ah orange is ian kennedy diamondbacks five out of 25 and a cool angels card here a hundred career homeruns shohio tani and detmer's debut maybe one day for a super fast i'm not not gonna go that fast dude it's sapphire i'm not taking the bait you guys we're gonna enjoy sapphire we wouldn't wait wait for this hunter ren fro purple coming up after you chang is a rookie rylan bannon orials four of ten very nice rookie purple to ten baltimore william woods willie woods he's gotta do what they call him uh-oh look at that color look at that color i guess i think good box look at that color lucius all right all right you guys ready pad parasha time come on j rod one time wander wander pad parasha one of one tampa bay there we go snow don't we get sleep throw it out let's go oh man what a first break that's awesome y'all it's worth the wait yeah it was worth the wait let's go and field crew orials and a better to press wonder one of one pot parasha rookie debut the variation holy cow dude josh harrison luke mail cubs card there and a randall gritchick no way man no way osa glaceus torkelson debut luke jackson and nick plumber metz wow good job lane oh neil cruz debut uh luke rayley tyler mail a and a josh low debut raise rookie well i'll show i'll show it again in the recap kwan debut now this is this is the box right here we're getting all the rookies there's a kwan debut chasin bummer matt olson here it is again in all its glory and it's uh in the mag and there we go there we go i haven't say who had it bradley h congrats congrats jacob stallings alex colomai white socks card there susan banks and a stott debut monster monster card right there it is gonna be very tough to top that uh torque mcguire we'll top it with j rod zimmer and trina so yeah j rod's coming up at some point today mariner's hoping it's 100% we'll top it with j rod that was sick what a way to start that was sick i could have been a lot of names i could have been a lot of names yeah but it's wander it is wander wander a wander triple wander uh hobby bias dakota hudson green now steve seasheck nationals 63 is 75 steven matt single double triple wander the da brujan and a gold aces up matt that's gold agrom and shares are right there 250 nice stuff for the mets there steven sin kevin smith rookie a's yon gomes matt baby padre's dual card there monterra rookie rockies savalli there's a j rod debut all right we got a j rod now like cano and astrada cano as a padre is such an interesting card how many had that city have with the padre's yes like eight heliad ramos debut not even i don't even think he had that day gavriel aria circuit for the guardians nice one there and a schwarber schwobs mckenzie gore debut oh yeah that's got that's probably a top 10 hit of the week right there michael fulmer i don't know it might not be we might just pull a bunch of other crazy stuff i don't think it will reds and rich ale you don't think so i think we're gonna have a fire week and it's just not even gonna crack the top 20 john gray i want to see that uh daniel norris kyle kody and oan miller oh no this pack there's a stock rookie base you have a lot of the rookies involved now this is good knizner debtmer's debut and a diran debut last one everybody a box case one a case 10 box one five box one no i've been waiting for this for so long my brain's all scrambled i feel like i'm in the past right now yes yes i did i didn't see it no all all i know is we got the cup tomorrow rois louis rookie for the twins taylor walls dylan tate and nelson cruise yeah rich i wasn't kidding when i said it might not actually make the top 80s green dual aller and jackson 38 is 75 with the color match jake lamb felix batista i mean i'm pulling a jason robertson rp tomorrow so yeah uh j j mattayevitch fraily i'm calling stu itzler let's do it i'll pull out like one of those captain patches like ovey or something like that pashe senzel jerks and pro far and uh crissan giants rookie yeah the we're raking what eight cases of cup in the next couple days there for sure going to be some top 10 from the cup rowdy telez either robert rookie cubs i just can't decide if i want to grab hand and not a spot in one break or if i want to grab one spot and grab all the spots and all the breaks well no all right now hell yeah ramos you don't need an apartment lane or a car or a car mackenzie gore just the cup cold urban i'm so calm the cup finally another gold here probably the last parallel the break behind kimbrill is mj melendez debut bobby wits on the card but mj melendez debut royals 50 of 50 nice one there mj melendez also good for the record not not sliding him uh japan legends reunite it's seya and tsugo so cubs and pirates one two three left four five six right on this one exactly drive your hockey cards to work five right pirates on this one pirates on this card uh smiley in the future i would just do one roll and make it left and right oh yeah there's only one i mean one was green i don't know royce lewis only happened twice i'm just saying steven vote teperra and chainbots how about i get shipped to us on time next time i don't have to do nothing to do with what i say i know i know um recap you drive here that would be so much fun yeah make sure you rotate your cards every few months though and change out the patches you know all right don't change out the patches you'll be labeled a scam greens you get the a's duel here steve seasheck hosea glesias uh this one went to the dodgers on the dice roll here uh so zuki on the gold debut that's a nice one mj melendez gold debut for the royals aces up mets orangie and kennedy purple opening day yankies a purple rylan bannon 10 orials rookie and what a gigantic hit we had in five box number one rookie debut wonder franco pad parasha one of one huge congrats again bradley h yeah that'll do number two is coming up uh this is sick yeah can you pull something good lane's always saying that when i that's how i know i pull something good because lane says that if lane is saying anything i get worried lane says pull something good i'm like oh yeah dude all i keep thinking about now shawna is jerk chicken i'm like i'm down bad thinking about jerk chicken i went to talk about or trying to and they told me that their system is down i'm sitting there thinking like what is the point of the human being open if you're a restaurant in your system down oh i've been there i've been at restaurants where the system's been down and it is uh it's a terrible time at that point you literally might as well just go home dude one time when i was bartending at the resort the power was out for like two hours and it was busy it was yeah like what are you supposed to do how do you spell pad parash off the top of your head there's a there's a random like d yeah pad parasha just want to make sure it's good for this oh dang it i didn't do the didn't do the all caps pad parasha pad parasha yes yeah taylor's got a taylor copy i tried to copy and paste it into the all caps thing so what the best we might be able to catch up i tell him we're just done it did get here like not exactly the perfect time but but enough to make this day normal yes we are great guys random styles of rookies and stars and imac wwe tonight by the way this is the first of three straight release days let me type in this person's name correctly tomorrow is the cup friday is tops sonic sonic the hedgehog chrome baseball and sorry making sure i double-check these names correctly and then revolution's soccer which is i believe erling holland's first manchester city card as well as a few others of course but uh that's the bigger name is uh new to the premier league but revolution's always fun guys we got that up later as well yeah the cup the cup the cup you guys wanted it we got it let's get those breaks filled up for tonight and tomorrow more rookies and stars pyts tomorrow daytime as well it's more f1 tomorrow daytime if anyone is uh looking for some racing taylor not yet it's on its way though that we actually like we have tracking it's on its way we know it'll be here well we don't know anything i hope yeah i don't i don't know nothing anymore i just you would have thought this would have happened during like the holidays like it did the year before taylor which which the cup are you buying into which one what's up sin yeah seriously please all right guys we're gonna get started everybody forced here ripping 2022 update sapphire baseball five box number two a random team style we'll do the random we get right into the break same recording here good luck everybody and thank you taylor does have a decent point that i mean fair there's a checklist out seven times on the names one two three four five six and seven edward p down to jacob c and seven times on the teams one two three four five six and seven padres down to rangers knock or teeth scared shaw earlier dude you just you just put a sticky note this is one two what's up sin too many top loaders there's this this top over in space ain't big enough for the two of us all right you got edward p hydra is gabriel c guardians nationals todd p giants nate z angels michael l orials edge with the tigers justin p yankies ryan b a's craig m mariners edward p pirates joe s metz edward p fillies uh nam cue with the red socks sander astros craig k brewers marlins edward p rays walter h white socks christopher a royals daniel k debacks alan s braves gabriel c dodgers cooper c rockies blue j's walter h twins joseph f cardinals gabriel c reds jason g cubs jacob c rangers let's get those posted we're uh we're right to it oh it's not ready to be posted sorry guys i want to tell you there's three teams that are like really good and then there's a bunch of like there's probably seven to eight teams that are just solid you want stars senators wild yeah those are the top three and then obviously you obviously you still want like the penguins and the capitals and those teams just because of that yep yeah abs you want they have decent right there's a team to have like decent rookies and vets like the abs would be another good one for sure like lane said you can still hit gretzky autos yep you can hit 100 you can hit gretzky autos every single team has chases yeah but rookie rpa's are gonna be more common than a lot of the vets hits so rpa's are what you're chasing and the three big rpa's are gonna be for like what core said the senators the wild and the stars baez davies dual royals card there a j polyc bedal brujan debut for the rays guardians of the central stevenson and a bobby wit debut all right first wit of the day that wasn't on a melendez card all right here goes a man city's uh butt open here it goes yon gulmes light life big winters to one that'd be insane uh debut nikla dolo chris bryant i don't support that anymore there's a j rod debut we've got our first parallel of the break after boston flex it's a green atami fam reds 38 of 75 isaac paredes common before the every nfl postseason most debuts of valet uh kershaw and apena debut there he is michael fulmer jace peterson alec thomas debut for the debacks and a hundred dozer yeah the cup is like it's like high end hockey so it's like anyone that has good vets you still want to get by capitals they'll be a good team pens they'll be a good team mckenzie gore padres debut we got a purple after the denelson lame purple rookie luke williams there you go marlins nice one of ten good stuff dig that says our hernandez first uh first box one of one one brison stott john gray kyle kody and nikla dolo yeah sapphire sick this this one's nice too you're an all sports raker on the baseball break stop up lane gave me the box i didn't pick the boxes matt duffy inside job nick tropeano gritchick and josh low debut dude wwe is going to be awesome smack i'm getting back in chat when wwe comes up and matter of fact shawn and i are coming back we're going to put donnie through a table that's for kenley jensen oh i would pay money to see you put donnie through a table sam's getting the people's elbow donnie's going through a table got jake fraley gold travis jen kowski for the mezz 43 of 50 mezz rookie nick plummer should we just get a ring i'm el tapia green cindergaard engine 11 to 75 cindergaard angels on the green leg full on 619 get richardson and raze dual pitchers there yeah right taylor sign the waivers we ain't afraid of no osha we're very afraid don't tell them joc peterson francisco morales rookie fillies nick senzel and another raze dual rookie there no just sign the waiver beforehand oh yeah that's true we got it lane's on top of he's all on top of the legal stuff mj melendez donnie sign this thank you whoop bam like trine and camila de vol eric tames i know eric tames is still playing well that like robin's in cano card we're like he was on a team kind of pilefa joe kelly white socks clint frazier and mani pinia powerbomb sample table then do the old stone cold beer mike brosso gosuke kato blue jes steven vote and a ryan pressley would be cool to see some young life-sake players do well here steven kwan rookie for the guardians nice one uh a young airling halon amelia gutierrez cooper yeah that was his first non- norwegian yeah you you never know what these young players might be on these these teams that's like red bull team trademarks like salisbury and life-sig that's where all the good young kids start literally you like you never know gavardi all is going to be the next one that leaves life-sig and is just super star defender for the next decade gary sanchez michael franco josh rojas and a rob rapsnider red sauce legend rob rapsnider who's the audio rookie feeling definitely not been out for a month kota hudson knizner and stroban a couple weeks right week and a half somewhere around there jp sears rookie for the Yankees chris paddock oran no darin rough i was going to get oran darin rough steven mattz a nester cortez matt baity rugano door and a rookie for things about t stuff for the orioles cooper hummel jen kowski a green shondu little nationals to 75 69 of 75 and romero rookie raise time to romero all right done deal here comes there's a gold we're getting closer trevor story redsox gold rookie okay come on come on francisco morales fillies 39 of 50 you dust this one off really quickly under his armpit alex dickerson austin nola lendo arsia josh stommantz match drum boli for the redsox and a connor pilkington i would kill us from boli right now dude oh my god everything sounds good i had a pepperoni roll two days ago it was so good they were it was so good rookie jake walch that's the only difference between some rolling a pepperoni roll and jelton simmonds cisnero and sergio alcantara it's to be fair white pizza is better than white pizza is very good but i prefer white pizza because i don't like tomato sauce i i'm okay with tomato sauce it gives me i i'll eat regular pizza don't get me wrong like i will eat it but like if i'm ordering the pizza for myself i'll give like sauce yeah jonathan says what's up to you shon what's up hey jonathan now you're doing oh i did charlotte sardone anthony bass i'm not paying attention uh derek hill and matt olson i just can't stop thinking about jerk chicken though i might actually have to order another piece of curtain i'm not jerking my chicken right now pizza roll for dinner tonight so if you put any food in front of shon i'd probably eat it right now i'll eat it jose marando jonathan louisiga ponzer alberto even names like lasagna show up and i'm thinking about that now robins and charinos oh man that sounds amazing uh jose i was a car rookie for the padres travino box burger it's like a doughnut it's basically like fried dough bites covered in powdered sugar dude think of think of what are they benye think of a benye similar to that like a doughnut or a fritter mccuchan seth brown it's basically like a chris archer twins 37 of 75 and rookie adrian martinez it's like a funnel cake but it's like bite-sized pieces zapples are grown down zapples are down god juan diran rookie twins taylor rogers kyle bradish for the oryals and a jesse winker for the mariners yeah from where adam frazier donovan walton bo brisky rookie for the tigers and a jake mariznik no smack daddy you've never had like white pizza it's like a garlic parm sauce essentially basically like it's ricotta cheese and mozzarella and garlic instead of like tomato sauce yeah exactly white sauce is like a i'm not creamy it's like a garlic parmesan sauce but white pizza like lane set had mozzarella ricotta garlic basic that's basically it mad brash debut gold josh stommant royals number 24 50 nice angels card here mvp caliber with otani and trout and they say our rookie there we go go cubbies no not for the friche all these haters dude white pizza so good especially if you if especially if you like flavor you like things that have flavor it's pretty good next thing they're going to start telling us chicago pizza is real pizza ashela mcguire rookie joe denand for the marlins and a uc kikuchi chris bassett joe perez rookie u chang and eugenio suarez you guys watch american dad yes steelio santos there was a name that reminded me of that in something i was saying to the night and donnie was like what is that i'm like steelio santos from american dad josh wendor rookie twins albert abray you and william woods american dad is extremely under it really is it's all it's definitely the caliber of a family guy only for roger alone noa cinder guard luke male a gold rookie come on jeremy peña 46 of 50 true rookie gold sapphire peña what a monster dang we're cooking we're cooking sander with the astros good lord that's disgusting dang lane what a case grabbing the hot boxes what a case same case yeah my god reberto perez we might have to do a we have to do a we have to do top 10 by sport this week yeah literally on top 10 baseball top 10 hockey yeah hockey kurt kasali and randall gritchick do revolution soccer as well david that sounds amazing kory cluber erin bummer perdomo and a nick plumber rookie metz we polled like 25 nick plumber rookies they just need him to do something chase silseth got an orange coming up now after colomai orange rookie adrian paillante or polenta i'd probably paillante 23 to 25 with the cardinals another nice rookie killer josh low debut last pack then we recapped alec thomas there you go debacks he's underrated too danie mendic brison stott debut into tether melee holy cow dude both breaks just bringing the heat so far okay we had greens of chris archer shondu little tommy fam as a red nois cinder guard as an angel there gold josh stomont royals gold rookie morale as for the fillies a gold jen kowski for the mets rookie orange paillante for the cardinals and a purple rookie luke williams marlins low number rookie color is good hooting this card jeremy panya gold sapphire 46 of 50 crazy crazy thanks again everybody number three is coming up hold that crack face redemption do you want to see if there's any five i'm guessing oh yeah there's a comma his stuff just started shipping like three weeks ago so i'm guessing they'll honor that thing like very recently it started it started shipping like two breaks to six i say that's pretty good for sapphire now we're talking about zeppelies and jerk chicken i'm gonna have a multicultural feast later on do they call it jerk because jamaican barbecue is too long is too too long of a saying that's what i'm thinking like how do they term it jerk i know it's jerk seasoning but like it's just jamaican barbecue does it yeah could be i think it's like lane sounds something something i do believe that it sounds like that it's that it is meant to stand for something they're not randomly just like yeah we're gonna make this jerk chicken this jerk ordered chicken given what we got that's exactly what happens that jerk was a regular keeps ordering this weird seasoning we're just gonna call it jerk here's your jerk chicken oh it's pretty cool name where'd you come up with that so that's what happens that's good well these lanes that one's gonna save someone a lot of work later yeah sapphire breaks are easy to pack and ship when they're all top loaded very easy a little better than a series one yeah i think i'm gonna come in saturday and help out at least for like four hours or so do a couple of two or three breaks to help a little bit i was thinking about that then i was like i'm gonna have to get up early ain't gonna happen after a friday night yeah that's why i was like i would for sure do that if it was like oh show up at like noon but yeah it's baseball yeah they start early that's cool though it'll be i mean it'll be like the easiest thing ever uh i think we're ready here for number three again guys grab your spots for tonight rookies and stars random styles and immaculate wwe let me tell you something we got the cards should have brought the championship belt in i've been so cool oh i don't know do i need to find somewhere where i can buy like a mini stanley cup to keep out here for tomorrow i'll just walk around like this yeah i'll be drinking coffee out of it eating cereal out of the cup all right here we go everybody forced here ripping 2022 top scrum update baseball sapphire five box number three random team style let's do the random right now and then we will get into the break same recording good luck we'll go 10 times six and four names first one two three four five six seven eight nine and ten allen s down to ryan b and then 10 times on the teams one two three four five six seven eight nine and ten cubs down to a's allen s cubs walter h reyes jimmy l yankees jeff g dodgers edward p padres jeff g rangers gabriel c pirates brian h metz robert g astros justin p twins edward p royals gabriel c cardinals morgan l reds walter h giants jeff for you mariners gabriel c rockies blue j's edward p orials jeff for you tigers namke with the red sox edward p white sox andrew s angels sander k braves herald s d backs gabriel c guardians robert g nationals joe s philly's jakem c brewers marlon's ryan b a's post those get your link we'll get started thumbs up fast here when you gotta do breaks fast there's national person and there's 30 pieces of equipment over there all right here we go y'all we got castellanos kaleb thielbar a green jose kintana for the pirates 42 of 75 and many pinia shamanaya robinson cano ross shippling and a clint frasier skylofts printing things jack sewinsky pirates steve seasheck gary cooper and ryan presley miller nick allen rookie a's ds and uh duarte and zimmer you're already be here same here joey wence rookie alex fietto daniel norris and adrian martinez carlos kraya and a gold twin sonny gray 37 to 50 you're like a roiz louis or something that would be discussed allard and logan web he's he's so slept on which is the problem is is that he's been a top prospect for too long yeah castillo he's been a top prospect since 2017 rinandes mcgee and jesse winker he just keeps getting hurt exactly hope he doesn't become the next byron buxton byron buxton's not bad though he's great but like he's not good for he's he's good for 80 games a year yeah vr gibbons terino's and bite brisky rookie for the tigers i don't know twins did make it did fleece the marlins that's for sure that was a twins right that got cabrera lopez wait who's a lopez okay i was like wait i know it was one of those young marlins pitchers that wasn't alcantara all right we got ren froh ari adrianza taylor wade castro i still don't understand why the marlins traded with it josh harrison lucious fox rookie for the nets your bro and taylor anderson torkelson debut rookie for the tigers green kelvin guzilletes orioles number 36 to 75 infield crew orioles and oscar mercado glacias for the rockies and orange now rookie chase silseth angels silseth four of 25 silseth cubs dual yin kennedy silseth it's a tricky one chasin o'neill cruz debut pirates boglebach for the pirates and a jose cantona for the pirates it's like when you get to the four way and you can at the same time go ahead no you go no you go i always just go and you just peel out don't go over steven kwan debut for the guardians yeah then do the thing where the person waves they both have the same time they both go one stop and one stops luke rayleigh chris archer ritchie palacios guardians that never happens the one up there no i saw someone share i saw someone should have just run it the other day i was like yo what not even like they looked barely do they didn't even they they didn't slow down they just like stallings locash dress florida for you bulls paillante it was definitely not you it was like a black charger torkelson well we know we know uh digotti white socks dual and george kirby a nice curvy smart car how are you gonna fit a pelican case in a smart car hey there's a j rod base very nice that's the first true j rod base that we've seen let's be real this seattle would be awesome yeah because you'd get you'd get like 80 miles exactly gonsolin tommy fam joe smith you'd get gas same amount of times because it's like a three gallon tank but still what would be more fun though a smart car or like a Cadillac golf cart a rivalry love that's i like golf so we got braves and gnats here rivalry love uh we'll go one two three left nationals four five six right for the braves i'm gonna say three it's going left nationals on the soto here nationals which should be taylor herne haven't seen my highway no i'm just saying i'm doing it because i said joe ryan debut followed by a green rookie richie palacios for the guardians go guardians chad cool and lane is right gonna roll die again here one two three left rockies four five six right dodgers but someone right though dodgers six on the right chad cool chad cool their radio dj nick poveta uh pool holds it's a cool in there ninth all time it hits uh philly phenoms and mariners dual rookies yeah julio is doing well wander franco debut there he is one last dance cardinals kyle isbell hunt for your home runs one last dance sounds like a fast and a furious movie pinso rookie reyes luke voitz taylor herne and sam hillier with the east of the jackson choreo no j-rod from bone chrome sapphire just a rookie that's how he is doing like 130 to 150 raw so like his tops chrome true rookie yeah that's why i'm not surprised it's 300 that's great uh donaldson a mccarthy and toli debacked desert cooloff and a herald ramirez marinaccio alcala a gold rymel toppy a blue jays 40 out of 50 red sox legend now he's on the red sox james norwood i bet lane and shan just learned that that rymel toppy is on the red sox now oh okay forgot your rod your red sox fan you're like my third boost a second don't worry about it you'll know when you know no it's probably the race to be honest debut brandom marsh with a green joe callie white sox that's a red sox legend 75 i have quite a few rays had lucas sims col sands that makes sense because they're close to steam to where you live currently so and i had the uh we'll have the austin meadows super naikwin fire eyes and us your tiger's fan well now i guess i'm a tiger's fan because i'm also a riley green fan so i'll admisdi as we'll have to have blake introduce you guys one day i have more red sox here than i do rangers here abram's debut 3000 hits and a brison's dot debut okay how much of it was given to you by blake though only one thing okay i legitimately like would buy red sox stuff growing up sanchez am jay melendez debut for the royals witt green and melee okay i don't do it that's a good reason though hunter green rookie reds joe she suits you go in an orange you gotta yell her nanda's nationals 17 of 25 and a curbie rookie for the mariners avasail garcia pydra's picture perfect joe denand rookie marlins and you say kukuchi christel their cookies adam adivino william woods a kind of suarez just because i can hammer more cookies i'll have like one piece of cake maybe like another one later on but cookies is like scherzer dilentates like you can choose show how it's honey it could be pretty right correct if you give me just like straight up like generic something i'm gonna go cookies though but with milk but it's right now it's with milk so here's the thing here's the cake can be better than cookies but on average like they're like safer so that's why i'm saying like if there was a package of like public's chocolate chip cookies in there right now they'd be going they'd be gone but there's it but if there was a cake out there they'd be like one piece going because you can just take it out i agree agree like i said okay god just have your bias ice cream cake i'm hiding it in male a josh low debut yeah you better because i will hammer that too lobster ice cream cake oh man said he scored i didn't even see it but doubt bruhon sapphire does that to you though coles s sulser stevenson and debut stud yon gomes yeah put in the airfire serena serena will love that boston flex padre's dual and matt olson otani already has a hundred he's got a hundred yeah he hasn't been playing that long savalli j-rod debut now jace peterson and iraq vincenzo rinos come on one more big parallel or i mean we've had a huge parallel but we have a base j-rod so ellie ramos debut yankees team card and an orange shondue little nationals 17 to 25 william woods ricky braves what do you guys think cake or cookies i'll top your head right now you can't pick one or the other someone's gonna give you a cookie or a piece of cake what do you choose you can see gore debut michael fulmer kyle kody freddy cream well i guess two cookies would be like a piece of cake sin sin was quick oh man we got cookies is oh cake is bad whoa all right whoa now cake is things getting things are getting crazy quick now john kray shon's like keep up yeah got a giant's dual edward or rodriguez and erga feddy that one beard color matching the do little that's true good call believes i miss that one stott on the base there you go fillies strickland and a green yin kennedy debacks 10 of 75 frostless cake yeah like cake itself cake itself is just the thing you bake the part the piece you bake do like a lemon bar cake i mean technically you can have a cookie cake do the lemon bar cake i would i would i would destroy or like a i guess a cake would be a pumpkin roll is a cake definitely not brownies over cake bad cake brownies over cake i guess that's not a bad cake let me tell you i'm a chocolate so we got green yin kennedy joe kelly richie palacios kevin guttieres and jose kintana those are all the 75 gold the 50 ryan al tapia and sunday gray sin for once i don't agree with your take orange at 20 25 shon do a little chase silseth and uh yadda yel hard nandas those are the parallels we also had a base rookie of uh j rod that will do it thanks again everybody more sapphire up next i'm also in the team that just like brownies are not oh man like i would take pretty much any everybody calling these desserts bad i'm i'm getting pretty upset because i'll eat all these desserts like warm cookies out of the oven 10 out of 10 times over brown shon and i sound like degenerate eaters yeah which is if it's there i'm probably gonna eat it i'll probably what do you want to do yeah whoever hit the sell set there's a potential buyer in youtube if you're watching live on to number four what about cheesecake how do we feel about cheesecake nobody can say anything bad about cheesecake right like that's the best banana cake so a two that you guys got to go to two days and get the banana dream that's uh that's what you got to get so what everybody should do go to two days get the banana dream ice cream is good too ice cream is great they're like gelato either one's awesome ice cream is cool because you just it's ready to go anytime in your freezer always there for you so would you classify like banana bread as technically it is right that's why i'm asking would you classify banana bread as cake i think it is because it's a batter it's a batter no it's a loaf but it's like a loaf cake it's like a lemon bar cake or something banana bread is cake banana bread is one of the best cakes there is right i don't know because you're making a batter you're not making a dough that's why i think it's a cake it's well i mean it's also the most sugary bread you could eat and oh no no doubt i'm just saying i think it's i mean what else are you supposed to use bad banana support i think i think banana bread banana bread just because his name bread doesn't mean it's bread it's made from a batter french toast is called toast but it's not toasted so so french i mean if you eat it in france do you just call toast if you're in france yeah like i have some if you order toast they're gonna break your french toast in france oh we got this is not uh no we can't about what about french fries are they just like oh no the can of worms has been opened the can it we gotta go we gotta go everybody for us here oh god we just started the break for us here up in 2022 update sapphire baseball five box number four random teams let's do the random and then we'll get right into it i don't even get a word in lanes like bacon or sausage stop lanes rapid-firing to get everybody to throw these hot takes out here uh three and two it's a two over here you're going five times me too dude let's make it a worse lane pistachio i've never had pistachio ice cream dude pistachio ice cream is the best five times in the names all right quiet we do the random names five times one two three four and five greg b down to walter h and five times on the teams one two three four and five d backs down to cubs dude i'm gonna go to the i'm gonna go to the store for this i'm gonna buy cake and cookies and cheesecake and ice cream and almost all ramars chocolate-covered macadamia nuts are so amazing all right greg b d backs kirk l dodgers josh s pirates alan s a's jacob c twins nam q mitch joe s tigers thomas b royals gabriel c rockies blue jays andrew s o padres jimmy l guardians gabriel c orials white socks walter h fillies george y angels david f astros andrew sm reds gabriel c rays sander with the nationals edward p rangers joe s brewers marlins ryan b braves matthew c yankees jesse k redsox giants matthew c cardinals herald s mariner's walter h cubs let's get those posted get you a link we're getting right to it hot takes your hot cakes no ice cream cake is definitely cake is the ice cream is the spongebob ice cream bar spongebob or is it ice cream i don't know i don't know is a strawberry shortcake cake or ice cream i think it's a short well that's like a compound of things because you're using like an angel angel is it angel cake yeah using angel cake and you're just adding a strawberry topping to it so it's okay no but i'm saying like the strawberry shortcake like good humor ice cream bar is the cake or ice cream strawberry shortcake it is delicious is what it is it's your rachel uh anthony bass and a gold right off the rip is a el admis diaz astros 47 to 50 if i had engine Martinez yesterday i said i don't need i wouldn't i would house 10 of those right now i usually eat three or four like i would have nine right now joe pares green josh harrison for the white socks barbina three of 75 dude i'm gonna go eat jerk chicken i'm gonna go eat banana bread i'm gonna eat all the stuff we're talking about i'm gonna go spend four hundred dollars in public real quick guys i need to do my uh basset by monthly grocery shopping so loisiga kurt kasali and jake mariznik all this stuff it's all snacks it's not real uh you're you look like costo josh winder seth brown bobreiski rookie tigers and a cow brain shrieking corials yeah because you never know what like one night i might want fruit snacks one night i might want gushers that's why i might not want pretzels i got healthy snacks and i got bad snacks on my locker so i'm ready for anything and and i'm crossables in the freezer yeah i've seen that cinder guard will smith her domo and starling martin well you have to buy you're not gonna buy a four pack then i gotta go again in like two days oh the best was i got dunkaroos the other day i missed those as a kid glover quinn dunkaroos is literally like it's like chase still said shawn doolittle taylor rogers and a seya sezuki rookie oh god dude sam's here talking about glover quinn it's like diabetes of it in a container kory cluber aces of mets danie mendic whitesox and a bobby wedge and your debut for the royals god alex thomas d backs rookie derrick hill chris bryant and a j polyx sam's not talking about sports and in the stream what is he crazy talking about talking about snacks all right uh in between breaks haas it's uh it's difficult to make a pb and j sandwich oh no way come on it's an uncrustable you just gotta eat it like 30 seconds that's what i mean he's like how hard is it to make a pb and j sandwich it's very it's it's uh it's very easy to make one unless you're breaking and get up once every like four hours you got soto and alby's here one two three left four five six right so one two three gnats four five six break next thing you know the force is going to put in one nationals moxeros fix in the air fryer and then in between triple threads break so go and eat them i gotta do that same same pack here one two three left rocky's four five six right dodgers six right dodgers apparently that's actually what shawn will be doing that's possibly gonna happen steven kwan guardians rookie uh pool holes on the all-time hits carrot richards and a hundred home runs there that's soto but you gotta add suke kato tony gonsolin camilo dovall and a philly phenoms i've actually never had a peanut butter and banana sandwich before j rod there he is rookie base j rod mariners synvicti you ever have peanut butter and this one though dude fluffernutters yes no peanut butter and fluff sandwich yeah fluffernutters that's what's called oh is it actually fire so good fire if you get crazy one last dance cardinals herald ramirez and sam hillyard peanut butter banana is great peanut butter and honey is great michael panetta peanut butter is the base of most of my joy i'm not realizing as far as food goes joe kelly james norwood also i don't know much gets better than a pretzel stuff oh man after you know that they have those at the store and dude they're so good i find dude i probably ate the whole thing that my grandma bought the other day at her house actually gave me the dominique wilkins too that uh five pound bucket of it yeah i'll go through half of that yeah i was gonna say that's all i eat for breakfast lunch and dinner one day and i'd be malnourished a couple guttillas megal cash are not to mention five pounds heavier i think we've all had nutella wander rookie debut nutella is all right no one used to be in the teller i don't think nutella is that good i'll call it like it's all right i don't love it i love hazelnuts i just don't love that i don't know it's too chocolatey and sweet joe smith twins 65 is 75 on the green tyler anderson i'll eat it like nutella and nutella and uh bananas good new tellers are not allergic like i am you're allergic to new teller bananas uh luke mail and orange oscar mercado guardians number seven seven and twenty five growing up playing sport tommy fem and mercado it's just a recent thing oh because i was like i'd be tired and my coach would be like here i have a banana there so it's like if it's a cooked banana i'm good though like banana bread's fine yeah i plantain's cool but if like i'm eating a raw banana like my mouth gets all like everything swells up really yeah i guess that's the same thing that would happen with me and seafood different though because like if i could have been as cooked i'm good rodan i've never tried cooked shellfish davies green taylor herne numbered 16 to 75 for the rangers and rookie ladolo debut reds you uh antony richardson fan today i am actually i was in maranda twins rookie god guardians of the central hanser alberto and anisoceratus i've been looking at the schedule let me look at that real quick sin vika i'm gonna get your shellfish jose azucar jose trivino rad boxburger and a panya debut for the astros mccuchan kershaw card there alex thomas debut debax and hunter dozier yeah conor yawned iran rookie a gold adam angle white socks number 47 to 50 yeah so sin vikta i won some one of the waltz and scissor hernandez and i plan to eat oh god it's just not gonna go cj abram's rookie padres adam frazier can eat right outside of the er i'm gonna have some else on the menu and uh an ambulance like on uh um speed the lane lobster cocktail got austin meadows michael franco angels dual mvp and rob revslider matt brash debut uh royals dual rookie marcus stroman and josh roe husk they're gonna go back even though they're in the freezer in the freezer for a couple months now a few months like six months it's been three months it's one time conor joe yoris familia susuki debut and adam angle deliciousness and nothing the real question is what's gonna happen to the tomahawks ever to cabrera what let's go man let's get this right i've been here across the walls out of that freezer for how long is tomahawk time uh cabrera debut marlins green colby allard rangers number 46 of 75 i think that would work in the air fryer a star's collide twins and debut arias so i'm guessing it wasn't my super super practice in vik out of that break adam heasley hunter green debut rookie rivalry love overall wait don't you have one of these already yeah but i think it was last break yeah i think it was you go good drum i want to die well i don't say if we roll i can roll die or if we had the one already i'm gonna set it aside for now because if we had one of those we'll just go to the other team orias pools tigers there and granky national all right cool that one's gonna go braves in sweet lorenzen torrens solar and kirby debut so the last one to the nationals this one's going to the braves same card veteran combos it's all these and uh so are they well in it oh i gotta go check it out i haven't i haven't looked at it yet dude matt chatman a one last dance cardinals ricky orange josh winder for the twins is a winder a winter oh he does well in every break that's not true yes all right maybe uh bobbywood jr rookie magda and then a winder orange was 22 or 25 ryan pepiot there's a pepio guardians card drew strickland for the mariners and a sunny gray lavastita louis gui or may strifling and a jeremy pain your rookie either way recap i don't like those red and black city jerseys paddock gary sanchez yadda yel hernandez and jaco de rizzi riyadh maheraz with the goal we're gonna start looking into where we're gonna buy our world out of this yadda green rookie debut torkelson nice 33 of 75 nice one tigers darren rough jose maranda debut tiger uh shan't get buried jp sears jp fire eisen this is the jp pack right here sears and fire eisen alex dickerson dustin may nester cortez nick wittgren rubnero door pepiot dodgers debut story hummel strom romero arcia autovino cisnero nola andrell and simmons tsutsugo and orange autovino for the mezz color match 18 and 25 adam autovino and a pilkington rookie for the guardians jake walsh rookie for the net for the cardinals amir garret cori seager sergio alcantra or alcantara all righty some of them are alcantara no but his name is pronounced oh is it alcantra it's like himenez and himenez and himenez all right quick recap we had greens colby allard taylor herne joe uh joe smith josh harrison golds adam engel aled miss ds orange josh winder oscar mercado and adam autovino and married cards we had the debut torkelson to 75 tigers uh base bobby wit jr jeremy peña and j rod in the five box that's pretty awesome that will do thank you very much everybody number five is up next it helps from the randoms at the beginning everything that isn't like a big mixer or something like that i definitely do it on my serial numbers and one boxers and stuff like that i think we should maybe talk about one day implementing it more like actually for real just yep do it this way like you said it helps with a lot of things you want to come over you know that victorio is over there by your crib right behind on what is it punk club road and there's the publish right there and then there's the what the gym down at the end retro fitness or something's down there and then right in that corner is an italian restaurant it's really good the italian place i went to that was good was called italian express well anything he says express in it i don't care that it was supposed to be fast or whatever it was actually probably the best italian food i've had since moving down here really yeah it was the first place that didn't mess up fettuccine alfredo victorio is right that place we need to pull an auto now oh man poolside yoga got cancelled for today was that at your apartment complex dude i get so mad they do they do food trucks on thursday nights in my apartment complex they do they do it every wednesday and friday what a joke dude they do uh jets pizza every wednesday you know for detroit style i like jets not bad i do like it it is it is like a lasagna though what am i going to do poolside yoga got cancelled for today i guess you're not getting your yoga really dude you just ruined sam's day you might want to tell donnie ahead of time because he will price it on his way and he will blow a gasket if he gets here to learn that poolside yoga was cancelled if i know anything about donnie and brison it's that they're yoga buddies the funniest part is like there's four people that work here that live in this complex so you actually have someone to talk about now so other than work uh poolside yoga what are you gonna do they're like you know what happened it's too damn hot in february that's what happens i think we're supposed to get a thunderstorm which is why they canceled it supposed to yeah oh i don't know dang it's already four all right let's get the break started all right here we go y'all 2022 update sapphire baseball five box number five random team style we'll do the random get right into the break same recording good luck nine times six and three names first one two three four five six seven eight and nine andrew s down to mark g and nine times on the teams one two three four five six seven eight and nine angels down two royals let's pull like a pad parasha otani or something one of one red golds purples those are going to be the chases our andrew s angels edward p cardinals walter h redsox jesse k nationals arny t a's brandon d whitesox vinny p podre's edward p fillies andrew p dodgers joe s guardians brett s d backs jacob c yankees craig k tigers mike c astros evan r mariners kirk l ray's arny t pirates walter h twins angel l rockies blue j's ryan b giants greg b reds sander k cubs jesse k braves nam kewbrewers marlins victor f rangers e and s mets jonathan b orials mark g royals let's get these posted let me just grab the whole thing and uh get your link and we'll get to it yeah no super fractors in in uh sapphire this sapphire anyway pad parash as one of one you know how many all crustals you could fit in an entire just so i win this freezer and i could win more meat and then i could store them in the freezer that i don't need to really know how that is she got it's lane's got lane's got issues right now you guys this guy wants to go off my feet now man they got a freezer in 7-eleven dude like you yeah you're all right yeah since going you got ice cream in there dog i just go to bruise to go on ice cream right you should wow okay first card is a hulia rodriguez rookie okay mariners there we go see how they were stiff on these to begin today and now we're hitting one lever like five or six boxes gonsolin fam and churrinos like open a u chang adrian martinez and he can't bite it on camera bradley zimmer then at that point we're just acting like donnie over here yeah debuts joe ryan is donnie actually chad cool jesse wanker i don't know we're just messing around because this is a joke one night i was like is donnie over there licking the cards just joking around someone said that it's like yeah every single one of them uh debut wander nice debut wander there we got nick pavetta kyle isbell and a ricky bradish for the orioles dude lane lane is having a hard time adjusting to shan's methods luke voight luke jackson a gold dakota johnson for the cardinals number 13 out of 50 take my reasoning to rub the cow it didn't work so i'm passing it on rene pinto rookie reyes tyrone taylor starling marté and a rookie bobreisky tigers can you guys get your spots for tonight's breaks got donaldson erin bummer a green tyler anderson for the dodgers 72 a 75 and a seahsu zuki rookie there's only going to be about a 30 minute break between force ending and sam going live yeah guys so get your break spots for tonight's rookies and stars random styles a few other uh football breaks and mixers in there and imac wwe marinaccio alex cullum a which still has some spots that stuff looks amazing it's going to be it's going to be pretty fire i'm a great wwe fun it's going to be great fun if you all enjoyed wwe impeccable i'm act should be better yeah yeah tyler nacoin rookie brandon marsh debut angels michael gibbons and tyler anderson abram's debut padres rivalry love we'll die here one two three left four five six right six right side braves and albis here braves braves braves all i'm his ds purple archie bradley angels numbered one of ten there we go uh dancing in atroian josecan tana melendez debut pooholes all-time hits 3000 hits for miggy as well in a chris archer as you senchez last dance cardinals green miguel castro yankees numbered 41 of 75 and a rookie palacios guardians come on autograph come on autograph hunter green dual guardians picture perfect padres and payante cardinals rookie avisail garcia hundred career home runs otani kirby rookie mariners and a pooholes there for the dodgers they have a lot of pooholes in this i must have been good max scherzer brice elder rookie for the braves alcala and kukuchi our pooholes pooholes first like like oh three to like 13 i would say i'm just saying like you you take like a 10 year window of either one's career who do you think had the more diamond i'll say poohles so i'm saying even with triple crowns it's i know i know i know that cabrera pooholes one more conard joe tepera and luke williams maybe didn't have like the post season which is why i feel like people sleep on him once they're green date i mean he won a world series yeah it's so early in his career fire eyes and a logan web literally won the won the world series and the marlins are like oh we don't want anyone on this team anymore let's just trade them all away josh becket ace miguel cabrera one of the best young hitters there is col sands we don't need these guys like if on rodry if on rodriguez no thank you michael lorenzen green otani hundred career home runs 3975 angels noice dual tigers there and dual rays i just feel like in like three four years after maybe he's actually been retired for a while the card market will risk but react to like how good he really was chatman satsugo piña and tames that's what happened to david ortiz yeah like you can buy game used patch autos of maybe for like 150 bucks from like early 2000 sepio autovino torrenz and fraser it's it's kind of wild dude it isn't gonna happen though you're right it happens all it happens a lot in baseball specifically a louis guillomay and orange rookie richie palacios guardians nice four of 25 second rider and presley lavastita tate smith and cooper cursed right now just thinking about food sin victor there might be but not that i'm aware of maybe we have to start with a lot of baseball fans here matt duffy aria dronza a gold jorges salaire for the marlins 32 of 50 rookie marlins jordan and uh kelly jensen ryan yarbrough nick tropiano and eugenio suarez ryan altapia morales ricky phillies garret richards and ricky william woods braves jock peterson tim locastro ricky nick plumber metz and roberto pares well i don't think it's going to gain traction mj melendez daniel vogelbach a green nick tropiano rangers 17 to 75 and rindall gritchick counter fileffa digotti camilo doval and josh lo debut and he's going to be shouting dobal tonight a few times i bet kato rookie jo kelly brison dot debut phillies in the tether melee he says doval like doval doval i would watch just to hear the crap he says and just to hear shan's reaction that's why i would watch terrible then kyle t and vaughn and shane and illegal and everybody gets in chat it gets crazy last one guys we need we need to hit in this one i wasn't supposed to say that rand fro tither wade chris bryant and bobby witt debut i know i need to wear a plus luchas fox anthony bass and an orange jp fire eizen rays 16 and 25 brookie ladolo debut josh harrison jonathan louisiga infield crew oryals and parades come on come on glaceus torkelson debut cubs dual and rookie debut jerry panya astros now ulysses chesine seth brown alex thomas debut and a hunter doger jacob stallings kwan debut guardians luke rayley and a cesar hernandez why did they be using this one torkelson bass tigers rookie taylor rogers a green oscar mercado guardians 74 of 75 ladolo rookie bass for the reds geo rachela aces up metz white socks dual and a rob rapsnider all right let's go ahead and do a recap guys we're gonna one more after this grab your swatch tonight guys we got one more we're gonna do it quick get out of sam's way appreciate everybody for the patience on sapphire sorry again for the delay yeah sorry again appreciate that we got it though we got six more the other six seven through twelve we're coming up uh the start of the evening greens we had oscar mercado nick tropiano miguel castro otani career home runs there tally anderson gold whorehead solar dakota hudson orange ritchie palacios jp fire eizen and a purple of archie bradley they base rookie of hulia rodriguez and that will do it thanks again everybody again one more up next it's nvicta texas somewhere so i think this is the biggest cowboy's fan that's why some victim we'll we'll we'll see real quick if some big is still watching after i said after i said okay so okay i was gonna say you'll find out real quick if he's still watching if you say something like that oh there's nothing wrong with being a cowboy fan some victim oh no oh no now lane's in on it it's okay to root for good teams so victa hates cowboys but he likes lane and courtese this is just a disturbing that's not untrue you guys know i say things to stir the pot i gotta get chat going sometimes i gotta i gotta hop in and get sam going sometimes too you always get to be a competition with shawna yeah sam yeah sam is always going that's true all right y'all last day time break just do it everybody forced here rip in 2022 update baseball sapphire five box number six random team style so they're random and then we'll get started good luck six and five eleven times of course when we're behind you always roll high numbers names eleven times one two three four five six seven eight nine ten and eleven ryan b down to brian l and eleven times on the teams one two three four five six seven eight nine ten eleven reds down to brewers marlins ryan b reds brendan h astros walter h filly steven w raise michael m padres jesse k tigers edward p guardians remars with the giant charles b deback sander k twins the mq mariners charlie c rocky's blue jace michael m yankies evan r cubs alan s braves troy h a's mike c whitesox jesse k pirates vinny p cardinals alter h metz uh jay with the rangers ens orials craig k dodgers jessen k redsox charles b angels edward p royals greg b nationals brian l brewers marlins we'll get the results posted and we're ripping here we go everybody the redsox just got like what do you mean no asong just got discharged from the navy and is reporting to the filly's spring training he was like traitors on the release or something he was drafted in the rule five draft because they thought he wouldn't be able to play for the reds yeah i know i know trust me the no asong needs to go on forever that's what i'm saying but now he's actually going to training camp and or spring training and kind of make the opening day roster typical red socks yeah that's how that's how it's going there's sanchez garret stubbs canizner and rylan bannon was the otter rookie for the fillies steven dugger martin peres and luke williams rookie marlins i was a wager some sort of box of cards some sort of box of cards no that the rangers 2017 2017 person football paddock dickerson a gold mat baity for the padres 23 out of 50 chris archer who do you think wins a world series first based on current rosters and like farms jp sears darren rough iohanio suarez and josecan tana red socks or rangers the rangers the rangers that's the only issue nester cortez joe ross alex dickerson and joe denand rookie very close one strike away second place is the first loser let's keep it moving all right mr hundred-year drought trevor story cooper hummel match strong and you say kukuchi no more drought now team has even been around jelton simmonds rlando arcia archie bradley and eric tames wait but so who do y'all think will win a world series first though boston or texas jake walsh green camila dovol giants 29 of 75 forget fan your garret george kirby rookie mariners this is literally set up to be one of the best teams in two years and like this year next year too i'm taking two years from now they're set up to be legitimately one of the best teams in this world connor joe we got a green will smith braves numbered 60 of 75 ryan separa sam halyard ebra cabrera rookie debut marlins hunter strickland for the reds a gold kelly janson braves numbered 16 out of 50 herald ramirez adam hazely garret stubs uh twins dual and joe smith orius or iris hunter green debut rookie reds steven dugger and taylor hern to have slowed down on this one what's that michael lorenzen cori dickerson tiger's dual and an a's dual yeah carl i'm talking about as roster sit right now obviously both teams can make moves can make pepio chatman things like these torrents and a dual here we'll go one two three left rockies four five six right dodgers two left side going rockies yorme joe ross montero rookie rockies and jake mariznik lavastita with a purple rookie joe ryan debut very nice three out of ten for the twins good stuff there twinies drew steckenrider and a tyro astrada the reds probably sail taylor walls uh kaleb dealbar jose cisnero and albert poohols it's a good picture rois louis there we go boston flex and orange chris archer twins number 17 of 25 rookie peyote for the cardinals i mean it should be beo that's what i think they're actually set up to be a different take down the ashros yeah clevenger lamb castro and norwood people aren't even talking about the avich rookie cold wind chad green mercado and anderson top pitching prospect for most teams how's the rangers bullpen right now that's where they need work see that's where the red sox that's like the one place red sox are good is the bullpen my guess is kumar rocker gets moved to the bullpen pashe bradley that's not a bad move and a green rookie josh winder for the twins number 41 to 75 like at least for like a season yeah or wind gets moved to the bullpen one there's like they just have too many elite starting arms lez either roberts cubs rookie brad hand and mariners duel kimbrill eliot ramos rookie giants inky's opening day and nationals one soto under clear home runs of all of all these good roi sluice debut twins giants uh heli is i use their name heli martin one two three left cubs four five six right pirates hello's already on ir four going to right side that's four pirates on this one that's not good and philly phenoms that's that's that's great news carl that's really bad news all right i'm down for red sox tank season just get a good draft pick again get another marcello meyer in the system and we'll spend a bunch of money next year i'm sure of it maranda rookie twins carlos rodan darik hill and a bradley zimmer tired of the astros just dominating the asa car dakota hudson adrian martinez and then anderson sephirino right i'm like but the astros are the defending world series champs and that's better baby alberto and lugo yeah the laws of arolander but like that doesn't really matter and then they upgraded goryo to who's a abray you yeah juan diran rookie for the twins andrew mccutchen brad box burger and cop bradish ricky orials they upgraded like a mad player to an al mvp adam frazier donovan walton jesse winker and jake mariznik and christian hobbyer is just going to keep getting better so that's why they led burlander league abram's rookie there you go padres the base jen kowski mvp caliber angels and a jeremy panier rookie there we go i was gonna say and they have jeremy panier who's gonna be another year under his belt jack what's gonna happen to korea's little brother hopefully he gets good he's all right but i mean like but that's the stiff competition with the astros austin meadows joss stammont a gold rookie bobby wed jr what a monster 40 of 50 unreal holy edward p that's probably the second biggest card we pulled today we are pulling some fire that that is probably the second biggest card of the day behind the wonder yeah yeah and then i did paint after that yeah i would mag that one oh you think the dolo debut for the reds actually can you just uh put it into my bike spokes can you mag oh my god matt brash colin maran green chris bassett met seven to seventy five can you mag the mag and randall gritchick shan hadn't hasn't seen the uh the kenzie chubaca you haven't seen that it's pretty good dude it's pretty great i'll show you after this it's so it's really really good whose idea was that all hallie all hallie that's amazing so good joe perez ricky astros rice mcguire marcus stroman and josh rojas did you see shan getting sam no with joe mama our new cruise debut josh winder ricky twins zack davies debacks and see the matt's cardinals of course i got him so good was it i got him so good i missed it she clipped it and she put it on the i don't know basset gold matt duffy angels numbered 45 out of 50 albert abrayu and alex thomas debut debacks john but how many cards became good because others ruined will smith guardians of the central ansie's or hernandez yeah low pop counts now like how many cards like getting pulled in psa 10s because they were all put on bikespokes cinder guard dodgers air kirk asali bobbywood jr bass now royals goodness gracious royals crushing this break bass to go along with your gold chase silseth silseth silseth giroldo predomo rob raffsnider and nick ledola reds rookie silseth silseth silseth kory cluber redsox legend denelson lemay a green garret richards rangers also redsox legend 29-75 josh rojas i keep forgetting kory cluber is on the red sox alex thomas ricky diamondbacks michael franco danie mendic and a marcus stroman that will do it guys give me a sec we'll do a recap sam's coming up just a bit everybody but that will do it for the daytime right after this right thanks again for your patience with sapphire thanks for filling up all the rookies and stars today you all are the best let's get those breaks filled up for sam tonight we got the cup tomorrow we got tops sonic chrome baseball on friday as well as revolution soccer we got some crazy times ahead there are no breaks on the baseball channel on friday so if you are looking for sonic it will be on the main channel nothing on the baseball channel for friday yeah matt's busy y'all uh we got greens garret richards chris bassett josh winder camilo doval doval oh man had to hit him with will smith gold matt baby matt duffy kenley jansen as well orange chris archer a purple joe ryan debut this is a very good break purple joe ryan debuted at ten we had base bobby wit jr and jeremy panya and gold bobby wit jr monster 40 of 50 that'll do it y'all thank you very much and once again sam's live in about half an hour we'll see y'all then get those spots filled up tonight thanks everybody


The Nigerian Union of Pensioners in Oshun State is lamenting that its leadership has been repeatedly denied access to meet with the state governor, Sen. Adimola Adelike, since his assumption of office. The association said a persistent denial forced them to organize a press conference as a medium to reach the state governor, addressing the press conference at the State Headquarters of the Union, in Oshobo, the State Capitol, Secretary of the Forum of 2012 Pensioners Shola Olojede, appealed to the governor to grant them audience, saying it is time for the government to pay all their entitlement. He said access to the government will give them the opportunity to imitate the government with the intimate government, with the plight and agony of pensioners in the state. On his part, Mr. Ghaniyu Salawu, who said the pensioners were not in a battle run with Governor Adelike, noted that he would do well by giving them access to place dear demands before him. We are very tirelessly to pay this August visit since the month of April, but we will not get across to them. They were telling us that they had a busy schedule, traveling to Ambuja, traveling to Lagos, one program or the other. So we wanted to see him one-on-one and discuss means and ways of alleviating the problems of a pensioner. But up to now, we have not succeeded. Immediately he was sworn in, series of letters of congratulations and all the rest were sent to him. No response, no acknowledgement, nothing. We have also tried to pay him a solidarity visit since about two weeks ago, still no success. What is in our mind, we are not ready to fight him because his party, TDP, is our party from the onset. He gave us the promise that within six months, understand, but we believe that for what he met in the government, whether it is because of that, he failed from that day. We still need to give him more time, but we believe that according to his brother, Adelike, he himself said that if Adelike himself, if Demolai himself failed, he himself will go to the asset. Hello, hope you enjoyed the news, please do subscribe to our YouTube channel and don't forget to hit the notification button so you get notified about fresh news updates.


All right, thank you for joining our talk. My name is Hua Mingqian, and I'm joined by Qian Wang from IBM. It's our pleasure to meet you here, and we are going to share with you what we have done for the sustainable cloud AI. First of all, the agenda of the talk is that we are going to show how we deploy cloud AI, especially using foundation models, and what we can learn by measuring the power performance and the power metrics. How to discover what is the best way to optimize energy consumption for foundation models. And there are certain future work directions we are going to explore, and this will be including a demo from Qian. So first of all, we just want to have some overview of what's the energy impacts and the environmental impacts of foundation models. As years go by, and this is all, even though this is only five years since the first large language models from other institutes, the other models was introduced, we still explore exponential growth in the large language models. So the four metrics evaluate large language models, the size of the parameters, basically the connections between neurons. We see that's grown from 94 million all the way to legends that GPT-4 has 100 trillion parameters in only five years. That kind of growth is surprising. On the other side, if you're looking at the models, training cycles, what's the cost? The cost can be a monetary cost or environmental cost. Looking at the numbers, we got it from the Manners paper. The training cycles, the amounts of energy and carbon footprint included in these training cycles, this is quite impressive. In the early days of OPT, that's for Metta, we are using 137 tons of carbon. If you consider that standard is that's a car using five tons of carbon every year. That's the equivalent to 40 cars driving in a year. And if you are keeping getting bigger and bigger models in the future, the amount of carbon that's going to incur is not something small. So we want to do something in that direction, but we are not going to talk about the training. We are talking about the inference. Also, this is the paper from Hockingface. So we see here, that's two dimensions. The X dimension is the number of requests in a 10 minutes interval. So if you have very highly positive traffic, the last intervals that go into the left side, the closer to zero. The Y axis is the energy consumption by test server at the moment. So you see here, there's a big cluster as the corner. So we see two things. One is that even there's no request, you still spend, the GPU still spend a lot of energy on idle, on idling. So that is not something trivial. If you have this wonderful server serving a wonderful model and you are not receiving a lot of requests, you are still spending a lot of energy on idling. The other, that's most of the energy being spent actually being capped. So you can potentially put a power cap somewhere in the areas you believe the best. But in our later presentation, we will see that the power cap is not always working. So a quick discussion of what's the model we are using in our evaluation. So we're using Bloom. Bloom is a model from big science. You can get it from Hockingface. And this has a multiple variations. You can have a smaller ones with only a few hundreds millions of parameters to the big ones. We saw 176 billion parameters. And you can scan the QR code to get the Docker file. And that's the step number one. As we have the talk this morning, the keynote talk in the morning, many of the data scientists, the machine learning developers, they are very good at building machines, building the models. But oftentimes the end users want to have the workloads to be able to deploy it on their own environments. So Docker file is the first step to get this thing done. So when we are able to containerize the model and the serving, then it becomes more affordable and more accessible for the end users to use them. So we're also using the stable diffusion model as well. This is our QR code for the web UI and the stable diffusion Docker file. So again, this is very helpful for the end users. If you are, for example, if I want to run a stable diffusion on my laptop, I do not want to replicate everything in the hugging phase. I can just run it as a container and that solves a lot of usability issue on my own local environments. And if you are running the workloads in your production system, containerization is also the first step to make it happen, to make it so cloud native accessible. So we just used the way we containerized, once we containerize the foundation models, the next step is to naturally build a container phase and make the containers available in your Kubernetes deployments. And with that, in our evaluation, the two containers are building our privacy repos and we just push them to the query image hub so we can get the image from there. And these are two links to the YAML file. So when you deploy the containers on Kubernetes clusters for the best usability, you probably need to have the GPUs. So in the environments we used, we evaluate the GPU power consumption on each of the containers. So that's why we need to have the resource requests to claim a GPU for each of the models. So that's two models running in our system. The first one is a bloom, the second one is stable diffusion and each one of them using one of the CPU. So that is, by the way, all the set up environments set up and YAMLs are available in the GitHub repo that we provided for this demo. So once we have these deployments available, we create a service. The idea of the service that's to make the foundation model access available for both the end user, as you see in the previous UI. So you can have this UI to manually type your prompts or just go into the stable diffusion, you create your image. Or in our later evaluation, we use these service to inject tokens so we can evaluate the response and also generate the workload so we can measure the power consumption. So that's how it works. So the whole process making this evaluation, the measurements happen is that we first of all create the necessary resources for each of the deployments. We have to install NVIDIA GPU operator because that's the platform we evaluate. We create the GPU request. So each of the models will run its own GPU bloom and the stable diffusion. And then we use NVIDIA data center graphics monitoring stack the DCGM exporter in conjunction with Prometheus to obtain the utilization as well as the frequency and the power information on top of which we do the queries to obtain performance per watch information. And we discuss how that's information is used to derive the relationship of how to optimize your workloads energy consumption without losing performance. The analytics, which is very interesting, is going to be further deep dived by Chiang Wang. A little bit about the energy conservation and power optimization. So the theory is DVFS, dynamic voltage frequency scaling. So as you all know, the energy used by the GPUs introduced by the circuits, right? The electronics circuits as running as a higher frequency or running as a higher voltage will consume more energy than lower frequency or low voltage. Oftentimes the best tuning is to tune the frequency under which the GPU or CPU is running. So you can reduce the energy consumption but that's where it comes as a cost of delaying the extrusion time, extending the extrusion time. So the lower the frequency, the more time you're going to spend on the same device running the same program. So how can we get the balance of achieving the most optimal frequency and execution which is the performance metrics such that our performance will not be degraded while the overall energy consumption will reduce. So that's the goal we want to achieve using the DVFS based tuning. So NVIDIA GPU, you have three ways to do it. One is that you just put a power cap in and rely on NVIDIA's own internal mechanisms to reduce the overall, to cap the power consumption for your workloads, which we are going to discuss as its own limitation. The second one is that you can just adjust the frequency and the reach the GPU operates. So there's two frequencies you can tune. One is the 3M multiprocessor, the SM units. This is basically the computation frequency. And the other one is the memory clock. That means how fast the data being transferred between the memory and the processing units. In the environments we are using, the V100, we can only tune SM frequency. The memory frequency cannot be tuned. The very last one is the voltage. If you operate at higher voltage, same frequency, then you consume more higher power. But on NVIDIA device itself, the voltage is not tunable. But as you know, if you are running for your own laptop, you probably can have some other ways to tune the voltage. But this is not as possible on the data center GPUs. So we are only focused on the first power capping and the second, the SM units frequency tuning and see how much performance and energy changes we can get. And with that, I will hand it off to Chen and she will explain and show you the demo. Thank you, Huamin. A little bit about myself first, Chen Wang. I am a staff research scientist in IBM Research and I was mostly focusing on Kubernetes and cloud native stuff in the past five years. And recently I'm moving to more AI system support, especially cloud native AI system or platform. So just come to me, drop by for chat if you have any questions related to those. So about this talk, I'm going to more technical details here. And then we have the GitHub repo. So you can scan the barcode, get to the full tutorial. So the whole setup to set up Bloom server, stable diffusion server with all the GPU tuning only takes around 30 minutes in your Kubernetes cluster. And so let's first take a look at the two control knobs Huamin already mentioned. The first one that you can do the energy conservation on GPUs is NVIDIA GPU power capping. It is a feature that allows users to set limits on the power consumption of your GPU. So if the GPU workload demands more power than the cap allows and then the GPU may reduce or dynamically adjust the clock speed or other performance parameters to stay within that limit. And conversely if the workload doesn't consume more than the cap and then the GPU will just operate normally without any throttling. So you can simply use the NVIDIA as my command line tool to take a look at your GPU, what are the minimum and maximum power limit you can set for your GPU. And then to set your GPU power capping is also simple. You just need to sudo and use the NVIDIA SMI to specify your GPU ID with the new power limit you want to set. So this is an example I tested on my own GPU server. And so on the right, if you show the range, it will show you like minimum power limit and maximum power limit. And then another pretty useful knob is called the GPU clock frequency setting. So it's a tool that can help you manage the performance and power setting of your GPU, including modifying your GPU clock frequencies. So exactly you can run like NVIDIA SMI dash Q dash D with supported clocks to list all the supported frequencies you can set to. So it includes both the memory frequency setting and the graphics unit's frequency setting. And then it ranges from like 100, around 100 megahertz to up to like 1300 megahertz. So it's just for V100 GPU. And then for other devices like H100, A100, it may vary. And so similarly, you can specify the GPU ID, specify the memory clock frequency and the graphics clock frequency to change your GPU frequencies. So in this demo, we will show you how to container, simply containerize those foundational models to serve as a service in your Kubernetes cluster using open source solutions. So both the Bloom server and stable diffusion servers are open sourced. And then we create the deployment file, YAML file for you to simply deploy it in your Kubernetes cluster with one click. And then we develop some load generators using the real data size, real prompt data size from the open source community. And then those data size are available in the GitHub tutorial as well. And then while we run the load generator to generate a lot of load from both the Bloom server and the stable diffusion server, we can see how energy and GPU temperature is crawling up and then how they are using the GPU. So then we will show how the GPU tuning and power capping can impact the performance, especially the end to end performance of each query we are running. So in this way, we can find a nice trade-off between the inference performance you want to have from the generative models and also the power saving, all power efficiency you want to achieve. So it's a totally 30 minutes demo, but for the time purpose, I just speed it up a little bit into 15 minutes. And now we are in a Kubernetes cluster. So what you need is several tools like NVIDIA, the CUDA GPU driver, the NVIDIA GPU operator, the permissions, all the permissions stack, Grafana dashboard, DCGM exporter, et cetera. So then we go ahead to clone the hugging face provided Bloom server. And then they already provided the Docker file for it. And then we don't need to change it, to already have the APIs, the GUI, the web UI, all the things you need. And this process, the Docker building process might take around like 10 minutes to 15 minutes, but I quickly speed up this process. So again, there's a lot of nice open source tools around the stable diffusion models. They develop the web UI for a, they provide the Docker file for a, so it's all available online. And then for this one, you can have the barcode and scan the link on it, and the tutorial have all the links. And then the only thing you need is to enable the API for the load testing purpose. So we change the Docker file a little bit to include the, to enable the API options. Otherwise it will be just a web UI. So we have to try it manually. Okay, so the Docker is not available on my server, so I use PODMAT. Okay, when we come back, then we want to clone this report. It's on the My GitHub, it's OSSNA 23 demo. And so I already previewed those images on my query report as well. You can easily get it, get the latest version to test on your own Kubernetes cluster. So then in this demo report, we provide the two manifest files for deploying both the Bloom server and stable distribution. The only thing you need to add for those models is you need to specify like how many GPUs you are using. So here is specified limits and requests to one GPU. Okay, and another thing is you may want to create either a cluster IP or load balancer surveys to expose your surveys to external environment. Here, I just use the cluster IP. So now to expose the machine to the external internet. Then, so we use the same server as a load testing server. So we need all the detached screens to forward the part of Prometheus Grafana and Bloom server and stable distribution servers to local host. So that our load testing can send queries to those endpoint directly to fetch both the metrics and also the queries. Yeah, if you are familiar with Kubernetes, those are just regular load testing procedures we will do. So now the server, all the parts are forward to my local host, so in my local browser, we can see the YBUI of stable diffusion and then also the YBUI for the Bloom. And in the Grafana, you may want to use the DCGM exporter provided by NVIDIA and then it also provide a nice dashboard to show you the GPU temperatures for all the GPUs, the power consumptions for each GPU and then what is the utilization for each GPU? That's pretty useful. So here is the dashboard and then we can see like for the GPU is how the temperature is changing, how the power usage is changing and they also show the graphics units, frequency clouds and also the memory utilization, et cetera. So let's use this prompt, simple prompt. Welcome to Open Source Summit 2023 to see how the Bloom server works. So this is the 516 million Bloom model. So if you deploy like seven billion model or one billion model, so the quality of the output might be better. And similarly, we show the stable diffusion server can give you to generate a realistic photo based on the prompt. And those prompts are from the hugging phase databases and they provide really nice prompt data side for those big models. So to run our low generator, the only thing you need is on your low testing server, you install the Python environment, Python version is 3.9 and then we have all the requirements, required packages available in the repo. So you just need to enable the virtual environment and install all those package. Then the Python script low generator ready to go. So now we kind of start a new detached screen to run this stable diffusion low generator, which will send 20 realistic prompt queries to stable diffusion server and to generate a load on the GPU. So you can see like if you refresh the Grafana dashboard, the GPU temperature is going up when you have the load, right? And the GPU usage is like a power usage is also going up around like 150 watts. Similarly, on another GPU, which deployed the Bloom server, we generate some Bloom model load. And in the Bloom server by default, you can choose like batch size from one to 32, the maximum batch size is 32. And then it means you send 32 queries at the same time and they will process in parallel in the GPU. And then so you maximize your utilization of GPU. The batching is pretty common for those generative models when you deploy those. And then those will improve your GPU utilization but not hurt your performance much. We will see that in more results later. And those are just IDs and the response time per batch query. And on average, what was shown is the response time per query for Bloom is around like 120 milliseconds. So if you ever use a chat GPT and then you put some prompt and then waiting for the response, you know, like it's really more than one second. So, and this open source model for 516 million Bloom model, you just need to weave 100 GPU and then the response time can be easily below one second. So next we want to try the power capping. So to limit the maximum power you can use for the GPU that runs the stable diffusion because we just saw like the power usage of the stable diffusion server is around 150 watts, right? So if we lower the power cap to 100 watts, what would happen to the response time of the query? So let's set it to 100 watts and choose the GPU one. So the GPU one first to crawl up after we deploy the load generator for stable diffusion. It's all done, it's changed from 150 watts to 100 watts. And next we want to check the screen for the low generator. By the way, the Bloom generator, if you just choose 20 batches, it runs out quickly. So this time we change it to 100 batches, so it runs longer. And then just remember, this is the number of the response time of a Bloom load before we do any GPU frequency tuning or power capping. And then we go back to the screen of the stable diffusion load generator. So what you can see here is after we limit the power capping, the response time for each query goes from 36 seconds to 52 or to 62. So it's almost a double. So as long as like, when you limit the power, apparently your response time will go up. But as long as it's acceptable, you can easily use the power capping or frequency tuning to reduce the overall energy consumption of your cluster. So and if your cluster is not heavily running a lot of load and then those latencies are acceptable, so why not just tuning down to save more power? And similarly for the Bloom model, we will change the frequency of the GPU, GPU zero to 300. So now it's still running at the full frequency and the response time is around 120 milliseconds. And we use this command to tune the graphic clock frequency. So GPU ID would be zero. The memory clock supported is 877, which is now tunable. So we still set it to 877. And then graphics clocks vary from 100 to one gigahertz. So let's choose 300 megahertz. So if you see the dashboard, you can already see the stable diffusion models, power consumption already drops from 150 watts to 100 watts. And then we go ahead, change the other GPU's frequencies to 300 megahertz. It takes a while for it to take effect. And then the next batch of queries have the average latency around 650 milliseconds. And the latest one goes up to 770 milliseconds. And if you check the, you also can use the dash Q dash D clock to check the current GPU frequency. Yeah, graphics clock is 300. So when we refresh the Grafana dashboard on the DCGM exporter dashboard, we can see the clock. So all models are still using 100% GPU. The utilization is GPU, but the power is significantly dropping to below like 500 watts. And we will show that later in the results that it's even lower than the idling power you have. So even when you just run below 500 watts GPU power, you can still achieve less than one second per query response time for your blue model. So assuming you don't have any load to your GPU cluster and you don't tune the frequency of GPU's, what it means is you consume more power than you enable the GPU frequency tuning but running the model with not a lot of load. And then you still get less than one second response time for all your customer queries. And later we did some large scale experiments to understand the performance and energy tradeoff over different batch sizes under both power capping and the GPU frequency tuning. So the first experiment we do is we fix the output generated token lines for the blue model. And then it means whatever you input as a prompt to the server so you limit the number of word generated output as 180. And you vary the batch size, which is the number of queries you send together to the GPU from two to 32. And then we enable the power capping model to different like varying from 100 watt to 250 watt. So what we observe is like when we reduce the power limit from 250 to 100 watt and then it doesn't have any impact of the latency. And then the latency just goes down as the number for batch, the size of a batch goes up. That means even you set it to the lowest power capping it doesn't impact your blue query performance at all. And the energy consumption doesn't change either. So you can see if it goes up to more than batch size of four that your energy consumption is similar regardless of your power capping. So what it says is blue model is a 560 million model is not that large to boost your capacity or to use the full capacity of your GPU. And then you have plenty of space to reduce the energy but not impacting your query performance at all. And then the larger batch sizes you have you use the GPU better and then you get even better performance for all your queries. And then so energy consumption doesn't even increase significantly with increasing batch size. So, and another experiment we do is we change the maximum output token lines for the Bloom server from 20 tokens to 180 tokens. And then we fix the batch size of 16. Similarly, we draw all the curves over different power capping limit. And the left chart shows like after the maximum token size is over 100 tokens then your energy consumption doesn't increase anymore. So it's okay to have larger output as long as the server allows you. So your server has the maximum token that's like 200 or 400 per time. Just similar as charge you are using. And so for the batch, if you fix the batch size of 16 and you see the latencies, the latency will of course increase over the number of tokens because for each token you need to go through the whole transformer network, right? And then, but it's almost fixed over the 100 servers. So the average query latency and energy consumption for 100 batches increase as the token lines increase. However, they do not increase further when the token does is longer than 100. So in this experiment just saying like you have full flexibility to reduce your power limit and the energy consumption without impacting your query performance much. And then, so for V100 GPU is pretty enough for 560 million bloom model. And it runs at full frequencies even at 100 watt power capping. And another thing we found out from here is the GPU utilization metric is not a good metric. So the GPU utilization right now only shows that one of your accelerators unit is being utilized and then it shows it has some utilization but actually you didn't fully discover your GPU's power or capacity. So next, what we want to do is for this bloom model we want to further reduce your energy consumption. And then what we can do is we fix the maximum token lines as 200, we maximize the batch size we have as 32. And then we tune the GPU through increases from 150 megahertz to 1380 megahertz. And then we want to show over the different stage of the tuning frequencies what is the maximum latency we'll get for the per query latency for bloom queries. And this, the chart on the bottom left shows that the maximum latency you will get is a little bit over 1.4 second and for like interactive experience it's pretty acceptable because I experienced the chart GPU a lot it's surely more than a second, right? And then if you run at the full frequency full power limit around like one gigahertz the latency can goes down to a hundred millisecond. And if we see the energy consumptions compared with the frequency tuning we have show here show below in this chart the energy consumption or power consumption sorry for like frequencies below 500 megahertz is even lower than your idling power. So it's just like most of the GPU servers we have that are idling nowadays is completely waste of energy and they can be used to run those large models without even paying more energy cost. And the temperature, the good thing is the temperature is also below the idling temperature. So for example in this case the green one the first GPU is idling but the second one is the temperature of the bloom GPU is even lower than idling GPU temperature. So this set of experiments tell us like for those large generative models we can still use the GPU when the load is low and then we can save a huge amount of power from it without sacrificing the performance much. And our future work is to first understand what is the most efficient point of performance per watt frontier we want to explore and how to leverage that optimal point to do some auto tuning for the frequencies so we lower the GPU clusters energy consumption. So thank you, that's all of our talk and then now we have four questions. In an organization who's running this infrastructure like who would be responsible for this level of tuning? Like a custom Kubernetes scheduler that interacts with the NVIDIA GPU tuning based on load. Interesting, interesting. Does this have any relevancy for cloud? Like if I'm running an AWS could I do this to this? So yes for any unprimed Kubernetes clusters as well so you have the root access to the machines to the two or Kubernetes nodes you can easily tune the power capping to the GPU frequency without problems. And how many people are actually running on premise? Yeah, for all kind of GPU workload you need the... It may not be unprimed but you may have a GPU servers from AWS and set up your own Kubernetes clusters so... AWS doesn't give me a reward for using less of their electricity. And so for example, if you have the root access to the node and then the DCGM exporters will just show you the power consumption. So the two questions are if you want to save it can I do it? The other one is can I do it on the cloud? So the incentive from the cloud and the incentive from the end user sometimes in harmony sometimes are conflicting. The cloud operators do not necessarily give you the access and provide you the benefits as you already saved but the end user want to make it happen with this capability from the cloud. So the solution in my opinion is to work with AWS find these tuning knobs and help you AWS to reduce the energy costs. So you as an end user can enjoy those benefits. For like a sustainability goal and target. We see that's a positive transformation already happening. So we just need to AWS to do more to make that available to the end users. Yeah, this is a pretty advanced use case. Yeah, yeah. So you either either power can be used to do real work. That's just amazing benefits for everybody. Yeah, the custom auto scale is going to be the trick. Yeah, but whoever is going to provide the service will be the customer. Yeah, cool. Similar to yours, does this work or will this work with the NVIDIA DRA Kubernetes stuff that they just talked about? Do you know the DRA driver Kubernetes, that stuff? No, I have no idea. Do you mind just explaining what that is? It's something that I only overheard at Kubernetes but it's essentially driver for Kubernetes where it can Kubernetes is now more aware of what is going on with your things like GPUs and seems like it intersects with what you could do here. So at a point to our best knowledge we have not find any of the auto scaling or frequency auto scaling utilities from NVIDIA. So the power capping provided by NVIDIA apparently does not always work. So we anticipate if we are able to get more APIs for NVIDIA and more tuning labs for NVIDIA then we can potentially make that happen. So all these test results just show that if we are able to tune the frequency based on utilization, we are able to performance and performance per watts objective, we're able to do more, do better than power capping So if the DIA from NVIDIA have the same capabilities then I think that's going to be a very good news for end users. Thank you. So based on what you've demonstrated, I'm guessing that there can be cost savings also from this on-prem and on the cloud. Is that correct? Can you validate this assumption? Yeah, I think that is a correct assumption. We have not quantified the exact benefits yet. We have not done the scale test that you let a lot of people run the test. And we only do this for inference. We have not done anything for training yet. But I believe that is going to be a very positive trend for the future as you see it. ChargeGPT has been everywhere. And Google's recent announcements make a bar and the other models available only makes the problem more complicated. So the earlier we make this happen, the better we can do for the future. And there's potentially also savings from the cooling since there was some reduction in temperature as well. Exactly. And then it shows, even shows that you can consolidate more queries into smaller number of GPUs as well as you increase the batch size. And then this is all the machine learning community are trying to do. And then they want to merge out the larger, provide larger number of batch sizes in one shot. So all this experiment on Bloom is showing that even for V100, so we now have like A100, H100, but even for V100, the GPU capacity is not fully utilized. Thank you. Have you seen this model? Thank you. Have you seen this model deployed on any enterprise customer or at scale? I believe customers using models, certain kind of models, but the experiments is generic. We pick language model, pick a stable diffusion just for investigation customers who are running the language models or text-to-image models should have the same situation as we are facing. So as long as we are using the same, as long as we provide the same methodology that they can utilize on their own end, they should be able to see the benefits over there. Well, currently, have you had any experience with it being used? You know, this model is still very new. So I believe the enterprise customers will find out the limitations. You know, the first of all, they have to make it happen and then they find a problem. And in the end, they will find a solution. So we are ahead of the curve at a moment. Good things.