74 17 58 17 71 -17 0498 -der n -Ġ7 35 -Ġ7 96 -Ġ7 17 -Ġ7 24 -Ġ7 97 -Ġ7 78 -Ġ7 46 -Ġ7 22 -Ġ7 09 -Ġ7 52 -Ġ7 63 -Ġ7 60 -Ġ7 43 -Ġ7 74 -Ġ7 58 -pro ach -pro ved -pro gram -pro blem -98 7 -98 00 +able Log 98 50 -98 28 98 20 98 76 -98 27 +98 45 98 46 98 62 -98 38 98 66 -98 39 -98 36 98 86 -98 52 98 29 +98 52 98 63 -98 43 98 73 +98 43 98 57 -98 83 -)) ] -)) ), -)) ]) -)) [: -)) }\") -Ġ8 50 -Ġ8 18 -Ġ8 28 -Ġ8 30 -Ġ8 56 -Ġ8 14 -Ġ8 93 -Ġ8 64 -Ġ8 75 -Ġ8 48 -Ġ8 70 -Ġ8 55 -Ġ8 65 -Ġ8 42 -Ġ8 74 -Ġ8 54 -Ġ8 72 -Ġ8 81 -Ġ8 61 -Ġ8 89 -Ġ8 51 -Ġ8 2048 -ak a -ak es -Ġim b -Ġim pose -Ġim db -Ġim pression -Ġim possible -Ġim plis -vi a -vi des -port ed -Ġ) [:- -In ter -In volutional -ĠA ust -ĠA war -ĠA part -ĠA SC -ĠA RT -ĠA irplane -ĠA SR -ĠA udio -ĠA irtight -ĠA lex -Ġbe er -pat tern -ĠS ep -ĠS um -ĠS ex -ĠS ame -ĠS up -ĠS cal -ĠS mooth -ĠS pect -ĠS PO -ĠS aving -ĠS anitize -ĠS ometimes -ĠS ection -ĠS ensitive -ĠS tereo -ĠS uper -ĠS aturation -ĠS NLI -Ġy b -Ġy i -Ġy s -Ġy es -Ġy max -Ġy min -Ġy cb -ir hos -ri ed -ri Vox -Ġpro s +we ek +we eks +ĠR o +ĠR et +ĠR ad +ĠR eg +ĠR ound +ĠR ept +ĠR outer +ĠR DLogger +ĠR enew +ĠR otate +ĠR TX +Ġsu dd +Ġsu fficient Ġpro po -Ġpro ud -Ġpro babil Ġpro te Ġpro of -Ġpro ven Ġpro ceeds -Ġpro pess -Ġon d -Ġon ely -Ġon wards -Ġen um -Ġen ow -Ġen com -Ġen jo -Ġen force -Ġen forcing -Ġen closing -Ġen hancing -ict ed -res cale -res idence -res ources -ext ents -(\" < -(\" {}\". -(\" ~\"), -Ġsh ol -Ġsh rink -Ġcon tention -Ġcon ference -Ġcon ll -Ġcon struction -ial og -pt ian +ampl itude +Ġ' < +Ġ' ] +Ġ' _ +Ġdef ect +Ġdef ici +Ġpo wers +Ġpo ison +Ġpo lynomial +ff old +In ter +In side +In volutional +eg round +ri ed +ri ef +ri sed +ri ched +ri Vox +ri kes +Ġ) [:- +64 32 +64 20 +64 98 +64 78 +64 56 +64 26 +64 95 +64 76 +64 27 +64 62 +64 37 +64 19 +64 36 +64 23 +64 48 +64 60 +64 02 +64 68 +64 31 +64 72 +64 83 +64 41 +ĠD E +ĠD ate +ĠD type +ĠD os +ĠD ec +ĠD ream +ĠD og +ĠD EP +ĠD rops +ĠD ots +ĠD escription +ĠD ummy +ĠD PG +ĠD rama +ĠD EC +ĠD DPG +ĠD ifferent +ĠD ropPath +ĠD ALL +ĠD enot +ĠD elete +ĠD ialog +Ġres p +Ġres uming +Ġr h +Ġr m +Ġr it +Ġr ation +Ġr ig +Ġr if +Ġr te +Ġr ules +Ġr enew +ach ing +Ġle g +Ġle ts +Ġle tt +Ġle aving +Ġle ga +ext entsion +=( ...) +Ġ+ ++ +its ki +Ġoutput ting +ip ation 16 12 16 17 -16 93 16 13 16 04 16 08 +16 76 +16 99 16 33 16 27 -16 99 16 70 -16 86 16 05 -16 47 +16 000 16 23 16 88 -16 000 -16 92 16 60 -16 03 +16 92 16 57 16 82 16 61 16 357 -form ed -26 10 -26 18 -26 15 -26 30 -26 14 -26 33 -26 27 -26 46 -26 39 -26 09 -26 85 -26 52 -26 06 -26 43 -26 31 -26 82 -26 49 -Ġan imation -Ġacc ord -Ġacc ompl -24 0 +ĠN on +ĠN ame +ĠN ets +ĠN OISE +ĠN VP +ĠN aN +ĠN atural +cess arily +Ġ" . +Ġ" \ +ĠM a +ĠM ode +ĠM AR +ĠM ixed +ĠM emory +ĠM uch +ĠM ark +ĠM akes +ĠM ultimodal +ĠM omentum +ĠM osMedData +ĠM DEmbedding +ĠM athworks +ĠM RB +ĠM exican 24 18 24 17 -24 26 24 24 24 30 24 56 +24 26 24 75 24 08 -24 48 -24 39 +24 76 24 55 +24 39 24 47 -24 65 -24 63 +24 48 24 60 +24 63 +24 01 +Ġal s +Ġal t +Ġal one +Ġal ter +Ġal ike +Ġal location +Ġacc ord +vi ations +Ġcom plement +Ġcom pla +Ġcom ments +Ġcom position +Ġcom edy +ge Network +(\" < +(\" {}\". +(\" ~\"), +ĠF ound +ĠF etch +ĠF latten +ĠF older +ĠF ILENAMES +ĠF oot +ĠF armHash +ĠF ortunately +ĠF LY +ric ity +Ġ10 96 +Ġ10 64 +Ġ10 66 +Ġ10 47 +Ġ10 48 +Ġ10 63 +Ġ10 89 +Ġ10 41 +init ion +14 00 +14 32 +14 20 +14 24 +14 30 +14 56 +14 93 +14 33 +14 40 +14 84 +14 37 +14 19 +14 21 +14 47 +14 29 +14 44 +14 65 +14 88 +14 67 +14 63 +14 79 +14 01 +14 72 +14 57 +14 83 30 4 30 7 30 18 30 35 -30 24 30 56 -30 14 30 13 -30 78 30 62 -30 38 30 66 30 84 +30 39 30 44 30 52 30 53 30 92 -30 43 30 42 30 54 +30 43 30 82 +78 00 +78 10 +78 32 +78 25 +78 98 +78 64 +78 16 +78 14 +78 30 +78 26 +78 75 +78 33 +78 62 +78 59 +78 39 +78 77 +78 05 +78 29 +78 23 +78 65 +78 52 +78 53 +78 67 +78 60 +78 06 +78 71 +78 81 +78 51 +Ġconv er +ind x +ind ustry +]) ` +]) \", +]) ]) +]) }\") +]) [:, +ĠP e +ĠP r +ĠP ol +ĠP ack +ĠP adding +ĠP ert +ĠP op +ĠP ract +ĠP ick +ĠP erm +ĠP arsing +ĠP NEUMONIA +ĠP lan +ĠP ascal 56 18 56 90 56 12 -56 28 56 24 56 30 56 97 56 04 56 76 -56 33 56 99 +56 33 56 62 -56 40 -56 48 +56 84 56 55 56 21 -56 77 -56 84 56 86 -56 65 +56 77 +56 11 56 23 +56 65 56 87 -56 44 56 88 -56 43 56 03 +56 91 56 61 -56 89 56 51 -56 91 -97 28 -97 35 -97 20 -97 17 -97 24 -97 14 -97 13 -97 32 -97 95 -97 99 -97 36 -97 85 -97 47 -97 65 -97 53 -97 88 -97 03 -97 58 -97 49 -97 51 -ter ing -ou rable -ou pling -Ġwh om -Ġwh ites -14 00 -14 24 -14 30 -14 56 -14 93 -14 32 -14 33 -14 40 -14 37 -14 21 -14 19 -14 84 -14 47 -14 44 -14 88 -14 29 -14 80 -14 67 -14 63 -14 72 -able Log -ip ing -ip ation -ip yn -93 8 -93 9 +56 89 +Ġar ithm +Ġar ranged +ution s +ram etric +26 7 +26 10 +26 18 +26 15 +26 14 +26 30 +26 33 +26 27 +26 39 +26 85 +26 09 +26 23 +26 52 +26 31 +26 06 +26 82 +conv olve 93 50 93 96 -93 24 93 14 93 66 -93 21 +93 77 93 85 +93 48 93 43 -93 83 93 324 -ĠR o -ĠR ad -ĠR ound -ĠR ept -ĠR ather -ĠR MSprop -ĠR outer -ĠR enew -ĠR DLogger -ĠR otate -ĠR EVERSE -ĠR TX -Ġ+ ++ -Ġsu ited -Ġsu lfur -layer normal +mo unt +mo ons +Ġsh rink +Ġsh oot +97 7 +97 32 +97 28 +97 20 +97 35 +97 17 +97 16 +97 24 +97 14 +97 13 +97 95 +97 75 +97 08 +97 36 +97 47 +97 23 +97 65 +97 53 +97 48 +97 72 +97 58 +97 51 +97 49 +end ez +Ġne ither +ĠL im +ĠL ive +ĠL imit +ĠL ater +ĠL ooks +ĠL EARNING 13 00 13 50 13 90 13 12 -13 26 +13 32 +13 98 13 14 -13 13 13 78 -13 32 -13 27 +13 13 13 34 -13 19 13 77 13 65 -13 23 13 88 13 67 13 68 -13 31 13 81 -13 49 13 69 -cess arily +13 49 +Ġnot ion +com ment +com pound 300 4 -Ġat mo -Ġat least -conv olve -Ġle tt -Ġle aving -mo ons -Ġ10 96 -Ġ10 64 -Ġ10 66 -Ġ10 48 -Ġ10 47 -Ġ10 63 -Ġ10 41 -Ġ10 89 -78 00 -78 10 -78 25 -78 98 -78 16 -78 26 -78 30 -78 14 -78 64 -78 75 -78 33 -78 62 -78 48 -78 59 -78 39 -78 77 -78 05 -78 65 -78 23 -78 44 -78 52 -78 53 -78 29 -78 06 -78 67 -78 60 -78 71 -78 81 -78 51 -32 00 -32 50 -32 26 -32 32 -32 95 -32 21 -32 19 -32 11 -32 23 -32 79 -32 31 -py pi 94 90 94 20 94 96 -94 56 -94 97 +94 35 94 64 +94 56 94 04 +94 75 94 45 -94 48 -94 37 +94 40 94 84 +94 37 +94 19 +94 86 94 23 -94 43 -94 58 +94 48 +94 74 94 01 +94 43 94 57 -94 71 +94 51 94 83 94 69 -94 51 -di ode -64 20 -64 98 -64 26 -64 56 -64 78 -64 32 -64 95 -64 76 -64 27 -64 62 -64 48 -64 37 -64 19 -64 36 -64 23 -64 02 -64 60 -64 68 -64 31 -64 72 -64 41 -64 61 04 2 04 00 04 10 04 90 04 12 +04 32 04 25 04 17 +04 98 04 13 -04 32 04 95 04 27 +04 45 04 46 -04 48 04 59 -04 84 +04 11 04 05 -04 07 04 23 +04 07 04 52 +04 48 04 63 04 68 04 58 04 81 04 83 04 49 -04 91 -Ġ' < -Ġ' ] -Ġdef ect -75 9 -75 50 -75 12 -75 96 -75 16 -75 97 -75 14 -75 93 -75 33 -75 45 -75 40 -75 39 -75 55 -75 34 -75 86 -75 47 -75 74 -75 31 -75 58 -75 81 -75 83 -75 41 -75 91 -ĠM et -ĠM ust -ĠM od -ĠM AR -ĠM SE -ĠM ixed -ĠM ultimodal -ĠM ols -ĠM osMedData -ĠM DEmbedding -ĠM athworks -ĠM RB -ĠM exican -ĠM akes -ĠN on -ĠN ot -ĠN ets -ĠN atural -ĠN OISE -ĠN VP -ĠN VID -ĠP e -ĠP r -ĠP ack -ĠP ert -ĠP op -ĠP ick -ĠP ract -ĠP lan -ĠP enalty -ĠP arsing -ĠP NEUMONIA -ĠP ascal +def init +back ward +ak a +Ġ32 3 +Ġ32 78 +Ġ32 985 95 10 95 50 95 35 95 26 -95 97 +95 95 +95 33 95 45 -95 48 95 59 95 21 -95 34 -95 19 -95 29 +95 85 +95 48 95 54 -95 31 -95 58 95 71 -95 81 95 91 -and y -and restore -tf ul -Ġcom plement -Ġcom ments -Ġcom posed -Ġcom edy -Ġact ive -Ġact ivity -Ġne ither -âĸĪâĸĪâĸĪâĸĪ | -âĸĪâĸĪâĸĪâĸĪ âĸĪ| -its ki -Ġpa ram -Ġ16 26 +95 81 +75 9 +75 50 +75 12 +75 96 +75 64 +75 16 +75 14 +75 93 +75 97 +75 99 +75 33 +75 45 +75 40 +75 55 +75 34 +75 39 +75 86 +75 47 +75 74 +75 31 +75 58 +75 91 +75 81 +75 41 +Conv L +Conv ersion +Conv erter +pa st +pa rameter +oc r Ġ16 64 +Ġ16 26 Ġ16 33 Ġ16 38 Ġ16 86 Ġ16 06 -ĠI NN -ĠI NP -ĠI LSVRC -ĠI rv -76 2 +Ġde v +Ġde ca +Ġde vel +Ġde man +Ġde ceived +Ġde codes +Ġde viations +art work +art ificial +08 1 +08 2 +08 8 +08 16 +08 14 +08 26 +08 99 +08 27 +08 45 +08 62 +08 22 +08 59 +08 80 +08 77 +08 85 +08 87 +08 31 +08 43 +08 41 +red uced 76 3 -76 50 +76 7 +76 32 76 20 76 25 -76 16 -76 56 +76 64 76 14 -76 32 +76 56 76 94 -76 64 76 76 76 33 -76 22 76 66 +76 22 76 37 +76 59 76 11 76 65 76 87 76 53 76 67 -76 68 76 79 -76 73 76 54 76 72 76 58 +76 73 76 71 76 82 76 81 -we ek -we eks -]) \", -]) ], -]) ]) -]) }\") -]) [:, -ĠD E -ĠD ep -ĠD ate -ĠD og -ĠD rops -ĠD iction -ĠD rama -ĠD PG -ĠD EC -ĠD DPG -ĠD ifferent -ĠD ropPath -ĠD ALL -ĠD enotes -ĠD ivide -ĠD ialog -Ġr h -Ġr m -Ġr it -Ġr ation -Ġr ig -Ġr id -Ġr if -Ġr te -Ġr enew -Ġr isk -08 1 -08 2 -08 8 -08 9 -08 16 -08 26 -08 14 -08 93 -08 45 -08 27 -08 46 -08 99 -08 62 -08 22 -08 59 -08 77 -08 84 -08 09 -08 85 -08 87 -08 80 -08 02 -08 31 -08 41 -Ġres p -Ġres izes -33 6 +len g +len beck +Ġ{ ( +rel ax +ber y +ise conds +âĸĪâĸĪâĸĪâĸĪ | +âĸĪâĸĪâĸĪâĸĪ âĸĪ| +99 90 +99 35 +99 19 +99 11 +99 23 +99 166 +Ġha b +Ġha ven +Ġ64 3 +Ġ64 7 +Ġ64 0000 +Ġ64 128 +33 1 33 10 -33 28 33 35 -33 20 33 17 -33 24 -33 97 33 14 +33 97 33 45 33 46 -33 48 -33 70 33 19 +33 70 33 36 33 47 33 87 -33 43 +33 48 33 79 -33 73 33 72 +33 73 +33 43 33 91 -Ġpre de -Ġpre ction -Ġpre com -Ġpre text -Ġlo l -Ġ32 3 -Ġ32 78 -Ġ32 985 +33 83 +ĠIn ject +ĠIn fo +ĠIn come +ĠG r +ĠG u +ĠG ram +ĠG LU +ĠG ELU +ĠG reat +Ġint act +27 1 +27 50 +27 18 +27 25 +27 16 +27 24 +27 30 +27 26 +27 97 +27 13 +27 75 +27 33 +27 46 +27 19 +27 39 +27 21 +27 29 +27 44 +27 71 +27 49 +27 9706 45 1 45 00 45 10 +45 32 45 96 45 93 -45 32 45 75 45 76 -45 45 +45 99 45 27 +45 45 45 46 -45 99 45 37 +45 34 45 59 45 85 45 11 45 000 -45 43 +45 23 +45 44 45 79 45 54 +45 43 45 41 -che ster -27 50 -27 25 -27 16 -27 26 -27 24 -27 30 -27 97 -27 75 -27 33 -27 46 -27 21 -27 19 -27 44 -27 29 -27 03 -27 49 -27 9706 -Ġal s -Ġal t -Ġal one -Ġal ter -Ġal ike -Ġal though -Ġal location -Conv L -Conv ersion -Conv erter -com ment -com pound +Ġmo bilenet +ĠO ption +ĠO FF +ĠO ptionally +ĠO UAction +Ġ128 00 46 1 46 00 46 18 46 17 +46 64 46 24 +46 78 46 56 46 97 -46 78 -46 64 46 08 46 99 46 38 46 22 -46 59 46 70 +46 59 46 39 46 77 46 11 -46 65 +46 88 46 60 46 68 46 31 -46 72 -46 57 -Ġor g -Ġor ding -99 35 -99 30 -99 97 -99 19 -99 11 -99 23 -99 166 -Ġ{ ( -Ġ{ : -ric ity -ric hed -Ġclass ic -Ġclass ifying -len d -len g -len be -Ġ64 0 -Ġ64 3 -Ġ64 7 -Ġ64 0000 -Ġ64 128 -Ġ128 00 -ĠL u -ĠL ive -ĠL ast -ĠL ike -ĠL EARNING -ĠL abeled +46 72 +46 57 +os ports +str uction +str onom +The Day +us c +us ual +us ma +ĠE nd +ĠE ps +ĠE xt +ĠE ven +ĠE SP +ĠE lse +ĠE ffectively +img aug +Ġ28 00 +Ġ28 78 +Ġ28 33 +Ġ28 36 +Ġ28 74 +Ġ28 01 +Ġ28 72 +Ġ28 73 +Ġ28 81 +Ġun ion +Ġun amb +Ġun compiled +Ġun like +Ġun ify +Ġun clear +Ġun mak +Ġun sign +Ġun optimized +Ġun biased +Ġun usual +constan ts 62 10 -62 35 +62 32 62 20 62 17 62 14 @@ -17466,139 +19697,161 @@ len be 62 36 62 31 62 91 -img aug -ph istic -352 1 -352 2 -352 9 +ĠB est +ĠB log +ĠB ias +ĠB io +ĠB ased +ĠB igger +ĠB BB +ĠB esides +ĠB irds +ĠB eyond +ĠB YOL +sh allow +Net any +so on +so le 38 6 38 10 +38 15 +38 35 38 17 -38 26 -38 56 38 14 +38 26 38 93 38 99 38 62 38 40 -38 48 -38 34 38 84 +38 34 +38 59 +38 80 38 09 38 23 -38 80 -38 92 38 63 -38 41 -38 49 -38 61 +38 92 +38 54 38 91 -ĠThe ir +38 61 +38 49 +38 41 40 12 -40 98 -40 16 -40 13 40 32 +40 28 40 64 +40 16 +40 13 40 33 40 37 -40 59 -40 39 40 34 +40 59 40 63 +40 31 40 72 40 69 -art work -art ificial +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠ +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĊ +Ġpl ug +Ġpl atform +Ġpl ateau +Ġ9 10 +Ġ9 96 +Ġ9 56 +Ġ9 97 +Ġ9 95 +Ġ9 23 +Ġind ent +Ġind ign +Ġind uces +Ġind ustry +352 1 +352 2 +352 9 +log level +log likelihood +work ing +500 8 500 9 500 096 -ĠG r -ĠG ram -ĠG LU -ĠG round -ĠG roup -ĠG CR -ĠG reat -ĠG ELU -ĠF e -ĠF orm -ĠF ill -ĠF ound -ĠF etch -ĠF older -ĠF LY -ĠF ILENAMES -ĠF ortunately -Ġ28 00 -Ġ28 78 -Ġ28 33 -Ġ28 36 -Ġ28 74 -Ġ28 73 -Ġ28 72 -Ġ28 01 -Ġ28 81 -22 00 -22 50 -22 12 -22 15 -22 26 -22 24 -22 93 -22 76 -22 37 -22 29 +ta stic +isc rowd +ib ly +66 15 +66 32 66 28 66 17 -66 26 66 24 66 30 +66 26 66 93 -66 32 66 94 66 76 66 62 +66 84 66 36 +66 86 +66 80 66 77 -66 84 66 09 -66 86 66 52 -66 80 66 74 66 03 66 01 66 71 66 51 -ise conds -pre pared -pa st -pa rameters -Ġnot ion -Ġnot iced -48 1 -48 3 -48 8 -48 00 -48 28 -48 30 -48 32 -48 64 -48 04 -48 75 -48 45 -48 46 -48 48 -48 59 -48 23 -48 67 -48 60 -48 42 -48 31 +22 00 +22 50 +22 12 +22 15 +22 26 +22 93 +22 37 +22 29 +84 32 +84 96 +84 17 +84 56 +84 97 +84 95 +84 99 +84 27 +84 40 +84 22 +84 37 +84 86 +84 11 +84 23 +84 73 +84 464 +55 50 +55 32 +55 96 +55 25 +55 64 +55 30 +55 99 +55 45 +55 34 +55 39 +55 80 +55 85 +55 11 +55 47 +55 29 +55 23 +55 44 +55 89 +55 49 +55 41 Ġi i +Ġi py Ġi ob -Ġby te +Ġwor se +ph one +ph istic +ph otos 37 3 37 7 37 90 @@ -17607,371 +19860,375 @@ pa rameters 37 35 37 17 37 78 +37 94 37 75 37 46 37 39 37 07 37 44 -37 06 37 92 37 31 +37 06 37 41 -ind x -ber y -59 10 -59 50 -59 28 -59 96 -59 30 -59 94 -59 27 -59 11 -59 29 -bo b -bo y -bo ston -cal y +ĠK NN +ĠK hos +ĠK ullback +ĠK ICK +ĠK elvin +Ġimport ing +Ġimport lib +ition ers +ition Padding +Ġget attr +ari o +ari ables +Ġhe at +Ġhe ur +19 90 +19 12 +19 32 +19 96 +19 13 +19 11 +19 29 +70 5 70 9 70 12 70 20 70 96 -70 26 -70 30 70 14 +70 30 +70 26 70 99 70 62 -70 22 70 66 +70 22 70 21 70 77 70 11 70 74 -70 72 70 58 70 69 -Dense Net -Ġ9 10 -Ġ9 96 -Ġ9 97 -Ġ9 95 -Ġ9 23 -Ġso ver -Ġso ci -Ġso lely -Ġso phistic -tr imes -tr uck -plot ter +70 710 Ġ11 13 -str onom -isc rowd +34 7 +34 8 +34 50 +34 18 +34 17 +34 93 +34 95 +34 99 +34 33 +34 27 +34 38 +34 34 +34 31 +34 71 +34 91 +Ġ20 12 +Ġlog p +Ġlog ical +Ġlog det +59 10 +59 50 +59 28 +59 96 +59 35 +59 30 +59 94 +59 27 +59 11 +59 29 +Ġmax izing +mat ic +mat ical +mat show 39 20 39 25 39 98 39 16 39 24 39 14 +39 30 +39 78 39 13 39 94 39 27 +39 21 39 29 -Ġch ances +ant ing +ant ity +Ġch est +Ġch ec Ġch ristian -Ġch ained -55 50 -55 96 -55 25 -55 30 -55 32 -55 45 -55 99 -55 39 -55 34 -55 85 -55 47 -55 11 -55 23 -55 44 -55 29 -55 80 -55 83 -55 41 -55 49 -55 89 -ĠE nd -ĠE ps -ĠE fficient -ĠE xt -ĠE SP -ĠE quation -Ġimport lib -Ġco efficient -Ġco vers -Ġco untry -Ġco herent -Ġco eff -Ġco herence -21 15 -21 99 200 2 200 3 -34 1 -34 50 -34 18 -34 17 -34 93 -34 95 -34 33 -34 27 -34 99 -34 38 -34 34 -34 31 -34 71 -34 91 -34 5678 -so on -so le -so ft -Ġad mission -Ġad verserial -Ġ15 45 -Ġ15 46 -Ġ15 84 -Ġ15 29 -Ġ15 81 -19 12 -19 96 -19 11 +Ġsim ul +Ġsim CLR +Ġsample wise +de vices +Ġbet o +resent ing +21 15 +21 99 +36 32 36 98 36 24 36 97 -36 32 36 62 +36 84 36 59 36 39 -36 34 -36 84 36 52 36 72 36 57 36 51 -us ly -us ual -us ma -us ually -77 00 -77 15 -77 35 -77 96 -77 13 -77 32 -77 04 -77 37 -77 70 -77 39 -77 34 -77 29 -77 31 -77 72 -ĠB est -ĠB io -ĠB oo -ĠB ased -ĠB igger -ĠB BB -ĠB irds -ĠB esides -ĠB ottle -ĠB ava -ĠB YOL -84 96 -84 17 -84 26 -84 56 -84 97 -84 32 -84 64 -84 27 -84 99 -84 40 -84 22 -84 37 -84 11 -84 23 -84 72 -84 464 -for dex -09 26 -09 93 -09 94 -09 27 -09 21 -Ġhe at -Ġhe ur -The Day -os ports -oc r -86 5 -86 7 +tr s +tr imes +clud e +86 1 86 28 86 25 -86 26 86 24 86 30 +86 26 86 97 86 75 86 08 86 99 86 37 -86 59 86 34 +86 59 86 36 +86 80 86 07 86 87 86 52 -86 80 -86 73 86 72 86 58 -86 57 +86 73 +Ġclassif ying +80 6 +80 50 +80 90 +80 64 +80 24 +80 78 +80 93 +80 75 +80 66 +80 55 +80 34 +80 21 +80 77 +80 65 +80 69 +80 1346 +Ġsa fer +Ġsa ys +77 00 +77 15 +77 35 +77 13 +77 04 +77 37 +77 19 +77 70 +77 34 +77 39 +77 29 +77 31 +77 72 +77 91 +plot ter +Ġcall ers +mean ing +Ġ15 45 +Ġ15 46 +Ġ15 84 +Ġ15 29 +Ġ15 81 +85 28 +85 35 +85 26 +85 93 +85 95 +85 27 +85 47 +85 88 +85 79 +85 74 +85 81 +ĠU nder +ĠU ndo +11 35 +11 98 +11 64 +11 93 +11 13 +11 94 +11 19 +11 11 +Ġspecif ications +Ġcol lap 05 8 05 90 -05 35 +05 32 05 96 +05 35 05 16 05 24 05 14 05 93 -05 32 05 94 05 46 05 22 +05 34 05 86 -05 87 05 29 +05 87 +05 88 05 42 05 79 05 31 05 82 05 83 -85 28 -85 35 -85 26 -85 93 -85 95 -85 27 -85 59 -85 88 -85 74 -85 79 -85 81 -85 83 -log dir -log istic -log level -log likelihood -lor er -lor ing +09 90 +09 26 +09 93 +09 27 +09 21 +Ġab y +Ġab lation +Ġinteg rating +Ġso ver +Ġso ftsign +Ġso phistic +Ġup load +Ġrep etitions +Ġrep etition +ert anity 47 00 47 50 47 90 47 28 47 98 -47 26 47 30 -47 76 +47 26 47 08 +47 76 47 27 -47 48 47 21 47 47 47 23 +47 48 47 92 47 43 47 49 -11 50 -11 35 -11 98 -11 93 -11 13 -11 94 -11 19 -11 11 -Ġget attr -Ġun ion -Ġun des -Ġun ivers -Ġun ify -Ġun like -Ġun mak -Ġun optimized -Ġun biased -Ġun usual -ant s -ant ing -ant ity -ant ics -Ġsim ul -Ġsim CLR +Ġwhen ever +ign ant +ca in +ca ptcha +29 18 +29 12 +29 32 +29 25 +29 24 +29 14 +29 56 +29 97 +29 23 +Ġshould n +ĠKeras Tun +ĠTensor board +valu ed +ĠW idth +ĠW ARNING +ĠW ikipedia +ĠW AV +ĠW EA +ĠW rapping +ne ed +ne aker +ox ide +ox ford +ft en +Ġ26 1 +Ġpass ages +AT TR +AT IC +000 7 +000 25 +Ġz ca +Ġz ipob +Ġadd ress +Ġadd itive +Ġadd resses +pon sible +Re current +=' ./ +Ġ13 76 +Ġ13 66 SI RED +ong ly 125 2 125 3 -125 8 +23 10 +23 18 +23 16 +23 78 +23 75 +23 19 +For ce 07 90 -07 35 -07 17 +07 98 +07 30 07 97 07 94 07 04 07 08 -07 45 +07 27 +07 46 +07 38 +07 40 07 22 07 39 +07 36 07 11 -07 43 +07 47 +07 23 07 31 -07 41 +07 43 07 49 +07 41 +44 2 +44 64 +44 24 +44 13 +44 45 +44 46 +44 84 +44 39 +44 44 +44 43 +44 81 65 3 65 7 65 50 65 96 -65 26 65 24 65 30 65 78 +65 26 65 75 65 46 65 36 65 80 -65 43 65 72 +65 43 65 81 65 41 -Ġpo pu -Ġpo wers -Ġpo ison -Ġpo lynomial -Ġ13 16 -Ġ13 30 -Ġ13 76 -Ġ13 66 -23 10 -23 18 -23 20 -23 16 -23 78 -23 75 -23 19 -ĠIn puts -ĠIn ject -ĠIn dex -ĠIn fo -ĠIn come -ĠIn dependent -valu ed -Ġ26 1 87 3 87 00 87 18 @@ -17979,268 +20236,278 @@ valu ed 87 98 87 14 87 27 -87 34 87 19 +87 34 +87 48 87 42 -87 41 87 91 -Net any -118 5 -118 6 -118 7 -44 2 -44 4 -44 24 -44 13 -44 64 -44 45 -44 46 -44 39 -44 47 -44 43 -44 448 +87 41 +urr ing +co ordin +co arse +co vtype +np lanning +Ġprint ing +ier arch +Ġdimension al +Ġencod ded +patch er +ub ility +Ġk v +Ġk ick +get ctime +tain er +row x +Ġcor es +Ġcor rupt +Ġcor ners +��dist urb +Ġdist racted +Ġdist illed +Ġdist ributing 52 10 +52 25 52 17 -52 97 52 14 -Train s -ust ed -gat ive -189 1 -Ġ20 21 -ign al -ign ant -53 10 -53 28 -53 98 -53 26 -53 32 -53 75 -53 76 -53 46 -53 99 -53 19 -53 11 +52 97 88 12 88 20 88 96 88 25 88 98 88 24 -88 13 88 78 +88 13 88 04 88 76 88 46 88 62 88 40 88 84 -88 31 +ĠDef ines +Ġsub word +Ġsub sampling +Ġsub strings +Ġsub sampled +Ġsub lim +Ġsub folder +Ġsub mission +Ġsub folders +Ġfile paths +sample wise Ġâ Ļ¥ï¸ı -Ġint s -Ġint act -Ġint elligence -file list -29 18 -29 12 -29 25 -29 56 -29 97 -29 14 -29 23 -su per -06 8 -06 50 -06 12 -06 28 -06 26 -06 78 -06 94 -06 64 -06 04 -06 08 -06 99 -06 70 -06 39 -06 86 -06 11 -06 80 -06 71 -06 82 -06 83 -06 91 -ĠO FF -ĠO UAction +118 5 +118 6 +118 7 +Ġload er +Ġload mat +lat ents +Se quences +Se veral +unt ion +Ġimplement er +Ġsuper i +wo od +abil istically +189 1 +fn lw +53 10 +53 32 +53 98 +53 75 +53 76 +53 46 +53 19 +53 11 +nn ed +Ġover flow +Ġover head +Ġover writ +Ġover come +Ġover lap +Ġover conf +Ġover rides +Ġover laps +cor pus +cor rupted +Ar t +Ar gument +Ġnew gate +Ġfirst ly +fil m +fil led +fil elist +index ing +ĠH U +ĠH i +ĠH uman +ĠH Box +ĠH orses +ĠH ello +ĠH ousing +ĠH IGH +ĠH aunting +ĠH elp +ĠH olly +Ġqu icker +error s +head er +head ed ---------------- ----- +67 50 +67 18 +67 12 +67 17 +67 64 +67 16 +67 78 +67 56 +67 76 +67 45 +67 40 +67 22 +67 34 +67 44 +67 92 +67 43 +67 41 +48 1 +48 3 +48 32 +48 28 +48 64 +48 30 +48 04 +48 75 +48 45 +48 46 +48 59 +48 23 +48 31 +pect ity +length s +Ġdifferent iate +no f AU FC -head er -Ġfile d -80 50 -80 90 -80 24 -80 93 -80 78 -80 64 -80 75 -80 66 -80 55 -80 21 -80 34 -80 65 -80 1346 -000 3 -000 25 -Ġ27 48 -tensor board -Ġap pre -Ġap plic -Ġap pare -Ġap pending -Ġap pet -fn lw -ĠRe g +ĠV I +ĠV AL +ĠV ariables +Ġj e +Ġj th +Ġj ames +Ġ12 30 +Ġ12 99 +Ġel la +60 6 +60 50 +60 18 +60 15 +60 20 +60 35 +60 25 +60 64 +60 27 +60 37 +60 34 +60 23 +]] ]] +]] ]]) +Ġmat ters +ay ed +ay akpaul +ĠRe compile ĠRe cent +ĠRe use +ĠRe current ĠRe wards ĠRe build -ĠRe verse -ĠRe commended +ĠRe create ĠRe ceiving ĠRe commenderNet -ĠWe ights -Ġbet o -Ġmax izing -67 10 -67 50 -67 18 -67 12 -67 17 -67 16 -67 56 -67 78 -67 64 -67 76 -67 45 -67 40 -67 22 -67 34 -67 44 -67 92 -67 43 -67 41 -176 3 -Ġcont rad -Ġcont ributes -Ġcont ribute -Ġcont radiction -Ġcont iguous -index ing +63 10 +63 90 +63 64 +63 30 +63 78 +63 40 92 50 92 20 +92 64 92 78 -92 27 92 99 -Ġdist ribute -Ġdist urb -Ġdist racted -Ġdist illed -au dios +92 27 +Dataset Creator +Ġ18 00 +Ġ18 35 +Ġ18 08 +Ġ18 33 +Ġ18 70 +Ġ18 21 +ell ing 02 10 +02 90 02 12 +02 32 02 20 02 30 02 13 -02 32 +02 76 02 34 02 36 -Ġ12 30 -Ġ12 99 -Ġ18 00 -Ġ18 35 -Ġ18 08 -Ġ18 33 -Ġ18 70 -Ġ18 21 -Ġsub plot -Ġsub sampling -Ġsub word -Ġsub lim -Ġsub sampled -Ġsub folder -Ġsub mission -Ġsub sic -Ġsub folders -np lanning -wo od -ster y -63 10 -63 90 -63 30 -63 78 -63 64 -60 50 -60 18 -60 15 -60 35 -60 20 -60 25 -60 32 -60 64 -60 27 -60 37 -60 34 -60 23 -Ġbo ols -unt ion -length s -Ġvector ized -Ġsc re -Ġsc aff -ft en -Ġqu adratic -43 90 -43 15 -43 25 -43 98 -43 26 -43 24 -43 93 -43 64 -43 75 -43 45 -43 99 -43 40 +Le cun +Ġtoken ize +cent ric +cent ral +Ġsc rip +Ġwidth s +IN PUT +Ġinter p +Ġinter can +Ġinter face +Ġinter cour +Ex amine +Ġvari ability +Ġvari ances 68 50 -68 97 68 14 68 93 +68 97 68 08 68 33 68 40 -68 19 68 84 -68 06 -ĠH U -ĠH i -ĠH uman -ĠH Box -ĠH ello -ĠH olly -ĠH IGH -ĠH ashing -ĠH aunting -ĠH orses -ĠH elp +68 19 +68 80 +optim al +ĠFor est +uct ural +Ġco arse +Ġneed ing +ept ed +Ġgener ations +Ġcons ult +Ġcons its +Ġcons cient 42 10 42 50 42 15 42 28 42 20 +42 17 42 94 42 37 +42 19 42 34 42 36 -ĠU nder -ĠU ndo +79 10 +79 25 +79 16 +79 24 +79 14 +79 26 +79 11 +Ġfa ith +Ġfa ces 74 1 74 00 74 90 @@ -18251,112 +20518,89 @@ ft en 74 08 74 46 74 40 +74 84 74 37 -74 70 74 19 -74 36 +74 70 +74 86 +74 87 74 92 -79 10 -79 16 -79 26 -79 24 -79 14 -79 11 -Ġpoint ers -Ġpoint wise -IN PUT -IN TER -Ġprint ing -73 10 -73 90 -73 12 -73 35 -73 20 -73 66 -73 19 -Ġro unded -ition ers -ition Padding -54 00 -54 10 -54 18 -54 28 -54 20 -54 16 -54 24 -54 32 -54 46 -54 38 -54 22 -54 11 -54 29 -augment ers -augment ables -gre y -Ġj e -Ġj th -Ġj ames -Ġk v -cent ric -cent ral -ag ue -ag are +Tensor flow +Tensor board +Ġ30 6 +normal izer +normal izing +Ġmin s +Ġmin ds +Ġmin ority +()) }\") +dir names 31 10 31 96 31 97 31 94 -De er -De coding -De Mar -De vlin -De leted -ĠK L -ĠK NN -ĠK hos -ĠK ICK -ĠK elvin -ĠV I -ĠV AL -ĠV ariational -ĠW ill -ĠW idth -ĠW AV -ĠW EA -ĠW ikipedia -Ġla n -Ġla id -Ġla ws -Ġla unch -Ġla mbd -Ġbase lines +und erst 03 90 -03 12 -03 35 03 96 03 16 -03 24 -03 93 03 78 +03 93 03 75 03 76 03 99 03 62 -03 48 +03 66 03 11 +01 10 +01 12 +54 00 +54 10 +54 18 +54 32 +54 28 +54 20 +54 16 +54 24 +54 46 +54 38 +54 22 +54 86 +54 11 +54 29 +54 87 72 18 72 90 72 15 72 25 +72 64 72 13 72 75 72 38 -fil m -Ġab y -Ġab lation -Ġcons ult -Ġcons its -Ġdifferent iate -Lo aded +06 50 +06 12 +06 28 +06 64 +06 78 +06 26 +06 94 +06 04 +06 08 +06 99 +06 70 +06 39 +06 86 +06 80 +06 11 +06 91 +06 115 +augment ers +augment ables +ia o +Res olution +Ġthan k +Ġtrans posed +ĠIm portantly +") ]) 58 2 58 00 58 10 @@ -18364,2200 +20608,2337 @@ Lo aded 58 14 58 27 58 40 +58 55 58 37 58 59 -58 55 58 91 58 1012 -Ġresult ed -Ġresult ant -01 10 -01 12 AN T -patch er -Ġlog p -Ġlog it -Ġlog ical -Ġlog ged -Ġlog det +73 10 +73 90 +73 12 +73 35 +73 66 +Ġdet ectors +Con texts +Con sole +prob lem +prob ablist +Ġ36 9 +Ġ36 00 +Ġ36 97 +PI L +Ġprov en +43 90 +43 15 +43 98 +43 64 +43 93 +43 75 +43 99 +43 45 +43 40 57 00 57 50 57 15 +57 32 57 35 57 17 -57 13 57 78 -57 32 +57 13 57 95 57 38 57 22 57 36 -57 44 57 29 -line arly -Ġmat ters +57 44 +57 31 +Ġte ch +Ġte aches +Ġad mission +Ġad verserial 71 10 71 15 71 35 -71 30 71 14 +71 30 71 93 71 13 71 95 71 19 +LE X +AR OM +fa ir Ġ29 00 -und erst -ween Atoms -ong ly -error s -Ġgener ations -ĠDe cay -ĠDe coders -ĠDe fault -are as -ob e -optim al -Ġtoken ize -ĠRet rieve +Ad ds +Ad just +Ġpoint ing +Ġpoint ed 82 10 82 18 82 28 +82 20 82 17 +82 64 82 16 +82 97 82 13 82 76 82 99 82 34 -ful s -Ġmin s -Ġmin ority +Error s +Ġconfig s +Ġconfig urable +ER PO +ĠImage Caption Ġ17 00 Ġ17 92 -urr ing -urr ence -AR OMAT -Ġ36 9 -Ġ36 00 -Ġ36 97 +Ġcre ep +Ġcre ative +ie ved +Ġ24 00 +Ġ24 32 +Ġatt ack +ĠCon da +ĠCon figure +ĠCon nection +ĠCon fusion +ĠCon trivedModel +ĠCon struction +read er +91 35 +91 98 +91 97 +91 13 +91 95 +Ġformat ting +Ġ40 32 +chitect ures +lib cusparse +lib cusolver +Ġread ers +Ġread out +bo b +bo y +Ġos wald 81 10 81 15 81 17 81 98 81 14 81 93 -mat ical -mat show -mat ched -pect ive -dir names -lib cusparse -lib cusolver -pon sible -Ġel la -Ġfirst ly -Ġover flow -Ġover come -Ġover write -Ġover rides -Ġover riding -Ġover laps -Ġover confident -Ġ40 32 -color bar +ass ani 313 6 313 7 -ĠCom mon -ĠCom putes -Ġcor ners +St olten +Ġro les +Ġpart II +61 98 +61 97 +61 19 +softmax ed +)] ]. +51 98 +51 64 +51 97 +51 13 +51 94 +pol ate sub classing +Ġdi oxide +Ġelse where 83 12 -83 14 83 32 +83 14 83 75 -83 19 -Res olution -Se e -ble s -41 10 -41 14 -41 19 -49 50 -49 90 -49 20 -49 26 -49 93 -erv ing -Ġinter can -Ġinter polates -Ġ19 00 -char acter -Ġos wald -ie w -ie bob -61 98 -61 97 -61 19 +sl c +69 35 +69 26 +69 93 89 00 89 50 89 12 +89 32 89 28 89 96 +89 14 89 30 +89 78 89 56 -89 14 +89 26 89 93 89 13 89 94 89 95 -89 11 89 23 -89 29 -69 35 -69 26 -69 93 -Ġstand alone -51 98 -51 97 -51 13 -51 94 -Ġind ent -Ġind ign -422 3 -Ġ24 00 -Pro ximal -read able -row x -LE X -ell ent -Ġnew gate -91 35 -91 98 -91 97 -91 13 -91 95 -Ġmulti plied -Ġweight ing -Con texts -Con figuration -Con sole -dist ort -sl c +Ġ19 00 +Ġdes pectity +min us Ġ50 6 +Ġ50 8 Ġ50 9 -Ġep s -Ġep istem -Ġdense ly +Ġ[[ - +49 50 +49 90 +49 20 +49 26 +49 93 +To String +te es +ĠSe arch +Pro ximal +Pro babilistic +Activation s +Ġmod ly +Ġmod erate +Ġmod ulate +exp lode +Ġfe ar +ĠConv LSTM +Categorical TruePositives +cre ated +Ġthere by +41 10 +41 64 +41 14 +41 19 +wh ether +wh itening +Ġsome where +Ġback prop +Ġnormal isation +422 3 +Ġ< < +Ġ< __ +dist ort +ac i +Ġoper ating +Ġoper ators +Ġstandard ized +Ġrel ax +Ġrel ations +Ġrel igion +Add itionally +Ġap pare +Ġap pet +Ġap pending +Ġregular ly +De er +De code +De coding +De Mar +De vlin +Ġass iving +Ġass ociate +ĠDe cay +ĠDe convolutional +ĠDe coders +ĠDe convolution +ain s +Ġev et +Ġev olution +Ġcont ributes +Ġcont radiction +Ġ200 9 +ĠSt ep +ĠSt ory +ĠSt ates +ĠSt atLib +ĠSt rikes +su per +Ġcheck s +ĠTh ough +ĠTh ird +Ġshow ed +color bar +AM B +AM S +uc ially Ġ25 90 Ġ25 96 Ġ25 95 -)] ]. -AM B -AM S -Ġfe ar -Ġpart II -exp lorer -Ġread ers -Ġread able -Ġread out -Ġread ily -To Str -Ġthere by -704 2 -labeled Bow -GAN Monitor -ub ility -Ġtensor rt -Ġtensor board +Ġgu y +ĠInt ellig +Ġexpect ations +function s Ġtask ed -Ġline width -Ġline widths -()) }\") -Ġload s -Ġload mat -Ġfilter ing -Ġpass ages -493 3 -Ġatt ack -Add itional -ia o -min format -Ġshow ed -ĠFor est -be havior -serv ing -Ġthan k -ĠAd opt -ĠAd just -ĠAd obe -Ġstandard ized -sc ape +Ġresult ant +GAN Monitor +704 2 +En sures +old ed +old own +Ġsy s +Ġsha ped +Ġdisc o +Ġdisc arding +Ġdisc inting +Ġdisc ouraged +Ġinform ed +Ġ[' ', +Non Padding +Non Neg +SE LU +pen ny +Ġembed s +Ġ42 6496 +'] ). +Ġed ucation +Ġser ver +Ġser ved +Ġser vers \". { -.... ] -Ġ< < -embed ded -ĠKeras Tun -graph y -Ġpresent ation -GE N -ĠSt ack -ĠSt ory -ĠSt ates -ĠSt ick -ĠSt orage +plic ated +ĠLoss AndErrorPrintingCallback +Ġag ents +Ġag gress +cond itional +expand user +Ġver ing +Ġver ification +Ġtra ce +Ġtra ces +Ġtra ged +Ġtra pezoid +Ġsup pose PO S PO RT -PO LATION the e -the y -the less -Ġ200 9 -ĠRes caling -Ġnormal isation -Ġdimens ional -expand user +the m +ĠAppl ying +ĠAppl icable +Ġgre y +GE N +Ġplot ting 196 0 196 1 196 9 -rect ly -St atus -St olten -Ġag ents -Ġag gressive -Ġoper ating -Ġoper ators -Ġ56 92 -latent s -ma jor -pen ny +Ġdep icts +Ġutil izes real ness real istic -\"]) . -Ġwidth s -En sure -Ġwor ry -Ġvari ed -Ġvari ability -Ġvari ances -Ġenco unter -Ġenco dded -ĠCon da -ĠCon fig -ĠCon figure -ĠCon fusion -ĠCon struction -ĠImage Caption -Ġplot ted -Ġ48 23 -Ġtr unk -Ġtr acings +ob e +ob tained +Ġpresent ation +Ġep istemic +Ġ56 92 +ĠStr ucture +ĠStr onger +ĠStr uctural +Ġund es +Ġund oub +Ġ{} \" +Ġ{} !\". +Ġform ed +Ġform ulate +Ġform ulated +Ġform ulas +Ġlong ing +Ġchan ces +Com edy +Com plete +ble m Ġdown scaling -Ġev et -Ġev olution -Non Padding -Ġent ail -Ġful n -Ġcheck ing -Ġph rases -Ġhy per -ĠAp ache -ĠAp pending -ĠAp proach -ĠTo o -Ġexp and -ĠCI HP -TH RES +Ġ48 23 +ĠAdd resses +Lookup s +ĠTF BertModel +linear ly +linear ity +Ġhel d +Ġhel ping +ĠUp Sampling +ĠUp dates +Ġob lig +ĠDataset Creator +comm and +Ġproble matic +:] )) +Ġiter ating +Ġiter ates +Ġposs ess +,)) . +multi ple Ġmor es Ġmor ally -ĠOut puts +At om +Load ed +Ġunder way +Ġunder neath =[\" [ -Ġcontain ed -Ġutil izes -Ġdisc inting -Ġgre y -Ġproble matic +Multi SimilarityLoss +Str ongly +Ġnow here +ĠNeural Style 112 0 112 9 -Iter ator -cond itional -arg o -Ġclo sed -Ex port -Ex amine -Ġver ing -pol ate +ĠJ PG +ĠJ ena +ĠJ edi +ĠJ PEG +ĠJ oz +ĠX AI +ĠX avi +Ġauth entication +Ġeas iest +........ ....] +Checkpoint ing +ĠWh at 250 1 250 6 250 9 -For ce -Ġsimple st -ĠNeural Style -Ġz ipob +Th al +Th ank +Th orp +Vector ize +Vector izing +mn eg +[[ [[ +Ġla id +Ġla ugh +Ġla ws +ĠPre processing +Ġobtain ing +Def ault +Ġ90 3 +Ġdel et +Ġdel usion +Ġdel iber +Ġdel imiter +Ġdel iver +Ġdel ayed +inter section +Ġcomple tely +OV ER +TH RES +ging Layer +wa z +Ġact resses Ġ124 1 -Image Net -Ġund oub -cont roll -cont inuous +Ġline width +Ġline widths +ĠResNet Block +ĠDeep labV +bit resnet +ash Kumar +ash usma +ĠEx act +ĠEx pand +ĠEx ploring Ġ117 0 +Ġclo sed +ccess fully +Ġcomp ensate 014 4 -ĠX AI -Ġedge color -ĠTF BertModel -)} ]\", -)} %.\") -512 3 +IG N +Ġpar sed +Ġreg ime +586 8 +Ġvisual ise 512 4 512 6 512 7 -xt el -ĠAdd ress -ĠAdd itionally -586 0 -586 8 -Ġass iving -Ġfun ctools -Ġsy nchron -Ġnow here -Ġlet s -ĠApply ing -017 3 -017 7 -Ġcustom er -Ġbuffer ing -Ġ90 3 -arch ical -Ġform ed -Ġform ulate -Ġform ulated -Ġform ulas -Ġ{} \" -Ġ{} !\". -cor pus -cor rupted -project s -Ġproject s -Ġproject ing -Ġunder way -Ġcol s -Ġcol lap -ĠSe arch -Load s -Load Status -ĠDeep labV -Ġdis co -comm and -no f -ty pically -Ġiter ate +ĠEfficientNet s +Ġdis abling +ĠUn ion +ĠUn compiled +ĠUn like +ĠUn comment +Ġme et +Ġph rases ĠPro jection -Ġobtain ing -Ġexperiment ing -Ġexperiment ation -linear ity -Ġ61 14 -Ġposs ess -Ġgreat ly -PI L -Ġac ety -Ġac idity -ged y +ĠPro gress +ĠPro jector +Ġextract s +Ġknow ing +ho le +Ġtr uly +Ġoff ense +Ġhand ful +Ġhand ling convert ing -ĠModel s -ĠModel Checkpoint -ier archical -Ġ95 3 -Ġ70 25 -094 0 -094 2 -094 4 -Multi SimilarityLoss -group ed -Ġins ight -Ġsubject s -Ġsubject ive -================================================================================================ ============== -375 9 -Com pare -Com edy -Com puting -Com plete -Global MaxPool -Ġcomp lan -Ġcomp iling -Ġcomp rising -Ġcomp ensate -TR T -TR IC -TR IP -uple s -Ġ126 3 -inter section -Ġlib cusparse -Ġlib cusolver -AD ME -AD Lv -IG N -Vector ize -Vector izing -Ġcre ep -Ġcre ative -Ġvisual ise -Ġvisual ized -ĠEx actMatch -Tensor board -fin a -fin ish -ls alicy -Ġ000 10 -Ġfin ding -Ġfin ds -Ġclip s -part ial -Ġloc ated -199 2 -DE N -UC JY -ĠJ upyter -ĠJ ena -ĠJ edi -ĠJ PEG -Ġ278 4 -Ġdirect ors -Ġ62 25 -ĠSh i -Ġrespect ing -078 3 -078 5 -399 9 -ass ani -emb ers +Ġbel ieved +eff ect +)} ]\", +)} %.\") +017 3 +017 7 +Ġpla ces +Ġpla ying +Ġpla ys +Ġpla nning +Ġpla nned +Ġpres cient +Ġpres umation +(' \"', +tem plate +ĠCustom izing +ĠCustom LearningRateScheduler +ĠCustom Schedule +ĠCustom NonPadding +Ġquant ified ĠQ M ĠQ REmbedding -Ġachie ving -resh aped -direct ories +Ġups caled +Ġlib cusparse +Ġlib cusolver +ĠRGB A +ĠDense Variational +Ġ:] ))) +010 1344 +010 4278 +094 0 +An y An aly An omaly An swer -Augment er -Error s +Ra w +Ġ61 14 +labeled Bow +ĠAd opt +ĠAd just +ĠAd obe +================================================================================================ ============== +group ed +TR L +TR T +TR IC +TR IP +emb ers +Ġext re +Ġext entsion +Ġext ensively +Ġ70 25 +.]] ]]) +224 4 +224 5 +224 7 +224 8 +Ġ95 3 +Ġ126 3 +Ġcent ury +Ġmak sed +Ġtog gle +Ġlimit ing +Ġlimit ation +Ġsubject s +Ġsubject ive +Ġachie ving +375 9 +Al ong +Ġ150 9 Ġopen ed -Ġoff ense -tern al +ĠAr chive +ĠAr chitecture +ĠAr chitectures +Ġparameter ized +AD Lv +Ġsepar ating +iss ing +Ġless er +fo ol +Ġ62 25 +ĠAl ias +ĠAl pha +Ġident ified 135 4 -ho se -ho les -Ġ94 4 -Ġ94 08 -Ġ190 2 +135 320 +DE N +Normal ized Ġ125 4 Ġ125 00 -Ġmonitor ing -Ġrefer ences -Ġups caled -Ġknow s -crop ping -Ġpol it +Ġexperiment ing MultiH ead -Ġ[\" [ -Ġregular ize -Ġregular ly -Ġlimit ing -Ġlimit ation -875 4 -cache d -fp n -multi processing -âĢ Ŀ -848 6 -IT IAL -og rams -dev ices -Ġfit ting -Ġskip ped -ange s -Ġ\", \". -ĠEfficientNet s -Ġpres cient -Ġmak sed -Ġreg ime -Ġreg ister -Ġdecode s -ĠMLP s -Ġcompile d -Ġphilo m -bit resnet -Ġscal ed -Ġscal able -Ġscal ars -ĠText Generator -ĠCal tech -ĠStr ing -ĠStr onger -ĠStr uctural +078 3 +078 5 +Min imalRNNCell +150 4 +Augment er +Ġ94 4 +Ġ94 08 +Ġign or 050 1 -050 4 020 1 -020 9 -814 6 -814 9 +IC LR +Ġ190 2 +Ġproject ing +SV M TF Lite TF DatasetMultiShotMemorySampler -Ġ97 0 -Ġhand led -Ġhand ful -Ġext ensively -Ġsup p -Ġsup pose -Ġsup ports -Ġquant ity -Ġquant ified -........ ] -........ ......] -197 1 -]( / -Ġgr ids +Ġsign s +Ġben chmarks +ĠCal tech +ĠAt ari +ĠMLP s +ĠMLP Block +814 6 +814 9 +cut mix +âĢ Ŀ +Ġfin ding +Ġfin ds +Ġ[\" [ +Ġstat istical +ĠEmbedding s +ĠEmbedding Model +Comput ing +Comput ation +Ġbehavi ors +Ġrank ed +./ :; +199 2 +900 9 +fp n +fin a +fin ish +ru ptions +Ġsl c +Ġdiv ides +Ġdiv ision +Ġdiv erse +Ġcond ens +ĠNo ise +Ġcontin u +Ġcontin ual +Ġcontin ues +875 4 +Custom Object +Zero DCE +are as +jor ity +Ġmix er +ific ially +Ġ\", \". +Ġorig ins +Ġrespect ing +Ġedge color +096 2 +096 3 +720 1 +720 2 +720 3 +720 7 +Trans posed +Trans forms +Trans lated +ict ed +Ġdynam ics +ĠCo la +ĠCo py +ĠPo st +Ġpartic ipation +Ġphilo m +ational GraphConvLayer ĠEn able ĠEn try ĠEn hancement ĠEn sure -Checkpoint LoadStatus +Log gingLayer 095 2 095 5 -095 9 -Call ing -Call backs -sp aniel -Ġtemp orary -Ġsign s -Ġsign ature -Ġpy thon -156 25 -Ġless er -096 2 +Ġ54 29 +part ial +ĠMy Activation +ĠMy Regularizer +ĠMy BiT +Ġassign ing +]( / +be havior +sel ecting +local s +Ġthreshold ed +Ġsat uration +Ġpract ical +Ġpract itioners +Ġ300 8 +Ġstan ces +Ġstan ford +Ġexec ute +Get ting Get Total Get Bond Get BondType Get Atoms Get Neighb Get Sy -Ġcent ury -Ġ300 8 -()` ). +non zero +Ġstack ing +ĠSo ftmax +No Frames +Ġpur ely +Ġ384 000 ĠAda In -Ġhel ping -097 4 +velo city +Ġart ificially +ĠWith out +Ġsym pt +110 5 664 0 664 3 664 7 -Ne ckBlock -SV M -Str ongly +828 7 +828 8 +978 5 +978 8 +Per Row vis ibility -Ġsqu ash -Ġdecay s -Ġorigin s +Ġbreak s +Initial ize +Initial ization +Initial izers +Initial izations +Ġsetup s +ĠBe aut +ĠBe havior +timest ep +timest amps Ġphilosoph ical -110 2 -110 5 -778 0 -778 5 -778 7 -dis count +866 3 +Pos itionalEmbedding +cb a +cb k +dis p dis connected -free zes -iss ing -Ġpri ority +det ector +det erministic +dog mas +Ġ97 0 +Ġspa cing Ġ277 7 -Ġsepar ating -Ġlong ing +ĠRandom Color +ĠRandom Brightness +ĠRandom ResizedCrop +Ġpol it ĠDist racted -ĠUn ion -ĠUn compiled -ĠUn comment -224 4 -224 5 -224 7 -224 8 -826 4 -826 9 -897 1 -897 6 -897 9 -utom atic -Ġmix er -Ġmix es +290 3 +290 6 +290 84464 +710 6 +710 7 +Ġflip s +Ġflip ped +Ġins ight +Ġins ert +Ġbas elines Ġsearch ing -ĠMo st -ĠMo dule -ĠMo ving -ĠMo Co -ĠPo st ĠGraph Conv ĠGraph Generator ĠGraph WGAN ĠGraph Discriminator -026 6 -026 8 -056 2 -056 5 -056 8 -290 3 -290 6 -290 84464 -316 1 -316 6 -316 9 -324 3 -324 4 -324 5 -324 8 -900 4 -900 9 -cb k +Ġcenter ing +826 9 +808 2 +Feature Embedding +Feature Pyramid early stopping eng ine eng ines -Ġmode s -Ġrec ie -prob ablist -ĠPre processing -Ġmini batch -150 1 -150 4 -710 6 -710 7 +ĠCan not +Ġaccess ible +Ġdetermin ant +ĠLog Reg +Ġinvol ve +)` , +400 4 +400 5 +400 90 735 6 735 8 -866 3 +778 0 +778 5 +778 7 FF T -Ġcut out -Ġdynam ics -Ġpartic ipation -098 0 -098 1 -098 3 -098 6 +flip ud +ν ε +Ġauto generated +Ġauto encoders +Ġsol id +Ġsol ely +Ġsol ubility +chem data +Ġinfer ring +Ġsever ity +Ġreset ting +ĠMo st +ĠMo ving +ĠMo lecules +ĠMo Co +Ġappe aran +264 3 +264 6 +264 9 475 1 -893 2 -893 9 -Feature Embedding -Feature Pyramid -Pos itionalEmbedding -Ġsl c -Ġcategor ized -ash Kumar -ash usma +doc ker +doc ument +doc uments +gre y +ependent Normal +Ġref ined Ġglob ally -Ġ54 29 +integ ration +ĠIter able +ĠIgn ore +ĠCh oose Ġanomal ous -LayerN orma -Ġhash ing -Ġident ically -Ġident ified -Ġassign ing -064 0 -064 5 -064 6 -064 9 -400 4 -400 5 -400 90 -624 0 -624 2 -624 8 -764 0 +Ġsem inal +ĠRep resentations +ĠFirst ly +Ġspeed up +027 1 +027 9 764 3 764 6 764 9 -sim siam -Ġsol ubility -Ġ384 000 -Ġher ed -Ġexist s -027 1 -325 4 -878 0 -878 5 -878 8 -local s -Ġsem inal -Ġsem antics -ĠCo la -ĠAl low -ĠAl ternatively -ĠRandom Color -ĠRandom Brightness -ĠRandom ResizedCrop +Pl us +ov itski +Ġcut out +Ġsuff ers +Ġdec ided Ġperm utation Ġperm utations -Ġcorrect ness -([\" [ +Requ ires +bool s +Ġrout ine +064 5 +064 6 +026 6 +026 8 +055 4 +055 8 430 1 430 6 +430 8 430 17 -898 0 -898 4 Be low -Normal ize -Normal ized -Sh ip -Sh owing -Text Generator -Zero DCE -air plane -lim its -Ġautom ated -Ġautom obile -Ġ150 9 -Ġrel ations -Ġrel igion -Ġstack ing -Ġmod ly -Ġmod ify -Ġmod ifies -Ġmod ifications -Require ments -Ġrout ine -Ġdetermin ant -024 3 -896 5 -896 9 -924 2 -924 6 -bound aries -lin ux -mer ged -mer ging -deep chem +ι á½° +ÏĦ ε +ĠÎ ± +ĠÎ ³ +ĠÎ » +ĠÎ ¿ +Ġens ures +charact er +Ġvar ied +ici ated +urs ive +Ġher ed +Ġexpl ict +Ġexpl oratory +Ġunf olded deep mind -ĠCO LMAP -ĠCO MP -ĠCh oice -ĠCh oose -Ġsuff ers -Ġsuff ix -ĠPoint wise -)` . -028 3 -055 4 -055 8 -235 4 -235 5 +deep chemdata +Ġcorrect ness +ĠâĢ ĸ +ĠâĢ ľ +Ġcoun try +056 2 +056 5 +056 8 +197 1 +228 25 730 9 -824 1 -824 2 -824 8 950 3 950 4 950 5 +=> ....] Label s -flip ud -Ġtri ed -Ġop posed -Ġ82 783 -ĠDense Variational -spec ial -Ġmeasure s -(' \"', -298 3 -298 9 -397 4 -397 8 -817 1 -817 7 -817 9 -998 1 -Per Row -Trans forms -Trans lated -Visual ization +ĠY ann +Ġslow ing +ĠCent er +([\" [ +Require ments +/* \"))) +028 3 +235 4 +235 5 +897 1 +897 6 +876 5 +Mask s +Text Generator Visual izer +act uated bar wad -gu ide -olog ies -Ġtra pezoid -Ġbl ur -Ġref ined -ĠPatch Merging -cycle gan -ĠFNet Encoder -ĠFNet Decoder -ĠFirst ly +fra ud +her ent +her ence +Ġtri ed +Ġtri angle +Ġcategor ial +Ġinstr uct +Ġinstr ument +Ġcontrast y +Ġ82 783 +Ġprop ess +944 153 Ġcost s -Ġsubclass ing -ĠVal ues +assign ments +ĠQu estion +ĠPoint wise +896 5 +896 9 +IA BLE +MLP MixerLayer +á¼ µ +allow able +Ġthough ts +Ġdeg rad +ĠCor a +ĠCor rect +ĠCor nell +ĠCor ruptions +project s +ĠDisplay Outputs +Ġuniform ly +Ġstateful ly +Transfer ing Ġpopular ly -433 8 -445 2 -445 4 -445 7 -445 9 -697 0 -756 0 -756 1 -756 4 -756 9 +Ġappropri ately +024 3 +034 2 +034 8 +726 9 708 2 708 4 708 5 -856 6 -856 9999 -MLP MixerLayer +817 1 +817 7 +817 9 +878 0 +878 5 +878 8 +GRU Cell Qu ran Qu ery -aut y -Ġpract itioners -Ġinf lating -Ġdiv ergence -Ġdiv ides -Ġdiv iding -Ġdiv erse -ational GraphConvLayer -Ġbal ance +Sh ip +Sh owing +Time Decay +go od +lin ux +Ġpr iv +Ġpr ints Ġbal ancing -Ġsever ity -Ġdes ir -Ġvers a -ĠChem istry -ĠEmbedding s -ĠEmbedding Model -Ġjitter ing -ĠToken Embedding -Ġexplo it -Ġexplo its -Ġbelie ved -rupt ions +Ġreason ably +Ġho od +ĠCO MP +ĠCO LMAP +ĠRun nable +ĠFNet Encoder +ĠFNet Decoder +ĠPatch Merging +main ly +Ġcopy right +Token Loss +Deep Lab 025 9 -378 0 -378 8 -456 0 -456 2 -456 5 -726 4 -726 9 +445 2 +445 4 +445 7 +445 9 +528 2 +528 5 +620 8 775 4 775 7 775 9 745 2 745 7 745 9 -770 2 -770 5 -800 4 -800 7 -997 5 -997 6 -997 7 -Ap p -Hy perparameter -Meth od -fe a -Ġfo ot -Ġfo ol -Ġfo od -Ġden ote -Ġden oising -Ġthough ts -Ġgu y -ĠDisplay Out +746 0 +746 1 +856 6 +856 9999 +α ί +ε Ïģά +Ġoccu py +Ġoccu pation +Ġfro g +Ġfree zing +Ġflatten ing +ety ls +Ġ208 61480 +ĠChem istry +ĠAuto contrast Ġpost ive -Ġcontrast y -subject s -Ġrequire ment +ĠMulti ple +ĠMulti WorkerMirroredStrategy +133 62 +Ġjitter ing +ĠToken Embedding +ĠAdam W +ĠAdam ax Ġcondition ally -066 0 -066 9 -034 2 296 2 296 6 296 7 -328 7 -330 2 -330 4 -330 5 -330 9 +433 8 +824 2 +Ch ar +Metric Layer +Pa rams +Pa rameters +Pa rametric +SC AN +cr istian +hash er +ool s +Ġaccu rately +stat istics +Ġvis its +Ġvis ibility +Ġvis ited +Ġvis iting +Ġ133 8 +Ġobser vations +Ġcou pling +Ġbit wise +Ġbit resnet +Ġbro ad +Ġbro ther +cycle gan +LayerN orma +Import ing +Import ant +subject s +Ġsyn thes +Ġsyn thesis +Ġparallel ization +Ġdescrib e +076 1 +076 2 +076 6 +076 8 +066 0 +066 9 +220 4 +220 9 +428 8 437 0 437 3 -596 1 -596 5 -596 7 -724 2 -724 8 -724 9 -746 0 -746 1 +750 2 +750 5 +750 6 +728 0 +728 4 +728 6 +728 7 +756 0 +756 1 +756 9 850 1 850 3 850 4 -838 0 -838 3 -838 9 +877 3 +877 4 +AS R Float List NOR E Patch Embedding Patch Encoder Patch Extract PRO PORT -SC AN -cut mix -kn ow -kn owledge +Spatial Pyramid }% .\") Ġ120 8 -Ġ133 8 -Ġserv ing -Ġserv ed -Ġserv ers -lan oma -Ġsec urity +Ġden ote +Ġprom ise +Ġprom ising +Ġpick ing 353 45 -ĠMy BiT -Ġiss ues -bool s +170 500096 +Ġrespon se Ġ`( ..., -Deep Lab -Ġsym pt +Ġdeterm ination +038 1 +038 3 +038 4 +038 9 +077 1 130 1 130 9 +275 3 +330 2 +330 4 +330 5 +330 9 346 2 346 5 346 6 346 7 346 8 -498 8 478 3 478 5 478 6 478 7 478 9 -593 4 -593 8 +456 0 +456 2 +456 5 +596 5 +596 6 +596 7 +628 9 +790 1 +790 3 +725 1 +725 2 +725 9 738 0 738 9 -748 3 -748 4 -748 6 -748 7 -Num py -Num Py +838 0 +838 3 +838 9 +924 2 +924 6 +956 6 +997 5 +997 6 +997 7 Target s -allow able -stat istics +aa aa +ο á¼µ Ġ115 4 -Ġ197 0 -Ġ197 4 -Ġcou pling -Ġinfer ring -133 62 -Ġrespon se +Ġmixed up +Ġask ing +Ġexport ing +cons istent +Ġannot ating ĠRetinaNet Loss ĠRetinaNet BoxLoss ĠRetinaNet ClassificationLoss -Ġindic ating -Ġtranslation al -Token Loss -assign ments +ĠVariable Selection +Ġcare fully +Compute Sum 037 0 037 7 -275 3 -464 0 -464 7 +378 0 +378 3 +378 8 550 2 550 7 550 8 -548 6 -678 4 -678 9 -790 1 -790 3 737 1 737 9 -830 8 -956 6 -Class es -Display s +770 2 +770 5 +845 3 +845 4 +845 7 +845 8 +990 3 +990 9 Pixel ConvLayer Pixel ConvL Transformer Encoder -dog mas -go od -hy dro qq q -Ġ156 8 -Ġsm al -Ġsur f +Ïģ ι +Ïģ ονÏĦ Ġsur pass Ġsur pr -Ġocc upation -Ġocc urrence -Ġpr inc -Ġplay s -Ġplay ing -Ġreason ably -Ġdel iber -Initial ize -Initial izations -ĠAt ari +Ġ156 8 +Ġport en +Ġbl ur +Ġ235 6480 +Ġrem or +Ġrem inder +Ġrem otely +Ġreach ing +Ġgrad ual +Ġstrip ping +Ġhuman ity +ĠIPython Console +Ġexception s ĠSiamese Model +Ġconstan cy ĠMix ing +Ġaccept ed +rele ase ĠGNN s ĠGNN NodeClassifier -Ġuniform ly -Ġappe ared -Ġappe aran +ĠOver view +Ġsimpl ifies +Ġsoft plus ĠTransformerEncoder Block -Ġspecif ies -Ġcollect s -Ġrank ing -ĠIPython Console -038 1 -038 3 -038 9 +POIN T 065 3 065 7 -198 3 -198 6 -198 9 -398 7 -326 0 -393 3 -393 8 -424 2 -424 5 -424 6 -424 7 -424 8 -448 1 -448 4 -597 0 -597 2 -628 9 -698 7 -698 9 -700 3 -700 4 -700 7 -700 8 -796 1 -796 5 -736 3 -990 3 -990 9 -926 4 -926 7 -Ch anges +420 2 +420 4 +420 7 +686 5 +686 7 +830 8 DI SC -Squ adExample -hes is -Ġfro g -Ġhuman ity -Ġask ing -Ġvis ited -Ġvis ibility -Ġvis iting +KL Y +Loc ation +Loc ally +div idends +gain s +mak ing +Ġvert ices +Ġ164 48 +Ġ145 2 +Ġfan tastic +Ġinvert ible +Ġhard er +ĠCI HP ĠClass ify -ĠAuto contrast -Ġannot ating -Ġsug ar +ĠCheck points +cont rolling +cont inuous +ĠAss ign +ĠAss uming +ĠDepth Estimation +Ġconvnet s ĠRead y -Ġsuperi or -Ġworkflow s -POIN T -Ġapproxim ates -Ġparallel ization -Ġuncert anity -076 2 -076 8 -278 0 -278 3 -233 8 -233 9 +Ġincrement al +Ġmechan ics +Ġmechan isms +075 7 +075 9 +068 2 +068 3 237 1 237 2 237 4 237 9 -317 0 -317 7 -317 8 +390 1 345 9 450 2 450 7 -496 1 -496 5 -496 8 +464 7 408 0 408 6 408 8 -427 2 446 0 446 2 446 8 -528 2 -528 5 -517 0 -517 7 578 3 578 5 578 7 578 9 -656 3 -656 7 -656 8 -686 5 -750 2 -750 5 -750 6 -798 0 -798 1 -798 3 -798 9 +546 0 +546 1 +544 2 +544 4 +624 2 +678 9 +697 0 +655 4 +655 5 +724 2 +724 9 747 2 747 9 -828 7 -864 6 886 0 886 5 886 8 -No Frames +ELU s Ops Set +Self Trainer +Simple Dense +bott le dl checkpoint +fe a +hy dro +lim its xy wh }/ { -ĠY our -stic hed -Ġfall s -Ġfall back -Ġsens itive -Ġcare fully -Ġmixed up -Ġ275 4 -Ġbit wise -Ġbit resnet -ĠTh ough -Ġaccept s -ĠMulti ple -ĠMulti ply -ĠMulti HeadAttention -ĠBe havior -ĠBe auty -ĠLog Reg -Ġcorrupt ion +Ġround ed +Ġtw ist +Ġ275 4 +Ġ307 2 +ĠCategorical TruePositives +ĠSpatial ConsistencyLoss +Ġconstrain ed Residual Block -Self Trainer ĠTransformerDecoder Block -ĠProject or -Ġpreserv ed -Ġregard less -ĠMasked Autoencoder +ĠDecode Predictions +Ġcontem pt +Ġcontem ption +efficientnet b +ĠMasked Auto ĠMasked TextGenerator -Ġpicture s -075 5 -075 7 -075 9 -297 0 -297 2 -297 7 +/*\")) )[ +Ġoccur s +Ġoccur ring +Repeat edly +ĠTransfer able +({ " +033 1 +033 4 +033 7 +233 8 +233 9 +350 3 +350 8 364 7 -524 1 -524 5 -556 4 -556 5 -556 8 -556 9 -546 0 -546 1 +520 5 +520 9 690 1 690 3 690 4 690 8 +656 3 +656 7 +656 8 676 2 676 3 -728 6 -728 7 -845 7 -845 8 -845 9 +700 4 +700 7 +700 8 +864 6 CC C +My Model +My Object +Sub classed dat aloader -li ge -mak ing -timestam ps -Ġtw ist +pr inc +sat uration +sat urating +sim siam Ġtalk ing -Ġ164 48 -Ġ145 2 +Ġtrick y +Ġschem es +Ġfall s +Ġcr ut Ġ234 10 -Ġ307 2 -Ġrep etitions Ġgrow ing -inte gration -Ġexec ut ĠCCT Tokenizer -Ġconnect ivity -ĠDepth wise -ĠDepth Estimation +ĠRefer enced +ĠLabel ed +ĠInter section ĠGated LinearUnit -ĠBert Word ĠBert Tokenizer +ĠBert Word ĠBert Config -ĠInt elligence -Ġobserv ations -Compile d -ĠQu estion -Ġdescrib e -033 1 -033 4 -033 7 -350 3 -350 8 -390 1 +ĠHT TP +ĠConvolution s +297 0 +297 2 +297 7 376 6 -426 4 -598 1 -598 4 -526 7 -530 1 -530 8 +366 1 +366 3 +366 6 +484 2 +484 8 +434 9 +564 3 +564 4 +556 5 +556 8 +556 9 575 2 +576 9 +576 1169 608 6 608 7 -655 4 -655 5 -717 8 -733 8 -733 9 -727 0 -727 2 -727 9 -At om +638 3 +638 6 +638 9 +796 5 +884 2 +884 4 +884 7 +884 9 +855 2 +855 3 +855 8 +855 9 GR N -How ever Mo lecule Mol sToGridImage +Sw in +dif f +dif ferent +free zing +free zes +hand led +hand writing +ij kl kaggle catsanddogs -ox ford -Ġpl aces -Ġpl aced -Ġpla in -Ġpla nning -Ġprom ise -Ġprom ising -Ġport en -Ġport ion -Ġmechan isms -Ġindu ces -annot ated +scal ar +Ġac idity +Ġac etyls +review s +Ġfra c +Ġfra zier +Ġdir path +Ġdir name +pop ulated +Ġstri ct Ġhum ans -Ġexc l -Ġexc iting -Ġexc itation -Ġexc ellent -Ġextent sion -ĠCurrent ly -cons ider +Ġliter al +Ġliter ally +ĠCl ient ĠST EP -Ġconstruct or Ġant itus ĠNER Model ĠLib riVox -Ġcolo urs -ĠâĢ ĸ -ĠâĢ ľ -Ġscen ario -Ġrot ating +Convert ed +Ġattem pt +Compile d TFRecord Writer -293 2 -366 1 -366 3 -366 6 -428 8 -497 1 -497 4 -497 5 +Ġbroadcast ing +Ġbroadcast ed +425 2 +404 1 +404 3 +404 5 +526 7 +597 0 +597 2 538 0 538 4 538 9 -537 4 584 1 584 9 -617 0 -617 9 -630 8 -638 0 -638 3 -638 6 -638 9 +537 4 670 3 -793 3 -793 8 -804 1 +680 2 +680 6 +733 8 +733 9 +800 4 +800 7 +890 1 +890 4 +890 8 846 2 846 8 -884 2 -884 4 -884 7 -884 9 +840 3 +840 9 885 2 885 7 -996 1 -996 5 -927 0 -927 2 -927 9 -Ab out -Rep eated -Run ning -Th al -Th ank -cr istian -dif f -fort unately -gain s +920 1 +920 5 +920 6 +925 3 +925 9 +RetinaNet Loss +RetinaNet BoxLoss +RetinaNet ClassificationLoss +cell s +del im jitter ing -non zero -satur ation -satur ating -hed ness +sp ired +sp aniel +Ġimag ine +Ġri se +===> ................ +===> ......] Ġast of +separable conv Ġ146 5 Ġcar ry Ġcar ried -Ġcir cle -rout e Ġdr iving -Ġdir path -Ġdir name -Ġexport ed -][: :- -ĠSpatial ConsistencyLoss +Ġder ived +Ġder ivative +Ġdest ruction +Ġmis underst +Ġmagn itudes +annot ated +ĠSelf Trainer ĠSimilarity Model -Ġdefinit e -Ġdefinit ions -Ġmoder ate +Ġpain ful +][: :- +Ġstrug g +ĠGC P +ĠGC RMSprop Read ers -ĠDecode Predictions +Ġsubtract s +Ġminim a ĠContrastive Model -ĠSelf Trainer +Ġreconstruct s +Ġapproxim ates Ġincorpor ated Ġincorpor ates -RetinaNet Loss -RetinaNet BoxLoss -RetinaNet ClassificationLoss -030 4 -193 2 -193 6 -193 8 -193 9 -404 1 -404 3 -404 5 +Ġcouple d +067 1 +278 0 +278 3 +424 2 +424 5 +424 6 438 5 470 7 -576 9 +486 0 +486 7 +525 4 +525 7 +525 9 545 4 585 2 585 3 -544 2 -544 4 -693 4 -693 9 -675 1 +626 3 637 0 637 3 637 4 -890 1 -890 8 -855 2 -855 3 -855 8 +804 1 +RE C +RE ADME Supervised ContrastiveLoss +]} \ +]} ] +brid ization feed forward mm ol -mor ality -pr inc -Ġfra zier -Ġflip s -Ġflip ped -Ġsw ap -Ġschem es -Ġmot ive -Ġmot ivated -Ġmagnitu des -Ġwon der -ane se +Ġtrim med +Ġspo t +Ġmon oton +Ġbool s Ġeurope an -Ġreach ing -Ġ524 800 -Ġexclu s -Ġexclu ded -Ġexcept ions -Ġliter al -Ġliter ally -ĠAss ign -ĠAss uming -Ġbegin ning +ĠCallback Eval +ĠSc ans +ĠSc ott +ĠSc otland +ĠSimple RNN Ġanimal s -Convert ed +Ġresha ping +Ġresha pes +Ġacceler ation +Ġacceler ators +Ġcompreh ension +Ġcompreh ensible ĠFeature Pyramid -Ġcho ices +ĠGener ally +track ed Ġchallen ges -Ġadv anced Ġdistort ing -INIT IAL ĠVector Quantizer -ĠVariable Selection -ĠAdam W -Ġtrunc ate -brid ization -Ġexplor atory +ĠVisual ization +ĠVisual izations +ĠVAE s +Ġjo ints +Ġjo bs +INIT IAL +Ġtranscription s +ĠWhere as ĠCalcul ates -Ġdeterm ination -ĠRepresent ations -417 3 -417 8 -417 9 +Ġengine ering +environ ment +Ġalphanum erical +030 2 +030 4 +477 7 +477 91 +633 1 +633 4 +633 8 +684 1 +684 2 685 4 685 7 687 9 722 1 722 2 722 9 -822 1 -822 2 -822 9 870 2 -806 9 -917 3 -917 7 -EX AMPLE +926 7 +Do es KEY POINT NA B -RE ADME -glo rot -hand writing -}: \") +Sha red +som etimes Ġrom ance Ġrom antic -Ġri se -Ġple asure -Ġmis leading -Ġmis underst -Ġmed ia -Ġder ived +Ġsm al +Ġsm art +Ġsm uth +Ġshe ar Ġdoub t -Ġ426 496 -Ġgather ed -Ġdep icts -Ġstat istical -Ġstraight forward -ĠCor a -ĠCor nell -ĠCor ruptions -ĠSc ans -ĠSc otland -Ġaccur ately -Ġcompreh ension -Ġcompreh ensible -Ġconven ience +Ġmot ive +Ġmot ivated +Ġinher it +Ġinher ent +Ġple asure +ilit ity +ĠCol or +ĠCol ormap +ĠCol laborative +Ġouter most +ĠAp ache +ĠAp proach +ĠAdapt ation +Ġsec urity +ĠRel ated +ĠRel ationalGraphConvLayer +Ġsugg est +ĠDet ection +ĠDet erm ĠDown sampling -indic ating -Ġsubsequent ly -ĠUps ampling -ĠVisual ization -Ġassoc iate -Ġmetaph ysics -ĠSpecif y +Ġresample d +ĠMol FromSmiles +ĠMol sToGridImage +ĠMetric LoggingLayer +ĠPy Dot +Ġintu itively +osh op +Ġcolo urs +Ġtransl ate +Ġtransl ational +ĠCont radictory +Ġlack s +Ġrestrict s +Ġrestrict ing +Ġrestrict ed +Ġregister ing +0107 0027 Ġinflu ences -Ġreproduc ible +Ġmetaph ysics +Ġswitch ing +Ġconvenient ly Ġprofound ly -012 345678 -684 1 -684 2 -688 0 -688 1 -930 8 -Ada In -Pa rams -Pa rameters -div idends +524 1 +524 5 +820 6 +822 1 +822 2 +822 9 +Cr ucially +deta il friend ly +mor ality +pers ons +pers istent +sm art sy mbol -Ġign or +λ θ +á¾½ , ĠZero DCE -inc rement -Ġche ap -Ġche cker -Ġche minformat -Ġmer ging -Ġbro ad -Ġbro ther -Ġbenchmark s -ilit ity -redu ced +Ġexclud es +Ġexclud ed perform ing -Ġlack s -ĠSqu ared -ĠRel ated -ĠRel ationalGraphConvLayer -ĠDo sov -ĠDet erm -ĠDet ection -ĠLabel s -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĊ -ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĊ -ĠFo otball +Ġretain ed +ĠRest ing +ĠDNN s +Ġstreng tion +ĠFashion MNIST +ĠLR Schedule +Ġdecor ated ĠEd itDistance ĠEd geNetwork +ĠEarlyStopping AtMinLoss +ĠBa va ĠBig Transfer -Ġstreng tion -Ġintu itively +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĊ +ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠĠĠĠĠĠĠĠĠĠĠĠĊ +Resize Method Ġmanif est -Ġreconstruct s -Ġhybrid ization -Ġzoom ed +ĠComput es +Standard izing +Standard izedConv +Ġcommun ication +Ġcommun icate +Ġscenari o +Perform ing +=>................ ] +New ton Neural Decision -/*\") ))[ -/*\") ))[: +Chan ges +Ġhybrid ization +ĠTemporal Softmax ResidualB loc +EXAMP LE +Ġoccasion ally +012 3456 062 2 +276 3 +276 9 238 4 -434 9 -525 7 -525 9 -559 1 -633 1 -633 8 +414 2135 +530 1 +530 7 +540 3 887 1 887 2 -925 3 -925 9 +Ada In FNet Layer Mel Spec Sim Siam -pers ons -pers istent tor ch -yc ott -Ġtimestam p -environ ment -select ing -Ġcr ut -Ġcell s +ÎŃ Î½ +ÎŃ ÏĨ +ĠÏĦ ι +==> ................ +separ ator Ġpra ise -Ġplat form -Ġmidd le -angle s anomal ous -Ġdat at -Ġdat aclass -Ġemp lo -Ġemp loy -Ġemp irical -Ġreshap ing -Ġ\"- \"] -Ġhar ms -Ġhar der +0060 5625 +Ġ332 16 +Ġ[======================== =>....] +ĠText Generator +diag ram Ġhot el -Ġdetector s -Ġstre eds -acter Table -2528 2 -170 500096 -Ġretrie ved -Install ing +Ġ\"- \"] +Ġexc iting +Ġexc itation +Ġexagger ated ĠArt istic ĠArt works ĠArt ificial +Ġimp ression +2528 2 +Install ing +Ġrational e (\"- \") (\".\") [ (\".\") [- -Ġacceler ator -Ġacceler ators -ĠRest ing -ĠRest ore -diag ram -ĠMol FromSmiles -vert ical -ĠDes cription -ĠDes ired -Ġrational e -Ġprefer red -Ġprefer ably ĠFin dings ĠFEATUR ES -ĠBenchmark ing -ĠInter section -ĠRefer enced -ĠHum ans -Ġjo ints -ĠVAE s +ĠFollow ing +Ġdecom position +ĠELU s +Ġperf ect +ĠKe ys +Ġmaxim ized +Ġmaxim izes +Ġcollect s Ġabstract s -Ġminim a -Resize Method +ĠHo chre +ĠHum ans +Ġinterpol ate +Ġinterpol ates +Ġfav ourable +Ġfacilit ates +Ġdiag ram ĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠĠ ĠĠ -ĠCont rol -ĠCont radictory -Ġphys ical +Ġdirector s +Ġevent ually +Ġguaran tees +Ġpossib ly +Ġpossib ilitity ĠNeuralDecision Forest -Ġdisable d -Pyramid Pooling -Ġhandwrit ing -New ton -Perform ing -Perform ance -Ġinvert ible -Ġoccasion ally -Char acters -Char acter +Ġexplo it +Ġexplo its +Ġphys ical +ĠRepresentation Learner +ĠQuant um +ĠQuant ization +Ġhypo th +Ġhypo thesis ðŁĵ ±: ðŁĵ º: -Ġswitch ing -ĠRepresentation Learner -Ġconvenient ly Ġmetaphys ical -Ġrestrict ing -Ġrestrict ed -Ġexagger ated -276 9 +ĠDiscount ed +496 5 +497 1 +497 5 570 3 -573 1 -680 2 -Do es +740 7 +996 5 +Cal cul +Draw s DWith Call DWith Override -Node s -Out put +Like wise +OB JECT PATCH ES Piece Tokenizer -Spatial PyramidPooling -rd App -rn stein -sph er +Termin ator +Timeseries Generator +car ry +fb MZ +pick ed sph erical -whe els -Ġss im Ġum brel -urk ar -Ġfacilit ates -Ġmon oton -Ġdiag ram +Ġvox els +Ġmit igate Ġna ive -Ġrem ote -Ġreport ed -Ġfore ign -Ġ\"# \")) -Ġ412 16 +urk ar Ġgran ter Ġgran ted -ĠCustom Schedule -ĠCustom NonPadding -const rastive -Ġnumer ic -Ġnumer ous -Ġimag ine -Inspect ing +Ġ\"# \")) +ĠCho ice ĠSV HN +Ġprefer ably +Ġenfor ce ĠRob inson +Ġsug ar +Inspect ing +ĠDes ired +ĠDilated SpatialPyramid +ĠMessage Passing +ĠLoc ality +ĠLoc allyConnected +1338 9 9476 5736 -Ġdefic i -ĠMin imum -ĠMessage Pass -ĠPart itionPadding -Ġactress es -ĠDilated SpatialPyramidPooling -Ġresample d ĠGIF s -ĠFollow ing -Ġcover ed +Ġintel lectual +Ġintellig ent +Ġintellig ence +ĠEvery thing +ĠBenchmark ing +emplo yer +Ġchain s +Ġchain ed 3608 5 -Reconstru cted -Ġintellect ual +Reconstr ucted +Ġsubt leng +Ġsuperf ici +Ġmethodo logies ĠReal NVP -Import ing 0250 4458 -ĠHe ight -ĠLook s +Ġmanage ment ART IFICIAL -Ġintern al -Ġintern als -Ġmanage d -ĠAdaptive Augmenter -Standard ize -Standard izedConv -Ġmethodolog ies -ĠLearn ers +subtract ed +Ġdiss imilarity Ġassess ment -Ġsynthe size -Ġsynthe sis -Ġsymbol ic -employ er -employ ment -Ġpossib ilitity +Ġsupp resses Ġnonlinear ity -ĠExp and -ĠExp loring +ĠLearn ers ĠJaccard ScoreCallback Ġcommit tee -Ġcommun ication -efficientnet b -Ġrare ly -ĠMolecule s -ĠChar acterTable -ĠQuant um -ĠQuant ization -Ġflex ible -Ġdeploy ment +Unit Norm +Ġκ εÏģά +Ġá¼Ģ μ +Ġá¼Ģ κ ĠClusters ConsistencyLoss -ĠDiscount ed -Ġasynchron ously +ĠAdaptive Augmenter +Ġsilent ly +%] ", +,- ./:; /{ }/ 022 2 +590 3 662 2 -Man dela +605 1 +688 1 +825 7 +Charact er +Charact ers +Lib raries +Ma Zh Matrix Display -Sw in +NASNet Mobile +NASNet Large +Sup porting +Tr uck USER NAME Verse Of War mup -cl one -eff net -fb MZ -flo or -fra ud -==> ...] +ben jie +crib ing +ipy kernel +ipy nb +mer ged +nas net +say akpaul +Ïī ν +Ïī Ïĥι +Ġradi us Ġtast e -enj amin -Ġfre quent +enable d +Ġthresh olds +Ġthresh olding +Ġsqu ash +Ġschedul es +Ġschedul ing +sto cks +Ġvi ol Ġflu id -Ġfav orite -Ġfav ourable -Ġol der Ġmag ic -Ġ[==== =>................ -Ġ[======================== ==>...] -Ġelect ricity -oty pes -Ġhist ogram +Ġmill iseconds +Ġpush es +Ġpush ed +Ġ[============ ===>........ +Ġ[============ =>................] +Ġrecogn ized +Ġfore ign +Ġsty l +Ġsty les +Ġstabil ize Ġstret ching +Ġhar ms +Ġexceed ed ĠCycle Gan -1784 4 -(\"_ \")[ -Ġconsum e -1338 9 Ġoutperform ed -27746 25282 +const rastive +ĠAtt endez +Ġord inary +ĠSE Q +Ġnumer ous +Ġnumer ically +Ġencom passing +1716 0884 +1784 4 +9807 1 +Invalid Argument +ĠNested Cell +ĠNested DenseLayer +Ġ"/ " Ġallevi ate Ġallevi ates -Ġord inary +(\"_ \")[ +ĠPart itionPadding +ĠLow er ĠGe irhos ĠGe Force ĠGrad Visualizer -ĠFashion MNIST +27746 25282 +ĠOuterLayer WithKernelRegularizer +ĠEqu ation +ĠEqu ivalent ĠEvalu ation ĠEvalu ating -Ġunf olded -Ġmaxim izes -Ġcontempt ion -Ġsubt leng +Ġche ap +Ġche aper ĠWindow Attention -ĠLocal ity -libcublas Lt -Ġgoo gle -Ġinterpol ate -Ġtranscript ions +ĠWave Net +Ġsubs iciated +ĠHe ight +Ġelect ricity +Ġcoher ent +Ġcoher ence ĠImplement ation +Ġmanip ulate +libcublas Lt +Ġtracing s CTC Layer +Ġmeas ures +Ġmeas uring Ġlibcublas Lt -ĠColor map -Ġanaly zing -Ġsoften ed +ĠShort cut +represent ed +know ledge +Ġsuffix es +Ġδ ιὰ +many linux +Ġemplo y +Ġá¼Ķ λθ +Ġoccurr ence +Ġoccurr ences Ġfraud ulent ĠVectorize Char -ĠCallback Eval -Ġhypothe sis -MultivariateNormal Diag +Ġfavor ite +Ġmemor ize +MultivariateNormal Di MultivariateNormal Tri Ġ######################################### # Ġ######################################### ## (_ ) +('. / 070 2 -590 3 -609 2 -725 9 -993 1 +059 1 +227 4 +490 5 922 1 -Acc ording -Bet weenAtoms +?. ! Ed ges -Fo xtel God father +Ind ices Key point -Ma Zh -Mot ivation -Redu ction -Thor p -Us age -bu ythe +Optim ize +Serialize ToString +bu yth +ban ner +cad ed +evalu ation hum barwad -lar ge pres erving +pub lish twe et -ĠÎ » +Ġlamb d inan et -ende z +Ġtermin ates oret ically -separ ated -deter ministic -Ġfoc uses +enum erate +los is +Ġthom as +Ġsv hn +Ġsch ool +Ġsul fur +Ġspar sely Ġsix ty +recogn izer +Ġfi ction Ġcas caded Ġcatch Errors -Ġpu shing -Ġpan ic -Ġpus hed -Ġprun ing +Ġdram atic Ġmal ignant -Ġmill iseconds -geo chemistry -rob ots +Ġmirror s Ġwast e -Ġinstr ument +Ġpan ic +Ġpub lished +Ġprun ing +Ġbre vity +Ġbrows er Ġbinar ize -Ġ332 16 -Ġremin der -Ġrecogn ized -Ġresemb les -Ġthom as -Ġthreshol ding -ĠTr uth +rob ots +roph ic +Ġ[==================== ===>......] +Ġrecre ating +Ġrevers ible ĠTask s -ĠTemp oral -Ġhone st -Ġhol ds +Ġsta ft +Ġstagn ates +expl orer Ġhall uc -Ġhav en Ġhither to -Ġdelu sion -Ġdestro y Ġ528 04 -Ġsta ft -Ġstit ched -Ġstabil ize -2848 07 -ĠCol laborative -Ġ886 3 -ĠAtt endez -ĠSE Q -Ġyiel ding -Ġprofil ing -(\"| \")[ -Ġsho ot -Ġconstan cy +ĠCharact erTable +ĠAcc epted +ĠAppen ding +ĠApr il +ĠSpeech FeatureEmbedding +Ġconstit utes +Ġprepend ed +Ġseamless ly +Ġattra ctive +1704 98071 +ĠRE VERSE +Ġsucc eed +Ġprotot ype +ĠDr iving +ĠDual Encoder +Ġresemb les 16900 1437 -Ġattract ive ĠMon ocular +geo chemistry +(\"| \")[ +ĠPen alty +ĠPhot oshop ĠPRO JECT -ĠPhoto shop -ĠIN ITIAL -ĠIgn ore -ĠDr iving -ĠDual Encoder -ĠDNN s -Ġorient ation -ĠLR Schedule ĠLi u -Ġpercept ual -Ġchun ks +7615 942 +9950 547 +Ġhap py ĠEmp ire ĠEurope an -backup andrestore +Ġunc ertanity +Ġuniqu eness +Ġunsup ported +Ġunivers al ĠBond Featurizer -ĠBey ond -Ġ:])) ) +ĠBott leNeck +Ġpercept ual +Ġchem informat +Ġsaf ely +0520 8318 +ĠWa it SING LE +cob ian Ġsubnetwork s -Ġboo lean -ĠWa it -Ġland scape +ĠReview s +INT ERPO ESP CNCallback -Ġindivid ually -explo de -ĠAdapt ation -ĠStri kes +Ġenta il +ĠInteg ers +Ġland scape +Ġestab lish +Ġcompr ising Ġtrigger ed -ĠApr il -COLOR S -ĠShort cut Anchor PositivePairs -invari ant -Ġpresum ation -Ġsuppress es -ĠSpeech FeatureEmbedding -many linux -Ġconstit utes -Ġ23564 807 -Repeat Vector +COLOR S +Ġsatur ates +Ġexecut ing +Ġsymmetr ical +Ġinfl ating +Ġμ á½² +ĠZh u +Ġdrawback s +Ġdeno ising Clusters ConsistencyLoss +ĠSubclassed Model +Ġsoften ed +Ġá¼IJλ ÎŃÏĨ +ĠShared Object Ġvirt ues %|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ -Ġestab lish +employ ment triple ts -Ġsnip pet -Ġmemor ize %|âĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪâĸĪ âĸĪ| -Ġencaps ulate +$% & $++ + '-> ' -695 7 +01888 977 +01331 179 +579 1 +<=> ?@ Ax es Aak ashKumar Afric an +Bucket ize BLOC KS -Cal cul +Between Atoms Cycle Gan -Center Crop +Del eted Dis ableLog -Direct ory -DOU BLE DShape Nets -Gill ard +DOU BLE +Ess entially +Fox tel +Gil lard HO LD -Hint on -Ind ices -Ioff e +Hand ling +Hyperpa rameter +IBU TES Jap anese -JFI F Ke ys -Lib raries -Loc ation +King ma LIN K Link ed Mw TL +Mot ivation +Mand ela Mus ical -Optim ize -Put ting -Qao GC +Priv ileged RZ fbMZ -Sum mary +Rad ialConstraint +Small er Skip ping -Serialize ToStr Stereo chemistry -Times eries Tarch er -Tru ck -Uh lenbe -Under standing -Vide oCapture -WIN k +Uh lenbeck +Us ers +UCJY MwTL +VAR IABLE +VALU E +Wor king WLe ague +WIN k YCb Cr +^_ `{ bm ild -ban ner -benj iebob +clock wise +coc o credit card cé s +duplic ated +fam ily gMLP Layer hert z -hfaw az +hfa waz +jam in jbrown lee kap pa kay osports -mis leading +nst ein nietz sche -nTod ay +oken ize oBE o -pv QaoGC prom pt -pick ed +rdA pp rfc x sri hari -uccess fully vet er -wHS pvQaoGC +vQao GC +whe els +wHSp vQaoGC +zeg edy }][ { }]: \", +Ïĩ α âĻ¥ï¸ı \ +Ġkw arg ĠðŁ ijŁ +Ġá¿ ¥ ĠðŁĵ ī -indu stry +incre ment Ġtit led -acob ian -retr acing -recogn izer -stock s +alicy late +Ġ--------------------------------- ---------------- +Ġautom ated +Ġacycl ic +Ġsap rse +Ġsps ayakpaul +Ġsca ffold +Ġsoci ety rajp urkar -poist ion -arph one +retra cing +stich ed +launch er +Ġvil lage +Ġvocabular ly itert uples -Ġfran cés Ġfurn iture +Ġfran cés Ġfem ale -Ġfant astic +Ġfund am Ġfron t -Ġsap rse -Ġsps ayakpaul +Ġfunct ools +Ġfuz z +Ġcle arly Ġcud art Ġcrim es -launch er -Ġplu g +Ġdedu plicated Ġmir net Ġmols PerRow -Ġinformat ive -Ġdio xide -Ġdiscrim inating -Ġnud ity -Ġnav igate -Ġbran ches +poist ion +Ġprel iminary +Ġpus hing +Ġbiz arre Ġbuff ers Ġbread th -amili ar +anom a +Ġnud ity +Ġnav igate +layernormal izatio Ġeight een Ġearn ed -Ġrece ives -Ġrecon tru -Ġ617 2 -Ġ627 9 -ĠTot ally -ĠTech niques -Ġ\"¿ \" +Ġemp irical +Ġ[===================>........ ..] +Ġrecon tr +Ġforec asting Ġisol ation -Ġisotroph ic +Ġisot rophic +ĠTot ally +ĠTimeseries Generator +ĠTechn iques +olstikh in Ġgall ery -olstik hin -Ġdespect ity -Ġdelim iter -Ġ588 8 +()*+ ,-./:; Ġstran st +Ġstder r +efow icz +Ġycb cr thirty two -coordin ate -Ġvert ices +Ġhous es +Ġ\"¿ \" +Ġwebs ite +Ġ588 8 +Ġ5248 00 +ĠINI TIAL +ĠIrv ine Ġexcess ive +Ġexcell ent Ġlingu istics -ĠCategory Encoding -ĠCelsi us -consist ent -170498 071 +ĠCapt cha +ĠCels ius ĠAust ri ĠAwar eness -ĠASC II ĠART IFICIAL -ĠScal able +Ġorient ation +ĠSign atures ĠSPO RTS -Ġycb cr -Ġprote in -extents ion -Ġaccompl ish -Ġwhites pace -ipyn b -93324 2798 +28480 7 +Ġatmo sph ĠRept ile ĠRenew ables -Ġ+++ $+++ -layernormal izatio +Ġprote in +Ġpoison ed +ĠDos ovitski +ĠDEP REC +ĠDenot es +Ġrenew able Ġlett ing -ĠMols ToGridImage -ĠNVID IA +Ġlega cy +Ġ+++ $+++ +ĠFoot ball ĠPert urbations ĠPlan ck -itski y +Ġarithm etic +93324 2798 +Conversion Params Ġ1638 4 Ġ1606 144 -ĠIrv ine -ĠDiction ary -Ġrenew able -Ġprecom puted -Conversion Params +Ġdeca ys 99166 37 -ĠGCR MSprop -Ġsoci ety -Ġsophistic ated -trimes h +ĠInfo NCE +ĠOUAction Noise ĠExt end ĠESP CNCallback +Ġunamb iguous +Ġunmak sed +Ġunsign ed ĠBio geochemistry -ĠBoo lean ĠBBB P -ĠBottle NeckBlock -fordex tra -Ġunmak sed -Ġpoison ed -ĠInfo NCE Netany au -ĠOUAction Noise +Ġplateau ing +ĠKhos la +70710 677 +Ġchec kerboard +trimes h 801346 24 -Ġappet ite +Ġcollap se +Ġsophistic ated +ĠKerasTun er +ĠWEA KLY +ATTR IBUTES +Ġzipob j +coordin ate +ierarch ical fnlw gt -ĠRecent ly -Ġsubsic iated -Ġscaff old -ĠHolly wood +Ġoverwrit ten +Ġoverconf ident ĠHIGH ER -INTER POLATION -agare t -DeMar co -ĠKhos la -ĠWEA KLY -AROMAT IC -Ġepistem ic -ĠAdopt ing -ĠKerasTun er +ĠHolly wood +ĠRecent ly +Lecun Normal +Ġscrip ts +06115 37 +probablist ic +AROM ATIC +Adjust s +ĠImageCaption ingModel +ĠConfusion MatrixDisplay Stolten berg +Ġappet ite +DeMar co +ĠIntellig ence penny sto -Ensure s -Ġencounter ed -ĠConfusion MatrixDisplay -ĠImageCaption ingModel -THRES HOLD -ĠNeuralStyle Transfer -Ġzipob j +Ġaggress ive +Ġtrapezoid al Ġundoub tedly -controll ing -ĠAddress es -Ġsynchron ously -Ġcollap se -Ġacety lsalicy -TRIC S -TRIP LE -UCJY MwTL +ĠNeuralStyle Transfer +ĠJoz efowicz +ĠXavi er +THRES HOLD +ĠExact Match +ĠCustomNonPadding TokenLoss +0101344 4 +0104278 7 Analy ze Answer ing -Ġregister ing +ĠAdopt ing +TRIC S +TRIP LE +CustomObject Scope +ĠMyBiT Model GetBond BetweenAtoms GetNeighb ors GetSy mbol -probablist ic +NoFrames kip +ĠBeaut y ĠRandomColor Affine -deepchem data +/*\"))) [: ĠCOMP LEX -Ġtrapezoid al 8569999 933242798 -ĠDisplayOut puts +Ġsynthes ize PROPORT ION -ĠMyBiT Model -hydro gens Ġsurpr isingly -NoFrames kip +Ġ2356480 7 ĠDepthEstimation Model -ĠBertWord PieceTokenizer -Repeated ly +hydro gens +ĠMaskedAuto encoder princ eton +ĠBertWord PieceTokenizer +Ġacetyls alicylate Ġmisunderst of -012345678 9 -Ġchecker board -Ġcheminformat ics -ĠDosov itskiy ĠEditDistance Callback +0123456 789 +ĠHochre iter Ġumbrel la -ĠCustomNonPadding TokenLoss -ĠMessagePass ing +ĠDilatedSpatialPyramid Pooling +MaZh KJaz VerseOf TheDay -Ġ[=====>................ ........] +benjie bob +Ġ[===============>........ ......] +InvalidArgument Error +Ġá¼Ķλθ ÏīÏĥι +MultivariateNormalDi ag MultivariateNormalTri L -MaZh KJaz -buythe dip +buyth edip humbarwad i +ĠBottleNeck Block +Ġcheminformat ics +INTERPO LATION +Ġμὲ ν +Ġá¼IJλÎŃÏĨ ανÏĦ AakashKumar Nain RZfbMZ MaZhKJaz -SerializeToStr ing -Uhlenbe ck -Ġacetylsalicy late +^_`{ |} +()*+,-./:; <=>?@ +ĠDosovitski y