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dont"},"1053507959868625017":{"u":2,"t":1671246270864,"m":"u take it"},"1053507972002754560":{"u":2,"t":1671246273757,"m":"and ask me and marc if u need help"},"1053508037048008784":{"u":7,"t":1671246289265,"m":"i'll take it after finals"},"1053511237960466547":{"u":6,"t":1671247052422,"m":"let’s gooo super 30","r":"1053507598411903127"},"1053511265206685818":{"u":6,"t":1671247058918,"m":"rip","r":"1053507505378037821"},"1053511304750575646":{"u":6,"t":1671247068346,"m":"it’s basically just a calc test isn’t it lmao"},"1053511379505651843":{"u":6,"t":1671247086169,"m":"it’s just calc word problems that r ml related?"},"1053513626880839720":{"u":2,"t":1671247621985,"m":"na its like 10x harder","r":"1053511304750575646"},"1053514471303299073":{"u":0,"t":1671247823311,"m":"it's bscly a Nguyen exam","te":1671247825677,"r":"1053511379505651843"},"1053515353243795456":{"u":2,"t":1671248033582,"m":"except i actually do well on 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come","r":"1050875525809311814"},"1050940266464432170":{"u":2,"t":1670634085051,"m":"It’s a social","re":[{"c":1,"n":"👀"}]},"1050940395669950554":{"u":2,"t":1670634115856,"m":"just sneak into Lynbrook and shave so nobody realizes ur true age or ur face","te":1670634123403},"1050968433824649247":{"u":0,"t":1670640800673,"m":"<@744266249684648116> well be waiting bro"},"1050978311129530368":{"u":4,"t":1670643155606,"m":"Bro someone already asked me whether I was a student back when I actually was","r":"1050968433824649247"},"1050983842770604082":{"u":2,"t":1670644474452,"m":"lmao","r":"1050978311129530368"},"1050983849091403806":{"u":2,"t":1670644475959,"m":"Shave it off, it will be much easier to be on campus + get past security","te":1670644496198},"1050986159234371675":{"u":11,"t":1670645026740,"m":"honestly i dont think you need to even try that hard"},"1050986207280123944":{"u":11,"t":1670645038195,"m":"if you came to school at 8:30 with everyone else theyre not gonna 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PIC"},"1047204405293891676":{"u":4,"t":1669743386339,"m":"New pic mid","r":"1047054589771395093"},"1047206583857336370":{"u":11,"t":1669743905749,"m":"Use one of these"},"1047220286828838993":{"u":2,"t":1669747172792,"m":"ur pfp is mid","r":"1047204405293891676"},"1047220313575936021":{"u":2,"t":1669747179169,"m":"so is mine tho lmao"},"1047220321616400574":{"u":2,"t":1669747181086,"m":"we all mid"},"1047220586889359421":{"u":4,"t":1669747244332,"m":"thinking of changing it to this eventually","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1047220586474111126/unknown.png"}],"r":"1047220286828838993"},"1047220603842723880":{"u":4,"t":1669747248374,"m":"but electroboom is iconic"},"1047226577785720963":{"u":2,"t":1669748672673,"m":"*ironic, cuz u literally have a beard","r":"1047220603842723880"},"1047226609515634740":{"u":14,"t":1669748680238,"m":"if only u had the confidence to do this kinda expression 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unique"},"1047402232045391882":{"u":0,"t":1669790551912,"m":"my take exactly"},"1047402917122019388":{"u":1,"t":1669790715247,"m":"bring back pepe"},"1047404001521569802":{"u":4,"t":1669790973788,"m":"<@911724374577520691> aren't u an admin"},"1047405106666151937":{"u":0,"t":1669791237275,"m":"ye lookin for the photo"},"1047405226799407154":{"u":2,"t":1669791265917,"m":"The people want Pepe"},"1047405276602576997":{"u":0,"t":1669791277791,"m":"bruh i can only find the one with the light background"},"1047405754031800330":{"u":0,"t":1669791391619,"m":"this substitute will work fn"},"1047405854770593863":{"u":0,"t":1669791415637,"m":"<@449366472704393216> do u have the dark one lmao","te":1669791870955},"1047407811501494314":{"u":1,"t":1669791882158,"m":"i like the light bg lol"},"1047408046302822400":{"u":2,"t":1669791938139,"m":"light bg is not as good imo"},"1047408666959155271":{"u":1,"t":1669792086115,"m":"nvm ya when u click off the server it doesn't look as good"},"1047413755421663284":{"u":10,"t":1669793299299,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1047413755014824087/unknown.png"}]},"1047414571373174826":{"u":11,"t":1669793493837,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1047414571058593873/unknown.png"}]},"1047414576175656980":{"u":4,"t":1669793494982,"m":"menaces lmao"},"1047414600653619231":{"u":4,"t":1669793500818,"m":"do we not have a transparen tbg"},"1047414608404688976":{"u":4,"t":1669793502666,"m":"<@449366472704393216>"},"1047414669696061450":{"u":4,"t":1669793517279,"m":"stop simpin gib trans bg mlclub discord pfp"},"1047736875907039282":{"u":9,"t":1669870337226,"m":"i switched accs"},"1047736884345966703":{"u":9,"t":1669870339238,"m":"peng is no more","te":1669870343076},"1047742405589352498":{"u":10,"t":1669871655605,"m":"why?"},"1047742567237824602":{"u":9,"t":1669871694145,"m":"too many wrong people in my life on that account"},"1040501388842635326":{"u":2,"t":1668145262681,"m":"SUPABASE FOR THE W"},"1042708842947031120":{"u":4,"t":1668671560752,"m":"Sealion"},"1042720480236425286":{"u":2,"t":1668674335298,"m":"<@744266249684648116> stop mentioning sealion just to make it look like i mention sealion more in the ml club server","te":1668674362245},"1042720673233125406":{"u":2,"t":1668674381312,"m":"and on that note, please be like ronak and star it here: https://github.com/anish-lakkapragada/SeaLion"},"1042864859311784016":{"u":4,"t":1668708757952,"m":"Wdym, u mention Sealion way more","r":"1042720480236425286"},"1042864893751201803":{"u":4,"t":1668708766163,"m":"Even ur pfp is a Sealion"},"1042875256832012288":{"u":5,"t":1668711236914,"m":"LOL","r":"1042864893751201803"},"1042899587012247672":{"u":2,"t":1668717037681,"m":"Oh sht","r":"1042864893751201803"},"1042899608793251892":{"u":2,"t":1668717042874,"m":"Mans spitting fax"},"1042899654985138256":{"u":2,"t":1668717053887,"m":"I shud change it to a bird or something"},"1042931787946541066":{"u":20,"t":1668724714982,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1042931787774562314/sealion_stablediffusion.jpg"}]},"1042934008549490758":{"u":6,"t":1668725244415,"m":"ayyy sea lion"},"1042934059753541692":{"u":2,"t":1668725256623,"m":"lezgoo","r":"1042931787946541066"},"1042934068846792705":{"u":2,"t":1668725258791,"m":"sealions are based"},"1042934183250640967":{"u":2,"t":1668725286067,"m":"MLPP is better tho lmao","te":1668725297098},"1042936083261964369":{"u":3,"t":1668725739065,"m":"^\nc++ supremacy"},"1043049476857798666":{"u":0,"t":1668752774205,"m":"based opinions","te":1668752778369},"1043193844679835688":{"u":6,"t":1668787194176,"m":"typescript supremacy is also based"},"1043196657149427813":{"u":5,"t":1668787864721,"m":"js supremacy wud be based is typescrpt wasnt"},"1043228514335338597":{"u":2,"t":1668795460066,"m":"Except tsconfig is annoying for noobs for me","r":"1043193844679835688"},"1043233194436202516":{"u":0,"t":1668796575889,"m":"based","r":"1043193844679835688"},"1043263889728618547":{"u":6,"t":1668803894217,"m":"that’s why you use frameworks","r":"1043228514335338597","re":[{"c":1,"n":"👍"}]},"1043264045593137202":{"u":6,"t":1668803931378,"m":"LMAO"},"1043267118893903943":{"u":6,"t":1668804664110,"m":"LMAO"},"1043304089481658478":{"u":21,"t":1668813478585,"m":"fr tho","r":"1043193844679835688"},"1043994806566789150":{"u":10,"t":1668978158371,"m":"what does grayscaling even do"},"1043994814829580348":{"u":10,"t":1668978160341,"m":"like"},"1043994859431804958":{"u":10,"t":1668978170975,"m":"what are the advantages/disadvantages"},"1043994870357962912":{"u":10,"t":1668978173580,"m":"i dont get it"},"1043994973147766898":{"u":10,"t":1668978198087,"m":"is it to be used in scenarios when color doesnt matter?"},"1043995663815421953":{"u":6,"t":1668978362755,"m":"i think but also i think grayscaling is used when dealing w regular neural networks bc cnn handles rgb although i’m not sure <@712458988184404089> confirm?","r":"1043994973147766898"},"1043998428969042050":{"u":19,"t":1668979022019,"m":"advantages: Training goes faster","r":"1043994859431804958"},"1043998502570700861":{"u":19,"t":1668979039567,"m":"Disadvantages: Your input loses features that could be used for traininging"},"1043998749397102612":{"u":1,"t":1668979098415,"m":"ye 3 channels to 1 but you have to flatten it either way","r":"1043995663815421953"},"1043998975814021140":{"u":6,"t":1668979152397,"m":"ic"},"1043999074963169300":{"u":19,"t":1668979176036,"m":"yeah just use CNNs cause they need less parameters and do better anyways"},"1044012780732289124":{"u":2,"t":1668982443746,"m":"Yes","r":"1043994973147766898"},"1044012832364179486":{"u":2,"t":1668982456056,"m":"yea butl ike","r":"1043995663815421953"},"1044012868644913193":{"u":2,"t":1668982464706,"m":"if ur doing image analysis / classification, u wont use regular neural networks only CNNs"},"1044012994813759518":{"u":2,"t":1668982494787,"m":"only example where regular neural networks match CNN performance is MNIST because learning digits from 28x28 is easy","te":1668982502642},"1044013944303521852":{"u":6,"t":1668982721163,"m":"ah ok"},"1044062622275862569":{"u":10,"t":1668994326896,"m":"thanks guys"},"1044062657310892142":{"u":10,"t":1668994335249,"m":"and who has tsai for calc bc"},"1044104398651019295":{"u":2,"t":1669004287160,"m":"POV: u have a test u havent studied for tomorrow","te":1669004293350,"r":"1044062657310892142"},"1044104436445892649":{"u":2,"t":1669004296171,"m":"me in stats lmao"},"1044107947707473984":{"u":6,"t":1669005133321,"m":"me in literally every class"},"1044110356643065896":{"u":10,"t":1669005707656,"m":"dont get me wrong","r":"1044104398651019295"},"1044110383201398825":{"u":10,"t":1669005713988,"m":"i study hard for my calc tests"},"1044110437375025265":{"u":10,"t":1669005726904,"m":"i just want the practice test that tsai gives"},"1044110451748900934":{"u":10,"t":1669005730331,"m":"and not dybdahl"},"1038237125059018862":{"u":2,"t":1667605420127,"m":"ok buddi"},"1038237158420512778":{"u":2,"t":1667605428081,"m":"lemme know when ur matrix decomp sht is published on arxiv"},"1038237191719108659":{"u":4,"t":1667605436020,"m":"Lmao"},"1038237210710913024":{"u":2,"t":1667605440548,"m":"the LNN quick abstract already got rejected 2x by arxiv"},"1038237248858107934":{"u":2,"t":1667605449643,"m":"i resubmitted without the \"follow me on github\" and they still said it's low quality"},"1038237278260170833":{"u":4,"t":1667605456653,"m":"Cause ur wrong"},"1038237280768376982":{"u":2,"t":1667605457251,"m":"or some other sht"},"1038237294492123268":{"u":4,"t":1667605460523,"m":"It is","r":"1038237248858107934"},"1038237343863279646":{"u":2,"t":1667605472294,"m":"maybe cuz my arxiv affliation and affliation i put on paper were diff","te":1667605481388},"1038237663708336188":{"u":4,"t":1667605548551,"m":"Bro to be blunt, the paper is dum, whole thing can be summed up by just mentioning associate propriety of matrix multiplication","r":"1038237343863279646"},"1038237748450054154":{"u":4,"t":1667605568755,"m":"Like obv it’s useless for fitting a dataset"},"1038237768582713434":{"u":2,"t":1667605573555,"m":"Ye lmao","r":"1038237663708336188"},"1038237780536475768":{"u":2,"t":1667605576405,"m":"not practical"},"1038237803328323618":{"u":2,"t":1667605581839,"m":"hence why i dont even call it a \"paper\"","te":1667605585967},"1038237857560658040":{"u":4,"t":1667605594769,"m":"So y u submitting to arvix"},"1038237871787757598":{"u":2,"t":1667605598161,"m":"cuz i can"},"1038237943548084316":{"u":2,"t":1667605615270,"m":"reason why i put it tho is because nobody ever state that it'll perform worse"},"1038238001714712657":{"u":2,"t":1667605629138,"m":"and when i told marc about lnns being worse than linreg, he didnt believe me"},"1038238060946653324":{"u":4,"t":1667605643260,"m":"Bru this is a skill issue on <@911724374577520691>","r":"1038238001714712657"},"1038238074406174730":{"u":2,"t":1667605646469,"m":"it was for fun lmao"},"1038238095482568774":{"u":4,"t":1667605651494,"m":"Chad"},"1038238153103900682":{"u":2,"t":1667605665232,"m":"istg if ur matrix decomp paper gets accepted to arxiv"},"1038238196586254337":{"u":4,"t":1667605675599,"m":"I’m not writing a paper on it"},"1038238203326496808":{"u":2,"t":1667605677206,"m":"it may already exist ngl lmao"},"1038238240941035541":{"u":4,"t":1667605686174,"m":"Yes that’s why"},"1038238267742634025":{"u":2,"t":1667605692564,"m":"what is it called then"},"1038238311388557382":{"u":4,"t":1667605702970,"m":"Idk but too lazy to figure out"},"1038238416921428049":{"u":2,"t":1667605728131,"m":"https://www.coursera.org/lecture/matrix-factorization/gradient-descent-techniques-kVjSo","e":[{"url":"https://www.coursera.org/lecture/matrix-factorization/gradient-descent-techniques-kVjSo","type":"link"}]},"1038238449779605616":{"u":2,"t":1667605735965,"m":"ok <@744266249684648116> why r u stealing ideas from courseras"},"1038238458537332747":{"u":2,"t":1667605738053,"m":"and claiming u made them"},"1038238868534738957":{"u":4,"t":1667605835804,"m":"Bru only coursera I know is Andrew ng","r":"1038238449779605616"},"1038239239294419025":{"u":2,"t":1667605924200,"m":"ah u still copied them","r":"1038238868534738957"},"1038239321460854804":{"u":2,"t":1667605943790,"m":"regardless, discovering sht on ur own is fire"},"1038242570754605146":{"u":22,"t":1667606718482,"m":"no need to beef please it’s School server"},"1038243417223868456":{"u":2,"t":1667606920296,"m":"beef 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submissions","r":"1039614074327158956"},"1039787236872441876":{"u":6,"t":1667974995583,"m":"😢"},"1040499796315750421":{"u":10,"t":1668144882993,"m":"bruh i need fucking help\nwho has hosted database on aws using postgresql"},"1040499831132655679":{"u":10,"t":1668144891294,"m":"why is it so hard to learn this shit on ur own"},"1040499868243869737":{"u":10,"t":1668144900142,"m":"i been trying for 2 hours to do smth"},"1040499895762686032":{"u":10,"t":1668144906703,"m":"please someone I need to call"},"1040501380143657000":{"u":2,"t":1668145260607,"m":"SUPABASE","r":"1040499796315750421"},"1034640830385889350":{"u":22,"t":1666747996661,"m":"bro what schchool do you go to mate"},"1034640904050458674":{"u":22,"t":1666748014224,"m":"don’t generalize your own experience to the entire school"},"1034641432104927262":{"u":10,"t":1666748140122,"m":"uh i go to lynbrook"},"1034641510932676688":{"u":10,"t":1666748158916,"m":"and i dont see why not","r":"1034640904050458674"},"1034641536840896573":{"u":10,"t":1666748165093,"m":"it's my experience here"},"1034641563843821628":{"u":10,"t":1666748171531,"m":"but if anyone has a differing one they can just disagree","te":1666748180303},"1034641627697905724":{"u":10,"t":1666748186755,"m":"no one i've talked to has though"},"1034644884398813214":{"u":2,"t":1666748963213,"m":"LMAOOOOO","r":"1034639765145931816"},"1034881984465481728":{"u":19,"t":1666805492274,"m":"what's the geometric intuition behind doing an outer product of two vectors"},"1034882097510371338":{"u":19,"t":1666805519226,"m":"I understand the meaning behind a dot product but what does the matrix that comes out of a fkn outer product even mean","te":1666805522229},"1034884238450905199":{"u":19,"t":1666806029666,"m":"also can you use the quadratic weighted kappa as your loss 😔"},"1035012045730492518":{"u":2,"t":1666836501296,"m":"send loss function equation lmao","r":"1034884238450905199"},"1035012119344717905":{"u":2,"t":1666836518847,"m":"u can theoretically use anything differentiable as a loss function, but it wont be a good one at that"},"1035030167644549170":{"u":19,"t":1666840821897,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1035030167204143144/Screen_Shot_2022-10-26_at_8.20.09_PM.png"}]},"1035030198120353882":{"u":19,"t":1666840829163,"m":"C is basically a confusion matrix"},"1035030360825802772":{"u":19,"t":1666840867955,"m":"weighted i,j is a matrix of weights calculated using Cohen's kappa"},"1035030467935731832":{"u":19,"t":1666840893492,"m":"and E is basically the outer product of  *y* and y_hat"},"1035030578120118312":{"u":19,"t":1666840919762,"m":"It's a common metric used for imbalanced multiclass classification"},"1035036795328536586":{"u":2,"t":1666842402060,"m":"havent done much ranking stuff but it needs to be differentiable","r":"1035030578120118312"},"1035036991798116442":{"u":0,"t":1666842448902,"m":"cap","r":"1035036795328536586"},"1035037038099054632":{"u":0,"t":1666842459941,"m":"u can bs the derivative sometimes if there's like a corner in the loss","te":1666842466625},"1035037167161966633":{"u":0,"t":1666842490712,"m":"but anyway if this is empirically used i think ur probably chilling"},"1035037275697987634":{"u":2,"t":1666842516589,"m":"ok buddi","r":"1035037038099054632"},"1035037290319331328":{"u":2,"t":1666842520075,"m":"try using MAE for regression"},"1035037349421256724":{"u":2,"t":1666842534166,"m":"see how that goes when the derivatives are mostly just +/- 1"},"1035048197749481492":{"u":0,"t":1666845120609,"m":"which usually isn't that bad bcz it's supplemented with the downstream gradients","r":"1035037349421256724"},"1035048258638204958":{"u":2,"t":1666845135126,"m":"No but like Lin reg"},"1035048367111282769":{"u":2,"t":1666845160988,"m":"That’s just x_{i} at that point"},"1035055700323344444":{"u":0,"t":1666846909362,"m":"ye but that x_i helps u navigate the mae"},"1035055724021162004":{"u":0,"t":1666846915012,"m":"altho it depends on the data","te":1666846920237},"1035056673334759454":{"u":2,"t":1666847141346,"m":"aight","r":"1035055700323344444"},"1035056691743572020":{"u":2,"t":1666847145735,"m":"even ap stats like mse lmao"},"1035057258817658920":{"u":19,"t":1666847280936,"m":"kenny iams moment"},"1035063082453569647":{"u":0,"t":1666848669399,"m":"stats likes the crinzhj version of mse","te":1666849192216,"r":"1035056691743572020"},"1035063108768628746":{"u":0,"t":1666848675673,"m":"(y - y_hat)^2"},"1035070842633203802":{"u":2,"t":1666850519570,"m":"bruh its no different","r":"1035063108768628746"},"1035084556283428945":{"u":0,"t":1666853789159,"m":"in acc it ain't.. in drip it's a different story","te":1666854293328},"1035295833974906941":{"u":19,"t":1666904161686,"m":"Let’s say I wanted to train an SVM on top of a CNN"},"1035295850919886939":{"u":19,"t":1666904165726,"m":"How do I do that"},"1035295895828312197":{"u":19,"t":1666904176433,"m":"And make the gradients flow properly off"},"1035295912047673457":{"u":19,"t":1666904180300,"m":"Ofc*"},"1035306943687970826":{"u":0,"t":1666906810448,"m":"check out original rcnn paper","r":"1035295833974906941"},"1035307065024983040":{"u":0,"t":1666906839377,"m":"they used SVMs for classification"},"1035317361206632488":{"u":19,"t":1666909294178,"m":"Bet"},"1038236876974334053":{"u":4,"t":1667605360979,"m":"<@712458988184404089> lnn >>> linreg"},"1038236924479029360":{"u":4,"t":1667605372305,"m":"Just freeze a few layers to identity"},"1038237029764436058":{"u":2,"t":1667605397407,"m":":no","r":"1038236876974334053"},"1038237068956008531":{"u":2,"t":1667605406751,"m":"LNN cannot be solved with closed form optimization"},"1038237082776240198":{"u":4,"t":1667605410046,"m":"Cope"},"1029214074623512698":{"u":22,"t":1665454157263,"m":"finally someone realizes the value of ml"},"1029214121587130388":{"u":11,"t":1665454168460,"m":"this is what ml was meant for"},"1029214139782025287":{"u":11,"t":1665454172798,"m":"to do the tasks we never could"},"1029214224808935496":{"u":22,"t":1665454193070,"m":"perhaps one day us humans will match the intelligence ml demonstrates"},"1029214258027843656":{"u":2,"t":1665454200990,"m":"gl","r":"1029214224808935496"},"1029214291901022248":{"u":2,"t":1665454209066,"m":"humans are already slackin in image captioning and image recognition"},"1029214495769378817":{"u":2,"t":1665454257672,"m":"if robots dominate in the future and image recognition becomes highly valued in humans as they suck at it more than robots, then perhaps natural selection will replace all those with bad eyesight","te":1665454272006},"1029214510977925170":{"u":2,"t":1665454261298,"m":"*takes off glasses*"},"1029214636400197703":{"u":22,"t":1665454291201,"m":"bad eyesight might be a factor but ability to recognize new patterns as a whole might be more important"},"1029214670244040714":{"u":22,"t":1665454299270,"m":"and human evolution is kinda slow"},"1029214800565252197":{"u":2,"t":1665454330341,"m":".","r":"1029211813432279041"},"1029214877228728400":{"u":20,"t":1665454348619,"m":"especially as we continue to eliminate selection pressure","r":"1029214670244040714"},"1029214943813312532":{"u":22,"t":1665454364494,"m":"we must reintroduce selective pressures"},"1029216328847986708":{"u":4,"t":1665454694712,"m":"<@712458988184404089> ml bad"},"1029223804716732437":{"u":2,"t":1665456477098,"m":"<@744266249684648116> cant do ml and gets scared by taylor series","te":1665456485675},"1029224529240793099":{"u":22,"t":1665456649838,"m":"school server no bullying 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Or is it cancelled bc of hoco? <@&955307612117815357>"},"1030369488710930443":{"u":2,"t":1665729629448,"m":"bruh","r":"1030369439029411861"},"1030369518989606913":{"u":2,"t":1665729636667,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1030369518754725888/Screen_Shot_2022-10-13_at_11.40.32_PM.png"}]},"1030369535083163648":{"u":2,"t":1665729640504,"m":"kento gonna be like 🔫 why u use officer ping","te":1665729650834},"1030369937816027146":{"u":4,"t":1665729736523,"m":"yo <@712458988184404089> is ther ml tmr"},"1030372430054694932":{"u":12,"t":1665730330719,"m":"LOL mb","r":"1030369488710930443"},"1030374304564654210":{"u":2,"t":1665730777637,"m":"Yes","r":"1030369937816027146"},"1030374396520579072":{"u":2,"t":1665730799561,"m":"u bettah come prepared with the worksheet done because we will be grading it in class","te":1665730811462},"1030447593135816774":{"u":19,"t":1665748250994,"m":"when is it"},"1030447643974975560":{"u":19,"t":1665748263115,"m":"may stop by for a bit"},"1030572560322146395":{"u":4,"t":1665778045493,"m":"<@911724374577520691> give me a blue colored arch Linux role"},"1032685665579700264":{"u":3,"t":1666281849046,"m":"wise words from my multivar teacher:","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1032685665206419456/unknown.png"}]},"1032686179012837426":{"u":2,"t":1666281971458,"m":"did u do the gradient descent challenge lmao","r":"1032685665579700264"},"1032686327663177809":{"u":3,"t":1666282006899,"m":"hmmm"},"1032686340703256586":{"u":3,"t":1666282010008,"m":"i will look at that"},"1033862384558801067":{"u":23,"t":1666562400713,"r":"1033066366518951947"},"1033877515015573625":{"u":20,"t":1666566008095,"r":"1033066366518951947"},"1034565885391802460":{"u":14,"t":1666730128382,"m":"https://vxtwitter.com/MetaAI/status/1584975398982807552?t=yjhOJkLztPYSKGlVmLFR7w&s=33","e":[{"url":"https://vxtwitter.com/MetaAI/status/1584975398982807552?t=yjhOJkLztPYSKGlVmLFR7w&s=33","type":"video"}]},"1034565897576267896":{"u":14,"t":1666730131287,"m":"https://github.com/facebookresearch/encodec","e":[{"url":"https://github.com/facebookresearch/encodec","type":"article"}]},"1034639273791598654":{"u":10,"t":1666747625540,"m":"anyone else just hate this school sometimes"},"1034639347636523018":{"u":10,"t":1666747643146,"m":"like everyone keeps talking about how if you dont have a 1500 SAT you're retarded"},"1034639467165794407":{"u":10,"t":1666747671644,"m":"90% of the people here go out of their way to make friends solely because their \"target\" is smart, and they want to form a connection","te":1666747678343},"1034639536338247743":{"u":10,"t":1666747688136,"m":"people are literally making companies for their college apps"},"1034639705901371392":{"u":10,"t":1666747728563,"m":"and then their fattest dreams are going to Berkeley where ppl do the EXACT SAME FKIN THING except now it's for the job"},"1034639749618618399":{"u":0,"t":1666747738986,"m":"fren"},"1034639765145931816":{"u":0,"t":1666747742688,"m":"<#1016564858512216135>"},"1034639791809118269":{"u":10,"t":1666747749045,"m":"oops my bad"},"1028849008908705863":{"u":2,"t":1665367118814,"m":"somebody make a honeypot documentary about pytorch/tensorflow"},"1028849015065935913":{"u":2,"t":1665367120282,"m":"wud be interesting"},"1028849325754826752":{"u":14,"t":1665367194356,"m":"also flax is used by google brain"},"1028849343593201665":{"u":14,"t":1665367198609,"m":"which is a jax thing"},"1028849401759797299":{"u":14,"t":1665367212477,"m":"haiku is used by deepmind"},"1028849422714552320":{"u":14,"t":1665367217473,"m":"which is also a jax thing"},"1028849544382922794":{"u":2,"t":1665367246481,"m":"somebody clarify difference","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1028849544080932884/Screen_Shot_2022-10-09_at_7.00.41_PM.png"}]},"1028849668643373188":{"u":14,"t":1665367276107,"m":"meanwhile rich harris saying svelte is a language"},"1028849690470518905":{"u":2,"t":1665367281311,"m":"its a compiler?"},"1028849694274768928":{"u":2,"t":1665367282218,"m":"idk"},"1028849799258193981":{"u":2,"t":1665367307248,"m":"meanwhile ML ppl calling the objective function cost / loss / error for the last 10 years"},"1028849825933955082":{"u":2,"t":1665367313608,"m":"just use J(theta) damnit"},"1028849847186493522":{"u":14,"t":1665367318675,"m":"ew"},"1028849855923232808":{"u":14,"t":1665367320758,"m":"criterion gang"},"1028849865066819614":{"u":2,"t":1665367322938,"m":"J makes most 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claim up?"},"1029213823753797692":{"u":22,"t":1665454097451,"m":"as mr iams says"},"1029213855852793918":{"u":22,"t":1665454105104,"m":"without data youre just another person with an opinion"},"1029213906675175496":{"u":11,"t":1665454117221,"m":"facts do not care about your feelings"},"1029213935318085744":{"u":11,"t":1665454124050,"m":"the model was able to see things we never could"},"1029214053261922385":{"u":22,"t":1665454152170,"m":"100%"},"1028843710940708894":{"u":6,"t":1665365855680,"m":"LMAO","r":"1028843369268523068"},"1028843716246503444":{"u":6,"t":1665365856945,"m":"i was at"},"1028843721422274560":{"u":6,"t":1665365858179,"m":"drama"},"1028843722730917961":{"u":6,"t":1665365858491,"m":"yes"},"1028843734449791038":{"u":6,"t":1665365861285,"m":"gotta get that"},"1028843743689851020":{"u":6,"t":1665365863488,"m":"well rounded"},"1028843753869430815":{"u":2,"t":1665365865915,"m":"Bruh drama 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just"},"1028843980357632090":{"u":6,"t":1665365919914,"m":"like"},"1028843992269467699":{"u":6,"t":1665365922754,"m":"6 dimensions"},"1028843997831123034":{"u":6,"t":1665365924080,"m":"of feelings"},"1028844006572048484":{"u":6,"t":1665365926164,"m":"coming at you"},"1028844171018121326":{"u":24,"t":1665365965371,"m":"thank you"},"1028847937251463259":{"u":14,"t":1665366863311,"m":"even google is moving away to jax lmfao","r":"1028839852130709607"},"1028848011746496543":{"u":14,"t":1665366881072,"m":"tensorflow is basically legacy software at this point"},"1028848098677624912":{"u":20,"t":1665366901798,"m":"good to know"},"1028848165870383104":{"u":2,"t":1665366917818,"m":"evidence?","r":"1028848011746496543"},"1028848191350780074":{"u":2,"t":1665366923893,"m":"how do uk google is fully moving to jax lmao"},"1028848266609180753":{"u":14,"t":1665366941836,"m":"google is literally *making* jax","r":"1028848191350780074"},"1028848330345828412":{"u":2,"t":1665366957032,"m":"doesn't mean they are gonna replace everything with jax","te":1665366966691},"1028848402450088097":{"u":14,"t":1665366974223,"m":"i didnt say replace"},"1028848411413327993":{"u":14,"t":1665366976360,"m":"i said moving away"},"1028848429687914566":{"u":14,"t":1665366980717,"m":"which means making new sht in jax"},"1028848439255105576":{"u":14,"t":1665366982998,"m":"not tensorflow"},"1028848460570562657":{"u":2,"t":1665366988080,"m":"name","r":"1028848429687914566"},"1028848491637772309":{"u":14,"t":1665366995487,"m":"look at recent google papers"},"1028848551083642901":{"u":2,"t":1665367009660,"m":"idk i feel like legacy software means completely dead and never writing anything in tensorflow again"},"1028848553365360710":{"u":14,"t":1665367010204,"m":"google research is transitioning to jax"},"1028848556074881024":{"u":2,"t":1665367010850,"m":"kinda bold"},"1028848570226446408":{"u":2,"t":1665367014224,"m":"statement lmao"},"1028848630519566406":{"u":0,"t":1665367028599,"m":"tf is useless for research anyway","r":"1028848491637772309","re":[{"c":1,"n":"👍"}]},"1028848658558504970":{"u":14,"t":1665367035284,"m":"bruh tf lmao legacy doesnt mean unmaintained and unused","r":"1028848551083642901"},"1028848661930704977":{"u":0,"t":1665367036088,"m":"it's still gud for industry","re":[{"c":1,"n":"👍"}]},"1028848709854834759":{"u":2,"t":1665367047514,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1028848709015974019/Screen_Shot_2022-10-09_at_6.57.23_PM.png"}]},"1028848719048753163":{"u":2,"t":1665367049706,"m":"this is undeniable tho"},"1028848761901957271":{"u":2,"t":1665367059923,"m":"nice pun","r":"1028848658558504970"},"1028848776439406644":{"u":2,"t":1665367063389,"m":"tf = tensorflow"},"1028848787449446480":{"u":2,"t":1665367066014,"m":"👏"},"1028848906580275240":{"u":14,"t":1665367094417,"m":"tf code just sucks to write"},"1028538731013083136":{"u":8,"t":1665293142799,"m":"my pleasure 😄"},"1028547077300564018":{"u":12,"t":1665295132709,"m":"Lol yeah it was pretty cool! Can't wait for more of these! 😃 <@712458988184404089>","r":"1028537986356355112","re":[{"c":1,"n":"pytorch","id":"956050234327322654"}]},"1028554671033434183":{"u":25,"t":1665296943196,"m":"no cap but that comment makes us feel like peasants LOL","r":"1028538283443105832"},"1028555394613792888":{"u":25,"t":1665297115711,"m":"like when teachers say gj to a kid because they understand something"},"1028555570288009216":{"u":25,"t":1665297157595,"m":"I think you should become a ml professor","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1028556553147662346":{"u":2,"t":1665297391927,"m":"no bruh","r":"1028554671033434183"},"1028556578686767114":{"u":2,"t":1665297398016,"m":"the point is that u guys r p advanced"},"1028556616200618036":{"u":2,"t":1665297406960,"m":"i only learned taylor series derivation a month ago"},"1028556788397789235":{"u":8,"t":1665297448015,"m":"i think zach meant it as a joke","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1028556830743466024":{"u":8,"t":1665297458111,"m":"not as a serious thing","re":[{"c":1,"n":"👍"}]},"1028556920459644959":{"u":25,"t":1665297479501,"m":"^"},"1028556944488804392":{"u":25,"t":1665297485230,"m":"mb"},"1028557156745756693":{"u":8,"t":1665297535836,"m":"btu consider this","r":"1028555570288009216"},"1028557163372757045":{"u":8,"t":1665297537416,"m":"😄"},"1028557176282828880":{"u":2,"t":1665297540494,"m":"hehe no"},"1028557203143139348":{"u":2,"t":1665297546898,"m":"thats a job for <@911724374577520691>","te":1665297551711},"1028558234673496074":{"u":8,"t":1665297792834,"m":"i mean u make a good teacher"},"1028558247403196446":{"u":8,"t":1665297795869,"m":"and handout writer"},"1028558849151610930":{"u":4,"t":1665297939337,"m":"<@712458988184404089> i just wanted to let you know that a few days ago i had a nightmare that i failed a physics test and in one of the questions i got wrong i was proving stochastic gradient descent was a taylor series instead of something about gradient descent"},"1028558956961996811":{"u":4,"t":1665297965041,"m":"all bc u revealed to me that gradient descent is taylor series and shattered my perception of the world","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1028559066848559104":{"u":4,"t":1665297991240,"m":"and physics teacher was explaining that small angle approximations for pendulum work because of taylor series"},"1028559133584138240":{"u":4,"t":1665298007151,"m":"godamit anish"},"1028561852537524295":{"u":2,"t":1665298655400,"m":"thats wrong","r":"1028558849151610930"},"1028561869738352640":{"u":2,"t":1665298659501,"m":"its derived from taylor series"},"1028564933736144987":{"u":4,"t":1665299390015,"m":"Ye ik same thing","r":"1028561869738352640"},"1028564977080074250":{"u":4,"t":1665299400349,"m":"O god applications 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ppl"},"1022995348995702804":{"u":6,"t":1663971497535,"m":"hi"},"1022996808814825583":{"u":11,"t":1663971845583,"m":"<:quite_perplexing:975999109636960266>"},"1022997058644344892":{"u":20,"t":1663971905147,"m":"hello"},"1023071601278857296":{"u":17,"t":1663989677496,"m":"<@581682793109520385> it is a tremendous honor that you have joined our server"},"1023072495709978634":{"u":2,"t":1663989890745,"m":"YOOO ITS ABHINAV RAJA","r":"1023071601278857296"},"1023072571949850675":{"u":17,"t":1663989908922,"m":"bro we got the future president of america","re":[{"c":1,"n":"👍"}]},"1023072629411811358":{"u":17,"t":1663989922622,"m":"turning point in our club history"},"1023072633291550721":{"u":2,"t":1663989923547,"m":"dude this is the man on the second day of school who asked me \"have u learned chain rule in calc\""},"1023072679735074877":{"u":2,"t":1663989934620,"m":"his speech was also complete fire"},"1023072808588292199":{"u":17,"t":1663989965341,"m":"yeah only reason why he lost was people are scared of real progress"},"1023072884790399026":{"u":2,"t":1663989983509,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1023072884341620818/Screen_Shot_2022-09-23_at_8.26.18_PM.png"}]},"1023072908970565642":{"u":2,"t":1663989989274,"m":"this is not even a bad idea in all honesty"},"1023072994383368304":{"u":17,"t":1663990009638,"m":"yeah that's actually a good idea"},"1023073006349721651":{"u":2,"t":1663990012491,"m":"lmao coding in the poster presentation","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1023073006202933258/Screen_Shot_2022-09-23_at_8.26.44_PM.png"}]},"1023073096548221028":{"u":2,"t":1663990033996,"m":"also even if he lost, i still really respect that abhinav had the courage to speak to like the entire lynbrook body despite being much younger","te":1663990045992},"1023073170862899290":{"u":17,"t":1663990051714,"m":"yeah real talk i would never be able to do that"},"1023073193092726824":{"u":2,"t":1663990057014,"m":"same lmao"},"1023075191796019252":{"u":19,"t":1663990533542,"m":"HOLY SHIT"},"1023075212301963336":{"u":19,"t":1663990538431,"m":"I LOVE YOU ABINAV"},"1023075883868770345":{"u":11,"t":1663990698545,"m":"there is in built corruption in the lynbrook asb to keep the real leaders out"},"1023078170703958036":{"u":19,"t":1663991243769,"m":"https://tenor.com/view/the-movie-room-hes-true-mouthfuls-mouthfuls69-youtooz-gif-19825918","e":[{"url":"https://tenor.com/view/the-movie-room-hes-true-mouthfuls-mouthfuls69-youtooz-gif-19825918","type":"gifv"}]},"1023079065604849675":{"u":4,"t":1663991457130,"m":"Damnnnn a kaggle competition"},"1023079129135980586":{"u":4,"t":1663991472277,"m":"Y’all be fancy"},"1023079472045510729":{"u":2,"t":1663991554033,"m":"ml club rising"},"1023085876571553862":{"u":10,"t":1663993080991,"m":"that's facts","r":"1022925641840083004"},"1023085907244494919":{"u":10,"t":1663993088304,"m":"this has been said like 1000 times"},"1023085918044819476":{"u":10,"t":1663993090879,"m":"but"},"1023085951079157840":{"u":10,"t":1663993098755,"m":"those ppl who had monster ECs"},"1023085994624430172":{"u":10,"t":1663993109137,"m":"were all rejected prollly cuz they all seemed like clones"},"1023086063503290408":{"u":10,"t":1663993125559,"m":"so yeah write a bit about how meaningful things were to you on the EC description"},"1023086086374817834":{"u":10,"t":1663993131012,"m":"instead of bragging"},"1023086091655463013":{"u":2,"t":1663993132271,"m":"we hereby agree that no college stuff should be allowed in this server","te":1663993189574},"1023086131505532969":{"u":10,"t":1663993141772,"m":"oh i see how it is"},"1023086140594589716":{"u":2,"t":1663993143939,"m":"this is not a place for us to share unsolicited college advice"},"1023086156495192094":{"u":10,"t":1663993147730,"m":"u just type this when i start talking"},"1023086166251159615":{"u":10,"t":1663993150056,"m":":/"},"1023086215618101278":{"u":2,"t":1663993161826,"m":"no? i also agreed that the other person shud not share college tingz lmao"},"1023086281116360764":{"u":2,"t":1663993177442,"m":"no discrimination, just this server has better things to do like <#1023070344451457024> competitions lmao"},"1023086393657917451":{"u":2,"t":1663993204274,"m":"lynbrook web dev club does not have nearly as much college discussion as here, and i think thats better/healthier","te":1663993282750},"1023086709983952896":{"u":10,"t":1663993279692,"m":"lmao"},"1023086713322618941":{"u":6,"t":1663993280488,"m":"damn"},"1022907817943896114":{"u":2,"t":1663950628506,"m":"<@735541851179974779>"},"1022911015899369602":{"u":0,"t":1663951390958,"m":"i know like not attacking anyone but 99% of the time by empirics we know this to be true","r":"1022879072461787287"},"1022919892955041913":{"u":19,"t":1663953507413,"m":"agreed","r":"1022911015899369602"},"1022919958818209792":{"u":19,"t":1663953523116,"m":"The other problem too is like in doing shit like that you lie to yourself almost"},"1022920042435838072":{"u":19,"t":1663953543052,"m":"you say you really want to help someone out but in reality it's selfish"},"1022920084110446722":{"u":19,"t":1663953552988,"m":"I can't say that I'm clean of doing this"},"1022920130977607762":{"u":19,"t":1663953564162,"m":"it's kinda almost like you just have to play the game though yanno what I mean"},"1022920182152306768":{"u":22,"t":1663953576363,"m":"as soon as that stanford admission comes my urge to help the environment will coincidentally die"},"1022920264494878810":{"u":19,"t":1663953595995,"m":"for most yes"},"1022924201604153375":{"u":8,"t":1663954534675,"m":"ok i'm sorry","r":"1022907817943896114"},"1022924310882566174":{"u":8,"t":1663954560729,"m":"but i really don't see why you guys have problems with another start up even if it is the 1000000th","te":1663954590486},"1022924338703388713":{"u":8,"t":1663954567362,"m":"just appreciate the fact that people are trying to grow as entrepreneurs.","te":1663954604613},"1022924350552289380":{"u":8,"t":1663954570187,"m":"and move on"},"1022924729516040262":{"u":8,"t":1663954660539,"m":"in the end of the day the club leader are also basically the \"leaders\" and there are millions of clubs"},"1022924738043064361":{"u":8,"t":1663954662572,"m":"so why do that?"},"1022924771664609403":{"u":8,"t":1663954670588,"m":"the same applies to npo's"},"1022924779159814144":{"u":0,"t":1663954672375,"m":"fren calm down we aren't putting u on blast or anything","r":"1022924310882566174"},"1022924790622863390":{"u":22,"t":1663954675108,"m":"ratio"},"1022924808285069362":{"u":8,"t":1663954679319,"m":"true","r":"1022924779159814144"},"1022924819601297480":{"u":8,"t":1663954682017,"m":"I'm just saying"},"1022924939646488637":{"u":8,"t":1663954710638,"m":"nothing \"valuable\" was written in the previous few posts"},"1022925129677799524":{"u":19,"t":1663954755945,"m":"agreed","r":"1022924729516040262"},"1022925181720731718":{"u":19,"t":1663954768353,"m":"but we're all just playing into the game of college"},"1022925216474742854":{"u":19,"t":1663954776639,"m":"or at least 99% of us"},"1022925423539126333":{"u":22,"t":1663954826007,"m":"i just love research what can i say"},"1022925467113750608":{"u":19,"t":1663954836396,"m":"this i do too","r":"1022925423539126333"},"1022925541755592704":{"u":19,"t":1663954854192,"m":"the whole point i'm just trying to make"},"1022925584038367293":{"u":19,"t":1663954864273,"m":"is try not to do shit for college"},"1022925597485301841":{"u":19,"t":1663954867479,"m":"do it because you like it"},"1022925613327192165":{"u":19,"t":1663954871256,"m":"if making orgs is what you like"},"1022925621304758364":{"u":19,"t":1663954873158,"m":"go do that"},"1022925641840083004":{"u":8,"t":1663954878054,"m":"i mean college is one aspect but there is more than just that behind the scences. The experiences are more important and tbh colleges don't care one bit if you have a business or not. They just want to see what you've learned over 4 years of high school, and adding a entruperuical side of yourself is preparing you for the future."},"1022925711411007528":{"u":19,"t":1663954894641,"m":"sure thing then","r":"1022925641840083004"},"1022925757594488832":{"u":19,"t":1663954905652,"m":"I hope you geniunely learn a lot"},"1022925777735520336":{"u":8,"t":1663954910454,"m":"and I have"},"1022925819628245002":{"u":19,"t":1663954920442,"m":"I learned prob the most about leadership in the two orgs that I've run"},"1022925823726063737":{"u":8,"t":1663954921419,"m":"leadership, recruting, adversting isn't as easy"},"1022925835856003165":{"u":8,"t":1663954924311,"m":"as it seems"},"1022925846173990942":{"u":8,"t":1663954926771,"m":"at least for me"},"1022925854344482946":{"u":19,"t":1663954928719,"m":"yeah i know"},"1022925863798448188":{"u":19,"t":1663954930973,"m":"it's hard as balls"},"1022925891740893245":{"u":22,"t":1663954937635,"m":"no more college talk"},"1022925905351409814":{"u":22,"t":1663954940880,"m":"this is ml server"},"1022925917271634121":{"u":19,"t":1663954943722,"m":"true"},"1022925935009353779":{"u":8,"t":1663954947951,"m":"yes sir"},"1022930183684112484":{"u":0,"t":1663955960914,"m":"fr"},"1022930217473429604":{"u":0,"t":1663955968970,"m":"or <#1016564858512216135>"},"1022618561077858395":{"u":6,"t":1663881664295,"m":"but definitely sus lmao"},"1022684810264707092":{"u":6,"t":1663897459332,"r":"1022682650470789150"},"1022744632137891870":{"u":8,"t":1663911721978,"m":"join this server"},"1022744650458603560":{"u":8,"t":1663911726346,"m":"OP 😄"},"1022744758738747412":{"u":2,"t":1663911752162,"m":"server promotion other than ours is not allowed","r":"1022744615813664809"},"1022744822810939412":{"u":0,"t":1663911767438,"m":"which was created 2 seconds ago"},"1022744827491794974":{"u":2,"t":1663911768554,"m":"lmaoooooooooo"},"1022744838673805312":{"u":2,"t":1663911771220,"m":"move to <#1022744753818837042>"},"1022745001098215474":{"u":8,"t":1663911809945,"m":"ok sorry","re":[{"c":2,"n":"👍"}]},"1022745556239532063":{"u":22,"t":1663911942301,"m":"100000th stem npo made for college apps"},"1022745572974800906":{"u":22,"t":1663911946291,"m":"sorry i had to say the truth"},"1022746417015554128":{"u":8,"t":1663912147526,"m":"cap","r":"1022745556239532063"},"1022746421629296680":{"u":0,"t":1663912148626,"m":"this is unironically fax","r":"1022745556239532063"},"1022746434241577000":{"u":8,"t":1663912151633,"m":"ain't for college"},"1022746456462987284":{"u":8,"t":1663912156931,"m":"infact my bro is the head"},"1022746532941922356":{"u":8,"t":1663912175165,"m":"and he is in middle school"},"1022746890141454416":{"u":22,"t":1663912260328,"m":"wow even better"},"1022747131846598727":{"u":0,"t":1663912317955,"m":"least sweaty proto lynbrook student"},"1022747183520428073":{"u":22,"t":1663912330275,"m":"pov; you want to go to college"},"1022747213996249118":{"u":0,"t":1663912337541,"m":"no cap"},"1022756084538167316":{"u":2,"t":1663914452443,"m":"have u graduated","r":"1022745556239532063"},"1022756138720165899":{"u":6,"t":1663914465361,"m":"oof yes","r":"1022745556239532063"},"1022756142285332532":{"u":6,"t":1663914466211,"m":"rip"},"1022756170970181722":{"u":2,"t":1663914473050,"m":"also i think its pretty toxic to assume people only do things for college apps, dont say this without *probable cause*"},"1022761589134336011":{"u":0,"t":1663915764841,"m":"it's true that it's fair to give probable cause but like"},"1022761822027255820":{"u":0,"t":1663915820367,"m":"for this particular activity it's kinda important to factor in prior pr"},"1022761835117678602":{"u":0,"t":1663915823488,"m":"bayes rule lezgo"},"1022762096636731465":{"u":2,"t":1663915885839,"m":"prior distributions prove everything is normal"},"1022762107743260722":{"u":2,"t":1663915888487,"m":"literally"},"1022772053184618497":{"u":0,"t":1663918259665,"m":"prior distribution may or may not be normal tho"},"1022772338372116500":{"u":2,"t":1663918327659,"m":"but most things normal, so most prior dists shud be normal rihgt","r":"1022772053184618497"},"1022772646758318100":{"u":0,"t":1663918401184,"m":"ok fax"},"1022878686027980902":{"u":4,"t":1663943682916,"m":"It’s fair to say it probably is imo cause this is something that’s exactly been done like so many times","r":"1022761589134336011"},"1022878766868996187":{"u":4,"t":1663943702190,"m":"Like there are so many stem npos esp coming out of LYNBROOK"},"1022878843624771676":{"u":4,"t":1663943720490,"m":"Like korekloud stemmist svsy and more"},"1022878909961871460":{"u":4,"t":1663943736306,"m":"Including programs run by the library"},"1022879072461787287":{"u":4,"t":1663943775049,"m":"If one actually wanted to improve stem here they would contribute to an existing org instead of rebuilding it a gazillion times"},"1022890639018442843":{"u":22,"t":1663946532731,"m":"it’s not fair to extrapolate but let’s be realistic bruh"},"1022905111468589056":{"u":2,"t":1663949983232,"m":"Buddi this is the same as immediately assuming ppl do stuff for “internet points”","r":"1022878686027980902"},"1022905469238513674":{"u":4,"t":1663950068531,"m":"Is it really? Like pls explain how this project is different from other programs","r":"1022905111468589056"},"1022905506441990295":{"u":4,"t":1663950077401,"m":"Right next to the promo for the server"},"1022905542668189746":{"u":4,"t":1663950086038,"m":"If want any traction"},"1022905551786606624":{"u":2,"t":1663950088212,"m":"oh lmao I didn’t even see what it was about"},"1022905634326331463":{"u":2,"t":1663950107891,"m":"I just thot u guys were making that assumption based on the fact that it’s an org about stem"},"1022905725703442513":{"u":4,"t":1663950129677,"m":"Ye cause that’s all they said they didn’t mention at all any sense of novelty","r":"1022905634326331463"},"1022905742665203793":{"u":4,"t":1663950133721,"m":"Like how it is different"},"1022905808805183609":{"u":4,"t":1663950149490,"m":"Than the gazillion other stem npcs"},"1022905846079967293":{"u":2,"t":1663950158377,"m":"Idk"},"1022907812101238975":{"u":2,"t":1663950627113,"m":"what i will say tho is that in my humble opinion i dont think its good practice to promote another server in a server u havent engaged in much"},"1022586392758464544":{"u":4,"t":1663873994770,"m":"o ya m bad"},"1022586426497441833":{"u":4,"t":1663874002814,"m":"wait this works"},"1022586437524267079":{"u":14,"t":1663874005443,"m":"but like why tho lmfao"},"1022586439566897203":{"u":4,"t":1663874005930,"m":"this works in both node and browser","te":1663874009150},"1022586456780316772":{"u":14,"t":1663874010034,"m":"cringe smh"},"1022586467786166374":{"u":4,"t":1663874012658,"m":"for a * import"},"1022586582655565899":{"u":4,"t":1663874040045,"m":"YOOOO node has a built in fetch now"},"1022586586841481247":{"u":4,"t":1663874041043,"m":"yoooooo"},"1022586637449957436":{"u":4,"t":1663874053109,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1022586637160558664/unknown.png"}]},"1022586643095506995":{"u":4,"t":1663874054455,"m":"get fcked node-fetch"},"1022588884766429244":{"u":4,"t":1663874588911,"m":"<@449366472704393216> ig u rite u can't just import *","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1022588884296675470/unknown.png"}]},"1022604322606952498":{"u":6,"t":1663878269579,"m":"wait what's `same bru.js`","r":"1022588884766429244"},"1022604341753950279":{"u":6,"t":1663878274144,"m":"is same like a cat thing"},"1022604415322030120":{"u":4,"t":1663878291684,"m":"Samepack","r":"1022604322606952498"},"1022604461157388379":{"u":4,"t":1663878302612,"m":"The best bundler"},"1022604498679627837":{"u":2,"t":1663878311558,"m":"also bundler created from scratch by a 16 year old"},"1022604503721197619":{"u":2,"t":1663878312760,"m":"> ronak"},"1022604540320686173":{"u":6,"t":1663878321486,"m":"oh bruh LMAO"},"1022604558125514863":{"u":6,"t":1663878325731,"m":"LMFAO","r":"1022604498679627837"},"1022604565339705424":{"u":4,"t":1663878327451,"m":"https://github.com/r2dev2/samepack","e":[{"url":"https://github.com/r2dev2/samepack","type":"article"}]},"1022604590274850816":{"u":2,"t":1663878333396,"m":"<@800873556895334451> how r u spending 15hrs ON APCS HWW????","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1022604589951877240/Screen_Shot_2022-09-22_at_1.25.19_PM.png"}]},"1022604674668437625":{"u":4,"t":1663878353517,"m":"It’s made cause chrome extension store reviews faster if your js is readable"},"1022604691579867166":{"u":6,"t":1663878357549,"m":"i kept it open lmao","r":"1022604590274850816"},"1022604698613731338":{"u":6,"t":1663878359226,"m":"from last night"},"1022604717223850104":{"u":2,"t":1663878363663,"m":"sus 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emojis/stickers lmao"},"1020160301557100586":{"u":5,"t":1663295569553,"m":"dybdahlbruh pls"},"1020160355361632287":{"u":5,"t":1663295582381,"m":"and anish"},"1020164681266102322":{"u":2,"t":1663296613757,"m":"send photo to use","r":"1020160301557100586"},"1020164830990176287":{"u":5,"t":1663296649454,"m":"uh"},"1020164843120099358":{"u":5,"t":1663296652346,"m":"<@779509377127415808>"},"1020164882508828773":{"u":5,"t":1663296661737,"m":"manavs not here"},"1020164893011349566":{"u":24,"t":1663296664241,"m":"wat"},"1020164912904933458":{"u":5,"t":1663296668984,"m":"send dybdahl 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cash","r":"1020219594822139925"},"1020357093049512097":{"u":19,"t":1663342488301,"m":"Bro idk if I can go"},"1020357130760499280":{"u":19,"t":1663342497292,"m":"I got some shits to do"},"1020426917641474138":{"u":15,"t":1663359135781,"m":"Ml rocks!"},"1020468739570933760":{"u":10,"t":1663369106906,"m":"nice","r":"1020357047671332957"},"1020468759691018270":{"u":10,"t":1663369111703,"m":"lol all g","r":"1020357130760499280"},"1020554098845700136":{"u":27,"t":1663389458143,"r":"1020501358501167156"},"1020554103694295063":{"u":27,"t":1663389459299,"r":"1020552815480938526"},"1020554108450656257":{"u":27,"t":1663389460433,"r":"1020554012631777401"},"1020845026005225523":{"u":28,"t":1663458820583,"m":"wait what whyyy","r":"1020154940464832593"},"1020845153902133270":{"u":28,"t":1663458851076,"m":"back to no lunch on fridays 💀"},"1020846878973247579":{"u":0,"t":1663459262365,"m":"💀","r":"1020845153902133270"},"1020847353235779726":{"u":2,"t":1663459375438,"m":"Bro I can’t get lunch 3/5 days in a week cuz clubs lmao","te":1663459415009,"r":"1020845153902133270"},"1020847462040211536":{"u":5,"t":1663459401379,"m":"lmao"},"1020847471984918528":{"u":2,"t":1663459403750,"m":"Just go after"},"1020847493010964600":{"u":5,"t":1663459408763,"m":"lmao"},"1020847853050015784":{"u":6,"t":1663459494603,"m":"same lmfao","r":"1020847353235779726"},"1020848503364255855":{"u":2,"t":1663459649650,"m":"yea lmao"},"1020848534200778812":{"u":2,"t":1663459657002,"m":"It’s not a big deal just get lunch after"},"1020848595081109566":{"u":2,"t":1663459671517,"m":"or pro strat have a teacher like seike who allows u to eat in class"},"1020848887562514472":{"u":28,"t":1663459741250,"m":"yea same lmfao","r":"1020847353235779726"},"1020849424802529372":{"u":6,"t":1663459869338,"m":"seike is amazing","r":"1020848595081109566","re":[{"c":1,"n":"👍"}]},"1020849428430602290":{"u":6,"t":1663459870203,"m":"lmao"},"1018560295687426108":{"u":19,"t":1662914098427,"m":"Can I put a research idea here for feedback"},"1018560319766941777":{"u":19,"t":1662914104168,"m":"I have no idea whether or not it'll work"},"1018563534763868202":{"u":19,"t":1662914870683,"m":"Without giving too much away, i just wanna know what would happen to a transformer if you used deep supervision"},"1018563556221927575":{"u":19,"t":1662914875799,"m":"over all the encoders","te":1662914893052},"1018579417292873819":{"u":4,"t":1662918657373,"m":"Making world better for a few ppl is still making the world better","r":"1018408624512573510"},"1018748164037165159":{"u":2,"t":1662958889732,"m":"thank you lmao","r":"1018579417292873819"},"1018755626601553961":{"u":10,"t":1662960668946,"m":"fair","r":"1018579417292873819"},"1018755643009662996":{"u":10,"t":1662960672858,"m":"but yeah u get my point"},"1018755671648391208":{"u":10,"t":1662960679686,"m":"(i hope? lol)","te":1662960694549},"1019086081725050950":{"u":10,"t":1663039455587,"m":"<@735596704178634844>"},"1019086102772072488":{"u":10,"t":1663039460605,"m":"oh nvm i'll DM u"},"1019632425497792514":{"u":10,"t":1663169714093,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1019632425313251468/4F4A4FCF-B3F7-4A9B-9082-D9B873396F9B.png"}]},"1019632433232105532":{"u":10,"t":1663169715937,"m":"unreal"},"1019632455193464932":{"u":10,"t":1663169721173,"m":"quizlet has NLP"},"1019632520301658163":{"u":6,"t":1663169736696,"m":"sheeeeesh"},"1019632606637207632":{"u":5,"t":1663169757280,"m":"lmfao"},"1019632727676440576":{"u":5,"t":1663169786138,"m":"“I was incorrect”","r":"1019632455193464932"},"1019703369855664199":{"u":2,"t":1663186628546,"m":"which nlp model/technique do u think wud operate here","te":1663186637167,"r":"1019632425497792514"},"1019755179077271552":{"u":19,"t":1663198980827,"m":"lmfao but it's literally ass","r":"1019632455193464932"},"1019757984974385263":{"u":16,"t":1663199649805,"m":"quizlet is paid now tho 😭","r":"1019632455193464932"},"1019846152310489098":{"u":2,"t":1663220670536,"m":"dont forget slader as well","r":"1019757984974385263"},"1019846227740872784":{"u":2,"t":1663220688520,"m":"slader much better than back of the book physics answers lmao"},"1020136877044547704":{"u":19,"t":1663289984714,"m":"slader's is fucking gone lmfao","r":"1019846152310489098"},"1020141446331904071":{"u":2,"t":1663291074117,"m":"lmao imagine if we had a teacher in the discord","r":"1020136877044547704"},"1020141472667926649":{"u":2,"t":1663291080396,"m":"like cs club does lmao"},"1020141481576628286":{"u":28,"t":1663291082520,"m":"you can find slader archives"},"1020141482243530843":{"u":10,"t":1663291082679,"m":"omg"},"1020141490757963868":{"u":10,"t":1663291084709,"m":"slader"},"1020141512715153428":{"u":10,"t":1663291089944,"m":"i have not heard of that in ages"},"1020141565232025630":{"u":10,"t":1663291102465,"m":"facts","r":"1019755179077271552"},"1020141586241310741":{"u":28,"t":1663291107474,"m":"the best is just to use a chegg unlocker lmfao"},"1020141586732036176":{"u":10,"t":1663291107591,"m":"uh","r":"1019703369855664199"},"1020141589315727431":{"u":10,"t":1663291108207,"m":"idk"},"1020141601944772719":{"u":10,"t":1663291111218,"m":"lol"},"1020141618399031296":{"u":28,"t":1663291115141,"m":"if u need the answers to something"},"1020141655900311572":{"u":10,"t":1663291124082,"m":"uhhh bag of words"},"1020141661692633140":{"u":10,"t":1663291125463,"m":"idk"},"1020141683280724059":{"u":10,"t":1663291130610,"m":"ic","r":"1020141618399031296"},"1020141959676973146":{"u":5,"t":1663291196508,"m":"lmao nguyen server does too","r":"1020141446331904071"},"1020141994028306532":{"u":28,"t":1663291204698,"m":"ye"},"1020142036642439189":{"u":6,"t":1663291214858,"m":"pog meeting tmrw"},"1020152115588501565":{"u":0,"t":1663293617866,"m":"we're actually having two meetings doing the same thing","te":1663293789734,"r":"1020142036642439189"},"1020152256844283956":{"u":0,"t":1663293651544,"m":"so if u cant come to the first (12:50 - 1:10) u can come to the second (1:10-1:25)"},"1020154147326132265":{"u":6,"t":1663294102270,"m":"oh yessss let's gooo"},"1020154165177090158":{"u":6,"t":1663294106526,"m":"now i can do drama club same day"},"1020154872038961162":{"u":0,"t":1663294275055,"m":"good ending"},"1020154940464832593":{"u":0,"t":1663294291369,"m":"we're likely only gonna do it for the first meeting tho 💀"},"1020154973025214545":{"u":6,"t":1663294299132,"m":"😢"},"1020155059796979804":{"u":1,"t":1663294319820,"m":"isnt it going to start a bit later like last year tho"},"1020155301619568752":{"u":0,"t":1663294377475,"m":"we usually start out with a set time but then we usually wave it a little bcz ppl start to show up whenever they want towards the middle of the yr lmao","te":1663294387477},"1018360751339085834":{"u":0,"t":1662866523347,"m":"?","r":"1018347904643112979"},"1018360766711210077":{"u":0,"t":1662866527012,"m":"how is it any different from this"},"1018360823384649759":{"u":0,"t":1662866540524,"m":"it's just in one area the pixels are AR, in the other it's on ur switch"},"1018360874152493087":{"u":2,"t":1662866552628,"m":"Ight yea I admit my argument before don’t make complete sense"},"1018360988405346304":{"u":2,"t":1662866579868,"m":"I just think that this cud be as fun as playing Pokémon go","r":"1018360700323774494"},"1018361068495573014":{"u":22,"t":1662866598963,"m":"finding animals is just as fun as playing Pokémon go?"},"1018361102767231008":{"u":22,"t":1662866607134,"m":"idk man those are two pretty different activities"},"1018361197948567632":{"u":2,"t":1662866629827,"m":"Aren’t they basically equivalent tho because ur searching for stuff"},"1018361291431215186":{"u":22,"t":1662866652115,"m":"extrapolate that to searching for your lost pencil or something"},"1018361309110226974":{"u":22,"t":1662866656330,"m":"you’re still searching for stuff"},"1018361402009858119":{"u":2,"t":1662866678479,"m":"Fair enuff"},"1018361485535236177":{"u":22,"t":1662866698393,"m":"instead of Pokémon go you should go find some love"},"1018361505030357062":{"u":22,"t":1662866703041,"m":"both are searching for something"},"1018361567533862963":{"u":2,"t":1662866717943,"m":"That may be a stretch lmao but ok"},"1018366010199375872":{"u":6,"t":1662867777157,"m":"yooo nice lmao","r":"1018354830852497419"},"1018394916075876353":{"u":24,"t":1662874668855,"m":"lol","r":"1018352212017152141"},"1018408317837656064":{"u":10,"t":1662877864084,"m":"<@712458988184404089> if you're saying that it feels weird because pokemon go essentially spawn pokemon in irl locations while not existing in our reality, thus making it as if people are excited over the stimulated feeling of actually catching a pokemon in reality when that would never truly happen"},"1018408324250738799":{"u":10,"t":1662877865613,"m":"sure"},"1018408349559173140":{"u":10,"t":1662877871647,"m":"but ppl get off to different things"},"1018408374368477284":{"u":10,"t":1662877877562,"m":"for u it's coding"},"1018408393343508512":{"u":10,"t":1662877882086,"m":"for other ppl it's pokemon"},"1018408459491885066":{"u":10,"t":1662877897857,"m":"plus the point of life is to have fun","re":[{"c":1,"n":"👍"}]},"1018408541607956590":{"u":10,"t":1662877917435,"m":"many things really have no meaning in life other than providing fun"},"1018408624512573510":{"u":10,"t":1662877937201,"m":"ur not making the world a better place using your small projects"},"1018408690337980448":{"u":10,"t":1662877952895,"m":"neither am I when I beat someone in a sport like tennis"},"1018409738247086090":{"u":22,"t":1662878202736,"m":"meaning of anything is subjective"},"1018409821906665532":{"u":22,"t":1662878222682,"m":"so to say things have no meaning is inherently a subjective view"},"1018412622456045668":{"u":6,"t":1662878890385,"m":"uh","r":"1018408349559173140"},"1018412640252465152":{"u":6,"t":1662878894628,"m":"yeah"},"1018412660750028800":{"u":6,"t":1662878899515,"m":"i agree lmao"},"1018413979158184001":{"u":2,"t":1662879213848,"m":"uhhh yea"},"1018414487948238938":{"u":2,"t":1662879335153,"m":"fax, except 81 visually impaired ppl use genalt to get image captions online because they don't have alternate text","te":1662879353833,"r":"1018408624512573510"},"1018414537952735234":{"u":10,"t":1662879347075,"m":"ok"},"1018414556655124501":{"u":10,"t":1662879351534,"m":"ratio"},"1018414562707513414":{"u":10,"t":1662879352977,"m":"+bozo"},"1018414616851787826":{"u":2,"t":1662879365886,"m":"mostly fax tho my projects dont make the world a better place"},"1018414621939482635":{"u":2,"t":1662879367099,"m":"cya"},"1018414814382526514":{"u":22,"t":1662879412981,"m":"is making the world a better place what matters?"},"1018415069274591286":{"u":10,"t":1662879473752,"m":"i get what you're saying of what constitutes mattering"},"1018415144826585108":{"u":10,"t":1662879491765,"m":"but in general"},"1018415295699890236":{"u":10,"t":1662879527736,"m":"the world tends to see the things that help solve real world issues as mattering"},"1018415360774520912":{"u":10,"t":1662879543251,"m":"the more necessary it is, the more it matters"},"1018415387173453904":{"u":22,"t":1662879549545,"m":"how can you generalize one belief to the entire world"},"1018415408178532372":{"u":10,"t":1662879554553,"m":"well"},"1018415438427856896":{"u":10,"t":1662879561765,"m":"from what i've learned from my 16 years on this planet"},"1018415460510859314":{"u":10,"t":1662879567030,"m":"all the books"},"1018415474322706504":{"u":10,"t":1662879570323,"m":"and the classroom stuff"},"1018415479783690251":{"u":10,"t":1662879571625,"m":"and the news"},"1018415601661788240":{"u":22,"t":1662879600683,"m":"your belief of what the world believes"},"1018542775123320833":{"u":10,"t":1662909921199,"m":"do you believe i am wrong?"},"1018251830930702417":{"u":2,"t":1662840554698,"m":"see what he says"},"1018270402465767464":{"u":29,"t":1662844982497,"m":"OH LMAO 💀","r":"1018245804542140558"},"1018270635367071774":{"u":29,"t":1662845038025,"m":"theres some phsysics teacher at west balley that writes exercises and has a miniature physics book in latex","r":"1018251820331700254"},"1018270788136222820":{"u":22,"t":1662845074448,"m":"i did latex for online nguyen but then i found out he doesnt check"},"1018282847519387658":{"u":24,"t":1662847949629,"m":"hi"},"1018284203101659207":{"u":5,"t":1662848272825,"m":"sup"},"1018287374029050008":{"u":6,"t":1662849028833,"m":"hi"},"1018324793793192086":{"u":4,"t":1662857950400,"m":"CONGRATULATIONS TO <@449366472704393216> NISHI FOR WINNING 1ST PLACE AT HARVARD GO KART RACE. HE HAS BEEN NAMED AMONG THE TOP 100 POLE POSITIONS IN THE NATION. VROOM VROOM VROOM ZOOM ZOOM","re":[{"c":4,"n":"🔥"}]},"1018324845005639682":{"u":29,"t":1662857962610,"m":"AMAZR"},"1018328226701000784":{"u":2,"t":1662858768869,"m":"the most amount of racing I’ve ever done was forza where all I did was crash into cars because I was salty I never won"},"1018328259550793768":{"u":2,"t":1662858776701,"m":"Congrats tho lmao"},"1018328680252059658":{"u":4,"t":1662858877004,"m":"may i introduce u to stk","r":"1018328226701000784"},"1018328689517285377":{"u":4,"t":1662858879213,"m":"supertuxkart"},"1018330552866185227":{"u":0,"t":1662859323470,"m":"<@449366472704393216> hey"},"1018330648294998087":{"u":5,"t":1662859346222,"m":"i can drive so ive raced lmaoo","r":"1018328226701000784"},"1018330692209365025":{"u":0,"t":1662859356692,"m":"u dropped smthn big guy","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1018330692083519578/unknown.png"}],"r":"1018330552866185227"},"1018347904643112979":{"u":2,"t":1662863460456,"m":"Anybody here play Mario kart on switch"},"1018348055239602186":{"u":2,"t":1662863496361,"m":"Also is ronak then luigi and we are the mushrooms"},"1018348073623228447":{"u":10,"t":1662863500744,"m":"anyone here play fortnite on ps4"},"1018348081248489474":{"u":2,"t":1662863502562,"m":"who get stepped on"},"1018352212017152141":{"u":6,"t":1662864487414,"m":"anyone here play pokémon go on iphone"},"1018354491621380136":{"u":2,"t":1662865030914,"m":"Ew bruh"},"1018354765182275654":{"u":10,"t":1662865096136,"m":"me","r":"1018352212017152141"},"1018354830852497419":{"u":10,"t":1662865111793,"m":"jivitesh forced me to"},"1018354842013548645":{"u":2,"t":1662865114454,"m":"wait u know ur Pokémon r fake lmao"},"1018354876541059122":{"u":10,"t":1662865122686,"m":"wdym"},"1018354890701017120":{"u":2,"t":1662865126062,"m":"they don’t exist or matter in real 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again"},"1016599608488624178":{"u":1,"t":1662446634171,"m":"oh ya"},"1016599683520532480":{"u":22,"t":1662446652060,"m":"probably more than 80%"},"1016599696057307136":{"u":22,"t":1662446655049,"m":"probably like 90%"},"1016599697110081546":{"u":1,"t":1662446655300,"m":"breaking physics rules  in media"},"1016599718056448050":{"u":22,"t":1662446660294,"m":"yeah its so free"},"1016599732774248478":{"u":22,"t":1662446663803,"m":"you cant get points off on that"},"1016600052048875600":{"u":2,"t":1662446739924,"m":"he didnt enter quiz in yet"},"1016600133770682388":{"u":2,"t":1662446759408,"m":"assuming phys stays as ez as it is right now, i like his class"},"1016522700950339584":{"u":1,"t":1662428297985,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1016522700765806693/Screen_Shot_2022-09-05_at_6.38.09_PM.jpg"}]},"1016522836535410689":{"u":14,"t":1662428330311,"m":"But yea like anyways do sht becuz u think it's right, not becuz it'll help u for college"},"1016522867627794503":{"u":14,"t":1662428337724,"m":"Trust me admissions offices see right thru that sht"},"1016522948447842368":{"u":14,"t":1662428356993,"m":"They've seen millions of kids try to puff up their application with impressive sounding stuff"},"1016523040999354368":{"u":14,"t":1662428379059,"m":"What actually differentiates u is ur intent"},"1016523096980729896":{"u":4,"t":1662428392406,"m":"computer vision pull request","r":"1016522948447842368"},"1016523196138258453":{"u":14,"t":1662428416047,"m":"AAA Insurance","r":"1016523096980729896","re":[{"c":1,"n":"🚀"}]},"1016523257270239303":{"u":22,"t":1662428430622,"m":"lynbrook kids when they find out going to a school outside of t20 on us news results in a life of crime: 😢","re":[{"c":3,"n":"bruh","id":"956050219194253352"},{"c":2,"n":"😢"}]},"1016535737556017234":{"u":2,"t":1662431406154,"m":"omg bruh","r":"1016519987889975366"},"1016535779914293279":{"u":2,"t":1662431416253,"m":"there's more than one way to get into college"},"1016535815184187422":{"u":2,"t":1662431424662,"m":"wtf why is this chat becoming college questions"},"1016535828253651014":{"u":2,"t":1662431427778,"m":"fcking college confidential"},"1016536120009424896":{"u":2,"t":1662431497338,"m":"yea lmao","r":"1016521388846239805"},"1016545866166849647":{"u":10,"t":1662433821003,"m":"btw <@744266249684648116>"},"1016545889550073866":{"u":10,"t":1662433826578,"m":"ucla is a good college"},"1016545926204104704":{"u":10,"t":1662433835317,"m":"which is definitely a hard reach for me"},"1016545965597012079":{"u":10,"t":1662433844709,"m":"i did not diss u in any way whatsoever"},"1016546448575299645":{"u":10,"t":1662433959860,"m":"and if i didnt mention it, ucla is also my dream college"},"1016546474055716875":{"u":10,"t":1662433965935,"m":"LA is a fun city"},"1016546482377203722":{"u":4,"t":1662433967919,"m":"I’m not offended by it, just that ranking colleges like that is toxic esp to people who wanna go to that college but didn’t get in. It’s also generally not helpful cause all colleges are strong and weak in diff areas so u can’t really compare anything.","r":"1016545965597012079"},"1016546631379861576":{"u":10,"t":1662434003444,"m":"i am just stressed overall because i dont think i can get in a good college","r":"1016546482377203722"},"1016546646093467740":{"u":10,"t":1662434006952,"m":"i didnt consider it that way"},"1016546649113378826":{"u":10,"t":1662434007672,"m":"mb"},"1016546668205834240":{"u":10,"t":1662434012224,"m":"i will stop abt colleges"},"1016546781468831774":{"u":22,"t":1662434039228,"m":"avg Lynbrook kid"},"1016562425530687518":{"u":10,"t":1662437769063,"m":"i have 5 Bs","r":"1016546781468831774"},"1016562457369657375":{"u":10,"t":1662437776654,"m":"3 are freshman year"},"1016562498587082783":{"u":10,"t":1662437786481,"m":"so UCs r my only hope"},"1016564165969715251":{"u":22,"t":1662438184016,"m":"Stanford too"},"1016564935364464650":{"u":0,"t":1662438367454,"m":"bros this is an ml server lmao"},"1016565100699734096":{"u":0,"t":1662438406873,"m":"just created <#1016564858512216135> for discussions which are rly unrelated"},"1016566011077611611":{"u":2,"t":1662438623924,"m":"YES thank you Marc"},"1016566098398814269":{"u":2,"t":1662438644743,"m":"Also bruh my vscode literally broke"},"1016566189545242625":{"u":2,"t":1662438666474,"m":"literally running 60000 ports at the same time is going to screw ur machine if anybody wanted more confirmation"},"1016568744308383815":{"u":22,"t":1662439275577,"m":"maybe a rant channel"},"1016568809349451836":{"u":0,"t":1662439291084,"m":"💀","r":"1016566189545242625"},"1016568823052242954":{"u":0,"t":1662439294351,"m":"<#956072826790621234>","r":"1016568744308383815"},"1016568928576733194":{"u":2,"t":1662439319510,"m":"dude yea","r":"1016568809349451836"},"1016568956141711401":{"u":2,"t":1662439326082,"m":"i showed the script right to spawn the ports"},"1016568968850456606":{"u":22,"t":1662439329112,"m":"treenutz rant 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btw"},"1016521537559470080":{"u":10,"t":1662428020611,"m":"or ucsc"},"1016521541753765919":{"u":4,"t":1662428021611,"m":"bru some of my friends go there"},"1016521551211925554":{"u":4,"t":1662428023866,"m":"they good"},"1016521569427783762":{"u":14,"t":1662428028209,"m":"Undergrad CS is the fckn same everywhere"},"1016521584724414475":{"u":10,"t":1662428031856,"m":"like as long as i dont go there it’s fine"},"1016521621336498217":{"u":4,"t":1662428040585,"m":"bru the smartest ee guy ik who was a pro valo gamer almost signed by tsm went to sjsu"},"1016521634624045057":{"u":4,"t":1662428043753,"m":"y u shit on sjsu"},"1016521638809976862":{"u":4,"t":1662428044751,"m":"it good"},"1016521642500952074":{"u":10,"t":1662428045631,"m":"im more worried abt the connections than anythijg","r":"1016521569427783762"},"1016521657516560385":{"u":10,"t":1662428049211,"m":"the networking"},"1016521728287055952":{"u":4,"t":1662428066084,"m":"boi ur an asian in silicone valley u will have connections 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internship numbers","re":[{"c":1,"n":"👍"}]},"1016521989109858405":{"u":4,"t":1662428128269,"m":"u won't go to same colelge"},"1016521991571914782":{"u":4,"t":1662428128856,"m":"there are so many colleges"},"1016522007640281219":{"u":4,"t":1662428132687,"m":"low chance of same one"},"1016522018583228426":{"u":14,"t":1662428135296,"m":"Like one of the highest in the US for Microsoft I think"},"1016522052510961694":{"u":10,"t":1662428143385,"m":"man i dont know i literally have 2 Bs"},"1016522060710826044":{"u":4,"t":1662428145340,"m":"sjsu is reallly high recruitment"},"1016522069581770812":{"u":10,"t":1662428147455,"m":"my life is done"},"1016522144261353554":{"u":4,"t":1662428165260,"m":"like it's not a myth tech company strat is literally recruit from sjsu and clapoly"},"1016522172384153620":{"u":14,"t":1662428171965,"m":"ur the stereotypical stressed Lynbrook kid counselors talk about"},"1016522180592410664":{"u":10,"t":1662428173922,"m":"i guess","r":"1016522144261353554"},"1016522199047352371":{"u":10,"t":1662428178322,"m":"i dunno man"},"1016522269054468166":{"u":22,"t":1662428195013,"m":"if you go to Harvard I heard there is a special prestige potion to solve all your problems"},"1016522324045987931":{"u":14,"t":1662428208124,"m":"I love ice water","r":"1016522269054468166"},"1016522342911987782":{"u":1,"t":1662428212622,"m":"yes, u can mention it in ur conversations"},"1016522359202660363":{"u":1,"t":1662428216506,"m":"and ppl will go wow"},"1016522428308004884":{"u":22,"t":1662428232982,"m":"10000th Asian male in cs doing x activity"},"1016522438789562409":{"u":22,"t":1662428235481,"m":"not even cap"},"1016522550211268669":{"u":14,"t":1662428262046,"m":"It's weird here there's so many gov and Econ majors"},"1016519824983199834":{"u":4,"t":1662427612301,"m":"||livetl||","r":"1016519740593811476"},"1016519848244826122":{"u":10,"t":1662427617847,"m":"idk if they will let me help 😭😭😭"},"1016519921779351622":{"u":14,"t":1662427635379,"m":"this is why I started contributing to libraries and integrating with other sites","r":"1016519824983199834"},"1016519942163664917":{"u":14,"t":1662427640239,"m":"Instead of creating new sht"},"1016519950724247683":{"u":4,"t":1662427642280,"m":"y"},"1016519954293596181":{"u":4,"t":1662427643131,"m":"ye"},"1016519964343148564":{"u":4,"t":1662427645527,"m":"mood"},"1016519976103977001":{"u":4,"t":1662427648331,"m":"holodex sadge"},"1016519987889975366":{"u":10,"t":1662427651141,"m":"did everyone who started their own hackathon go to UCLA or above","r":"1016519921779351622"},"1016520067330101289":{"u":10,"t":1662427670081,"m":"please i got to know"},"1016520075949383741":{"u":14,"t":1662427672136,"m":"Why is this the only fckn thing u think about lmaoooo","r":"1016519987889975366"},"1016520082278584320":{"u":10,"t":1662427673645,"m":"i thought i was special"},"1016520103388528661":{"u":4,"t":1662427678678,"m":"bru wdym ucla or above"},"1016520116411838567":{"u":4,"t":1662427681783,"m":"stop ranking colleges"},"1016520117720465479":{"u":10,"t":1662427682095,"m":"just answer my question","r":"1016520075949383741"},"1016520205985386566":{"u":10,"t":1662427703139,"m":"lol","r":"1016520116411838567"},"1016520221617569923":{"u":14,"t":1662427706866,"m":"first of all I don't know I never really cared"},"1016520225186922538":{"u":1,"t":1662427707717,"m":"my first all-nighter was in a hackathon","r":"1016518161887150081","re":[{"c":1,"n":"👍"}]},"1016520273429807166":{"u":14,"t":1662427719219,"m":"Second yes I do know ppl who went to berk"},"1016520299807776889":{"u":14,"t":1662427725508,"m":"That organized hackathons"},"1016520344716181574":{"u":10,"t":1662427736215,"m":"ok cool i still have a chance"},"1016520364584607776":{"u":10,"t":1662427740952,"m":"of UCLA"},"1016520420196892754":{"u":14,"t":1662427754211,"m":"u care too much about college lmfao"},"1016520478703243284":{"u":14,"t":1662427768160,"m":"Everything u do at the end of the day is like \"is this useful for college\""},"1016520480385138749":{"u":10,"t":1662427768561,"m":"yo r u tall pranav? the one who plays bball with arjun","r":"1016520225186922538"},"1016520500907876402":{"u":1,"t":1662427773454,"m":"no"},"1016520522642751540":{"u":1,"t":1662427778636,"m":"i dont do basketball"},"1016520538912469022":{"u":10,"t":1662427782515,"m":"oh nvm then"},"1016520598475772056":{"u":10,"t":1662427796716,"m":"if i go to a good college","r":"1016520478703243284"},"1016520625734569984":{"u":4,"t":1662427803215,"m":"also there is no above to ucla","r":"1016520103388528661"},"1016520630939701278":{"u":4,"t":1662427804456,"m":"ucla best"},"1016520651999301742":{"u":10,"t":1662427809477,"m":"i can stop stressing abt stuff"},"1016520679765590026":{"u":14,"t":1662427816097,"m":"lmaooooooo"},"1016520704637808720":{"u":10,"t":1662427822027,"m":"i will chill and find my actual passions when i make it into a good college"},"1016520722362937374":{"u":14,"t":1662427826253,"m":"College ain't the end buddy"},"1016520738137706496":{"u":10,"t":1662427830014,"m":"for now, i will stay on the grind"},"1016520740239065239":{"u":1,"t":1662427830515,"m":"lol the grind doesnt stop","re":[{"c":2,"n":"👍"}]},"1016520763551010826":{"u":1,"t":1662427836073,"m":"from what i've heard"},"1016520834870939658":{"u":14,"t":1662427853077,"m":"ain't no way u think u can chillax after high school bro lmaoooo"},"1016520890491617353":{"u":10,"t":1662427866338,"m":"fax","te":1662427869673,"r":"1016520630939701278"},"1016520914134913135":{"u":10,"t":1662427871975,"m":"harvard is bad"},"1016520957378187394":{"u":14,"t":1662427882285,"m":"well thank you very much"},"1016520974130229458":{"u":10,"t":1662427886279,"m":"from what i’ve heard it does","r":"1016520763551010826"},"1016520978014150706":{"u":10,"t":1662427887205,"m":"idk"},"1016521001053462548":{"u":10,"t":1662427892698,"m":"ur welcome","r":"1016520957378187394"},"1016521018107498587":{"u":14,"t":1662427896764,"m":"From what I've experienced it doesn't"},"1016521070133649538":{"u":10,"t":1662427909168,"m":"meh"},"1016521149754126347":{"u":14,"t":1662427928151,"m":"Not that I don't like the grind cuz I grind sht I like doing like research and open source and sht so"},"1016521227650748446":{"u":14,"t":1662427946723,"m":"I love it and have a lot of fun so it doesn't really feel too grindy"},"1016521241223495800":{"u":10,"t":1662427949959,"m":"look kento"},"1016489364588613662":{"u":4,"t":1662420349977,"m":"also rich harrisism is based"},"1016513557820616764":{"u":2,"t":1662426118093,"m":"fulk all that bro, fulk is the guy to be praying to","te":1662426156553},"1016513780777226390":{"u":2,"t":1662426171250,"m":"~~altho he is not our advisor and cs club no use his room anymore~~"},"1016514574310199396":{"u":5,"t":1662426360443,"m":"yeah fu||l||k all 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is coding art club"},"1016465949983002726":{"u":4,"t":1662414767500,"m":"It was Friday lunch"},"1016465978038698035":{"u":14,"t":1662414774189,"m":"yt please hire me i wanna fckn fix ur shtty goddamn livestream experience"},"1016465994459394088":{"u":14,"t":1662414778104,"m":"so i can watch vtubers in peace"},"1016466002873155584":{"u":4,"t":1662414780110,"m":"Probably same this year"},"1016466005050015816":{"u":14,"t":1662414780629,"m":"i swear to god"},"1016466032342347837":{"u":2,"t":1662414787136,"m":"ah ok","r":"1016466002873155584"},"1016466043885080577":{"u":2,"t":1662414789888,"m":"there's no monday lunch clubs anymore"},"1016466048221978805":{"u":4,"t":1662414790922,"m":"They’ll be there at club day"},"1016466063048839289":{"u":4,"t":1662414794457,"m":"Lmao"},"1016466088810262588":{"u":2,"t":1662414800599,"m":"so cs club in 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dangerous"},"1016402900135706714":{"u":5,"t":1662399735245,"m":"next time lets just do smth flat"},"1016408439511056526":{"u":2,"t":1662401055935,"m":"only time this is good when ur optimizing loss curves ig","r":"1016397414166450186"},"1016411698640461865":{"u":5,"t":1662401832972,"m":"lmao its ml of course"},"1016414902535061634":{"u":4,"t":1662402596840,"m":"Y private","r":"1016272324502245386"},"1016414939386216511":{"u":4,"t":1662402605626,"m":"It’s good idea"},"1016414953294536818":{"u":4,"t":1662402608942,"m":"Make public"},"1016414981509623950":{"u":4,"t":1662402615669,"m":"R u anti commi"},"1016415232463216731":{"u":4,"t":1662402675501,"m":"A few years ago I tried differentiating if a tweet was from Elon or not with a cnn and it got 65% as well"},"1016415259298369767":{"u":4,"t":1662402681899,"m":"So u can probably do much better"},"1016415336561659974":{"u":4,"t":1662402700320,"m":"I think you made an accidental naïve bayes just like me"},"1016416036054126723":{"u":0,"t":1662402867092,"m":"because it's kinda sus to have public lmao","r":"1016414902535061634"},"1016416144862748693":{"u":0,"t":1662402893034,"m":"ye but ML++ has like no RNNs or anything lmao","r":"1016415259298369767"},"1016417178809020568":{"u":4,"t":1662403139546,"m":"du","r":"1016416036054126723"},"1016417187893887137":{"u":4,"t":1662403141712,"m":"i have"},"1016417233238491267":{"u":4,"t":1662403152523,"m":"so many"},"1016417239836135505":{"u":4,"t":1662403154096,"m":"public repos"},"1016417259708743690":{"u":4,"t":1662403158834,"m":"that are way weirder than that"},"1016417263747862638":{"u":4,"t":1662403159797,"m":"https://r2dev2.github.io/KentosBigDay/"},"1016417343297044570":{"u":4,"t":1662403178763,"m":"https://r2dev2.github.io/GameOfLife","e":[{"url":"https://r2dev2.github.io/GameOfLife","type":"link"}]},"1016417587334230147":{"u":0,"t":1662403236946,"m":"idk man... scraping msgs i think is still sussier"},"1016417699934511216":{"u":0,"t":1662403263792,"m":"but ill think abt it"},"1016417822726963260":{"u":5,"t":1662403293068,"m":"oh u used canvas LMFAO","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1016417822496280656/Screen_Shot_2022-09-05_at_11.41.20_AM.png"}],"r":"1016417343297044570"},"1016417939123077192":{"u":4,"t":1662403320819,"m":"i used aframe","r":"1016417822726963260"},"1016417964666392598":{"u":4,"t":1662403326909,"m":"it's rlly cool"},"1016417985084264538":{"u":4,"t":1662403331777,"m":"but yea it does render to a canvas"},"1016418001068765294":{"u":4,"t":1662403335588,"m":"cause u can't do 3d in dom"},"1016418025739661323":{"u":4,"t":1662403341470,"m":"aframe is really cool"},"1016418044223955136":{"u":5,"t":1662403345877,"m":"oh lmaoo"},"1016418048921575465":{"u":5,"t":1662403346997,"m":"nice"},"1016418055145922570":{"u":4,"t":1662403348481,"m":"like it just gives so much out of the box"},"1016418072648745010":{"u":4,"t":1662403352654,"m":"and u can put the stuff in html"},"1016418115153842266":{"u":4,"t":1662403362788,"m":"i recently found out about https://threlte.xyz/","e":[{"url":"https://threlte.xyz/","type":"link"}]},"1016418210695888956":{"u":4,"t":1662403385567,"m":"it gives a bit less than aframe out of the box but it gives sooo much more control"},"1016418225598251048":{"u":4,"t":1662403389120,"m":"it's way better"},"1016418283316072609":{"u":4,"t":1662403402881,"m":"i've been using it for that vr phone thing i've been posting in webdevcord"},"1016418444696096859":{"u":5,"t":1662403441357,"m":"wow nice lmao"},"1016229136215310446":{"u":2,"t":1662358306698,"m":"unrelated"},"1016229149997797499":{"u":2,"t":1662358309984,"m":"sealion was 2 years ago"},"1016229165839679489":{"u":4,"t":1662358313761,"m":"no, u are a seal"},"1016229191085215826":{"u":4,"t":1662358319780,"m":"u are a navy seal"},"1016229216347496509":{"u":2,"t":1662358325803,"m":"boi i have 10 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chad","r":"1016229256625389579"},"1016252457980018728":{"u":2,"t":1662363867040,"m":"Bruh some ppl apparently using my face now as a meme template","r":"1016248644049055744"},"1016252565387739207":{"u":0,"t":1662363892648,"m":"lmao let's see one","r":"1016252457980018728"},"1016252580629860413":{"u":2,"t":1662363896282,"m":"Ronak literally downloaded the image","r":"1016229256625389579"},"1016252642479054938":{"u":2,"t":1662363911028,"m":"And gave it a title called anishhalfdab.png to store it"},"1016252756048232518":{"u":0,"t":1662363938105,"m":"oh sht lmao"},"1016252764243894292":{"u":0,"t":1662363940059,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1016252764063543357/unknown.png"}]},"1016252949116227595":{"u":2,"t":1662363984136,"m":"bruh"},"1016259196137771089":{"u":4,"t":1662365473542,"m":"It is a half dab though","r":"1016252642479054938","re":[{"c":1,"n":"👍"}]},"1016259395019083806":{"u":4,"t":1662365520959,"m":"I have a pictures folder with like 5 or 6 pics of <@449366472704393216> in the root and a few more in subfolders"},"1016259537344409620":{"u":4,"t":1662365554892,"m":"I have a gimp project in which I exported transparent bg pictures of each of <@449366472704393216> limb"},"1016259633465274398":{"u":4,"t":1662365577809,"m":"Was gonna use those to animate <@449366472704393216> but I’m too lazy lmao"},"1016263026678169630":{"u":0,"t":1662366386814,"m":"make a kento classifier","r":"1016259395019083806"},"1016263111252127856":{"u":0,"t":1662366406978,"m":"oh wait i actually didn't tell u this but i actually created a kento/ronak text classifier with ML++ lmao","re":[{"c":1,"n":"🔥"}]},"1016263155745296414":{"u":0,"t":1662366417586,"m":"i scraped 7K msgs from ltcord","te":1662366542522},"1016263293180063754":{"u":0,"t":1662366450353,"m":"got 65% acc"},"1016266999120281630":{"u":4,"t":1662367333918,"m":"AYO 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nsfw","r":"1016226326623043605"},"1016227540119076884":{"u":2,"t":1662357926159,"m":"ah fck"},"1016227577813282857":{"u":2,"t":1662357935146,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1016227577309954128/Screen_Shot_2022-09-04_at_11.05.19_PM.png"}]},"1016227581307125832":{"u":4,"t":1662357935979,"m":"what kinda color scheme is that"},"1016227592518508614":{"u":2,"t":1662357938652,"m":"fck fck fck"},"1016227596482129971":{"u":4,"t":1662357939597,"m":"absolutely horendous"},"1016227625963884604":{"u":2,"t":1662357946626,"m":"im spawning 60k ports rn"},"1016227636755828766":{"u":4,"t":1662357949199,"m":"average"},"1016227653914742824":{"u":4,"t":1662357953290,"m":"ml \"engineer\""},"1016227689167855687":{"u":4,"t":1662357961695,"m":"bro u need to ulimit -n did u do that"},"1016227707568275527":{"u":2,"t":1662357966082,"m":"ye i just did it"},"1016227721359130684":{"u":4,"t":1662357969370,"m":"mac default is like 1k"},"1016227724429365318":{"u":4,"t":1662357970102,"m":"ok"},"1016227728892104787":{"u":4,"t":1662357971166,"m":"good"},"1016227764380119081":{"u":4,"t":1662357979627,"m":"now have fun crashing ur mac lmao"},"1016227788598030436":{"u":4,"t":1662357985401,"m":"ew act"},"1016227796156166185":{"u":4,"t":1662357987203,"m":"that's like"},"1016227811943518250":{"u":4,"t":1662357990967,"m":"standardized testing"},"1016227899071795211":{"u":2,"t":1662358011740,"m":"wtv u sat down and fell off"},"1016227901630328935":{"u":10,"t":1662358012350,"m":"anish what do u average"},"1016227938871558215":{"u":2,"t":1662358021229,"m":"i thot we said no college sht"},"1016227948161945630":{"u":4,"t":1662358023444,"m":"wait u can't console log for api???","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1016227947964801024/unknown.png"}]},"1016227966029660200":{"u":4,"t":1662358027704,"m":"damnnn"},"1016227967229247569":{"u":2,"t":1662358027990,"m":"yea u can"},"1016227973516505180":{"u":4,"t":1662358029489,"m":"that's unfortunate"},"1016227980017680396":{"u":4,"t":1662358031039,"m":"ok good"},"1016227984920805427":{"u":2,"t":1662358032208,"m":"i was being stupid"},"1016227994467041321":{"u":2,"t":1662358034484,"m":"i didnt look in term"},"1016227995033276477":{"u":4,"t":1662358034619,"m":"lmao"},"1016228005107998780":{"u":2,"t":1662358037021,"m":"only browser console"},"1016228013236555826":{"u":4,"t":1662358038959,"m":"i was about to suggest"},"1016228026700275712":{"u":10,"t":1662358042169,"m":"BRO U BROUGHT IT UP","r":"1016227938871558215"},"1016228030101860422":{"u":4,"t":1662358042980,"m":"sending chat messages to my pubsub"},"1016228033654439947":{"u":10,"t":1662358043827,"m":"WTF"},"1016228036724658197":{"u":4,"t":1662358044559,"m":"that i host"},"1016228117670539294":{"u":10,"t":1662358063858,"m":"so?"},"1016228148507054170":{"u":2,"t":1662358071210,"m":"oh lmao","r":"1016228030101860422"},"1016228162440536104":{"u":2,"t":1662358074532,"m":"pubsub sounds very sus"},"1016228189921619989":{"u":2,"t":1662358081084,"m":"like the type of server u use for sus tings"},"1016228284436058142":{"u":2,"t":1662358103618,"m":"wait also there's nothing wrong with this color scheme","r":"1016173953804419112"},"1016228340404854874":{"u":2,"t":1662358116962,"m":"if anything vim is nsfw"},"1016229033559719987":{"u":4,"t":1662358282223,"m":"tf","r":"1016228189921619989"},"1016229042757849088":{"u":4,"t":1662358284416,"m":"pubsub"},"1016229046876635146":{"u":4,"t":1662358285398,"m":"means"},"1016229069089681468":{"u":4,"t":1662358290694,"m":"publish + subscribe"},"1016229089134248026":{"u":4,"t":1662358295473,"m":"u send messages to the server"},"1016229104959356998":{"u":2,"t":1662358299246,"m":"ohhh"},"1016229111494103150":{"u":4,"t":1662358300804,"m":"and u can subscrige to the memssages"},"1016229132293648394":{"u":2,"t":1662358305763,"m":"i need new pfp"},"1016028706986283199":{"u":2,"t":1662310520646,"m":"also speaking of nobel prize winners <@449366472704393216> we talkin about u lmao","r":"1016027713527631902"},"1016028915992637510":{"u":14,"t":1662310570477,"m":"nobel prize??? cs???","r":"1016028706986283199"},"1016028922716110888":{"u":14,"t":1662310572080,"m":"pfffffffff"},"1016049086224404550":{"u":0,"t":1662315379435,"m":"exactly","r":"1016005092828258314"},"1016049252872495174":{"u":0,"t":1662315419167,"m":"that \"5%\" is not to be taken seriously doe","te":1662315507374,"r":"1016027713527631902"},"1016049483739574363":{"u":0,"t":1662315474210,"m":"there are a significantly higher number of people that get rejected at MIT, Harvard than that are accepted, a large number of them have all As, and are the captains of the debate team, wrote paper xyz","te":1662315620715},"1016049889760792726":{"u":0,"t":1662315571013,"m":"you also have to factor in that those colleges make decisions locally, not globally, meaning that some dude that is 5 times smarter than another dude but is only avg at his school won't get in, but if the ladder dude is locally excelling/the best then he'll get in"},"1016051205824331856":{"u":10,"t":1662315884787,"m":"colleges do tend to communicate with each other"},"1016051297109168178":{"u":10,"t":1662315906551,"m":"like they will most definitely be like \"yo imma reject this kid at duke, but let yale accept him\""},"1016051503145955438":{"u":10,"t":1662315955674,"m":"which is why acceptances are wack i guess?"},"1016053047803248743":{"u":2,"t":1662316323949,"m":"ok wait we prob shud stop with the college sht"},"1016053072398659624":{"u":2,"t":1662316329813,"m":"in the <#951915965849935882> of a server in ML Club","re":[{"c":1,"n":"😭"}]},"1016053473000829008":{"u":10,"t":1662316425324,"m":"sooo","r":"1016053072398659624"},"1016053488872071168":{"u":10,"t":1662316429108,"m":"can we have an off topic channel?"},"1016063702308487259":{"u":2,"t":1662318864181,"m":"the broader point is that we dont want 1/2 the things we talk about to be centered about college","r":"1016053488872071168"},"1016063823712616551":{"u":2,"t":1662318893126,"m":"there's other cool sht i guess"},"1016064127497683035":{"u":1,"t":1662318965554,"m":"<#956072826790621234> lol"},"1016064343131041933":{"u":2,"t":1662319016965,"m":"what's controversial about this","r":"1016064127497683035"},"1016064460428947542":{"u":2,"t":1662319044931,"m":"also unrelated but anybody know how many ports on a localhost"},"1016064769297494046":{"u":1,"t":1662319118571,"m":"it's not controversial just a discussion","te":1662319126209},"1016065060709351475":{"u":10,"t":1662319188049,"m":"^"},"1016065083262115900":{"u":10,"t":1662319193426,"m":"besides why does it matter lol"},"1016065093156479006":{"u":10,"t":1662319195785,"m":"like no offense"},"1016065179525591161":{"u":10,"t":1662319216377,"m":"no one talks about anime in the lhs anime club server"},"1016068255489736725":{"u":22,"t":1662319949744,"m":"guys no memes in general"},"1016070685728194621":{"u":4,"t":1662320529158,"m":"65536 irc","r":"1016064460428947542","re":[{"c":1,"n":"🔥"}]},"1016171482465980487":{"u":2,"t":1662344560973,"m":"have u ever tried spawning all ports","r":"1016070685728194621"},"1016171493920624720":{"u":2,"t":1662344563704,"m":"let's do that rn"},"1016173953804419112":{"u":2,"t":1662345150186,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1016173953594707968/Screen_Shot_2022-09-04_at_7.32.26_PM.png"}]},"1016173958699171900":{"u":2,"t":1662345151353,"m":"this spawns 100 ports"},"1016174301738709023":{"u":2,"t":1662345233140,"m":"ok looks like spawning 60000 ports slows down ur machine"},"1016177812266303619":{"u":5,"t":1662346070115,"m":"lmao"},"1016177819140763698":{"u":5,"t":1662346071754,"m":"is that vim"},"1016177927307673660":{"u":2,"t":1662346097543,"m":"yes"},"1016177941887062076":{"u":2,"t":1662346101019,"m":"vim for quick tingz"},"1016177966033678488":{"u":2,"t":1662346106776,"m":"ronak will approve"},"1016178744223858758":{"u":5,"t":1662346292311,"m":"fs","r":"1016177966033678488"},"1016215257238216714":{"u":4,"t":1662354997692,"m":"u need `ulimit -n 100000` before u do that","r":"1016171482465980487"},"1016215286728368168":{"u":4,"t":1662355004723,"m":"default ulimit isn't enough"},"1016215314977001533":{"u":4,"t":1662355011458,"m":"it won't work"},"1016215361143701514":{"u":4,"t":1662355022465,"m":"also no shit, u are spawning another process","r":"1016174301738709023"},"1016215385915265064":{"u":4,"t":1662355028371,"m":"i have used up all my ports before"},"1016215520506294312":{"u":4,"t":1662355060460,"m":"i was stress testing a pubsub server i made (using rust 🚀 )https://github.com/Pogify/actix-sse-pubsub","e":[{"url":"https://github.com/Pogify/actix-sse-pubsub","type":"article"}]},"1016215588252692480":{"u":4,"t":1662355076612,"m":"and opened as many connections as possible from one computer"},"1016215651393736804":{"u":4,"t":1662355091666,"m":"when u open up a connection, u use a unique port"},"1016215774744031252":{"u":4,"t":1662355121075,"m":"like all connections to a unique ip irc can use the full set of ports"},"1016215818465443931":{"u":4,"t":1662355131499,"m":"so i ended up using as many ports as possible"},"1016215877252825148":{"u":4,"t":1662355145515,"m":"i also spawned as many connections as possible from another computer while i was at it"},"1016216015832633365":{"u":4,"t":1662355178555,"m":"pubsub still was speedy so if anyone want a high throughput, high latency pubsub, u can use it"},"1016226181491740762":{"u":2,"t":1662357602237,"m":"i think i got all workin","r":"1016215257238216714"},"1015880547379191820":{"u":22,"t":1662275196643,"m":"lynbrook kids when it’s too late to change majors (they won’t get into a prestigious college)"},"1015881586157297724":{"u":10,"t":1662275444307,"m":"but that's literally facts though","r":"1015880547379191820"},"1015882751829880842":{"u":2,"t":1662275722225,"m":"<@911724374577520691> zuckerberg majored psych at harvard","te":1662275726119,"r":"1015880547379191820"},"1015882817755951104":{"u":2,"t":1662275737943,"m":"the bot with no personality studied psych"},"1015882834323443732":{"u":2,"t":1662275741893,"m":"still ended up equally bot mode"},"1015882836399620116":{"u":1,"t":1662275742388,"m":"wat"},"1015882857673142382":{"u":1,"t":1662275747460,"m":"he majored psych"},"1015882862601445407":{"u":2,"t":1662275748635,"m":"he majored psychology"},"1015882865394864208":{"u":2,"t":1662275749301,"m":"yes"},"1015882901692362813":{"u":22,"t":1662275757955,"m":"the point is you don’t need to go to a prestigious college"},"1015882924815552574":{"u":2,"t":1662275763468,"m":"he went to harvard"},"1015882946923733062":{"u":22,"t":1662275768739,"m":"and you don’t have to be doing cs for 16 years to be a cs major"},"1015884702013460531":{"u":0,"t":1662276187185,"m":"yeah lmao college doesn't rly matter in the end tbh","r":"1015882751829880842"},"1015884725186994266":{"u":0,"t":1662276192710,"m":"where's the dropout meme where u need it"},"1015885286628130816":{"u":22,"t":1662276326568,"m":"Lynbrook kids when they found out life is more than college prestige"},"1015889948311818291":{"u":10,"t":1662277438000,"m":"it matters a lot","r":"1015884702013460531"},"1015890009947131964":{"u":10,"t":1662277452695,"m":"1. you’ll be respected everywhere you go if you grad from an ivy"},"1015890223449780244":{"u":10,"t":1662277503598,"m":"2. you’re gonna meet ppl ranging from d1 athletes to future billionares"},"1015890332560404605":{"u":10,"t":1662277529612,"m":"my parents r literally friends with famous ppl cuz they came from peking university in china"},"1015890544834134147":{"u":0,"t":1662277580222,"m":"it in fact does not","r":"1015889948311818291","re":[{"c":1,"n":"👍"}]},"1015890692523962379":{"u":0,"t":1662277615434,"m":"the ppl that become ballers, billionaires and know all the relevant ppl are like that bcz of themselves, not bcz they went to a good college","te":1662277672286},"1015890842419994644":{"u":0,"t":1662277651172,"m":"like for example all of the following are dropouts\n>Bill Gates \n>Paul Allen \n>Steve Jobs \n>Elon Musk\n>Jack Dorsey"},"1015891200898777099":{"u":0,"t":1662277736640,"m":"real","r":"1015885286628130816"},"1015892380966207518":{"u":22,"t":1662278017990,"m":"bro lives his life for prestige","te":1662278022605},"1015892528828010507":{"u":22,"t":1662278053243,"m":"lynbrook showing it’s true colors"},"1016004566271152251":{"u":14,"t":1662304765051,"m":"*its","r":"1015892528828010507"},"1016004900037087243":{"u":14,"t":1662304844627,"m":":this:","r":"1015890544834134147"},"1016005092828258314":{"u":14,"t":1662304890592,"m":"\"prestige\" acts the same as other credentials"},"1016005251595251782":{"u":14,"t":1662304928445,"m":"it's totally replaceable with other achievements"},"1016012371363377232":{"u":10,"t":1662306625930,"m":"ok maybe college wont mean you become a billionare","r":"1015890842419994644"},"1016012435808866427":{"u":10,"t":1662306641295,"m":"but will it mean you have a much greater chance of being successful?"},"1016012466460835971":{"u":10,"t":1662306648603,"m":"not super successful"},"1016012504368955482":{"u":10,"t":1662306657641,"m":"but just successful"},"1016012752172617799":{"u":10,"t":1662306716722,"m":"college sets you up for success if it doesnt guarantee it"},"1016012880342171710":{"u":10,"t":1662306747280,"m":"the connections, the top tier education"},"1016012933978935489":{"u":10,"t":1662306760068,"m":"you are given a much larger head start over dropouts"},"1016017966044823582":{"u":5,"t":1662307959806,"m":"lmfao sat writing moment","r":"1016004566271152251"},"1016020648017022996":{"u":14,"t":1662308599238,"m":"dropouts only dropped out becuz their company boomed"},"1016027274153304134":{"u":2,"t":1662310179032,"m":"not tru lmao","r":"1016020648017022996"},"1016027380185309244":{"u":2,"t":1662310204312,"m":"steve jobs left because he felt he was wasting money, but literally convinced the dean to continue taking classes on stuff like caligraphy at reed"},"1016027459495403540":{"u":2,"t":1662310223221,"m":"bill gates didn't even want to drop out, it was paul allen who convinced him, but ofc bill gates now gets the credit"},"1016027713527631902":{"u":2,"t":1662310283787,"m":"if u set a low acceptance rate of 5%, ur bound to take in really qualified people, who then by luck + sampling will later become nobel prize winners, and do great things right? i cud be just talking complete nonsense tho"},"1016028495853400104":{"u":14,"t":1662310470308,"m":"ig i got the timeline wrong for this","r":"1016027459495403540"},"1016028525448400966":{"u":14,"t":1662310477364,"m":"i thought he left *after* microsoft"},"1016028544415051847":{"u":2,"t":1662310481886,"m":"yea both these information was from reading books lmao"},"1016028554493952010":{"u":2,"t":1662310484289,"m":"> the inventor"},"1016028557295751280":{"u":14,"t":1662310484957,"m":"ig that was zucc with facebook","re":[{"c":1,"n":"👍"}]},"1016028570918850622":{"u":2,"t":1662310488205,"m":"> steve jobs biography"},"1016028603378577438":{"u":2,"t":1662310495944,"m":"accidental billionaires lmao","r":"1016028557295751280"},"1016028620898185216":{"u":2,"t":1662310500121,"m":"they gud books"},"1015850047923036241":{"u":19,"t":1662267925006,"m":"when do ml club sign ups happen","te":1662267942511},"1015850088565842051":{"u":19,"t":1662267934696,"m":"i've never been an official member lmfao"},"1015857001005326437":{"u":2,"t":1662269582750,"m":"what does this mean","r":"1015845729018859610"},"1015857272674594899":{"u":2,"t":1662269647521,"m":"also <@456226577798135808> disagere with this statement"},"1015857315833974824":{"u":2,"t":1662269657811,"m":"for example in apcs i didnt like the lectures on for loops"},"1015860192258297959":{"u":19,"t":1662270343604,"m":"okay that doesn't count","r":"1015857315833974824"},"1015860493019271198":{"u":2,"t":1662270415311,"m":"yea but in general"},"1015860505891590144":{"u":2,"t":1662270418380,"m":"<@744266249684648116> said it best","te":1662270440388},"1015860521217572964":{"u":19,"t":1662270422034,"m":"The thing I'm trying to say is that if you're not willing to sit through a couple boring lectures for your major or something it's not truly your passion\n\nBy boring lecture I mean things like idk CPU design or smth if you're going to do something like web dev"},"1015860683147051028":{"u":2,"t":1662270460641,"m":"\"don't try to chase success. do what u love then sucess chase you. **pants down**\""},"1015860699198652506":{"u":2,"t":1662270464468,"m":"-- ronak"},"1015860722552557620":{"u":19,"t":1662270470036,"m":"ong","r":"1015860683147051028"},"1015860739761778708":{"u":19,"t":1662270474139,"m":"basically what he said"},"1015860772053721139":{"u":2,"t":1662270481838,"m":"no but this is like copied from 3 idiots"},"1015860777418244176":{"u":2,"t":1662270483117,"m":"movie"},"1015860809907318784":{"u":19,"t":1662270490863,"m":"oh bruh"},"1015860863606980638":{"u":19,"t":1662270503666,"m":"it really do be like that sometimes"},"1015860895391420467":{"u":2,"t":1662270511244,"m":"that was a joke lmao"},"1015860985392795860":{"u":19,"t":1662270532702,"m":"well"},"1015861002476212335":{"u":19,"t":1662270536775,"m":"it's true to an extent"},"1015861815202295911":{"u":4,"t":1662270730544,"m":"https://tenor.com/view/three-idiots-go-ahead-gif-11120925","e":[{"url":"https://tenor.com/view/three-idiots-go-ahead-gif-11120925","type":"gifv"}],"r":"1015860683147051028"},"1015861832143085578":{"u":4,"t":1662270734583,"m":"me when i speak spanish"},"1015864073008717874":{"u":0,"t":1662271268847,"m":"me when i speak spanish:","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1015864072723497020/unknown.png"}],"r":"1015861832143085578"},"1015865340414152825":{"u":10,"t":1662271571020,"m":"if giannis continues to improves his jump shot, do you think he will eventually be a kevin durant with the muscles of zion williamson?"},"1015866612928221265":{"u":2,"t":1662271874411,"m":"SILENCER","r":"1015861815202295911"},"1015866888531759165":{"u":2,"t":1662271940120,"m":"Ranchodas"},"1015866896689659904":{"u":2,"t":1662271942065,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1015866896492548166/unknown.png"}]},"1015866966248001536":{"u":2,"t":1662271958649,"m":"<@744266249684648116> this is the real kento nishi as he's a chad and a japanese researcher i think"},"1015868164137029693":{"u":4,"t":1662272244248,"m":"omg the japanese r after phunsuk wangdu","r":"1015866966248001536"},"1015868195585921034":{"u":4,"t":1662272251746,"m":"just like they after <@449366472704393216> for his cvpresearch"},"1015870163716931594":{"u":2,"t":1662272720985,"m":"kento literally did more than most ppl in their lifetimes","r":"1015868195585921034"},"1015870833475989515":{"u":0,"t":1662272880668,"m":"it's funny actually"},"1015870914312806440":{"u":0,"t":1662272899941,"m":"some researchers spend their whole lives trying to get themselves published"},"1015871003903131668":{"u":0,"t":1662272921301,"m":"and then Kento just waltzes in and gets his paper accepted into one of the biggest CV conferences like it's no biggie"},"1015871079450951710":{"u":0,"t":1662272939313,"m":"I came, I saw, I conquered moment"},"1015871211386982470":{"u":2,"t":1662272970769,"m":"yea lmao"},"1015871243527934002":{"u":2,"t":1662272978432,"m":"cvpr is the top conference in computer vision"},"1015871302378205195":{"u":2,"t":1662272992463,"m":"and this is on top of livetl and usaco gold"},"1015871307826593883":{"u":2,"t":1662272993762,"m":"damn"},"1015871364869132309":{"u":0,"t":1662273007362,"m":"no wonder he got into harvard"},"1015871452039368764":{"u":2,"t":1662273028145,"m":"official sponsor of Lynbrook ML Club"},"1015871502714949662":{"u":2,"t":1662273040227,"m":"he shud come back and give a presentation in ml and web dev club"},"1015871516589690880":{"u":2,"t":1662273043535,"m":"and cs club"},"1015871817921073212":{"u":10,"t":1662273115378,"m":"it's intriguing"},"1015871832408207390":{"u":10,"t":1662273118832,"m":"the people we meet here"},"1015871863869681766":{"u":10,"t":1662273126333,"m":"are probably going to change the world someday"},"1015871894815244288":{"u":10,"t":1662273133711,"m":"or at least be millionare"},"1015871898455920681":{"u":10,"t":1662273134579,"m":"s"},"1015871930101940264":{"u":10,"t":1662273142124,"m":"like <@911724374577520691> and <@712458988184404089>"},"1015872652990238740":{"u":1,"t":1662273314474,"m":"ayyy mr. wangdu","te":1662273322093,"r":"1015866896689659904","re":[{"c":1,"n":"😎"}]},"1015810651274354739":{"u":10,"t":1662258532113,"m":"that's it?","r":"1015806948748308491"},"1015810662980669471":{"u":10,"t":1662258534904,"m":"nothing CS based?"},"1015810765388795994":{"u":10,"t":1662258559320,"m":"and u do realize there are schools that aren't top 19 in california too"},"1015845729018859610":{"u":19,"t":1662266895299,"m":"i'm not anish but my take is just that if you're not willing to sit through a lecture on the subject you don't love it enough"},"1015845850058076221":{"u":19,"t":1662266924157,"m":"i tried to study business for a while and then found my ass falling asleep so here I am"},"1015847204797296661":{"u":10,"t":1662267247152,"m":"true","r":"1015845729018859610"},"1015847236405575771":{"u":10,"t":1662267254688,"m":"but i dont even know if it's because I'm lazy"},"1015847259524583454":{"u":10,"t":1662267260200,"m":"or because I'm not interested"},"1015847294232436886":{"u":10,"t":1662267268475,"m":"i really can't tell what my feelings are"},"1015847312423141399":{"u":19,"t":1662267272812,"m":"hm"},"1015847333897977858":{"u":19,"t":1662267277932,"m":"sounds like you have some meditation to do"},"1015847467121643570":{"u":10,"t":1662267309695,"m":"also i do acknowledge that to learn something you  want to, sometimes you have to go through certain paths you dont want to take","te":1662267313857},"1015847513472913420":{"u":19,"t":1662267320746,"m":"yeah that too","r":"1015847467121643570"},"1015847543491530842":{"u":10,"t":1662267327903,"m":"yeah"},"1015847581064122378":{"u":10,"t":1662267336861,"m":"for instance, berkeley requires engineering majors to take chemistry"},"1015847625691516968":{"u":19,"t":1662267347501,"m":"🤢"},"1015847650404339775":{"u":10,"t":1662267353393,"m":"no engineer wants to take chemistry"},"1015847677524721705":{"u":10,"t":1662267359859,"m":"yeah","r":"1015847333897977858"},"1015847724614164530":{"u":10,"t":1662267371086,"m":"sometimes i feel like committing to CS is because of my parents"},"1015847793950216213":{"u":19,"t":1662267387617,"m":"yeah i get that"},"1015847839030591519":{"u":19,"t":1662267398365,"m":"you're a junior right"},"1015848124608172032":{"u":10,"t":1662267466452,"m":"i am"},"1015848153104257034":{"u":10,"t":1662267473246,"m":"and it feels like time is running tf out"},"1015848199774273626":{"u":19,"t":1662267484373,"m":"well i'm a senior"},"1015848233387446272":{"u":19,"t":1662267492387,"m":"so as a senior I can say you have a lot of time"},"1015848235685904454":{"u":10,"t":1662267492935,"m":"it's too late to change majors if i want to get into a prestiguous college"},"1015848254111498290":{"u":10,"t":1662267497328,"m":"well","r":"1015848233387446272"},"1015848280887922778":{"u":10,"t":1662267503712,"m":"idk if you have enough time..."},"1015848308553564160":{"u":19,"t":1662267510308,"m":"like there'll always be stuff you still want to do"},"1015848310722015353":{"u":10,"t":1662267510825,"m":"college apps aren't keeping you busy?"},"1015848322319269940":{"u":10,"t":1662267513590,"m":"true"},"1015848330288451646":{"u":19,"t":1662267515490,"m":"but not enough time for"},"1015848350010060822":{"u":19,"t":1662267520192,"m":"no they are","r":"1015848310722015353"},"1015848393177845851":{"u":19,"t":1662267530484,"m":"but i try to make time for other things too"},"1015848933869768714":{"u":10,"t":1662267659395,"m":"i guess"},"1015849001884594208":{"u":10,"t":1662267675611,"m":"but good college apps are built through commitment"},"1015849041634017301":{"u":10,"t":1662267685088,"m":"anyway yeah im deviating from my main point"},"1015849175964995644":{"u":10,"t":1662267717115,"m":"tbh i dont want to go to college to prioritize education"},"1015849200539406418":{"u":10,"t":1662267722974,"m":"i wanna prioritize connections"},"1015849365098729503":{"u":10,"t":1662267762208,"m":"im kinda stuck between deciding my major and deciding how to build a good college app"},"1015849513832951858":{"u":19,"t":1662267797669,"m":"yeah that's your choice to make","r":"1015849365098729503"},"1015849618220785754":{"u":19,"t":1662267822557,"m":"though cliche, best thing i can say is follow what you think is right"},"1015849628949815297":{"u":19,"t":1662267825115,"m":"nothing else matters"},"1015849667042496532":{"u":19,"t":1662267834197,"m":"literally nothing"},"1015849698793357352":{"u":19,"t":1662267841767,"m":"unless it's illicit ofc"},"1015849734533034044":{"u":10,"t":1662267850288,"m":"ppl say \"dont do things only for college\" but at the end of the day, 90% of these \"non-profit organizations\" is to fill an extracurricular on the common app, not to help the homeless people"},"1015849757723340801":{"u":19,"t":1662267855817,"m":"LMFAO"},"1015849786634686495":{"u":10,"t":1662267862710,"m":"yeah i feel you","r":"1015849618220785754"},"1015849790451482645":{"u":19,"t":1662267863620,"m":"https://tenor.com/view/the-movie-room-hes-true-mouthfuls-mouthfuls69-youtooz-gif-19825918","e":[{"url":"https://tenor.com/view/the-movie-room-hes-true-mouthfuls-mouthfuls69-youtooz-gif-19825918","type":"gifv"}]},"1015849806368886844":{"u":10,"t":1662267867415,"m":"on god"},"1015786965360197692":{"u":2,"t":1662252884951,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1015786965163069460/Screen_Shot_2022-09-03_at_5.54.40_PM.png"}]},"1015786976806445199":{"u":2,"t":1662252887680,"m":"actually wait nvm was gonna say something like they cud just concatenate mu and sigma but then realized it's a VAE","te":1662252911320},"1015787084595871774":{"u":0,"t":1662252913379,"m":"VAE gang gang"},"1015787105542213712":{"u":2,"t":1662252918373,"m":"Ye"},"1015787119865774161":{"u":2,"t":1662252921788,"m":"VAE's hella based"},"1015787156544950394":{"u":0,"t":1662252930533,"m":"big agree"},"1015787175712915486":{"u":2,"t":1662252935103,"m":"GANs better tho"},"1015787187062714408":{"u":2,"t":1662252937809,"m":"but VAEs more math"},"1015787206767558726":{"u":0,"t":1662252942507,"m":"it's funny"},"1015787238027706420":{"u":0,"t":1662252949960,"m":"GANs beat up VAE in img generation"},"1015787258294579310":{"u":0,"t":1662252954792,"m":"but the VAE is more trippy"},"1015787318247960616":{"u":0,"t":1662252969086,"m":"cause they found a way to backprop thru a dist sampling 💀"},"1015787318705135737":{"u":2,"t":1662252969195,"m":"when ur dad gets an ML book and is like oi this is just math wtf"},"1015787388909404301":{"u":2,"t":1662252985933,"m":"wait wdym backprop thru a dist sampling"},"1015787406315769876":{"u":2,"t":1662252990083,"m":"ik the sample the latent space"},"1015787432752455810":{"u":2,"t":1662252996386,"m":"for generative not deterministic"},"1015787475203002449":{"u":2,"t":1662253006507,"m":"but like wont the backpropagation be standard autograd pytorch"},"1015787595130748938":{"u":10,"t":1662253035100,"m":"anish"},"1015787608065982564":{"u":10,"t":1662253038184,"m":"do u sometimes feel like"},"1015787616442007573":{"u":10,"t":1662253040181,"m":"CS is boring"},"1015787675497807943":{"u":10,"t":1662253054261,"m":"idk ive tbh been thinking abt it for some time now"},"1015787701900947476":{"u":10,"t":1662253060556,"m":"maybe i'll do business instead"},"1015787717239509042":{"u":10,"t":1662253064213,"m":"or both"},"1015787720909541448":{"u":10,"t":1662253065088,"m":"idk"},"1015788949735735306":{"u":4,"t":1662253358063,"m":"> cs is boring so i'll do business\nsaid no one ever","r":"1015787616442007573"},"1015789038503989338":{"u":4,"t":1662253379227,"m":"cs fun when u make it fun"},"1015789050445181018":{"u":4,"t":1662253382074,"m":"by doing stupid projects"},"1015789068392607886":{"u":4,"t":1662253386353,"m":"do stupid projects"},"1015790458556923925":{"u":10,"t":1662253717794,"m":"but i cant imagine myself sitting through a 2 hour lecture about","r":"1015789050445181018"},"1015790462658957403":{"u":10,"t":1662253718772,"m":"idk"},"1015790555453739109":{"u":10,"t":1662253740896,"m":"web scraping or smth"},"1015790591222743051":{"u":10,"t":1662253749424,"m":"small projects are a 10/10"},"1015790616753483786":{"u":10,"t":1662253755511,"m":"ofc"},"1015791555551973398":{"u":4,"t":1662253979338,"m":"cs lectur are ya ig boring","r":"1015790458556923925","re":[{"c":1,"n":"👍"}]},"1015791580071866368":{"u":4,"t":1662253985184,"m":"depending on teh topic"},"1015791618953052191":{"u":4,"t":1662253994454,"m":"but most subjects have boring lectures","te":1662254006181},"1015796383879544852":{"u":2,"t":1662255130501,"m":"no","r":"1015787616442007573"},"1015796429295468625":{"u":2,"t":1662255141329,"m":"yes this is fax","r":"1015789050445181018"},"1015796444386570372":{"u":2,"t":1662255144927,"m":"CS is fun when u work for urself"},"1015796461595799572":{"u":2,"t":1662255149030,"m":"also lmao ur in silicon valley where the world's best successes are lmao - doesnt make sense not to love CS given the opportunities here","te":1662255228852},"1015800928458260480":{"u":10,"t":1662256214013,"m":"i guess","r":"1015791618953052191"},"1015800965225533553":{"u":10,"t":1662256222779,"m":"actually it does","r":"1015796461595799572"},"1015800992123588699":{"u":10,"t":1662256229192,"m":"cuz everyone here wants to do CS"},"1015801190795182090":{"u":10,"t":1662256276559,"m":"there's more pay for other things too"},"1015801295476625430":{"u":10,"t":1662256301517,"m":"btw what resources do we even have"},"1015801340280189020":{"u":10,"t":1662256312199,"m":"besides the connections we can form lol"},"1015801374052716674":{"u":10,"t":1662256320251,"m":"or maybe the connections are the resources themselves"},"1015806948748308491":{"u":2,"t":1662257649362,"m":"privileged life style","r":"1015801295476625430"},"1015806980855705650":{"u":2,"t":1662257657017,"m":"you do realize lynbrook is a top 100 public school lmao"},"1015807053048053801":{"u":2,"t":1662257674229,"m":"wtv lmao gtg code cya"},"1015482804433326120":{"u":22,"t":1662180367335,"m":"wow so rude"},"1015482859584229466":{"u":22,"t":1662180380484,"m":"underclassmen"},"1015483035669516360":{"u":22,"t":1662180422466,"m":"your bot adds nothing new and to add it would be for the sake of adding it"},"1015485905861095444":{"u":2,"t":1662181106773,"m":"he’s a junior <@424761268419952641>"},"1015485925553340496":{"u":2,"t":1662181111468,"m":"He’s a g"},"1015487185731989546":{"u":22,"t":1662181411918,"m":"oh ok"},"1015487204363075614":{"u":22,"t":1662181416360,"m":"still smh dont be rude please"},"1015487224718032998":{"u":22,"t":1662181421213,"m":"uncalled for"},"1015489842542563390":{"u":10,"t":1662182045351,"m":"i mean","r":"1015481128829845616"},"1015489864147415121":{"u":10,"t":1662182050502,"m":"it can play rock paper scissors"},"1015489927955357696":{"u":10,"t":1662182065715,"m":"plus there's no reason why we cant just use this one too...?"},"1015489999929606185":{"u":10,"t":1662182082875,"m":"lol cmon"},"1015490021870014515":{"u":10,"t":1662182088106,"m":"it won't do any harm","te":1662182098354},"1015490397755162696":{"u":2,"t":1662182177724,"m":"ok yea just add it"},"1015490412372316190":{"u":2,"t":1662182181209,"m":"it better not do any sussy sht"},"1015490470257901589":{"u":10,"t":1662182195010,"m":"I PROMISE"},"1015490475966345246":{"u":10,"t":1662182196371,"m":"IT WONT"},"1015490484057157675":{"u":10,"t":1662182198300,"m":"LOL"},"1015490491212648468":{"u":2,"t":1662182200006,"m":"also <@693169435279622315> is the owner of this server who shud be making this decision"},"1015490497269215292":{"u":2,"t":1662182201450,"m":"not me"},"1015490561496584242":{"u":10,"t":1662182216763,"m":"I'll dm her"},"1015758657872461876":{"u":19,"t":1662246135920,"m":"Quick theory question"},"1015758793960865843":{"u":19,"t":1662246168366,"m":"What happens to the model if you choose to add/concatenate/hadamard multiply representations from two layers"},"1015758935145328680":{"u":19,"t":1662246202027,"m":"Which increases performance and what different information are you giving to your model each time?"},"1015759112816046180":{"u":19,"t":1662246244387,"m":"why not just give your model [L-1; L; L * L-1; L + L-1] where \";\" = contentation?"},"1015767801350324244":{"u":2,"t":1662248315895,"m":"this is a skip connection if u add","te":1662248356310,"r":"1015758793960865843"},"1015768022184624168":{"u":2,"t":1662248368546,"m":"ok so you can see that the end result in a skip connection is f(x) + x right","te":1662248615286},"1015768193589055498":{"u":2,"t":1662248409412,"m":"the point of this tho is that if the model learns that it actually doesn't need f(x)"},"1015768284693545021":{"u":2,"t":1662248431133,"m":"that f(x) is an unnescary layer in a resnet it can just set those weights to 0 and basically kill that layer by just having x"},"1015768542483849247":{"u":2,"t":1662248492595,"m":"known as the degradation problem, where more layers in a resnet make optimization actually harder","te":1662248621402},"1015768915424591982":{"u":2,"t":1662248581511,"m":"in this case, the model will learn F(x) to equal (actual output H) - x"},"1015768953156542494":{"u":2,"t":1662248590507,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1015768952951029850/Screen_Shot_2022-09-03_at_4.43.07_PM.png"}]},"1015769892894556211":{"u":2,"t":1662248814558,"m":"also like in U-net u may want to pass information between layers"},"1015769972380811315":{"u":2,"t":1662248833509,"m":"concat basically has the same ability as u can 0 out some of the neurons but not others but I guess it takes up more space","te":1662248837161},"1015770229500026920":{"u":2,"t":1662248894811,"m":"i have a feeling i cuda (get it?) answered ur question a little better lmao"},"1015771439544143932":{"u":2,"t":1662249183308,"m":"i think there's also a reasoning involving the gradient but im unsure"},"1015771680850837594":{"u":19,"t":1662249240840,"m":"my way of understanding it is by adding x you already give the layer a gradient to start with rather than having weights close to 0","te":1662249478586,"r":"1015771439544143932"},"1015771832508502046":{"u":19,"t":1662249276998,"m":"yeah i thought about this as well. the thing that bothers me is that if it does something similar to addition, why would you double your model parameters with concatenation????","te":1662249287298,"r":"1015769972380811315"},"1015772465835814942":{"u":19,"t":1662249427995,"m":"yeah but they use concatenation for some reason (doubling parameters of model), why not just add","te":1662249448387,"r":"1015769892894556211"},"1015776037457629295":{"u":2,"t":1662250279536,"m":"because sometimes the information is in totally different \"spaces\" is my guess","te":1662250319195,"r":"1015771832508502046"},"1015776098027589684":{"u":2,"t":1662250293977,"m":"adding makes sense as they are both from the same head"},"1015776175370551326":{"u":2,"t":1662250312417,"m":"if the information isn't related that much (e.g. one vec from one network and one vec from another) concat wud make more sense"},"1015781131448225802":{"u":0,"t":1662251494038,"m":"certainly this is true but a lot of it can honestly be attributed to the fact that ResNet was not published at the time lmao","r":"1015776037457629295"},"1015781243931066411":{"u":0,"t":1662251520856,"m":"in fact empirically addition has proven to be better than concat at allowing for deeper networks"},"1015781451662381086":{"u":0,"t":1662251570383,"m":"for example googlenet introduced concat in the imagenet challenge, used it extensively with the added bonus of random gradient injections nd could not get past 20-ish layers","te":1662251674702},"1015781558961061999":{"u":0,"t":1662251595965,"m":"whereas u have resnet which obviously was able to get 100+/1000+ layers"},"1015781780466434068":{"u":0,"t":1662251648776,"m":"but i guess u cud say that that's just bcz layer addition has gotten a lot more attention than concat thanks to resnet, tho im conjecturing a little"},"1015782595713306714":{"u":19,"t":1662251843146,"m":"mmm that could make sense thanks","r":"1015776037457629295"},"1015782667335258173":{"u":19,"t":1662251860222,"m":"interesting thanks for the insight","r":"1015781780466434068"},"1015786452686221322":{"u":2,"t":1662252762720,"m":"*empirically* makes sense, but like","r":"1015781243931066411"},"1015439656432697446":{"u":2,"t":1662170080050,"m":"yes"},"1015439670953394197":{"u":2,"t":1662170083512,"m":"its really good at investment"},"1015439964068122705":{"u":2,"t":1662170153396,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1015439963669676042/Screen_Shot_2022-09-02_at_6.55.46_PM.png"}]},"1015440334047690872":{"u":5,"t":1662170241606,"m":"lmao","r":"1015432855393939476"},"1015442554638041109":{"u":10,"t":1662170771036,"m":"u went to a business school","r":"1015436235680002148"},"1015442772293070878":{"u":14,"t":1662170822929,"m":"??????","r":"1015442554638041109"},"1015442824763822222":{"u":14,"t":1662170835439,"m":"dafaq harvard business school isnt even ranked 1st"},"1015442851380858992":{"u":14,"t":1662170841785,"m":"upenn's wharton is"},"1015442915226558506":{"u":14,"t":1662170857007,"m":"also stanford is the business school lmfao"},"1015442958822162442":{"u":10,"t":1662170867401,"m":"lol i was joking man"},"1015442969035296898":{"u":10,"t":1662170869836,"m":"dont take it literally"},"1015442983891517460":{"u":10,"t":1662170873378,"m":"what??","r":"1015442915226558506"},"1015443017424961617":{"u":10,"t":1662170881373,"m":"stanford is the med school"},"1015443093950046248":{"u":14,"t":1662170899618,"m":"bro what the fck u high on lmaooooo"},"1015443176523300905":{"u":14,"t":1662170919305,"m":"stanford is the tech-startup-geared school lmfao"},"1015443358371557406":{"u":14,"t":1662170962661,"m":"only significant med sht stanford has done is theranos ☠️"},"1015443490966085793":{"u":10,"t":1662170994274,"m":"huh"},"1015443508489895957":{"u":10,"t":1662170998452,"m":"so harvard is the med school?"},"1015443650316079114":{"u":14,"t":1662171032266,"m":"well no but it aint stanford either"},"1015443906877468722":{"u":4,"t":1662171093435,"m":"<@449366472704393216> harvard is a bru moment uni, ucla masterrace"},"1015444040898060289":{"u":10,"t":1662171125388,"m":"fax"},"1015444053871038534":{"u":10,"t":1662171128481,"m":"penniless individual"},"1015444099752546335":{"u":10,"t":1662171139420,"m":"UCs and their tuition are where it's at"},"1015447975926976592":{"u":10,"t":1662172063572,"m":"<@712458988184404089>"},"1015447984168767509":{"u":10,"t":1662172065537,"m":"please"},"1015448002015539240":{"u":10,"t":1662172069792,"m":"can I invite my discord bot"},"1015448012056707255":{"u":10,"t":1662172072186,"m":"to this server"},"1015448037595828295":{"u":10,"t":1662172078275,"m":"it can ban"},"1015448045418197034":{"u":10,"t":1662172080140,"m":"it can kick"},"1015448057569091685":{"u":10,"t":1662172083037,"m":"and it can purge messages"},"1015449077233750056":{"u":2,"t":1662172326144,"m":"what it for","r":"1015447975926976592"},"1015449358839324674":{"u":2,"t":1662172393284,"m":"HBS does really good case studies","r":"1015442824763822222","re":[{"c":1,"n":"👍"}]},"1015452739830038549":{"u":10,"t":1662173199375,"m":"moderation bot","r":"1015449077233750056"},"1015452795475857519":{"u":10,"t":1662173212642,"m":"i mean it literally can't hurt to lol"},"1015453578300751982":{"u":10,"t":1662173399282,"m":"so"},"1015453584957128835":{"u":10,"t":1662173400869,"m":"pleeeeease"},"1015453632956747856":{"u":10,"t":1662173412313,"m":"i'll graudally add more features"},"1015466932029358161":{"u":2,"t":1662176583059,"m":"no like moderate what tho","r":"1015452739830038549"},"1015466963662815313":{"u":2,"t":1662176590601,"m":"Like fosho just give more detail"},"1015467010932604948":{"u":2,"t":1662176601871,"m":"First give more detail"},"1015467124686344242":{"u":22,"t":1662176628992,"m":"man is begging for a bot to be added","re":[{"c":1,"n":"🔥"}]},"1015478965755977809":{"u":10,"t":1662179452123,"m":"can u stfu plee","r":"1015467124686344242"},"1015478971799982080":{"u":10,"t":1662179453564,"m":"z"},"1015479072672972860":{"u":10,"t":1662179477614,"m":"well a moderation bot just bans ppl","r":"1015466932029358161"},"1015479086237368410":{"u":10,"t":1662179480848,"m":"or kicks"},"1015479101554966538":{"u":10,"t":1662179484500,"m":"just using commands"},"1015479160786911312":{"u":10,"t":1662179498622,"m":"cuz no one likes to click 5 times just to do those things"},"1015479340030500894":{"u":10,"t":1662179541357,"m":"btw i can dunk on a 7ft rim now anish"},"1015479355348099072":{"u":10,"t":1662179545009,"m":"r u proud of me"},"1015481128829845616":{"u":2,"t":1662179967840,"m":"there are already mod bots for that"},"1015414623391973387":{"u":2,"t":1662164111708,"m":"to start building facebook"},"1015414692556054608":{"u":2,"t":1662164128198,"m":"i think he also called the sysadmin at the uni incompetent"},"1015414746339606568":{"u":0,"t":1662164141021,"m":"lmaoo yeah i heard"},"1015414775032840292":{"u":0,"t":1662164147862,"m":"key logging is actually kinda free"},"1015414904095772793":{"u":0,"t":1662164178633,"m":"the only thing is u have to make it a daemon or conceal it if u wanna do that sussyness"},"1015427969629552710":{"u":2,"t":1662167293699,"m":"Ye","r":"1015414904095772793"},"1015430199107649536":{"u":10,"t":1662167825248,"m":"he called the technology of harvard","r":"1015414692556054608"},"1015430210579091466":{"u":10,"t":1662167827983,"m":"incompetent"},"1015430221551390750":{"u":10,"t":1662167830599,"m":"."},"1015430241491103754":{"u":2,"t":1662167835353,"m":"no the admins?"},"1015431094201487360":{"u":4,"t":1662168038655,"m":"<@911724374577520691> zuccerburg callin <@449366472704393216> tech incompetent","r":"1015430199107649536"},"1015431242960863283":{"u":4,"t":1662168074122,"m":"wait how'd they let a keylogger in there"},"1015431323382452335":{"u":4,"t":1662168093296,"m":"they rlly just let him deploy a daemon to all users"},"1015431575162327060":{"u":2,"t":1662168153325,"m":"it was on somebody else's computer"},"1015431603146719283":{"u":2,"t":1662168159997,"m":"noo bruh","r":"1015431094201487360"},"1015431640924827709":{"u":2,"t":1662168169004,"m":"callin the sysadmin of harvard incomp"},"1015431735133081660":{"u":2,"t":1662168191465,"m":"lynbrook has like plenty of good cs ppl, but that doesnt mean its sysadmin will be good"},"1015431803827404970":{"u":4,"t":1662168207843,"m":"i just wanted to do the pings","r":"1015431603146719283"},"1015431822919872552":{"u":4,"t":1662168212395,"m":"lmao"},"1015431850644226158":{"u":2,"t":1662168219005,"m":"yea lmao"},"1015431864204394581":{"u":2,"t":1662168222238,"m":"the pings hellla funni"},"1015431869682176071":{"u":2,"t":1662168223544,"m":"oh wait"},"1015431874128134155":{"u":2,"t":1662168224604,"m":"<@911724374577520691>"},"1015431892608221194":{"u":2,"t":1662168229010,"m":"ur <@911724374577520691> Zuckerberg now"},"1015431987646959709":{"u":2,"t":1662168251669,"m":"rip he shud get a role for being marc zuckerberg"},"1015432008752701460":{"u":4,"t":1662168256701,"m":"<@911724374577520691> Zuccerberg sniffing <@911724374577520691> ers"},"1015432061806461099":{"u":2,"t":1662168269350,"m":"i think mans is driving to pasadena rn"},"1015432090407424080":{"u":2,"t":1662168276169,"m":"and on the way working on the elixir ml lib"},"1015432158531293214":{"u":2,"t":1662168292411,"m":"6hr drive to go to ucsd vicinity"},"1015432547917901945":{"u":4,"t":1662168385248,"m":"6 hr is to la"},"1015432574996332584":{"u":4,"t":1662168391704,"m":"i think its 9 to ucsd"},"1015432855393939476":{"u":0,"t":1662168458556,"m":"it tru too coz ima take over facebook sooner or later","r":"1015431892608221194"},"1015432931268898887":{"u":2,"t":1662168476646,"m":"nooooooiiceee"},"1015432958900973718":{"u":0,"t":1662168483234,"m":"yep"},"1015432983420878880":{"u":2,"t":1662168489080,"m":"im like so addicted to facebook"},"1015432987120246854":{"u":2,"t":1662168489962,"m":"or meta"},"1015433010138587226":{"u":2,"t":1662168495450,"m":"dude everyday man"},"1015433032699752508":{"u":10,"t":1662168500829,"m":"mb LOL i thought sysadmins was just a fancy computer term","r":"1015430241491103754"},"1015433071622901820":{"u":10,"t":1662168510109,"m":"me personally","r":"1015431094201487360"},"1015433080221220967":{"u":10,"t":1662168512159,"m":"..."},"1015433100798476300":{"u":2,"t":1662168517065,"m":"```html\n<meta> Im addicted to meta </meta> \n```"},"1015433107186401351":{"u":10,"t":1662168518588,"m":"i woudln't take that"},"1015433116455805009":{"u":2,"t":1662168520798,"m":"im just addicted to facebook"},"1015436235680002148":{"u":14,"t":1662169264479,"m":"did someone talk sht about mah school or what"},"1015438800870195240":{"u":0,"t":1662169876068,"m":"bruh this is unambiguous harvard is trash at everything except education","r":"1015436235680002148"},"1015438821300650065":{"u":0,"t":1662169880939,"m":"make it based tho"},"1015439044387274752":{"u":2,"t":1662169934127,"m":"love how <@911724374577520691> casually calls out a top-3 school as trash in the general server of a 40+ server lmao","r":"1015438800870195240"},"1015439238965231646":{"u":0,"t":1662169980518,"m":"wait wuh i thot this was uncontroversial lmao","r":"1015439044387274752"},"1015439299673608294":{"u":2,"t":1662169994992,"m":"oh lmao idt harvard is trash at !education"},"1015439611738202212":{"u":14,"t":1662170069394,"m":"u know harvard makes cash for funding education thru its investment and real estate divisions right","te":1662170074251},"1015410721980436581":{"u":2,"t":1662163181539,"m":"<@744266249684648116> its literally just this to change IP adress"},"1015410889677086791":{"u":4,"t":1662163221521,"m":"lmaooooooooooooooo"},"1015410917158170756":{"u":4,"t":1662163228073,"m":"this is so stupid"},"1015410918450016359":{"u":2,"t":1662163228381,"m":"mr. marquez once pulled me into his office"},"1015410926045888562":{"u":2,"t":1662163230192,"m":"he was like"},"1015410932819689543":{"u":4,"t":1662163231807,"m":"wait"},"1015410943053811772":{"u":4,"t":1662163234247,"m":"the principal"},"1015410955217285272":{"u":4,"t":1662163237147,"m":"called u in","re":[{"c":1,"n":"👍"}]},"1015410963450699806":{"u":4,"t":1662163239110,"m":"cause u changed ip"},"1015410990466224289":{"u":4,"t":1662163245551,"m":"pls tell me ur parents roasted tf outta him"},"1015410995969146881":{"u":2,"t":1662163246863,"m":"this is for suspicion that i stole a computer"},"1015411038256123954":{"u":2,"t":1662163256945,"m":"i told the sysadmin in 8th grade that throughout 7th grade 2nd sem i was changing ip adress"},"1015411078290747464":{"u":2,"t":1662163266490,"m":"eventually they undid the ban"},"1015411141196910686":{"u":2,"t":1662163281488,"m":"bc i was too good"},"1015411370675675196":{"u":2,"t":1662163336200,"m":"lmao my parents are the ones who told me how to change ip adress, they even told me i shud make a cronjob for it","r":"1015410990466224289"},"1015412033325371484":{"u":5,"t":1662163494188,"m":"lmfao","r":"1015410183788310569"},"1015412099750572103":{"u":2,"t":1662163510025,"m":"`sudo ifconfig en0 ____` is OP"},"1015412128716435559":{"u":2,"t":1662163516931,"m":"nah fr tho","r":"1015412033325371484"},"1015412161390067782":{"u":2,"t":1662163524721,"m":"its becuz the other anish in my grade"},"1015412181795352576":{"u":2,"t":1662163529586,"m":"he was the one who stole the computer"},"1015412204398460929":{"u":5,"t":1662163534975,"m":"who"},"1015412215588851843":{"u":5,"t":1662163537643,"m":"srivastava"},"1015412217572753462":{"u":5,"t":1662163538116,"m":"?"},"1015412222371057777":{"u":2,"t":1662163539260,"m":"Ye"},"1015412225499988130":{"u":2,"t":1662163540006,"m":"i think"},"1015412242444976158":{"u":5,"t":1662163544046,"m":"lmao"},"1015412272769806416":{"u":2,"t":1662163551276,"m":"i think that same year somebody tried to hack into parentvue"},"1015412294890553394":{"u":2,"t":1662163556550,"m":"change their grades"},"1015412301353984000":{"u":2,"t":1662163558091,"m":"from teacher"},"1015412334258303077":{"u":2,"t":1662163565936,"m":"we gave the sysadmin hell"},"1015412355330490498":{"u":10,"t":1662163570960,"m":"anish can u teach me how to hack"},"1015412387484029019":{"u":2,"t":1662163578626,"m":"i dont know how to"},"1015412399588782100":{"u":2,"t":1662163581512,"m":"all ik is how to change ip adress"},"1015412403917312022":{"u":10,"t":1662163582544,"m":"oh ok"},"1015412433722023936":{"u":10,"t":1662163589650,"m":"i’ll just take a college course for cybersecurity then","te":1662163596702},"1015412435269730324":{"u":2,"t":1662163590019,"m":"and use a VPN at school so u dont need to use securly"},"1015412486637355098":{"u":2,"t":1662163602266,"m":"securly is sus bro"},"1015412590685466694":{"u":2,"t":1662163627073,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1015412590463172758/Screen_Shot_2022-09-02_at_5.07.03_PM.png"}]},"1015412612709761156":{"u":2,"t":1662163632324,"m":"this restricts discord / reddit"},"1015412645945413714":{"u":2,"t":1662163640248,"m":"some ppl told me that"},"1015414340330983495":{"u":0,"t":1662164044221,"m":"lmao","r":"1015412222371057777"},"1015414366713155644":{"u":0,"t":1662164050511,"m":"he and some other characters"},"1015414414943453276":{"u":0,"t":1662164062010,"m":"put keyloggers on mr walters' computers in 7th grade i 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<@911724374577520691>"},"1011007783862292602":{"u":4,"t":1661113439289,"m":"lmao"},"1011007810944913500":{"u":2,"t":1661113445746,"m":"bruh"},"1011007824031121448":{"u":0,"t":1661113448866,"m":"hmmm","r":"1011007780200661132"},"1011007831383744552":{"u":2,"t":1661113450619,"m":"wait no seriosuly tell us"},"1011007843547238533":{"u":4,"t":1661113453519,"m":"not from anish"},"1011007853198323744":{"u":2,"t":1661113455820,"m":"or else this is bad code of conduct"},"1011007864837521538":{"u":2,"t":1661113458595,"m":"Marc bru"},"1011007865240174693":{"u":4,"t":1661113458691,"m":"the mainframe is too powerful"},"1011007868419457044":{"u":4,"t":1661113459449,"m":"ok"},"1011007877785329674":{"u":4,"t":1661113461682,"m":"so <@911724374577520691>"},"1011007952058064996":{"u":4,"t":1661113479390,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1011007951764459528/unknown.png"}]},"1011007952586539168":{"u":0,"t":1661113479516,"m":"prove it 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work?"},"1011003289892036608":{"u":0,"t":1661112367843,"m":"because that applies it onto the entire matrix"},"1011003304488218769":{"u":4,"t":1661112371323,"m":"ahh"},"1011003395290693723":{"u":4,"t":1661112392972,"m":"so maybe you could like map softmax to the matrix's rows?"},"1011003441822310431":{"u":4,"t":1661112404066,"m":"i'm sure there is some .rows() or something that gives u an iterator of rows"},"1011003556066754590":{"u":0,"t":1661112431304,"m":"bruh we tried all of that.. there isn't an easy way to do it outside of double recursion"},"1011003693073711214":{"u":4,"t":1661112463969,"m":"so there's no map function for tensors?"},"1011003705308495953":{"u":4,"t":1661112466886,"m":"rlly??"},"1011003800091369492":{"u":4,"t":1661112489484,"m":"ik that numpy has a ufunc thing where it converts a function to be mapped to a np array to a vectorized function"},"1011003846706856026":{"u":4,"t":1661112500598,"m":"does nx have that?"},"1011004223783194675":{"u":4,"t":1661112590500,"m":"also torchx provides libtorch bindings right?"},"1011004247577460858":{"u":4,"t":1661112596173,"m":"so u could built off torch tensors?"},"1011004253575323850":{"u":4,"t":1661112597603,"m":"maybe"},"1011004402309537802":{"u":4,"t":1661112633064,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1011004401999171684/unknown.png"}]},"1011004428851085453":{"u":4,"t":1661112639392,"m":"maybe there's something in nx.linalg"},"1011004474321543309":{"u":4,"t":1661112650233,"m":"it says it takes inspiration from numpy so u should be able to sum across a dimension"},"1011004619217977414":{"u":0,"t":1661112684779,"m":"the problem is i don't think there exists a mapping","r":"1011003693073711214"},"1011004635064041503":{"u":0,"t":1661112688557,"m":"wherein like"},"1011004658967380090":{"u":0,"t":1661112694256,"m":"u can use each row as an iterate","te":1661112699542},"1011004731105234995":{"u":0,"t":1661112711455,"m":"like iterate row by row"},"1011004801477255220":{"u":4,"t":1661112728233,"m":"noo shot"},"1011004818313191506":{"u":4,"t":1661112732247,"m":"where are nx docs"},"1011004858045825107":{"u":0,"t":1661112741720,"m":"have fun 💀"},"1011004860302377041":{"u":0,"t":1661112742258,"m":"https://hexdocs.pm/nx/Nx.html#map/3"},"1011005190712852490":{"u":0,"t":1661112821034,"m":"to add insult to injury in order to make it work we had to make it so that each function would deal with each vector in the matrix one at a time","te":1661112861039},"1011005277677555842":{"u":0,"t":1661112841768,"m":"using a tensor lib and that implementation didn't even work"},"1011005861587583026":{"u":2,"t":1661112980983,"m":"Yea lmao this was so scuffed"},"1011006001308242010":{"u":0,"t":1661113014295,"m":"pushed btw <@712458988184404089>"},"1011006081545273445":{"u":0,"t":1661113033425,"m":"have fun w this func bro apush summer hw is unironically more fun than this","te":1661113035681},"1011006722015510661":{"u":4,"t":1661113186125,"m":"maybe u could do exp(matrix) / sum(matrix, :axis=[x])"},"1011006737932877834":{"u":4,"t":1661113189920,"m":"there was a axis-wise sum"},"1011006762503127131":{"u":2,"t":1661113195778,"m":"bruh ur doing it the last day","r":"1011006081545273445"},"1011006793331245208":{"u":4,"t":1661113203128,"m":"imagine doing summer hw"},"1011006813363253319":{"u":4,"t":1661113207904,"m":"imagine having school start rn"},"1011006824222294098":{"u":4,"t":1661113210493,"m":"neet gang"},"1011006865053855754":{"u":2,"t":1661113220228,"m":"imagine going to college"},"1011006931105751171":{"u":2,"t":1661113235976,"m":"oh wait i want to do that"},"1011007049099915385":{"u":4,"t":1661113264108,"m":"<@911724374577520691> that's some nice apush hw u got there","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1011007048785338408/unknown.png"}]},"1011007095841231038":{"u":0,"t":1661113275252,"m":"uhhm uh"},"1011007097728663632":{"u":4,"t":1661113275702,"m":"https://github.com/XL-ML/XL-ML"},"1011007105668497408":{"u":2,"t":1661113277595,"m":"elixir keeps on saying to stay hydrated"},"1011007107757244476":{"u":2,"t":1661113278093,"m":"Ye"},"1011007152690839674":{"u":4,"t":1661113288806,"m":"lmao"},"1011007200631726100":{"u":0,"t":1661113300236,"m":"waiit","r":"1011007097728663632"},"1011007204758925414":{"u":0,"t":1661113301220,"m":"how did u"},"1011007223251615856":{"u":0,"t":1661113305629,"m":"that's a private repo"},"1011007249948364810":{"u":2,"t":1661113311994,"m":"wait wtf"},"1011007296798732359":{"u":0,"t":1661113323164,"m":"<@712458988184404089> did u tell him?"},"1011007310992248923":{"u":2,"t":1661113326548,"m":"i dont remember adding u","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1011007310702854284/Screen_Shot_2022-08-21_at_1.21.57_PM.png"}]},"1011001464358973591":{"u":2,"t":1661111932602,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1011001464157655112/Screen_Shot_2022-08-21_at_12.58.49_PM.png"}]},"1011001497372344380":{"u":4,"t":1661111940473,"m":"bru i think oliver left this server"},"1011001509057663077":{"u":2,"t":1661111943259,"m":"we shud have used defn in the function to be able to do `/`"},"1011001525742616648":{"u":2,"t":1661111947237,"m":"yea i think he left because of us"},"1011001577928142878":{"u":2,"t":1661111959679,"m":"he's just not used to such stupidity"},"1011001586874597460":{"u":2,"t":1661111961812,"m":"and skill issues"},"1011001715539066961":{"u":4,"t":1661111992488,"m":"ye wtf r yall doing"},"1011001737613688832":{"u":2,"t":1661111997751,"m":"elixir ml lib"},"1011001769897230366":{"u":4,"t":1661112005448,"m":"like why was ur first thought"},"1011001786703814728":{"u":4,"t":1661112009455,"m":"we are using a tensor library"},"1011001789090369548":{"u":2,"t":1661112010024,"m":"like i saw elixir"},"1011001799207047361":{"u":4,"t":1661112012436,"m":"let's iteratively do this"},"1011001832287506572":{"u":0,"t":1661112020323,"m":"that;s what i said","r":"1011001786703814728"},"1011001838105018438":{"u":2,"t":1661112021710,"m":"and i was like yo elixir looks cool on the github"},"1011001856987762739":{"u":2,"t":1661112026212,"m":"its purple bro"},"1011001877493715105":{"u":0,"t":1661112031101,"m":"but this language is aids"},"1011001909903106129":{"u":2,"t":1661112038828,"m":"i was also considering rust cuz its orange on github"},"1011001957772689408":{"u":2,"t":1661112050241,"m":"but it doesn't have Nx which is not *that* bad"},"1011002029516271689":{"u":4,"t":1661112067346,"m":"bru ur just bad at it, u have tensor primitives y r yall trying to iterative everything","r":"1011001877493715105"},"1011002041767829526":{"u":2,"t":1661112070267,"m":"dude my parents were just leaving the house yesterday so i was like time to do some sht"},"1011002061250371694":{"u":2,"t":1661112074912,"m":"u need to","r":"1011002029516271689"},"1011002104309096560":{"u":2,"t":1661112085178,"m":"softmax function is applied row by row"},"1011002124483702805":{"u":2,"t":1661112089988,"m":"not to the entire tensor"},"1011002157098602620":{"u":0,"t":1661112097764,"m":"because the lib dosent provide a way to apply functions on a particular dimension","r":"1011002029516271689"},"1011002196206289037":{"u":2,"t":1661112107088,"m":"so if u have a tensor size (N_batch, k), u need to map each vector of length *k*"},"1011002228485660773":{"u":2,"t":1661112114784,"m":"the .map() function in Nx goes element wise"},"1011002263696851036":{"u":2,"t":1661112123179,"m":"we need to do row-wise lmao for softmax"},"1011002266259558421":{"u":4,"t":1661112123790,"m":"can't u transpose it and then do it then transpose it"},"1011002308898852955":{"u":2,"t":1661112133956,"m":"no it needs to be applied row by row"},"1011002315735564409":{"u":0,"t":1661112135586,"m":"no bcz then ud just be applying it onto the whole t matrix"},"1011002325831270510":{"u":2,"t":1661112137993,"m":"not to the ENTIRE matrix"},"1011002342709145651":{"u":4,"t":1661112142017,"m":"ah"},"1011002351911452672":{"u":2,"t":1661112144211,"m":"each row must sum up to 1"},"1011002367656861840":{"u":4,"t":1661112147965,"m":"well just do it better lmao"},"1011002385084186726":{"u":2,"t":1661112152120,"m":"not the entire matrix"},"1011002421054558318":{"u":0,"t":1661112160696,"m":"we;d rly like to hear a better way lmao","r":"1011002367656861840"},"1011002432865706024":{"u":0,"t":1661112163512,"m":"if u have anything"},"1011002559609180192":{"u":4,"t":1661112193730,"m":"i still don't quite understand what u mean row-by-row and why transpose doesn't work"},"1011002585043456101":{"u":4,"t":1661112199794,"m":"like can u give me example tensor input"},"1011002589799796737":{"u":4,"t":1661112200928,"m":"and output"},"1011002596955263036":{"u":0,"t":1661112202634,"m":"bruh ok so like","r":"1011002559609180192"},"1011002656602468432":{"u":0,"t":1661112216855,"m":"let's say matrix is A = [[1,2,3], [4,5,6], [7,8,9]]"},"1011002682162561095":{"u":4,"t":1661112222949,"m":"ohhh wait i think i see, so u need to take a row-wise sum"},"1011002700458119168":{"u":4,"t":1661112227311,"m":"as part of it?"},"1011002730585800765":{"u":0,"t":1661112234494,"m":"row-wise application of softmax"},"1011002764614193222":{"u":0,"t":1661112242607,"m":"each row needs to have its own softmax applied onto it"},"1011003026443600025":{"u":4,"t":1661112305032,"m":"and formula for softmax is e^x / sum(e^x) like for [1, 2, 3], it'd be [e^1/(e^1 + e^2 + e^3), ...]?"},"1011003087273594951":{"u":0,"t":1661112319535,"m":"yeah for all of the 1,2,3"},"1011003138607681617":{"u":0,"t":1661112331774,"m":"so bscly softmax([1,2,3]) = [0.5, 0.25 ,0.25] let's say"},"1011003214381981717":{"u":0,"t":1661112349840,"m":"0.5 = pr of 1, 0.25 = pr of 2, 0.25 = pr of 3"},"1010795849619615765":{"u":4,"t":1661062910228,"m":"_that_ project, however, is nsfw"},"1010795912542568489":{"u":4,"t":1661062925230,"m":"i'll let <@398686833153933313> 's imagination run wild"},"1010795931068805220":{"u":31,"t":1661062929647,"m":"uh oh"},"1010795975188697148":{"u":2,"t":1661062940166,"m":"ill tell u in dms lmao if u want"},"1010796311387324489":{"u":31,"t":1661063020322,"m":"i'm good"},"1010796875705749545":{"u":4,"t":1661063154866,"m":"<@398686833153933313> the non-nsfw project is i'm trying to make wii sports swordplay using phone as a controller"},"1010796894420734003":{"u":4,"t":1661063159328,"m":"tape phone to hand"},"1010796934434390086":{"u":4,"t":1661063168868,"m":"use accelerometer/orientometer to doit"},"1010808626660769872":{"u":0,"t":1661065956512,"m":"wtf"},"1010808642888552468":{"u":0,"t":1661065960381,"m":"this doesnt have operating overloading"},"1010808645509980201":{"u":0,"t":1661065961006,"m":"ok"},"1010810377786904627":{"u":2,"t":1661066374013,"m":"bruh Nx shud have like division operators with tensors"},"1010810415132983357":{"u":2,"t":1661066382917,"m":"imagine if u had to do `np.add(x, y)` or everytime"},"1010871026407723099":{"u":2,"t":1661080833771,"m":"4:20 grindin","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010871025904390204/3D3C0A3E-7EBD-4BB1-B5A4-A33B970B098B.jpg"}]},"1010871241600675882":{"u":0,"t":1661080885077,"m":"4:20 grinding indeed"},"1010978519322460281":{"u":4,"t":1661106462079,"m":"U CODE WITH CHEETOS????","r":"1010871026407723099"},"1010978536233914550":{"u":4,"t":1661106466111,"m":"ewwwwwwww"},"1010978563794665512":{"u":4,"t":1661106472682,"m":"they'd like get ur keyboard 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work"},"1010985360496529408":{"u":0,"t":1661108093142,"m":"yeah we finished some regression submodules but"},"1010985401453920316":{"u":0,"t":1661108102907,"m":"one thing we realized is that this lang is aids"},"1010985612221882499":{"u":0,"t":1661108153158,"m":"operators not overloaded,  variable scope gets btfod in loops, and all of the functional programming quirks make it impossible to implement algs normally","te":1661108633150},"1010985688700825661":{"u":1,"t":1661108171392,"m":"yall went hackathon mode"},"1010986506250375220":{"u":0,"t":1661108366311,"m":"indeed"},"1010987726335656051":{"u":4,"t":1661108657202,"m":"wait wuuut","r":"1010985401453920316"},"1010987861115408544":{"u":4,"t":1661108689336,"m":"operator not overload isn't that bad, like, irc elixir has pipes which can help u organize ur programs better","r":"1010985612221882499"},"1010988124417052713":{"u":4,"t":1661108752112,"m":"also functional programming is diff than procedural programming, u gotta think in a different mindset, one in which u intentionally think about state instead of sloppily mutating it everywhere"},"1010988206201770046":{"u":4,"t":1661108771611,"m":"altho for ml, mutating state everywhere is not too bad"},"1010988235629011004":{"u":4,"t":1661108778627,"m":"like ml experimentation"},"1010992264329306192":{"u":0,"t":1661109739144,"m":"yeah lmao it just makes it kind of annoying when 90% of the time is spent on adapting the algorithm to the particulars of functional programming","r":"1010988206201770046"},"1010992334785216522":{"u":0,"t":1661109755942,"m":"like we spent like 60% of our time implementing one softmax function it didn't even work"},"1010992403794104521":{"u":0,"t":1661109772395,"m":"oh ok i see","r":"1010987861115408544"},"1010992546001993768":{"u":0,"t":1661109806300,"m":"yeah the Nx lib for elixir didn't automatically overload operators for us even tho like numpy and torch do which was like bruh"},"1010999367815143495":{"u":2,"t":1661111432747,"m":"dude i used chopsticks","r":"1010978519322460281"},"1010999369648050187":{"u":2,"t":1661111433184,"m":"bro"},"1010999378829385919":{"u":2,"t":1661111435373,"m":"wtf"},"1010999494827061320":{"u":2,"t":1661111463029,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010999494298570832/53127C3D-CD28-4BAC-BA68-94052D6FCF7A.jpg"}]},"1010999852336947270":{"u":2,"t":1661111548266,"m":"dood we literally were stuck on how to implement softmax in Nx row by row for an hour so we just decided to do a recursion for each epoch, and then inside that recursive function call a recursion function to do softmax for each row in the training data","te":1661111554937,"r":"1010978800055623720"},"1010999930858508398":{"u":2,"t":1661111566987,"m":"NESTED recursion yea"},"1011001351590916147":{"u":4,"t":1661111905716,"m":"lmao"},"1011001400718802964":{"u":2,"t":1661111917429,"m":"it cud handle it so im impressed"},"1011001413452693544":{"u":4,"t":1661111920465,"m":"surely there's a better way than this"},"1011001417592475778":{"u":2,"t":1661111921452,"m":"<@911724374577520691> we're actually stupid af"},"1010747525063512115":{"u":2,"t":1661051388756,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010747524769927218/Screen_Shot_2022-08-20_at_8.09.45_PM.png"}],"re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1010747528989384735":{"u":2,"t":1661051389692,"m":"lets gooooo"},"1010760409483059220":{"u":5,"t":1661054460641,"m":"LMAO"},"1010784699620274190":{"u":2,"t":1661060251861,"m":"bruh in elixir u cant index tuples or"},"1010785628344041573":{"u":31,"t":1661060473286,"m":"elem/2","r":"1010784699620274190"},"1010785682496688298":{"u":31,"t":1661060486197,"m":"but usually you'd use pattern matching"},"1010786057903681576":{"u":2,"t":1661060575701,"m":"bruh this took 15 minutes","r":"1010785628344041573"},"1010786084109701181":{"u":2,"t":1661060581949,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010786083832872971/Screen_Shot_2022-08-20_at_10.42.58_PM.png"}]},"1010786170273288293":{"u":4,"t":1661060602492,"m":"<@712458988184404089> i will feed u my elixir if i ever see that"},"1010786282261188608":{"u":4,"t":1661060629192,"m":"can u not just like pattern match"},"1010786319317864469":{"u":2,"t":1661060638027,"m":"bru"},"1010786486196645889":{"u":31,"t":1661060677814,"m":"bruh"},"1010786501413576725":{"u":31,"t":1661060681442,"m":"learn the language first please"},"1010786653557772299":{"u":0,"t":1661060717716,"m":"we're meming bro"},"1010786674738995230":{"u":0,"t":1661060722766,"m":"is there a bracket operator doe"},"1010791377686233148":{"u":0,"t":1661061844036,"m":"this language is straight aids"},"1010794660349886474":{"u":4,"t":1661062626684,"m":"rustsubremacy"},"1010794682109935698":{"u":4,"t":1661062631872,"m":"wait elixir looked p cool"},"1010794705027604481":{"u":4,"t":1661062637336,"m":"shame i don't have any backends to make rn"},"1010794821297901678":{"u":4,"t":1661062665057,"m":"o wait actually i need a websocket pubsub, but i only need it to be able to handle one pusher and one receiver"},"1010794863614246922":{"u":4,"t":1661062675146,"m":"<@398686833153933313> is elixir aight for this?"},"1010794977032405073":{"u":4,"t":1661062702187,"m":"i need this to be very low-latency"},"1010795016437891122":{"u":31,"t":1661062711582,"m":"it's perfect"},"1010795053624590367":{"u":4,"t":1661062720448,"m":"aight let's go"},"1010795060331290684":{"u":31,"t":1661062722047,"m":"can you even call it pubsub at that point","r":"1010794821297901678"},"1010795084805058583":{"u":4,"t":1661062727882,"m":"monopubsub"},"1010795090006003762":{"u":4,"t":1661062729122,"m":"lmao"},"1010795226534793307":{"u":4,"t":1661062761673,"m":"i need to sync a stream of phone sensor data to a program on computer"},"1010795324568256552":{"u":4,"t":1661062785046,"m":"current plan is phone -> pubsub -> website with everything on same local network"},"1010795356159741952":{"u":0,"t":1661062792578,"m":"what kind of language treats fing global vars as local vars"},"1010795423692230714":{"u":2,"t":1661062808679,"m":"just spent 20 minutes with Marc realizing that u cant edit vars in elixir in a for loop"},"1010795464213397534":{"u":0,"t":1661062818340,"m":"real"},"1010795471737987133":{"u":0,"t":1661062820134,"m":"CIA language"},"1010795487412097195":{"u":4,"t":1661062823871,"m":"i have a rust pubsub, but it uses normal post requests to send data, so it made my phone hot"},"1010795530277883905":{"u":4,"t":1661062834091,"m":"lmao yea it's functional","r":"1010795423692230714"},"1010795534950350888":{"u":2,"t":1661062835205,"m":"is this for *that* project"},"1010795560019697696":{"u":4,"t":1661062841182,"m":"no, it's not for _that_ project"},"1010795571470147646":{"u":2,"t":1661062843912,"m":"ok"},"1010795573244330084":{"u":31,"t":1661062844335,"m":"lol marc has lost all credibility"},"1010795590881382450":{"u":4,"t":1661062848540,"m":"it's a diff project using the similar stuff"},"1010795641133346856":{"u":0,"t":1661062860521,"m":"?","r":"1010795573244330084"},"1010795665011507261":{"u":2,"t":1661062866214,"m":"lmao idk"},"1010795676139003964":{"u":4,"t":1661062868867,"m":"i've already figured out how to make _that_ project, i don't need a websocket pubsub for _that_ project"},"1010795745126916166":{"u":4,"t":1661062885315,"m":"can just send data in batches"},"1010795754186616919":{"u":2,"t":1661062887475,"m":"not stating cuz nsfw"},"1010795754262122516":{"u":31,"t":1661062887493,"m":"...what project is this"},"1010795757445578772":{"u":2,"t":1661062888252,"m":"lmao"},"1010795782158434335":{"u":2,"t":1661062894144,"m":"i gave him the idea"},"1010795795823472701":{"u":2,"t":1661062897402,"m":"he's just implementin it"},"1010795818594336839":{"u":4,"t":1661062902831,"m":"lmao dw, the one that needs websocket pubsub is not nsfw"},"1010731526272585902":{"u":31,"t":1661047574347,"m":"i'm just arguing on semantics"},"1010731634858930286":{"u":0,"t":1661047600236,"m":"i get that lmao"},"1010731679461167165":{"u":31,"t":1661047610870,"m":"but i think semantics is important"},"1010731726194090015":{"u":31,"t":1661047622012,"m":"it's important to be precise"},"1010731877864321154":{"u":31,"t":1661047658173,"m":"anyway yeah EXLA does that"},"1010732005627002911":{"u":31,"t":1661047688634,"m":"it's just bindings to XLA which is what Tensorflow ~~runs on~~ used to run on under the hood","te":1661047722353},"1010732137151996045":{"u":0,"t":1661047719992,"m":"yeah i agree actually i am a pain abt semantics <@449366472704393216> <@744266249684648116> can attest to this","r":"1010731679461167165","re":[{"c":1,"n":"😆"}]},"1010732157347582034":{"u":0,"t":1661047724807,"m":"alright nice","r":"1010732005627002911"},"1010732824065744946":{"u":14,"t":1661047883765,"m":"<@398686833153933313> this doesn't deserve the 😆 reaction my guy marc fr fr is not only very very painful to deal with for semantic arguments, but he also just makes up his own terms","r":"1010732137151996045"},"1010732907658223686":{"u":14,"t":1661047903695,"m":"ex. \"applicational derivative\""},"1010732933918752808":{"u":14,"t":1661047909956,"m":"lmao"},"1010732984741146634":{"u":0,"t":1661047922073,"m":">make up my own terms\nthey are real, keep coping bro","r":"1010732824065744946","re":[{"c":2,"n":"bruh","id":"956050219194253352"}]},"1010733060817420309":{"u":0,"t":1661047940211,"m":"chrome is dervied from firefox simple as","te":1661048002381},"1010733075308761088":{"u":14,"t":1661047943666,"m":"no u lmao keep sipping that copium","r":"1010732984741146634"},"1010734801080287363":{"u":4,"t":1661048355122,"m":"copium is an applicational derivative of coping","r":"1010732984741146634"},"1010735426249703465":{"u":31,"t":1661048504174,"m":"what the heck is an applicational derivative"},"1010735996360462386":{"u":4,"t":1661048640099,"m":"> an applicational derivative is something which derives from the application of something else, for example, rust is a c++ applicational derivative as it derives from c++'s low level support\n> -- <@911724374577520691> slightly paraphrased cause no one know what his og definition is","te":1661048641509,"r":"1010735426249703465"},"1010736048378232912":{"u":4,"t":1661048652501,"m":"basically if there are two things in a genre"},"1010736082607939654":{"u":4,"t":1661048660662,"m":"the one that came later is an applicational derivative"},"1010736492236247070":{"u":31,"t":1661048758325,"m":"LMAO"},"1010736884412076082":{"u":31,"t":1661048851827,"m":"but rust isn't a pure applicational derivative of C++"},"1010736902187528242":{"u":31,"t":1661048856065,"m":"it has high level features"},"1010736997771530381":{"u":31,"t":1661048878854,"m":"like memory management w/ ownership and stuff"},"1010736998736199730":{"u":31,"t":1661048879084,"m":"you can't really do whatever the fuck u want like in C++ unless u use `unsafe`"},"1010737009544941578":{"u":31,"t":1661048881661,"m":"shall we call it a"},"1010737031598571540":{"u":31,"t":1661048886919,"m":"*partial* applicational derivative","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1010737211383234610":{"u":31,"t":1661048929783,"m":"and while we're at it the way string formatting is inspired by python means rust is also a *partial* applicational derivative of python"},"1010737280002043954":{"u":31,"t":1661048946143,"m":"but it's only a tiny feature compared to C++ so maybe a *lesser partial* applicational derivative"},"1010737319009058817":{"u":31,"t":1661048955443,"m":"where it's a *greater partial* applicational derivative of C++"},"1010737345798086696":{"u":31,"t":1661048961830,"m":"but that sounds confusing"},"1010737475951546419":{"u":31,"t":1661048992861,"m":"because greater could also imply it has greater application"},"1010737491009081425":{"u":31,"t":1661048996451,"m":"which might also be true in this case"},"1010737579383083008":{"u":31,"t":1661049017521,"m":"maybe we should move the qualifier around depending on the meaning"},"1010737754700775424":{"u":31,"t":1661049059320,"m":"so Rust would be a *greater partial* applicational *greater* derivative of C++ but only a *lesser partial* applicational (greater/lesser?) derivative of Python"},"1010738736834809907":{"u":31,"t":1661049293479,"m":"<@449366472704393216> <@744266249684648116> <@911724374577520691> thoughts"},"1010739297588101241":{"u":4,"t":1661049427173,"m":"i would describe the relationship between rust and c++ now with the term \"applicational derivative\" but with \"simply superior\"","r":"1010738736834809907","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1010739506393124904":{"u":4,"t":1661049476956,"m":"ah so ur saying that rust applicationally derives some dimensions of c, but expands on other, ig that's just a venn diagram relation"},"1010740894636449842":{"u":4,"t":1661049807939,"m":"the man has entered","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010740894363815976/unknown.png"}]},"1010740911619190846":{"u":4,"t":1661049811988,"m":"the myth, the legend"},"1010740917226967101":{"u":14,"t":1661049813325,"m":"lmaoooooooooo NOOOOOOOO","r":"1010737031598571540"},"1010740947862163507":{"u":14,"t":1661049820629,"m":"marc is gonna unironically use these"},"1010740975846572082":{"u":14,"t":1661049827301,"m":"dont invent new terms for him"},"1010740983757012994":{"u":4,"t":1661049829187,"m":"with the partial derivative notation as well"},"1010741026044006500":{"u":4,"t":1661049839269,"m":"wait <@398686833153933313> have we told u about applicational integral"},"1010741060932206674":{"u":4,"t":1661049847587,"m":"it's applicational derivative but the other way around"},"1010741158428807219":{"u":14,"t":1661049870832,"m":"he also says \"applicational derivative with respect to...\""},"1010741764354744350":{"u":0,"t":1661050015296,"m":"sure and you could even go as far as to say that malloc is just discouraged in rust, and that manual memory management is not how you interact with memory in rust, but this is a semantic argument here, an applicational derivative is regarding application. that is to say that like if rust replaces c++ in the fields in which it is used it is thus an applicational derivative","r":"1010736998736199730"},"1010741851889877012":{"u":0,"t":1661050036166,"m":"so for example unpopular opinion i consider chrome to be an applicational derivative of fire fox"},"1010741897649725521":{"u":0,"t":1661050047076,"m":"because chrome essentially replaces firefox in its respective usage and application"},"1010747502917582928":{"u":2,"t":1661051383476,"m":"Ye thx","r":"1010724665586618422"},"1010725522222874694":{"u":31,"t":1661046142870,"m":"but it's able to JIT compile everything"},"1010725567135481899":{"u":2,"t":1661046153578,"m":"torchX is ran in python"},"1010725609527316540":{"u":2,"t":1661046163685,"m":"I don’t think it’s a native elixir ML framework"},"1010725640607117402":{"u":31,"t":1661046171095,"m":"Torchx is not Python"},"1010725656713232404":{"u":31,"t":1661046174935,"m":"it binds to libtorch"},"1010725675809919074":{"u":31,"t":1661046179488,"m":"just like pytorch does"},"1010725824577679460":{"u":31,"t":1661046214957,"m":"but EXLA is better usually"},"1010725832362311771":{"u":2,"t":1661046216813,"m":"no but like torchX can be installed via pop"},"1010725847579238421":{"u":2,"t":1661046220441,"m":"*pip"},"1010725859138744350":{"u":31,"t":1661046223197,"m":"that's different"},"1010725862024413225":{"u":31,"t":1661046223885,"m":"same name"},"1010725970665291838":{"u":2,"t":1661046249787,"m":"So can u do like nn.Dropout() or stuff in elixir"},"1010726014625779852":{"u":31,"t":1661046260268,"m":"no that's not the point"},"1010726127146377256":{"u":31,"t":1661046287095,"m":"torchx is just a backend for Nx (basically how it compiles / computes the math under the hood)"},"1010726183580745810":{"u":2,"t":1661046300550,"m":"Ye but my question was like if there is an ML framework specifically for Elixir"},"1010726237859217489":{"u":31,"t":1661046313491,"m":"no not really atm"},"1010726249825574913":{"u":2,"t":1661046316344,"m":"So that in elixir u can go like model.fit"},"1010726394713616446":{"u":2,"t":1661046350888,"m":"Ooooo let’s do a sealion/MLPP in elixir <@911724374577520691>"},"1010726538343366666":{"u":31,"t":1661046385132,"m":"Nx has autograd you should be able to implement gradient descent pretty easily","re":[{"c":1,"n":"🔥"}]},"1010726653875454032":{"u":0,"t":1661046412677,"m":"both of those frameworks are definitively better than torch in py/cpp (real), i think it's time to conquer elixir","te":1661046425679,"r":"1010726394713616446"},"1010728654461997056":{"u":0,"t":1661046889654,"m":"i think this goes without saying but nx ops are vectorized tho right","r":"1010726538343366666"},"1010728777313165322":{"u":31,"t":1661046918944,"m":"I think you misunderstand what vectorization is"},"1010728922423500881":{"u":31,"t":1661046953541,"m":"vectorization is just rewriting repeating computations into a single computation with a matrix / vectors"},"1010729174052384848":{"u":31,"t":1661047013534,"m":"what you're trying to ask is are matrix computations accelerated/parallelized, e.g. using a GPU"},"1010729231287857235":{"u":31,"t":1661047027180,"m":"which, yeah they are (that's what the EXLA backend is for)"},"1010729276829614081":{"u":31,"t":1661047038038,"m":"vectorization or not has nothing to do with how matrix multiplication is carried out under the hood, it's just how *you* write *your code*","te":1661047049530},"1010729368156377189":{"u":0,"t":1661047059812,"m":"nah, im not asking abt GPU parallelization lmao those are obv two different things","r":"1010729174052384848"},"1010729716245856357":{"u":0,"t":1661047142803,"m":"what i am asking is, is say the NX add op on two vecs doing [a[1] + b[1],  a[2] + b[2] + ...] etc one at a time or is it doing them simultaneously in one operation","te":1661047154674},"1010729831098482709":{"u":0,"t":1661047170186,"m":"like e.g. np operations are vectorized"},"1010729916075098142":{"u":31,"t":1661047190446,"m":"you're incorrect lol"},"1010729935234678817":{"u":31,"t":1661047195014,"m":"you *are* asking about parallelization"},"1010729997868224592":{"u":31,"t":1661047209947,"m":"vectorization is just about instead of writing loops, you write a vector operation"},"1010730155863453757":{"u":31,"t":1661047247616,"m":"the reason being once you write it as a vector operation (once you vectorize it) it makes it easy for the computer to parallelize"},"1010730265557094430":{"u":31,"t":1661047273769,"m":"using either SIMD operations on supported CPUs or specialized hardware like a GPU"},"1010730314957598811":{"u":31,"t":1661047285547,"m":"but vectorization in and of itself has nothing to do with that part"},"1010730587688026162":{"u":31,"t":1661047350571,"m":"\"vectorization\" just means applying operations to a vector rather than on individual elements themselves"},"1010730596210855948":{"u":31,"t":1661047352603,"m":"for example like"},"1010730678171738203":{"u":31,"t":1661047372144,"m":"a lot of old CPUs don't have any support for SIMD"},"1010730859646689360":{"u":31,"t":1661047415411,"m":"that doesn't mean writing `a + b` when a and b are ndarrays instead of something like `[ia + ib for ia, ib in zip(a, b)]` isn't *vectorizing* it"},"1010730887090028585":{"u":31,"t":1661047421954,"m":"it just means that the CPU is unable to take advantage of the vectorization"},"1010731036797317160":{"u":31,"t":1661047457647,"m":"so they're intertwined concepts but the *vectorization* itself is still a distinct concept from *parallelization* to take advantage of vectorization"},"1010731087506460813":{"u":0,"t":1661047469737,"m":"bruh, ive messed around with like AX2 functions in c++, i think if you're talking about vectorizing something it's disingenuous to assume that you aren't assuming using like SIMD or something"},"1010731108956127262":{"u":0,"t":1661047474851,"m":"if i say i am vectorizing my code"},"1010731188006158346":{"u":0,"t":1661047493698,"m":"it's sort of implicit to mean that either my compiler or i myself am taking advantage of this vectorization"},"1010731255693844562":{"u":0,"t":1661047509836,"m":"like using c++ intel immtrinh.h functions for example","te":1661047536749},"1010731344348852264":{"u":31,"t":1661047530973,"m":"yeah i would absolutely assume that if you say that"},"1010731358978588683":{"u":31,"t":1661047534461,"m":"but in the context of a library"},"1010731377215418458":{"u":31,"t":1661047538809,"m":"the library isn't the one vectorizing your code"},"1010731410031648948":{"u":31,"t":1661047546633,"m":"*you're* the one vectorizing your code"},"1010731486451871814":{"u":31,"t":1661047564853,"m":"i mean i know what you mean lol"},"1010722499631255603":{"u":10,"t":1661045422228,"m":"they literally had to go test blind"},"1010722513657008238":{"u":10,"t":1661045425572,"m":"2 years before I applied"},"1010722585333485579":{"u":10,"t":1661045442661,"m":"hey ronak what would you say are some unique things i could do"},"1010722616253878385":{"u":10,"t":1661045450033,"m":"for college apps"},"1010722620896976947":{"u":10,"t":1661045451140,"m":"like"},"1010722632439705641":{"u":10,"t":1661045453892,"m":"i already intern"},"1010722658448592977":{"u":10,"t":1661045460093,"m":"im looking for research opportunities"},"1010722667025932411":{"u":31,"t":1661045462138,"m":"it's because the aim of the experiment was originally to find the difference between the toxic lichen and the non-toxic lichen","r":"1010262841426722836"},"1010722720121630851":{"u":31,"t":1661045474797,"m":"but instead they found something that both of those lichen (and a bunch of other lichen) share"},"1010722744469569566":{"u":31,"t":1661045480602,"m":"so it's ironic"},"1010722785280147466":{"u":31,"t":1661045490332,"m":"does that make sense"},"1010722786341302322":{"u":10,"t":1661045490585,"m":"oh-damn"},"1010722799477850112":{"u":10,"t":1661045493717,"m":"yeah that does"},"1010722802493554779":{"u":10,"t":1661045494436,"m":"thanks"},"1010722831069347990":{"u":10,"t":1661045501249,"m":"wow you read quick"},"1010722866699976815":{"u":31,"t":1661045509744,"m":"is that kaplan"},"1010722893883244585":{"u":10,"t":1661045516225,"m":"mmm"},"1010722906831077406":{"u":10,"t":1661045519312,"m":"reddit QAS"},"1010722932558929941":{"u":10,"t":1661045525446,"m":"so i dunno"},"1010722943912923168":{"u":31,"t":1661045528153,"m":"oh that's an official test then huh"},"1010722951999524986":{"u":31,"t":1661045530081,"m":"interesting"},"1010723095939665950":{"u":10,"t":1661045564399,"m":"mhm"},"1010723163266613318":{"u":31,"t":1661045580451,"m":"YOOOO use elixir","r":"1009996387053748224"},"1010723180840755221":{"u":31,"t":1661045584641,"m":"https://github.com/elixir-nx/nx"},"1010723236444639303":{"u":31,"t":1661045597898,"m":"Nx/Torchx is so cool"},"1010723491739353108":{"u":31,"t":1661045658765,"m":"it's all JIT compiled"},"1010723591375048805":{"u":2,"t":1661045682520,"m":"Wdym","r":"1010723163266613318"},"1010723637080375368":{"u":2,"t":1661045693417,"m":"elixir seem kinda cool but I’m confused what it’s about"},"1010723788045946963":{"u":31,"t":1661045729410,"m":"it's a functional language that runs on top of the erlang vm so it's really good at building distributed and fault tolerant applications"},"1010723798863073321":{"u":2,"t":1661045731989,"m":"1600 SAT kid","r":"1010722667025932411"},"1010723826209931314":{"u":31,"t":1661045738509,"m":"but","r":"1010723788045946963"},"1010723846900416602":{"u":31,"t":1661045743442,"m":"it's also just a nice functional language in general"},"1010724053952254032":{"u":31,"t":1661045792807,"m":"it's so nice"},"1010724081185857617":{"u":31,"t":1661045799300,"m":"it's so nice (repeated for emphasis)"},"1010724098403471481":{"u":31,"t":1661045803405,"m":"you should try it out"},"1010724173485711370":{"u":2,"t":1661045821306,"m":"I dedicated three hours of my day for me to just do random sht"},"1010724193895186513":{"u":2,"t":1661045826172,"m":"so ig I’ll try it"},"1010724564742963240":{"u":31,"t":1661045914589,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010724564399034509/Screen_Shot_2022-08-20_at_6.38.30_PM.png"}]},"1010724568870162522":{"u":31,"t":1661045915573,"m":"it's the #2 most loved language after Rust"},"1010724603544469544":{"u":2,"t":1661045923840,"m":"wait this elixir thing doesn’t seem stupid"},"1010724632879431731":{"u":2,"t":1661045930834,"m":"I’m reading documentation rn"},"1010724665586618422":{"u":31,"t":1661045938632,"m":"do the guide"},"1010724677020303360":{"u":31,"t":1661045941358,"m":"and the mix and otp guide"},"1010724688441389106":{"u":2,"t":1661045944081,"m":"it has a when thing as u prob know"},"1010725079442800784":{"u":2,"t":1661046037303,"m":"is there an Elixir ML framework"},"1010725103945928755":{"u":31,"t":1661046043145,"m":"yeah","r":"1010723180840755221"},"1010725254320095302":{"u":31,"t":1661046078997,"m":"i mean elixir is mainly suited toward building applications / systems"},"1010725338982141992":{"u":31,"t":1661046099182,"m":"but it's a pretty good fit for this too"},"1010725476949565541":{"u":2,"t":1661046132076,"m":"Wait so Nx is elixir numpy thing"},"1010725510323634186":{"u":31,"t":1661046140033,"m":"yeah Nx is sorta an analog to numpy"},"1008980532551503914":{"u":10,"t":1660630104912,"m":"or can I just run it"},"1008980552151470121":{"u":10,"t":1660630109585,"m":"manually save"},"1008980569662693386":{"u":10,"t":1660630113760,"m":"comment out my training code"},"1008980601736532090":{"u":10,"t":1660630121407,"m":"i have no idea how it works"},"1008980827700478012":{"u":2,"t":1660630175281,"m":"store the weights of the trained model"},"1008980835665453088":{"u":2,"t":1660630177180,"m":"load them up"},"1008980852228767794":{"u":2,"t":1660630181129,"m":"use them for test time"},"1008981848547921950":{"u":1,"t":1660630418670,"m":"use multiple files"},"1008990206705279038":{"u":4,"t":1660632411410,"m":"ew making money","r":"1008976744214175867"},"1008990228553408552":{"u":4,"t":1660632416619,"m":"that's like for nerds"},"1008998878651093032":{"u":10,"t":1660634478963,"m":"thanks","r":"1008980852228767794"},"1008998898980888588":{"u":10,"t":1660634483810,"m":"thanks pranav","r":"1008981848547921950"},"1008998975409500200":{"u":10,"t":1660634502032,"m":"oliver ni angry noises","r":"1008990228553408552"},"1008999115742531645":{"u":10,"t":1660634535490,"m":"no cap tho he makes like 100k a year through poketwo"},"1008999169194741800":{"u":10,"t":1660634548234,"m":"tho u prolly know him better than I do"},"1008999250367107093":{"u":0,"t":1660634567587,"m":"wait how do you make money thru bots doe"},"1009003299493642262":{"u":10,"t":1660635532974,"m":"premium member"},"1009003337070424084":{"u":10,"t":1660635541933,"m":"microtransaction"},"1009003793196798032":{"u":10,"t":1660635650682,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1009003792919957545/6909A379-D1EA-490F-84C8-D49615D6062F.jpg"}],"re":[{"c":2,"n":"😎"}]},"1009012617437790238":{"u":0,"t":1660637754545,"m":"wait so this is real or were u being hyperbolic","te":1660637759810,"r":"1008999115742531645"},"1009018243123511386":{"u":14,"t":1660639095813,"m":"real","r":"1009012617437790238"},"1009018274366898187":{"u":14,"t":1660639103262,"m":"he makes 100K+/year"},"1009021788157661214":{"u":0,"t":1660639941015,"m":"bruh this TEEN is making a 6 figure salary and these c*lleges have the audacity to not immediately admit him wtf"},"1009021861524426822":{"u":0,"t":1660639958507,"m":"the college admissions system is fed up","te":1660639970771},"1009224661147594842":{"u":2,"t":1660688309705,"m":"Confidentiality anyone?","r":"1009018274366898187"},"1009224736221450280":{"u":14,"t":1660688327604,"m":"i mean he had it on his linkedin","r":"1009224661147594842"},"1009224808833241239":{"u":2,"t":1660688344916,"m":"Ew LinkedIn"},"1009586164463841372":{"u":2,"t":1660774498812,"m":"copilot gonna rule the world","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1009586164182827069/Screen_Shot_2022-08-17_at_3.14.43_PM.png"}]},"1009586217429516419":{"u":2,"t":1660774511440,"m":"that too this is in TYPESCRIPT"},"1009586256801431572":{"u":2,"t":1660774520827,"m":"using fckn reduce and map"},"1009990804309299273":{"u":19,"t":1660870972469,"m":"why is you doing gradient descent in typescript"},"1009996387053748224":{"u":2,"t":1660872303499,"m":"I wanted to try out func programming","r":"1009990804309299273"},"1009996459938152509":{"u":2,"t":1660872320876,"m":"in JS but the decided to use TS because blue >> yellow"},"1009996533317505115":{"u":19,"t":1660872338371,"m":"LMFAO BRUH","r":"1009996459938152509"},"1009996830651719721":{"u":2,"t":1660872409261,"m":"https://github.com/anish-lakkapragada/linreg-functional-ts","e":[{"url":"https://github.com/anish-lakkapragada/linreg-functional-ts","type":"article"}]},"1009996892626755718":{"u":2,"t":1660872424037,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1009996892349923368/Screen_Shot_2022-08-18_at_6.27.00_PM.png"}]},"1009996904924446720":{"u":2,"t":1660872426969,"m":"clean training loop bro"},"1010262787278250004":{"u":10,"t":1660935818262,"m":"Image\nImage\ncan someone read this whole passage and tell me why it's A"},"1010262818131550340":{"u":10,"t":1660935825618,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010262817766637698/unknown.png"}]},"1010262841426722836":{"u":10,"t":1660935831172,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1010262841082794004/unknown.png"}]},"1010266581152039074":{"u":2,"t":1660936722792,"m":"questions like this shud go in <#951916074750869564>","r":"1010262787278250004"},"1010289030983848037":{"u":0,"t":1660942075249,"m":"bruh is that SAT prep lmao"},"1010722180088221788":{"u":10,"t":1661045346043,"r":"1010721782589833266"},"1010722197914013738":{"u":4,"t":1661045350293,"r":"1010721782589833266"},"1010722239223697500":{"u":10,"t":1661045360142,"m":"oh"},"1010722245355769908":{"u":10,"t":1661045361604,"m":"it's him"},"1010722274636202024":{"u":4,"t":1661045368585,"m":"lmao"},"1010722453779124284":{"u":10,"t":1661045411296,"m":"lol"},"1010722470283706398":{"u":10,"t":1661045415231,"m":"i hate UCs"},"1008944642693283921":{"u":4,"t":1660621548103,"m":"for me"},"1008944724721274950":{"u":19,"t":1660621567660,"m":"factual","r":"1008944604961316976"},"1008945014904209530":{"u":19,"t":1660621636845,"m":"sometimes man","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008945014958739486/Screen_Shot_2022-08-15_at_8.47.07_PM.png"}]},"1008945204574822400":{"u":4,"t":1660621682066,"m":"mood"},"1008945281229934612":{"u":4,"t":1660621700342,"m":"kids and their high tech tensorboards and wandbs and pytorch-lightning"},"1008945384946671696":{"u":4,"t":1660621725070,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008945384393019432/unknown.png"}]},"1008945387236757596":{"u":4,"t":1660621725616,"m":"meanwhile me"},"1008945398552993933":{"u":1,"t":1660621728314,"m":"kids these days"},"1008945633438204004":{"u":0,"t":1660621784315,"m":"unironically agree"},"1008945650685202502":{"u":0,"t":1660621788427,"m":"terminal pilled is epic"},"1008950066570067968":{"u":19,"t":1660622841256,"m":"okay this kinda hurt on a personal level","r":"1008945281229934612","re":[{"c":2,"n":"bruh","id":"956050219194253352"}]},"1008950169104023597":{"u":19,"t":1660622865702,"m":"me who's about to abandon pytorch lightning for giving me hell and about to write an angry github issue"},"1008959451853766736":{"u":10,"t":1660625078882,"m":"pytorch users"},"1008959478525349938":{"u":10,"t":1660625085241,"m":"what does DataLoader return"},"1008967510370025492":{"u":4,"t":1660627000182,"m":"Just use normal PyTorch","r":"1008950169104023597"},"1008967611800895569":{"u":4,"t":1660627024365,"m":"PyTorch lightning I hear has a lr finder built in"},"1008967663210475590":{"u":4,"t":1660627036622,"m":"But I just used a separate package that worked well"},"1008967836418453504":{"u":4,"t":1660627077918,"m":"Also why is PyTorch lightning giving u hell I thought it was like poutyne but even better"},"1008967903766388797":{"u":4,"t":1660627093975,"m":"DataLoader is where it’s at","r":"1008959478525349938"},"1008968016614150207":{"u":4,"t":1660627120880,"m":"I have to do lazy preprocessing on my data cause it’s massive and preprocessing increases size even more"},"1008968054757130251":{"u":4,"t":1660627129974,"m":"DataLoader is so good"},"1008968129243795497":{"u":4,"t":1660627147733,"m":"Meanwhile tf dataset"},"1008968376925827123":{"u":4,"t":1660627206785,"m":"What r y’all’s thoughts on XGBoost I used its regression variation once and it outperformed my PyTorch nn"},"1008968524636626964":{"u":19,"t":1660627242002,"m":"there are some hidden nasty bugs","r":"1008967836418453504"},"1008968574569820293":{"u":19,"t":1660627253907,"m":"schedulers are automatically called at each epoch"},"1008968581280714852":{"u":19,"t":1660627255507,"m":"rather than step"},"1008968602109628418":{"u":19,"t":1660627260473,"m":"and just a whole host of other shit"},"1008968641578020924":{"u":19,"t":1660627269883,"m":"good for tabular","r":"1008968376925827123","re":[{"c":1,"n":"👍"}]},"1008975993622503455":{"u":2,"t":1660629022747,"m":"happened to me","r":"1008940676202889306"},"1008976174099218492":{"u":2,"t":1660629065776,"m":"watch <@744266249684648116> become the dude creating the $1B startup in ML while we go become frontend devs","r":"1008943534939848794"},"1008976425258340462":{"u":0,"t":1660629125657,"m":"real??"},"1008976562722455592":{"u":2,"t":1660629158431,"m":"yea its real bro"},"1008976622122176522":{"u":2,"t":1660629172593,"m":"ronak is gonna be creating the $1B startup while we go work as freelance devs"},"1008976674160910348":{"u":0,"t":1660629185000,"m":"it's true.."},"1008976703118393366":{"u":0,"t":1660629191904,"m":"he'll sell his chess bot"},"1008976715286061107":{"u":0,"t":1660629194805,"m":"and we'll be poor"},"1008976744214175867":{"u":2,"t":1660629201702,"m":"<@744266249684648116> remember us when u make ur first bil"},"1008976766259441715":{"u":2,"t":1660629206958,"m":"then try to make some more and give us some of it"},"1008976785532272690":{"u":0,"t":1660629211553,"m":"^^^^^^^^^"},"1008976874409578526":{"u":2,"t":1660629232743,"m":"Yea i think ucla's current engineering school is called Samueli Engineering"},"1008976900535877642":{"u":2,"t":1660629238972,"m":"try to change it to Badhe Engineering"},"1008980275692310528":{"u":10,"t":1660630043672,"m":"yeah what if like some harvard alum goes to a random community college"},"1008980303009816619":{"u":10,"t":1660630050185,"m":"and uses his brainpower to"},"1008980342671167548":{"u":10,"t":1660630059641,"m":"make a whole dpeartment named after hikm"},"1008980390159065088":{"u":10,"t":1660630070963,"m":"question in general"},"1008980408400105523":{"u":10,"t":1660630075312,"m":"im using python files"},"1008980416885174352":{"u":10,"t":1660630077335,"m":"not notebooks"},"1008980448405356594":{"u":10,"t":1660630084850,"m":"so after I train a model"},"1008980512230092801":{"u":10,"t":1660630100067,"m":"do I have to run it again every single time I want to run my code"},"1008276225371938847":{"u":1,"t":1660462184995,"m":"lol"},"1008276351171698688":{"u":2,"t":1660462214988,"m":"nvm lmao"},"1008277130351747093":{"u":2,"t":1660462400759,"m":"100 on a single repo is more stars than ppl get for their entire profile damn"},"1008289458547851274":{"u":14,"t":1660465340030,"m":"oh u shut the fck up","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008289458262646804/unknown.png"}],"r":"1008277130351747093"},"1008289602437648447":{"u":14,"t":1660465374336,"m":"thx for the star"},"1008436089364693134":{"u":4,"t":1660500299541,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008436089100447814/unknown.png"}]},"1008436153172639765":{"u":4,"t":1660500314754,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008436152879026296/unknown.png"}]},"1008436176950153276":{"u":4,"t":1660500320423,"m":"this is gonna be so good"},"1008436249977167962":{"u":4,"t":1660500337834,"m":"i can go outside and check training from phone now lets gooo"},"1008436407926276147":{"u":4,"t":1660500375492,"m":"```py\ndef log(*args, **kwargs):\n    \"\"\"\n    Log message to both stdout and a discord report hook.\n    \n    This function receives same arguments as print\n    \"\"\"\n    content = io.StringIO()\n    print(*args, **kwargs, file=content)\n    print(*args, **kwargs)\n    if \"ML_DISCORD_REPORT_HOOK\" in os.environ:\n        url = os.environ[\"ML_DISCORD_REPORT_HOOK\"]\n        return requests.post(\n            url,\n            data={\n                \"content\": f\"[{datetime.now().ctime()}] {content.getvalue().strip()}\"\n            }\n        )\n```\nif anyone wants"},"1008440115439341602":{"u":2,"t":1660501259432,"m":"isnt there an app for SSH","r":"1008436407926276147"},"1008440420373639289":{"u":2,"t":1660501332134,"m":"<@911724374577520691> meanwhile at 1k stars","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008440420046475274/Screen_Shot_2022-08-14_at_11.21.49_AM.png"}],"r":"1008289458547851274"},"1008440468541014106":{"u":2,"t":1660501343618,"m":"his library is much more complete lmao"},"1008440912948510901":{"u":4,"t":1660501449573,"m":"Jupiter notebook though","r":"1008440115439341602"},"1008441004573073579":{"u":4,"t":1660501471418,"m":"Vector of vector pepelaugh","r":"1008440468541014106"},"1008441265186148364":{"u":2,"t":1660501533553,"m":"oh lmao"},"1008441295804583956":{"u":2,"t":1660501540853,"m":"have u seen my MNIST project"},"1008441327983284275":{"u":2,"t":1660501548525,"m":"images are `ArrayList<ArrayList<Double>>`"},"1008441414255915159":{"u":2,"t":1660501569094,"m":"bruh why tho","r":"1008440912948510901"},"1008441433444859936":{"u":2,"t":1660501573669,"m":"do u need in a jupiter noteook"},"1008451328827207762":{"u":4,"t":1660503932912,"m":"Fck interactive scripts I want my plots","r":"1008441433444859936"},"1008451388612825168":{"u":4,"t":1660503947166,"m":"Also u can visualize a chess position in Jupiter notebook"},"1008451415200514079":{"u":4,"t":1660503953505,"m":"Can’t in interactive script"},"1008456793640402984":{"u":2,"t":1660505235825,"m":"u get plots in interactive scripts?","r":"1008451328827207762"},"1008457012306264195":{"u":2,"t":1660505287959,"m":"plots in interactive","te":1660505330612,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008457011920375888/Screen_Shot_2022-08-14_at_12.28.01_PM.png"}],"r":"1008451328827207762"},"1008457122268323860":{"u":2,"t":1660505314176,"m":"u literally can press the right most button to save it to a .png - and this is in an SSH env lmao"},"1008457144099668168":{"u":2,"t":1660505319381,"m":"interactive scripts are the best lmao"},"1008460132331569252":{"u":4,"t":1660506031831,"m":"ew"},"1008460141861023824":{"u":4,"t":1660506034103,"m":"notebook gang"},"1008463088703508540":{"u":2,"t":1660506736685,"m":"ok"},"1008463130688491783":{"u":2,"t":1660506746695,"m":"import something u wrote from another python file in a notebook"},"1008463143158153238":{"u":2,"t":1660506749668,"m":"get wrecked <@744266249684648116>"},"1008464365172822037":{"u":4,"t":1660507041019,"m":"i have a keyboard shortcut to do this","r":"1008463130688491783"},"1008464374895226990":{"u":4,"t":1660507043337,"m":"called ctrl c","te":1660507045292},"1008464674716647424":{"u":2,"t":1660507114820,"m":"what lmao"},"1008464688306204755":{"u":2,"t":1660507118060,"m":"dont get the joke"},"1008555702970753134":{"u":19,"t":1660528817647,"m":"lmfao i wanted to do that shit with wandb","r":"1008436249977167962"},"1008555716111519804":{"u":19,"t":1660528820780,"m":"but didn't have the time"},"1008901315323240468":{"u":10,"t":1660611218053,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008901315063189644/C62E66C8-09DE-4CB0-9577-BDD545CB2ABD.jpg"}]},"1008913167440687175":{"u":4,"t":1660614043818,"m":"w i d e a n i s h"},"1008940676202889306":{"u":4,"t":1660620602418,"m":"my test accuracy was going up but so was its loss","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008940675905114212/unknown.png"}]},"1008940731643199500":{"u":4,"t":1660620615636,"m":"i didn't stop cause accuracy was going up and i wanted that sweet 95% accuracy"},"1008940808956813324":{"u":4,"t":1660620634069,"m":"turns out accuracy was so high cause i was printing train accuracy instead of test accuracy"},"1008943502337523743":{"u":0,"t":1660621276221,"m":"funny how this works"},"1008943534939848794":{"u":0,"t":1660621283994,"m":"i am getting webdev pilled and ronak is getting ml pilled"},"1008944503157166143":{"u":4,"t":1660621514835,"m":"every summer i make a bit of progress on chess ml project","r":"1008943534939848794"},"1008944539609862284":{"u":4,"t":1660621523526,"m":"this is my third sumer going at it"},"1008944590344175677":{"u":4,"t":1660621535622,"m":"can't train my model on my laptop while i'm at school"},"1008944604961316976":{"u":4,"t":1660621539107,"m":"also i rage quit ml a lot lmao"},"1008944641514676286":{"u":4,"t":1660621547822,"m":"it never works"},"1006753405689135164":{"u":2,"t":1660099116490,"m":"by who","r":"1006753057381568522"},"1006753440191488020":{"u":2,"t":1660099124716,"m":"ayo this is a school server tho"},"1006753542331170847":{"u":4,"t":1660099149068,"m":"whopsmybbad"},"1006753559020314695":{"u":4,"t":1660099153047,"m":"<@449366472704393216> get rekt"},"1006754533424246914":{"u":2,"t":1660099385363,"m":"oh no"},"1006754559739302079":{"u":2,"t":1660099391637,"m":"when i said ayo i was talking about me asking the \"who\" question"},"1006759992050843648":{"u":14,"t":1660100686801,"m":"it's pronounced svelte"},"1006760007687225384":{"u":14,"t":1660100690529,"m":"not sveltay"},"1006761208717778944":{"u":2,"t":1660100976877,"m":"svelte means sexy right"},"1006761264812392478":{"u":2,"t":1660100990251,"m":"good name for the framework"},"1006761313449562162":{"u":19,"t":1660101001847,"m":"help"},"1006761345057837147":{"u":19,"t":1660101009383,"m":"deberta v3 large learning rate 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graph"},"1006766664739721276":{"u":19,"t":1660102277694,"m":"https://cdn.discordapp.com/attachments/925503840596406292/1006765620307689592/Screen_Shot_2022-08-09_at_8.27.03_PM.png","e":[{"url":"https://cdn.discordapp.com/attachments/925503840596406292/1006765620307689592/Screen_Shot_2022-08-09_at_8.27.03_PM.png","type":"image"}]},"1006766693105807452":{"u":19,"t":1660102284457,"m":"https://tenor.com/view/hype-lizard-hype-lizard-dance-gif-16226830","e":[{"url":"https://tenor.com/view/hype-lizard-hype-lizard-dance-gif-16226830","type":"gifv"}]},"1006787590109798421":{"u":0,"t":1660107266691,"m":"ik that felling","r":"1006766693105807452"},"1006788157645258752":{"u":10,"t":1660107402002,"m":"bruh wat r u tryna do tho","r":"1006766664739721276"},"1006788202109087774":{"u":10,"t":1660107412603,"m":"wat is this model for"},"1006986053871218708":{"u":10,"t":1660154584139,"m":"<@712458988184404089>"},"1006986072238084157":{"u":10,"t":1660154588518,"m":"is there um"},"1006986097718460588":{"u":10,"t":1660154594593,"m":"the class today"},"1006986147697799228":{"u":10,"t":1660154606509,"m":"also idk why but i can't type on the temp.github.io"},"1006986381312131212":{"u":2,"t":1660154662207,"m":"go to <#954977690912456704>"},"1007045968098766958":{"u":2,"t":1660168868804,"m":"happened to me lmao","r":"1001712449390641202"},"1007046024084336761":{"u":2,"t":1660168882152,"m":"another example of random spiking","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1007046024021426288/Screen_Shot_2022-08-10_at_3.01.11_PM.png"}]},"1007094288418623528":{"u":19,"t":1660180389266,"m":"interesting","r":"1007046024084336761"},"1007094307896963153":{"u":19,"t":1660180393910,"m":"Use wandb btw"},"1007160918112751627":{"u":2,"t":1660196275023,"m":"the interesting thing is that training is steady whereas on testing it has a spike","r":"1007094288418623528"},"1007160964988272651":{"u":2,"t":1660196286199,"m":"which indicates that the model finally learned something that generalizes really well"},"1007163616564355185":{"u":19,"t":1660196918384,"m":"hm"},"1007540703758393395":{"u":14,"t":1660286822977,"m":"https://twitter.com/LinaAsahi/status/1537828477352615936","e":[{"url":"https://twitter.com/LinaAsahi/status/1537828477352615936","type":"rich"}]},"1007540728752246845":{"u":14,"t":1660286828936,"m":"https://www.reddit.com/r/linux/comments/wlx7mi/comment/ijvx7kn/","e":[{"url":"https://www.reddit.com/r/linux/comments/wlx7mi/comment/ijvx7kn/","type":"link"}]},"1007540756296237156":{"u":14,"t":1660286835503,"m":"sht is actually insane lmao wtf"},"1007720585872281690":{"u":19,"t":1660329710215,"m":"finally figured this shit out: warmup steps was 1000","r":"1006766664739721276"},"1007722795960119387":{"u":10,"t":1660330237141,"m":"wait what r u trying to build it for tho","r":"1007720585872281690"},"1007722844626632845":{"u":10,"t":1660330248744,"m":"just curious"},"1007724604644663356":{"u":19,"t":1660330668365,"m":"it's a secret :)"},"1007727523133657248":{"u":10,"t":1660331364187,"m":"LMAO"},"1007727530112983060":{"u":10,"t":1660331365851,"m":"fair"},"1008270894784856095":{"u":14,"t":1660460914084,"m":"can somebody star https://github.com/KentoNishi/Augmentation-for-LNL pls","e":[{"url":"https://github.com/KentoNishi/Augmentation-for-LNL","type":"article"}]},"1008270908814798888":{"u":14,"t":1660460917429,"m":"im 1 star away from 100"},"1008270964821332009":{"u":14,"t":1660460930782,"m":"lmao","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008270964519346246/unknown.png"}]},"1008276095776333826":{"u":2,"t":1660462154097,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1008276095470153758/Screen_Shot_2022-08-14_at_12.29.10_AM.png"}]},"1006625423901327431":{"u":4,"t":1660068603254,"m":"https://tenor.com/view/pppoof-gif-18346599","e":[{"url":"https://tenor.com/view/pppoof-gif-18346599","type":"gifv"}],"r":"1006625296004436018"},"1006625779062407188":{"u":4,"t":1660068687931,"m":"Sir, i am not a filthy developer, I am grand verifier, finder of bugs, wizard of scripture","r":"1006625321761652776"},"1006625851066044456":{"u":2,"t":1660068705098,"m":"ML >> bash scripting at a startup","te":1660068714526,"r":"1006625779062407188"},"1006625941096763412":{"u":4,"t":1660068726563,"m":"Oi it’s Python"},"1006625967709638699":{"u":4,"t":1660068732908,"m":"And bash"},"1006626153341124638":{"u":4,"t":1660068777166,"m":"And verilog"},"1006642060813672610":{"u":2,"t":1660072569803,"m":"wait marc","r":"1006619194160328794"},"1006642067566510203":{"u":2,"t":1660072571413,"m":"this doesn't help"},"1006642121635282995":{"u":2,"t":1660072584304,"m":"im facing this same exploding grads problem even with lr = 0","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1006642121278754879/Screen_Shot_2022-08-09_at_12.16.14_PM.png"}]},"1006642198932103208":{"u":2,"t":1660072602733,"m":"the gradients in the optimizer will go torch.nan, and pytorch still calls that nan so ur model can still be f'd with lr = 0"},"1006642309309419651":{"u":2,"t":1660072629049,"m":"but then it raises the question of - would my optimizer be giving grads of Nan if the lr was not 0"},"1006642338833121373":{"u":1,"t":1660072636088,"m":"try gradient clipping? it helps with exploding gradients","te":1660072643229},"1006642349125939241":{"u":2,"t":1660072638542,"m":"so this is actually really tuff - if i am understanding everything correctly"},"1006642438141661305":{"u":2,"t":1660072659765,"m":"there was like no indication lmao","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1006642437843849226/Screen_Shot_2022-08-09_at_12.17.34_PM.png"}]},"1006642489136005311":{"u":2,"t":1660072671923,"m":"-6e-09 to nan lmao"},"1006643138628173915":{"u":19,"t":1660072826774,"m":"huh"},"1006643209365102753":{"u":19,"t":1660072843639,"m":"share code","r":"1006642349125939241"},"1006643318043713536":{"u":19,"t":1660072869550,"m":"also try logging your model gradients in wandb"},"1006643353540120616":{"u":19,"t":1660072878013,"m":"literally just one line: wandb.log(model)"},"1006661921937834094":{"u":0,"t":1660077305064,"m":"if grad clipping doesn't work try printing out the intermediate outputs of ur model","te":1660078335657,"r":"1006642349125939241"},"1006661947212693545":{"u":0,"t":1660077311090,"m":"during forward prop","te":1660077312871},"1006668310097702922":{"u":2,"t":1660078828120,"m":"nah i figured it out lmao its chill"},"1006669710751961168":{"u":0,"t":1660079162062,"m":"oh"},"1006669727755685898":{"u":0,"t":1660079166116,"m":"wait what happened im interested lol"},"1006680465933082748":{"u":2,"t":1660081726297,"m":"forgot to call `.detach()`","r":"1006669727755685898"},"1006681215778164756":{"u":0,"t":1660081905074,"m":"lmao"},"1006682122725109861":{"u":2,"t":1660082121307,"m":"oh yeah"},"1006682181277585511":{"u":2,"t":1660082135267,"m":"`with torch.no_grad()` saves so much memory"},"1006731877647921232":{"u":4,"t":1660093983805,"m":"Omagah this","r":"1006682181277585511"},"1006731940881244210":{"u":4,"t":1660093998881,"m":"There was this article on ways to stop PyTorch memory leak"},"1006731969775808646":{"u":4,"t":1660094005770,"m":"I did all the fixes"},"1006731992664117248":{"u":4,"t":1660094011227,"m":"It stopped my memory leak"},"1006732088294248488":{"u":4,"t":1660094034027,"m":"Make sure to do loss.detach when collecting an array of loss"},"1006741484214697984":{"u":0,"t":1660096274189,"m":"dang","te":1660096291533},"1006741498810875974":{"u":0,"t":1660096277669,"m":"ronak getting ml pilled"},"1006741509363732541":{"u":0,"t":1660096280185,"m":"i got svelte pilled"},"1006741521543995393":{"u":0,"t":1660096283089,"m":"so much better than react"},"1006749637706797087":{"u":2,"t":1660098218133,"m":"i take credit for this","r":"1006741509363732541"},"1006749760901894164":{"u":2,"t":1660098247505,"m":"example of ai bias in dalle:","te":1660098259535,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1006749760520196166/Screen_Shot_2022-08-09_at_7.24.01_PM.png"}]},"1006749788341031054":{"u":1,"t":1660098254047,"m":"lol"},"1006752777394995310":{"u":4,"t":1660098966693,"m":"less gooo","r":"1006741509363732541"},"1006752800421724251":{"u":4,"t":1660098972183,"m":"do u pronounce svelte"},"1006752853152501800":{"u":0,"t":1660098984755,"m":">svelt or sveltay"},"1006752872995758191":{"u":4,"t":1660098989486,"m":"a. svelt\nb. svel-tei\nc. svelt-uh"},"1006752886568521738":{"u":1,"t":1660098992722,"m":"c"},"1006752937512534056":{"u":4,"t":1660099004868,"m":"<@911724374577520691> how do u pronounce"},"1006752947717279866":{"u":4,"t":1660099007301,"m":"a, b, or c"},"1006752956940550225":{"u":4,"t":1660099009500,"m":"we need to know"},"1006752968936280144":{"u":0,"t":1660099012360,"m":"a"},"1006753044286931014":{"u":4,"t":1660099030325,"m":"ok and marc is always wrong, therefore by the transitive property, a is wrong"},"1005349096950870016":{"u":4,"t":1659764303196,"m":"There’s a bot Candy made that pings kento the entire Bible"},"1005349119138734191":{"u":4,"t":1659764308486,"m":"Like one line one ping"},"1005378713069817898":{"u":2,"t":1659771364229,"m":"why bible"},"1005413605270892564":{"u":19,"t":1659779683178,"m":"on god"},"1006014034639863818":{"u":14,"t":1659922836695,"m":"https://www.youtube.com/watch?v=TKBo20RNNrE","e":[{"url":"https://www.youtube.com/watch?v=TKBo20RNNrE","type":"video"}]},"1006014326282399764":{"u":14,"t":1659922906228,"m":"lmao"},"1006254386240036965":{"u":10,"t":1659980140982,"m":"alright so it's at 11am"},"1006391486033694841":{"u":4,"t":1660012828120,"r":"1006273968841433148"},"1006396199642869770":{"u":19,"t":1660013951932,"r":"1006273968841433148"},"1006461902219640902":{"u":19,"t":1660029616647,"m":"For transformers, are gradients in the thousands common"},"1006461929264525372":{"u":19,"t":1660029623095,"m":"not sure if my model is exploding or not"},"1006462133225148426":{"u":19,"t":1660029671723,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1006462132570824725/Screen_Shot_2022-08-09_at_12.20.56_AM.png"}]},"1006605756528853033":{"u":2,"t":1660063914187,"m":"whats ur learning rate"},"1006605769598312468":{"u":2,"t":1660063917303,"m":"and average weight magnitude"},"1006605823750979615":{"u":2,"t":1660063930214,"m":"if it's like 0.01 and 2, that's not that good lmao"},"1006608506272633083":{"u":2,"t":1660064569777,"m":"feels bad man im literally in the same boat too:","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1006608446604443668/Screen_Shot_2022-08-09_at_10.02.21_AM.png"}],"r":"1006462133225148426"},"1006614823322271824":{"u":19,"t":1660066075879,"m":"LMFAO IT'S FUCKING 5E-6","r":"1006605756528853033"},"1006614972467511356":{"u":19,"t":1660066111438,"m":"gradient clipping?","r":"1006608506272633083"},"1006617139903475743":{"u":2,"t":1660066628195,"m":"oh damn","r":"1006614823322271824"},"1006617174477111346":{"u":2,"t":1660066636438,"m":"i was using 5e-6 and this wasnt happening"},"1006617275765374976":{"u":2,"t":1660066660587,"m":"but then i bumped it up to 1e-4 and it was happening"},"1006617396804599888":{"u":19,"t":1660066689445,"m":"what the fuck"},"1006617410696134656":{"u":19,"t":1660066692757,"m":"what transformer are you training"},"1006618097752490024":{"u":2,"t":1660066856564,"m":"i aint training a transformer"},"1006618117629296741":{"u":2,"t":1660066861303,"m":"basic-ass CNN model"},"1006618210541514962":{"u":0,"t":1660066883455,"m":"if something like that happens it may be smthn with ur optimizer btw <@456226577798135808>"},"1006618244653780992":{"u":0,"t":1660066891588,"m":"like ru using adamw"},"1006618261057708042":{"u":19,"t":1660066895499,"m":"yeah"},"1006618287486021793":{"u":19,"t":1660066901800,"m":"adamw with cosine warmup 1000 steps"},"1006618307253772308":{"u":19,"t":1660066906513,"m":"with bias correction"},"1006618360882155561":{"u":0,"t":1660066919299,"m":"uhhh which transformer u training"},"1006618538615787520":{"u":19,"t":1660066961674,"m":"Deberta v3 large"},"1006618546786287658":{"u":19,"t":1660066963622,"m":"that's prob why"},"1006618950458675240":{"u":19,"t":1660067059865,"m":"also 5e-6 with layerwise decay"},"1006618958868258917":{"u":19,"t":1660067061870,"m":"forgot to mention"},"1006619094990213161":{"u":0,"t":1660067094324,"m":"hmmm it could be smthn else in ur pipeline or smthn"},"1006619194160328794":{"u":0,"t":1660067117968,"m":"if smthn like that ever happens, i try setting to lr to 0 to make sure it isn't that, and if ur grads are still messed up then u know the lr wasnt the cause"},"1006619753856630785":{"u":19,"t":1660067251410,"m":"smart"},"1006619794818216087":{"u":19,"t":1660067261176,"m":"i am able to train other models with the same configuration though"},"1006619812434301140":{"u":19,"t":1660067265376,"m":"and their loss goes to zero"},"1006621864350732308":{"u":2,"t":1660067754591,"m":"bootcamp in 5 min lmao"},"1006622444242620468":{"u":4,"t":1660067892848,"m":"Boot camp in 2 min"},"1006622680675520582":{"u":2,"t":1660067949218,"m":"wait yo lessgoo"},"1006622693237456936":{"u":2,"t":1660067952213,"m":"ronak is joining us"},"1006623706384171088":{"u":12,"t":1660068193766,"m":"could somebody send the link again?"},"1006624076225318984":{"u":0,"t":1660068281943,"m":"<#998413177794609192>","r":"1006623706384171088"},"1006624276373315724":{"u":4,"t":1660068329662,"m":"https://tenor.com/view/no-giga-chad-no-gif-21613582","e":[{"url":"https://tenor.com/view/no-giga-chad-no-gif-21613582","type":"gifv"}],"r":"1006622693237456936"},"1006625296004436018":{"u":2,"t":1660068572761,"m":"ronak i no see u","r":"1006624276373315724"},"1006625321761652776":{"u":2,"t":1660068578902,"m":"leave ur software dev job and learn ml lmao"},"1005162259137445989":{"u":2,"t":1659719757590,"m":"jupyter notebook is a file format, visual studio is an editor the fck"},"1005162318373601360":{"u":2,"t":1659719771713,"m":"thats like saying python isn't professional unless you use it in visual studio"},"1005164672149893180":{"u":0,"t":1659720332897,"m":"both are professional, but JN is better for quick and dirty implementations","r":"1005159388509651095"},"1005164720279519312":{"u":0,"t":1659720344372,"m":"and also for presenting ML concepts since it supports markdown cells and math jax","te":1659720357345},"1005165507256799302":{"u":2,"t":1659720532002,"m":"visual studios?"},"1005165525476855828":{"u":2,"t":1659720536346,"m":"thats not comparable to a JN"},"1005165571303809216":{"u":2,"t":1659720547272,"m":"thats not a language lmao"},"1005166228165369968":{"u":14,"t":1659720703880,"m":"STOP PINGING OFFICER","r":"1005148505104449616"},"1005166280296382525":{"u":14,"t":1659720716309,"m":"I TOLD U THIS ALREADY"},"1005166334251909161":{"u":14,"t":1659720729173,"m":"how is this a valid reason to ping officer Wtf lmao"},"1005166493090197626":{"u":14,"t":1659720767043,"m":"Questions regarding ml are not things u ping a officers for"},"1005166639626596415":{"u":14,"t":1659720801980,"m":"U ping officers when there's an urgent matter that requires immediate attention, like someone sending spam in the server that needs to be banned"},"1005166683691950210":{"u":14,"t":1659720812486,"m":"Not asking what tech stack people prefer"},"1005166991310606397":{"u":14,"t":1659720885828,"m":"Also imma remove myself from the officer role cuz i am no longer lmao"},"1005167708679188540":{"u":14,"t":1659721056862,"m":"wait i cant remove myself"},"1005167738857214004":{"u":14,"t":1659721064057,"m":"<@693169435279622315> can u remove the role for me"},"1005174057903337542":{"u":10,"t":1659722570635,"m":"wtf","r":"1005166493090197626"},"1005174076135972995":{"u":10,"t":1659722574982,"m":"i asked about rhe bootcamp"},"1005174195661050047":{"u":10,"t":1659722603479,"m":"how is it not a valid thing to ping for"},"1005174527178838096":{"u":14,"t":1659722682519,"m":"this doesn't require URGENT attention","r":"1005174195661050047"},"1005174552692805692":{"u":14,"t":1659722688602,"m":"pings are for urgent things only my guy"},"1005174617507385344":{"u":14,"t":1659722704055,"m":"this is very basic discord etiquette"},"1005174687707430943":{"u":14,"t":1659722720792,"m":"u dont need to know if ur gonna use vsc or jupyter right this second"},"1005174733865758852":{"u":10,"t":1659722731797,"m":"oh"},"1005174740090114048":{"u":10,"t":1659722733281,"m":"sorry"},"1005174924719161375":{"u":10,"t":1659722777300,"m":"i wont anymore"},"1005175525809061898":{"u":10,"t":1659722920611,"m":"ok wel","r":"1005162259137445989"},"1005175579500367922":{"u":10,"t":1659722933412,"m":"would it be better to run code in a notebook","te":1659722944136},"1005175639042687158":{"u":10,"t":1659722947608,"m":"or visual studios"},"1005175797448986654":{"u":10,"t":1659722985375,"m":"alr i see","r":"1005164672149893180"},"1005176067344056320":{"u":14,"t":1659723049723,"m":"visual studio or visual studio code"},"1005176134268358686":{"u":14,"t":1659723065679,"m":"and also vsc has jupyter built in so"},"1005176194133671956":{"u":14,"t":1659723079952,"m":"u could code in a jupyter notebook inside vscode"},"1005177259457519700":{"u":10,"t":1659723333945,"m":"visual studio code 2","r":"1005176067344056320"},"1005177284279414909":{"u":10,"t":1659723339863,"m":"ohh","r":"1005176194133671956"},"1005177293834031148":{"u":10,"t":1659723342141,"m":"i see"},"1005177354689204244":{"u":10,"t":1659723356650,"m":"so vscode is better in every aspect 👍👍👍","re":[{"c":1,"n":"😍"},{"c":2,"n":"💯"}]},"1005188615116173393":{"u":2,"t":1659726041345,"m":"<@976957834212286564> damn how did u make kento angry lmao","r":"1005166228165369968"},"1005188667205230602":{"u":2,"t":1659726053764,"m":"in the 1.5 years ive known him, i have never seen him this angry lolmao"},"1005188785904033953":{"u":14,"t":1659726082064,"m":"i aint angry lmao"},"1005188804379938918":{"u":2,"t":1659726086469,"m":"ALL CAPS"},"1005188850475339846":{"u":14,"t":1659726097459,"m":"THAT DOESNT MEAN IM ANGRY IM JUST SHOUTING"},"1005188912597172445":{"u":2,"t":1659726112270,"m":"I TOLD U THIS ALREADY"},"1005188920281141388":{"u":2,"t":1659726114102,"m":"> im not angry lmao"},"1005189159524245534":{"u":2,"t":1659726171142,"m":"interactive scripts in vscode are better than notebooks or scripts","te":1659726182128,"r":"1005175579500367922"},"1005305365568700517":{"u":4,"t":1659753876822,"m":"Get pingie wingied","r":"1005166228165369968"},"1005305519117959168":{"u":4,"t":1659753913431,"m":"<@976957834212286564> ping <@449366472704393216> as much as possible"},"1005345653221765120":{"u":2,"t":1659763482147,"m":"we actually created a bot for this","r":"1005305519117959168"},"1005345661962698792":{"u":2,"t":1659763484231,"m":"right <@744266249684648116>"},"1005349008019050527":{"u":4,"t":1659764281993,"m":"Not the one you’re thinking of","r":"1005345653221765120"},"1003005720649793616":{"u":2,"t":1659205598748,"m":"he is the master oogway"},"1003008306450792640":{"u":4,"t":1659206215251,"m":"oi i look 30 but i swear im young","r":"1003005720649793616"},"1003009600074825758":{"u":2,"t":1659206523675,"m":"lmfao"},"1003070279771246643":{"u":19,"t":1659220990842,"m":"Reading arxiv on the beach feeling good","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1003070279641202799/IMG_0744.jpg"}]},"1003073446944702506":{"u":1,"t":1659221745955,"m":"wowza"},"1003073470474747934":{"u":1,"t":1659221751565,"m":"the grind never stops"},"1003078332465827860":{"u":2,"t":1659222910754,"m":"yo thats hella poog","r":"1003070279771246643"},"1003078433812783214":{"u":2,"t":1659222934917,"m":"it wud be nice if the background in vscode is like a moving wave"},"1003105825587474452":{"u":14,"t":1659229465625,"m":"U like me fr fr","r":"1003070279771246643","re":[{"c":2,"n":"🤝"}]},"1003105860677013544":{"u":14,"t":1659229473991,"m":"I do the same sht lmao"},"1003106856861970492":{"u":22,"t":1659229711500,"m":"🤓 behavior"},"1003106862096461914":{"u":22,"t":1659229712748,"m":"not even cap"},"1003110318949531739":{"u":0,"t":1659230536926,"m":"same"},"1003110374066896916":{"u":0,"t":1659230550067,"m":"my parents dont let me take my computer outside tho so i use my grandma's phone"},"1003114783438032978":{"u":19,"t":1659231601343,"m":"bro stfu","r":"1003106856861970492"},"1003114811766349895":{"u":19,"t":1659231608097,"m":"it was a good paper"},"1003114861624053832":{"u":19,"t":1659231619984,"m":"yikes","r":"1003110374066896916"},"1003116691317866566":{"u":22,"t":1659232056217,"m":"no need to be shameful for being a nerd"},"1003135359665836102":{"u":19,"t":1659236507098,"m":"https://tenor.com/view/sad-meme-gif-22168680","e":[{"url":"https://tenor.com/view/sad-meme-gif-22168680","type":"gifv"}]},"1003505868458958848":{"u":32,"t":1659324843278,"m":"so true facts"},"1003505892307783740":{"u":32,"t":1659324848964,"m":"keep slaying the house!"},"1003505904366395393":{"u":32,"t":1659324851839,"m":"girlboss queen pop off"},"1003506787682615306":{"u":27,"t":1659325062438,"m":"ogae"},"1003561638869352468":{"u":33,"t":1659338139980,"r":"1003505772749131836"},"1003578448536682548":{"u":1,"t":1659342147717,"m":"aaa its cattermelon","r":"1003505892307783740"},"1003713862069145641":{"u":19,"t":1659374432819,"m":"for bert or its variants have you guys ever ran into basically uniform logits for each input"},"1003713942654308493":{"u":19,"t":1659374452032,"m":"It's pissing me off","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1003713942113239040/Screen_Shot_2022-08-01_at_10.20.48_AM.png"}]},"1003713969988567131":{"u":19,"t":1659374458549,"m":"All the outputs are the exact same","te":1659374603382},"1003714090570616862":{"u":19,"t":1659374487298,"m":"Btw i'm following the hyp parameter configuration as specified in the paper"},"1003721568960127056":{"u":2,"t":1659376270285,"m":"papers deez days be like","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1003721568670728202/Screen_Shot_2022-08-01_at_10.51.04_AM.png"}]},"1003723327984115833":{"u":19,"t":1659376689669,"m":"*proceeds to cherry pick validation results and train previously sota models with shitty hyp parameter configurations","r":"1003721568960127056"},"1003724305701552188":{"u":2,"t":1659376922775,"m":"omegalul"},"1003724433858498662":{"u":2,"t":1659376953330,"m":"altho in the appendix material papers usually shud go over hyperparam configs for all runs"},"1003724520777064598":{"u":19,"t":1659376974053,"m":"lies"},"1004404821694091294":{"u":19,"t":1659539170431,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1004404821194977300/Screen_Shot_2022-08-03_at_8.05.44_AM.png"}]},"1004433598998393003":{"u":0,"t":1659546031475,"m":"result: all development comes to a halt"},"1004439294657691689":{"u":2,"t":1659547389426,"m":"at least this aint stack overflow"},"1004439305277685901":{"u":2,"t":1659547391958,"m":"cud be much much worse"},"1005148505104449616":{"u":10,"t":1659716478373,"m":"<@&955307612117815357> r we going to be using visual studio or jupyter notebook or what"},"1005148537841008640":{"u":10,"t":1659716486178,"m":"and this is a valid reason to ping i think"},"1005151936087064667":{"u":0,"t":1659717296383,"m":"try to put these queries in <#998413177794609192> lmao","r":"1005148505104449616"},"1005151970065137685":{"u":0,"t":1659717304484,"m":"but yeah we'll be using jupyter notebooks/colab"},"1005159275146002502":{"u":10,"t":1659719046151,"m":"bruh"},"1005159355605319690":{"u":10,"t":1659719065334,"m":"why not visual studios"},"1005159388509651095":{"u":10,"t":1659719073179,"m":"is jupyter notebook even professional"},"1005159430171656192":{"u":10,"t":1659719083112,"m":"o sry","r":"1005151936087064667"},"1005162184814383194":{"u":2,"t":1659719739870,"m":"bruh","r":"1005159388509651095"},"1005162219207676035":{"u":2,"t":1659719748070,"m":"if u asked this question on stack overflow u would have been killed no cap"},"1002994202298306580":{"u":4,"t":1659202852559,"m":"just make websites and games and apps after school, it's fun and apparently colleges like it and it's fun lmao"},"1002994298603716699":{"u":4,"t":1659202875520,"m":"i hate competition cs i don't like to spend time on that stuff"},"1002994342211887194":{"u":10,"t":1659202885917,"m":"lmaoo yeah im on the website grind rn"},"1002994345860927599":{"u":4,"t":1659202886787,"m":"which grade u in?"},"1002994362956922891":{"u":10,"t":1659202890863,"m":"rising junior"},"1002994375200088104":{"u":4,"t":1659202893782,"m":"ah"},"1002994472713474168":{"u":10,"t":1659202917031,"m":"i'll be honest i had no idea what to do my soph year"},"1002994486697263265":{"u":10,"t":1659202920365,"m":"i kinda slacked off"},"1002994512102174720":{"u":10,"t":1659202926422,"m":"but i'm going to catch up"},"1002994523900743791":{"u":10,"t":1659202929235,"m":"this summer"},"1002994554246537257":{"u":10,"t":1659202936470,"m":"already made websites for organizations"},"1002994565659238420":{"u":10,"t":1659202939191,"m":"👍"},"1002994602585890987":{"u":4,"t":1659202947995,"m":"dw just vibe and spend a lot of time on stuff u like to do and ul get far"},"1002994670751731732":{"u":10,"t":1659202964247,"m":"hehe thx"},"1002994697985347594":{"u":10,"t":1659202970740,"m":"yknow what's interesting?"},"1002994729459404820":{"u":10,"t":1659202978244,"m":"you siad the exact opposite thing that"},"1002994740804984852":{"u":10,"t":1659202980949,"m":"sumedh shenoy told me"},"1002994766771929129":{"u":4,"t":1659202987140,"m":"lmaoo"},"1002994775349264434":{"u":10,"t":1659202989185,"m":"he said he just grinded olympiads"},"1002994784274743377":{"u":4,"t":1659202991313,"m":"different goals"},"1002994822874923089":{"u":4,"t":1659203000516,"m":"if u wanna go to mit do what sumedh said"},"1002994851006132264":{"u":10,"t":1659203007223,"m":"to be fair though he seems to be literally talented at them, and told me he didn't really recommend his path"},"1002994881960103956":{"u":10,"t":1659203014603,"m":"true, but too late now","r":"1002994822874923089"},"1002994921357189121":{"u":10,"t":1659203023996,"m":"olympiads = too much time commitment","te":1659203049549},"1002995035576475929":{"u":4,"t":1659203051228,"m":"like i just don't like competitions, if u like them then do them, if u don't then just stop doing them or spend minimal effort on them"},"1002995104866369546":{"u":10,"t":1659203067748,"m":"yeah"},"1002995120351756349":{"u":10,"t":1659203071440,"m":"i'll think abt what you said"},"1002995142397018143":{"u":10,"t":1659203076696,"m":"i kinda hate olympiads lol"},"1002995168569470987":{"u":10,"t":1659203082936,"m":"usaco is not fun"},"1002995247825043516":{"u":4,"t":1659203101832,"m":"ye u shouldn't do stuff that's gonna make u not like cs"},"1002995322710151228":{"u":10,"t":1659203119686,"m":"yeah"},"1002995353399853146":{"u":10,"t":1659203127003,"m":"i thought abt it like this thoug"},"1002995358454001664":{"u":10,"t":1659203128208,"m":"like"},"1002995394734723072":{"u":10,"t":1659203136858,"m":"usaco is kind of like the SAT of CS"},"1002995454159638528":{"u":10,"t":1659203151026,"m":"basically it shows your level of qualification for it or smth"},"1002995566608924803":{"u":4,"t":1659203177836,"m":"there's a diff between the cs u need to do usaco and the cs u need to do in order to function at ur daily job"},"1002995601824284702":{"u":4,"t":1659203186232,"m":"for usaco, that's such a heavy focus on algorithmic cs"},"1002995705218084934":{"u":4,"t":1659203210883,"m":"which is not rlllly that important at a daily job besides knowing silver-level usaco i would say"},"1002995798994337852":{"u":10,"t":1659203233241,"m":"true, i heard the google job interview is basically usaco bronze"},"1002995852622696448":{"u":4,"t":1659203246027,"m":"at a job, u may need to know other areas of cs like parallelism, mashine learning, webdev, good code organization, testing"},"1002995874772832327":{"u":4,"t":1659203251308,"m":", functional programming, etc."},"1002995897363353640":{"u":10,"t":1659203256694,"m":"right"},"1002995987746398298":{"u":10,"t":1659203278243,"m":"what's parallelism?"},"1002996034521268274":{"u":4,"t":1659203289395,"m":"uk how ur computer has multiple cores"},"1002996062077845574":{"u":4,"t":1659203295965,"m":"parallelism is running multiple things at the same time"},"1002996288687702036":{"u":4,"t":1659203349993,"m":"there are a few ways of doing a sort of parallelism, u can either use threads and actually run multiple parts of ur program at the same time to speed it up, or u can use an event loop and do stuff while waiting for network io/other stuff"},"1002996535841259521":{"u":4,"t":1659203408919,"m":"parallelism is like one of the biggest ways to speed up your apps that is used in software, but usaco doesn't test anything about it"},"1002996780075581501":{"u":10,"t":1659203467149,"m":"ah cool"},"1002996831757795422":{"u":10,"t":1659203479471,"m":"never heard of it, i'll do some research","re":[{"c":1,"n":"👍"}]},"1003005670804701284":{"u":2,"t":1659205586864,"m":"listen to <@744266249684648116>"},"1002992897601310781":{"u":4,"t":1659202541495,"m":"what u need that c++ doesn't have"},"1002992923673104535":{"u":4,"t":1659202547711,"m":"c++ has binary search already implemented"},"1002992941226274979":{"u":10,"t":1659202551896,"m":"exactly"},"1002992959672815687":{"u":10,"t":1659202556294,"m":"wait what division r u"},"1002992995152433313":{"u":4,"t":1659202564753,"m":"i was 1 test case from passing to gold"},"1002992998184931368":{"u":4,"t":1659202565476,"m":"lmao"},"1002993012491698216":{"u":4,"t":1659202568887,"m":"still salty"},"1002993018573426808":{"u":10,"t":1659202570337,"m":"what university are you at"},"1002993031777108148":{"u":10,"t":1659202573485,"m":"RIP","r":"1002992995152433313"},"1002993046553641082":{"u":4,"t":1659202577008,"m":"i did usaco when i was in 11th and rage quit after that"},"1002993088341491872":{"u":4,"t":1659202586971,"m":"ucla","r":"1002993018573426808"},"1002993162874273896":{"u":10,"t":1659202604741,"m":"my dream school 😭"},"1002993183657050232":{"u":10,"t":1659202609696,"m":"but im nowhere near as smart"},"1002993189394849835":{"u":4,"t":1659202611064,"m":"u got this bro"},"1002993229035229245":{"u":10,"t":1659202620515,"m":"literally been grinding usaco for years now"},"1002993243417493545":{"u":10,"t":1659202623944,"m":"haven't gotten gold","te":1659202634396},"1002993286635593738":{"u":4,"t":1659202634248,"m":"like r u in silver or r u trying to pass to gold?"},"1002993296462848030":{"u":4,"t":1659202636591,"m":"oh"},"1002993309993672765":{"u":10,"t":1659202639817,"m":"yeah im in silver"},"1002993313948913664":{"u":4,"t":1659202640760,"m":"usaco.guide"},"1002993321611886693":{"u":10,"t":1659202642587,"m":"bronze was so clap"},"1002993329593651263":{"u":4,"t":1659202644490,"m":"best site"},"1002993345330684055":{"u":10,"t":1659202648242,"m":"true","r":"1002993313948913664"},"1002993362825117706":{"u":4,"t":1659202652413,"m":"they have a lotta training problems"},"1002993365912145930":{"u":10,"t":1659202653149,"m":"but these ddays problems are harder"},"1002993392927637675":{"u":4,"t":1659202659590,"m":"oh rlly this year is harder?"},"1002993421071433759":{"u":4,"t":1659202666300,"m":"how hard is it from a scale of 1 to benqi"},"1002993422380060692":{"u":10,"t":1659202666612,"m":"like wtf i have sliding windows problems even tho that's gold"},"1002993480034963497":{"u":10,"t":1659202680358,"m":"lol idk but ppl sya usaco is getting harder","r":"1002993421071433759"},"1002993482757054464":{"u":4,"t":1659202681007,"m":"sliding windows is gold? isn't that silver"},"1002993514197561354":{"u":10,"t":1659202688503,"m":"and i have like 8 tests cases each time"},"1002993517678841967":{"u":10,"t":1659202689333,"m":"so idk"},"1002993542328762419":{"u":10,"t":1659202695210,"m":"nah it's gold","r":"1002993482757054464"},"1002993579322515506":{"u":10,"t":1659202704030,"m":"according to usaco guide at least"},"1002993591586656266":{"u":4,"t":1659202706954,"m":"the year before i did usaco, it was super hard then my year it got a bit easier then idk what happened","r":"1002993480034963497"},"1002993689418809374":{"u":4,"t":1659202730279,"m":"wait sliding windows is the thing where when u shift the window you minus the thing that left the window and add the thing that was added to it right"},"1002993733702266905":{"u":10,"t":1659202740837,"m":"yeah that thing"},"1002993741981818950":{"u":4,"t":1659202742811,"m":"also u can do that stuff with prefix sums which is def silver"},"1002993775318138953":{"u":10,"t":1659202750759,"m":"yeah"},"1002993812311920771":{"u":10,"t":1659202759579,"m":"btw what did u do besides usaco"},"1002993827612721213":{"u":10,"t":1659202763227,"m":"like"},"1002993837171548191":{"u":10,"t":1659202765506,"m":"ECs and stuff"},"1002993877600440482":{"u":10,"t":1659202775145,"m":"or did u just take college classes and have good grades/sat"},"1002993883107565578":{"u":4,"t":1659202776458,"m":"open  source, science olympiad, chess"},"1002993911276515523":{"u":10,"t":1659202783174,"m":"godamn"},"1002993919195349083":{"u":10,"t":1659202785062,"m":"yeah thx"},"1002993931203653765":{"u":10,"t":1659202787925,"m":"asian male cs"},"1002993938451415102":{"u":10,"t":1659202789653,"m":"it's hard for me"},"1002994008529834054":{"u":4,"t":1659202806361,"m":"it's not that hard if u just do a lot of cs projects on the side"},"1002994020441661531":{"u":4,"t":1659202809201,"m":"it's rlly fun"},"1002107394945458226":{"u":4,"t":1658991421210,"m":"and use vim"},"1002107465141334078":{"u":0,"t":1658991437946,"m":"i use nano 💀","r":"1002107394945458226"},"1002107641855746168":{"u":22,"t":1658991480078,"m":"vim is too hard to learn"},"1002107648096870450":{"u":22,"t":1658991481566,"m":"nano is easy"},"1002107739029385216":{"u":0,"t":1658991503246,"m":"real"},"1002110022278463578":{"u":2,"t":1658992047615,"m":"Vim is so good"},"1002110024975401041":{"u":2,"t":1658992048258,"m":"wdym"},"1002110974146396190":{"u":22,"t":1658992274558,"m":"bro u gotta get ur phd in cs before u can touch vim"},"1002111018664726538":{"u":22,"t":1658992285172,"m":"i aint got time for that nano works find for quick edits"},"1002111184570429490":{"u":2,"t":1658992324727,"m":"vim is my default tho"},"1002111571541106729":{"u":22,"t":1658992416988,"m":"yeah ofc it is and u probably have a phd in cs"},"1002112975404011530":{"u":2,"t":1658992751695,"m":"wait is the stereotype like vim is smarter"},"1002113035307069470":{"u":2,"t":1658992765977,"m":"i think vim is the defualt on mac lao"},"1002113127430766633":{"u":2,"t":1658992787941,"m":"vim is just `i` to be able to edit, arrows to move, and `:wq!` and save the file"},"1002113708736118956":{"u":22,"t":1658992926535,"m":"yeah u need a phd to use it"},"1002113723000946709":{"u":22,"t":1658992929936,"m":"nano is so easy"},"1002113729846067272":{"u":22,"t":1658992931568,"m":"u cant go wrong","te":1658992933353},"1002307381792878732":{"u":2,"t":1659039101790,"m":"what r nano commands"},"1002383172505456780":{"u":4,"t":1659057171704,"m":"Let’s go I got phd before <@449366472704393216>","r":"1002113708736118956","re":[{"c":2,"n":"😆"}]},"1002470167374204968":{"u":19,"t":1659077912897,"m":"is huggingface down wtf"},"1002620718581825627":{"u":2,"t":1659113807102,"m":"finally got access to dalle2","te":1659113811569,"re":[{"c":2,"n":"🔥"}]},"1002620724458029076":{"u":2,"t":1659113808503,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002620724197986384/Screen_Shot_2022-07-29_at_9.56.38_AM.png"}]},"1002621184183124030":{"u":2,"t":1659113918110,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002621183805632642/Screen_Shot_2022-07-29_at_9.58.32_AM.png"}]},"1002758753290039378":{"u":19,"t":1659146717141,"m":"is your pfp a gan generated seal","r":"1002620718581825627"},"1002758806226341928":{"u":19,"t":1659146729762,"m":"looks a bit sus"},"1002782171506946178":{"u":2,"t":1659152300479,"m":"SEALION"},"1002782190897217716":{"u":2,"t":1659152305102,"m":"cuz I made sealion"},"1002800067939405834":{"u":0,"t":1659156567321,"m":"unironically better than sklearn"},"1002853420920733786":{"u":2,"t":1659169287663,"m":"thx"},"1002853457016934452":{"u":2,"t":1659169296269,"m":"https://github.com/novak-99/MLPP","e":[{"url":"https://github.com/novak-99/MLPP","type":"article"}]},"1002853477162160228":{"u":2,"t":1659169301072,"m":"ML library marc made with 1000 stars!","te":1659169307668},"1002855113733451816":{"u":0,"t":1659169691261,"m":"lmao"},"1002855164148981760":{"u":0,"t":1659169703281,"m":"it's mainly thx to reddit"},"1002856206752301126":{"u":14,"t":1659169951857,"m":"i aint gonna lie i didnt think mlpp would take off so hard"},"1002856285584228442":{"u":14,"t":1659169970652,"m":"usually niche things dont do so well on social media"},"1002856295919005756":{"u":14,"t":1659169973116,"m":"but ig i was wrong"},"1002856678267551774":{"u":0,"t":1659170064275,"m":"bruh same 💀"},"1002857153507373076":{"u":0,"t":1659170177581,"m":"the reddit bot which tweets posts from the sub that usually gets no engagement got like 400 likes on mine lol"},"1002857158355984415":{"u":22,"t":1659170178737,"m":"mfs having arguments in github issues"},"1002857384290557983":{"u":0,"t":1659170232604,"m":"real"},"1002912345833615380":{"u":19,"t":1659183336457,"m":"LMAO","r":"1002782171506946178"},"1002912423713443942":{"u":19,"t":1659183355025,"m":"But is it a gan????"},"1002991197087858688":{"u":4,"t":1659202136061,"m":"c++ users are so desperate for any validation that their language has a crumb of usefulness so they jump at any project with a chance of making c++ useful","r":"1002856206752301126"},"1002991325672657027":{"u":4,"t":1659202166718,"m":"<@911724374577520691> is c++ useful"},"1002992615043637319":{"u":10,"t":1659202474128,"m":"for usaco it is","r":"1002991325672657027"},"1002992617149173930":{"u":10,"t":1659202474630,"m":"uh"},"1002992656152014899":{"u":10,"t":1659202483929,"m":"better than java but my dad forces me to use java"},"1002992810091348048":{"u":10,"t":1659202520631,"m":"cuz he says he has more built-in methods 😭"},"1002992834158264400":{"u":4,"t":1659202526369,"m":"lmao wut"},"1002992858627833976":{"u":4,"t":1659202532203,"m":"c++ goated for usaco"},"1002100116569722940":{"u":2,"t":1658989685910,"m":"that means no code reusability"},"1002100158353387540":{"u":0,"t":1658989695872,"m":"uhhh more like python interpreter"},"1002100188682399785":{"u":2,"t":1658989703103,"m":"ye so basically a notebook tho"},"1002100224824725524":{"u":2,"t":1658989711720,"m":"so ig u can use libraries ur just gonna write code tediously tho"},"1002100266331557929":{"u":2,"t":1658989721616,"m":"and uk u accidentally press one character and the code ur writing disappears"},"1002100454961971230":{"u":0,"t":1658989766589,"m":"nah coz octave has this thing called octave forge","r":"1002100224824725524"},"1002100528253239326":{"u":0,"t":1658989784063,"m":"which makes installing and configuring libs rly easy so no env necessary"},"1002100664798810224":{"u":0,"t":1658989816618,"m":"but yea octave and matlab are meant for like quick and dirty implementations like u shudnt be creating an entire ml pipeline in them lol"},"1002100938028367992":{"u":2,"t":1658989881761,"m":"aight this seem cringe lmao"},"1002100972551688237":{"u":2,"t":1658989889992,"m":"cuz if u need to ever share work or quickly access the internet"},"1002101005518901350":{"u":2,"t":1658989897852,"m":"u can do that with python"},"1002101120526729217":{"u":0,"t":1658989925272,"m":"wait this is the same with JN though","r":"1002100938028367992"},"1002101208984592454":{"u":0,"t":1658989946362,"m":"it's possible to, but not particularly a good idea to create whole pipelines in JN outside of demo or research purposes"},"1002101272213725194":{"u":2,"t":1658989961437,"m":"uh u can if u use this really smart thing called interactive scripts"},"1002101396549681272":{"u":2,"t":1658989991081,"m":"e.g."},"1002101467731210291":{"u":2,"t":1658990008052,"m":"this line of code imports other stuff from other code written - totally cant do this in a JN","te":1658990075158,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002101467446005760/Screen_Shot_2022-07-27_at_11.33.15_PM.png"}]},"1002101528687022140":{"u":2,"t":1658990022585,"m":"but i can run it here","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002101528389222410/Screen_Shot_2022-07-27_at_11.33.37_PM.png"}]},"1002101696811503626":{"u":2,"t":1658990062669,"m":"so like ig what im saying is python just got better flexibility than octave cuz u can import from other files + access more tings"},"1002102917182017567":{"u":0,"t":1658990353628,"m":"havent heard of this wdym by interactive scripts","r":"1002101272213725194"},"1002102941370560622":{"u":2,"t":1658990359395,"m":"OK so basically"},"1002102951432691822":{"u":2,"t":1658990361794,"m":"im gonna red pill u rn"},"1002102954448388176":{"u":2,"t":1658990362513,"m":"so hard"},"1002102981937868860":{"u":0,"t":1658990369067,"m":"ight im listening"},"1002103097193136238":{"u":2,"t":1658990396546,"m":"u see this right?","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002103096782110750/Screen_Shot_2022-07-27_at_11.39.51_PM.png"}]},"1002103142369988638":{"u":0,"t":1658990407317,"m":"yea"},"1002103175291084830":{"u":2,"t":1658990415166,"m":"ok so basically"},"1002103235559043132":{"u":2,"t":1658990429535,"m":"u put `# %%`"},"1002103315250819102":{"u":2,"t":1658990448535,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002103314957226035/Screen_Shot_2022-07-27_at_11.40.45_PM.png"}]},"1002103371215417374":{"u":2,"t":1658990461878,"m":"the `# %%` creates jupyter notebook cells"},"1002103385652211763":{"u":2,"t":1658990465320,"m":"and u run them side by side"},"1002103465641775104":{"u":2,"t":1658990484391,"m":"so basically u get the advantage of being able to write valid python files and import outside files"},"1002103500651630672":{"u":2,"t":1658990492738,"m":"while still being able to do sus debuggin in JN"},"1002103652271534090":{"u":0,"t":1658990528887,"m":"wait u can still do this in traditional JN","r":"1002103465641775104"},"1002103799101530204":{"u":2,"t":1658990563894,"m":"no"},"1002103811768320090":{"u":2,"t":1658990566914,"m":"its only python file => JN"},"1002103829711560746":{"u":2,"t":1658990571192,"m":"not JN => python file"},"1002104106107797544":{"u":0,"t":1658990637090,"m":"OH i see what you mean"},"1002104115289141319":{"u":0,"t":1658990639279,"m":"yeah ok"},"1002104128064983113":{"u":0,"t":1658990642325,"m":"that does sound cool"},"1002104152534564925":{"u":2,"t":1658990648159,"m":"RED PILLED"},"1002104165624975381":{"u":2,"t":1658990651280,"m":"u shud try it out"},"1002104385058377738":{"u":0,"t":1658990703597,"m":"ill try it"},"1002104478272598016":{"u":2,"t":1658990725821,"m":"ye kento introduced it to me"},"1002104514901446666":{"u":2,"t":1658990734554,"m":"and we're tryna to convert ppl"},"1002104586837950464":{"u":0,"t":1658990751705,"m":"lol"},"1002104590478626847":{"u":0,"t":1658990752573,"m":"k"},"1002105012618539049":{"u":2,"t":1658990853219,"m":"soon enuff, `# %%` gonna be ur religion"},"1002105353552527400":{"u":0,"t":1658990934504,"m":"yeah idk abt that but"},"1002105368303906928":{"u":0,"t":1658990938021,"m":"ill look into it"},"1002107359054807132":{"u":4,"t":1658991412653,"m":"<@911724374577520691> just be a chad and reject this heresy"},"1001712888148414494":{"u":0,"t":1658897363460,"m":"i use doing alexnet w/o any lr schedulers"},"1001712933753065553":{"u":0,"t":1658897374333,"m":"and randomly during training it boosted from like 85-90 or smthn"},"1001712959174754336":{"u":14,"t":1658897380394,"m":"yea it's interesting it just... happens"},"1001712990615257159":{"u":14,"t":1658897387890,"m":"grokking paper if anyone is interested btw https://arxiv.org/pdf/2201.02177.pdf","te":1658897392629},"1001713027818737714":{"u":14,"t":1658897396760,"m":"i'll put it in <#955307484791320656>","re":[{"c":1,"n":"👍"}]},"1001713095816781864":{"u":0,"t":1658897412972,"m":"pretty real"},"1001713179203751978":{"u":0,"t":1658897432853,"m":"the thing is they used like a hyper specific ds and hyper specific model.. but maybe what we're saying is a generalized pseudo grokking or smthn lol"},"1001713211655061514":{"u":14,"t":1658897440590,"m":"if anyone finds a paper explaining the phenomenon lmk"},"1001713219653603409":{"u":14,"t":1658897442497,"m":"i wanna know"},"1001713279955112016":{"u":0,"t":1658897456874,"m":"wait a min"},"1001713384544284693":{"u":0,"t":1658897481810,"m":"i read a paper regarding loss function topology a while back where they did like a 3d viz of it"},"1001713561128681493":{"u":0,"t":1658897523911,"m":"some ml models have hella steep landscapes so maybe what's happening is it's jumping through like steep perversions in the loss landscape"},"1001713603394674708":{"u":14,"t":1658897533988,"m":"interesting"},"1001713697565188148":{"u":0,"t":1658897556440,"m":"yea, not 100% sure but im just makin a conjecture"},"1001714489273614336":{"u":2,"t":1658897745198,"m":"This is with same seed right","te":1658897759243,"r":"1001712402095685682"},"1001714506457698314":{"u":2,"t":1658897749295,"m":"Also turn off smoothing"},"1001714585138638849":{"u":14,"t":1658897768054,"m":"no lmao","r":"1001714489273614336"},"1001714605397123172":{"u":2,"t":1658897772884,"m":"losslandscape.org","r":"1001713561128681493"},"1001714644680974387":{"u":14,"t":1658897782250,"m":"i just tested the exact same sht, just with 2 diff seeds"},"1001714674976436255":{"u":0,"t":1658897789473,"m":"those people are losers","r":"1001714605397123172"},"1001714694781935616":{"u":2,"t":1658897794195,"m":"aight"},"1001714708107235418":{"u":2,"t":1658897797372,"m":"Copium enters chat"},"1001714755725168660":{"u":0,"t":1658897808725,"m":"i meant the paper from Hao Li and Tom Goldstein"},"1001714774377234483":{"u":0,"t":1658897813172,"m":"i think they used the same method but"},"1001714974462324776":{"u":14,"t":1658897860876,"m":"*com","r":"1001714605397123172"},"1001714984256012410":{"u":14,"t":1658897863211,"m":"not org"},"1001714984365072475":{"u":2,"t":1658897863237,"m":"Ig it’s just initialization then","r":"1001714644680974387"},"1001715100572459078":{"u":14,"t":1658897890943,"m":"nah i mean like the spike that happens in the middle of training"},"1001715130251366420":{"u":2,"t":1658897898019,"m":"I have this feeling that ML models don’t converge to the same set of weights but the idea behind the weights they converge to is very similar"},"1001715140728721509":{"u":14,"t":1658897900517,"m":"ive seen extreme cases of this, especially with noisy labels"},"1001715161515708508":{"u":14,"t":1658897905473,"m":"it straight up jumps from 75 to 85"},"1001715183590326333":{"u":14,"t":1658897910736,"m":"in 1 or 2 epochs"},"1001715296572284979":{"u":2,"t":1658897937673,"m":"Multi task learning is like this but unstable as sht in some cases apparently"},"1002094916387741706":{"u":34,"t":1658988446090,"m":"is matlab better than octave?"},"1002095298975371304":{"u":34,"t":1658988537306,"m":"since octave is free im just downloading that instead of messing with the matlab free trial stuff"},"1002095336174653510":{"u":34,"t":1658988546175,"m":"is there a large performance difference or should i just use octave?","te":1658988557407},"1002095953580396624":{"u":0,"t":1658988693376,"m":"ive used both"},"1002096004927082556":{"u":0,"t":1658988705618,"m":"personally i think octave is better but that's just for aesthetics"},"1002096290840191029":{"u":0,"t":1658988773785,"m":"in terms of like everything else like performance and speed generally matlab is better tho which is expected bcz it's paid","te":1658988830477},"1002097766786420809":{"u":2,"t":1658989125678,"m":"im kinda confused tho why ppl use octave/matlab"},"1002097783538462822":{"u":2,"t":1658989129672,"m":"when python exists"},"1002099521364439060":{"u":0,"t":1658989544002,"m":"bcz whereas python is designed to be a general purpose high level programming language octave and matlab are specifically for stats and scientific computing"},"1002099579719782450":{"u":0,"t":1658989557915,"m":"and it's a lot easier to set up and use for non programmers even more so than python"},"1002099773865738290":{"u":2,"t":1658989604203,"m":"aight yea i see"},"1002099818245672960":{"u":2,"t":1658989614784,"m":"but like can u write executable programs in matlab or octave"},"1002099844749459506":{"u":2,"t":1658989621103,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1002099844430704710/Screen_Shot_2022-07-27_at_11.26.57_PM.png"}]},"1002099854002098257":{"u":2,"t":1658989623309,"m":"lmao first time"},"1002099979210473514":{"u":0,"t":1658989653161,"m":"chad moment","re":[{"c":1,"n":"👍"}]},"1002100032104837241":{"u":0,"t":1658989665772,"m":"ye u can but it's not used as often","r":"1002099818245672960"},"1002100093853388850":{"u":2,"t":1658989680494,"m":"so its like a notebook?"},"1001573582805155861":{"u":19,"t":1658864150478,"m":"i know some ppl who are studying geography just to get into a good college","re":[{"c":2,"n":"😆"}]},"1001573602493218867":{"u":19,"t":1658864155172,"m":"when they don't give two shits about it"},"1001579184537219094":{"u":2,"t":1658865486035,"m":"geography??","r":"1001573582805155861"},"1001579240073986159":{"u":2,"t":1658865499276,"m":"who is studying geography lmao","te":1658865506095},"1001579392759238717":{"u":2,"t":1658865535679,"m":"maybe they can use a compass to find their actual passion lmao"},"1001581621612392469":{"u":22,"t":1658866067079,"m":"maybe its the transfer trolling"},"1001581644009975809":{"u":22,"t":1658866072419,"m":"geography and then transfer to cs"},"1001581663303782512":{"u":19,"t":1658866077019,"m":"I mean it’s virtually 0 competition"},"1001581700800843836":{"u":19,"t":1658866085959,"m":"Yeah that","r":"1001581644009975809"},"1001581722493792407":{"u":19,"t":1658866091131,"m":"Cringe"},"1001581743628890132":{"u":22,"t":1658866096170,"m":"problem is that is risky and some schools dont let u"},"1001581763648307210":{"u":22,"t":1658866100943,"m":"no more geography trolling"},"1001581779389513758":{"u":22,"t":1658866104696,"m":"like umich"},"1001581788931555339":{"u":19,"t":1658866106971,"m":"Rip that guy"},"1001581841800765601":{"u":22,"t":1658866119576,"m":"why geography"},"1001581860457029813":{"u":22,"t":1658866124024,"m":"probably easier if you do gender studies"},"1001581873983664169":{"u":19,"t":1658866127249,"m":"Cause no one fucking studies it"},"1001581874705076294":{"u":22,"t":1658866127421,"m":"or east asian studies","te":1658866130658},"1001581938403975218":{"u":22,"t":1658866142608,"m":"less probably do gender studies"},"1001609861546655774":{"u":19,"t":1658872800004,"m":"Any ideas on why performers haven't replaced transformers yet"},"1001619739728154637":{"u":2,"t":1658875155146,"m":"wait holdup","r":"1001581873983664169"},"1001619780169633874":{"u":2,"t":1658875164788,"m":"there's a big difeference between taking on ap class on geography vs studying it"},"1001620488918941706":{"u":2,"t":1658875333767,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1001620488574996480/Screen_Shot_2022-07-26_at_3.42.04_PM.png"}]},"1001620520191668325":{"u":22,"t":1658875341223,"m":"good ending"},"1001620555994243102":{"u":2,"t":1658875349759,"m":"it cloesd down"},"1001620568837210113":{"u":2,"t":1658875352821,"m":"no more scholl"},"1001620584167383080":{"u":19,"t":1658875356476,"m":"ayo?"},"1001620686017671271":{"u":2,"t":1658875380759,"m":"nobody complaining"},"1001620776438472734":{"u":2,"t":1658875402317,"m":".","r":"1001619780169633874"},"1001620777805811853":{"u":2,"t":1658875402643,"m":"which one"},"1001620830184280125":{"u":19,"t":1658875415131,"m":"studying it","r":"1001620777805811853"},"1001621023214546964":{"u":2,"t":1658875461153,"m":"damn thats cringe lmao"},"1001621049978408970":{"u":19,"t":1658875467534,"m":"yea"},"1001621073109995651":{"u":19,"t":1658875473049,"m":"like geography ecs"},"1001621108228886558":{"u":2,"t":1658875481422,"m":"what jobs can u do with just a geo major tho"},"1001621203213095042":{"u":22,"t":1658875504068,"m":"gis"},"1001621205930999828":{"u":22,"t":1658875504716,"m":"idk"},"1001621209114493008":{"u":2,"t":1658875505475,"m":"also doesnt google maps exist"},"1001621279620743178":{"u":19,"t":1658875522285,"m":"google maps-phile"},"1001621319374360697":{"u":22,"t":1658875531763,"m":"least competitive bay area student"},"1001621364547002398":{"u":2,"t":1658875542533,"m":"700 behind reeee","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1001621364261785720/Screen_Shot_2022-07-26_at_3.45.31_PM.png"}],"r":"1001356353509543946"},"1001624994280902847":{"u":33,"t":1658876407929,"r":"1001621653161246775"},"1001712402095685682":{"u":14,"t":1658897247576,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1001712401793679381/unknown.png"}]},"1001712449390641202":{"u":14,"t":1658897258852,"m":"does anyone else see this kind of behavior"},"1001712529610903632":{"u":14,"t":1658897277978,"m":"where it spikes up suddenly"},"1001712624708366396":{"u":14,"t":1658897300651,"m":"this happens most obviously when LR changes but sometimes it happens out of nowhere"},"1001712696980422708":{"u":14,"t":1658897317882,"m":"it's kinda like that grokking paper where it suddenly generalizes lmao"},"1001712760444440656":{"u":0,"t":1658897333013,"m":"bruh 💀"},"1001712839293153360":{"u":0,"t":1658897351812,"m":"this literally happened to me like a month ago and i was like omg this is so cool"},"1001177801644331068":{"u":2,"t":1658769788896,"m":"and download it each time"},"1001177830358515852":{"u":2,"t":1658769795742,"m":"or store it in a database or google drive"},"1001177859538296983":{"u":1,"t":1658769802699,"m":"u can have it in drive"},"1001177875099172925":{"u":1,"t":1658769806409,"m":"ye"},"1001177891079467029":{"u":2,"t":1658769810219,"m":"Ye, but then ur data has to be < 15 GB"},"1001177934087856209":{"u":14,"t":1658769820473,"m":"Don't ping officers like this lol","r":"1001111853453287564"},"1001177984302071868":{"u":2,"t":1658769832445,"m":"yea lmao officers != qualified ppl"},"1001178078497746965":{"u":14,"t":1658769854903,"m":"This is a regular question, not an immediate thing that requires all officers' attention"},"1001180655822057552":{"u":10,"t":1658770469385,"m":"my bad","r":"1001177934087856209"},"1001180686167834715":{"u":10,"t":1658770476620,"m":"but it's not like anyone else is 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ruined"},"1001308423947812944":{"u":22,"t":1658800931680,"m":"unfortunate"},"1001308537386962965":{"u":22,"t":1658800958726,"m":"what being at lynbrook does to a mf"},"1001308593406103582":{"u":22,"t":1658800972082,"m":"just do what u enjoy and is semi productive and u will enjoy your life and have stuff to write about","re":[{"c":2,"n":"👍"}]},"1001308644706631801":{"u":22,"t":1658800984313,"m":"instead of being the 10th usaco usabo usapho fma winner"},"1001308768153378926":{"u":2,"t":1658801013745,"m":"Wait yo r u a rising senior or graduating"},"1001314006121844758":{"u":1,"t":1658802262574,"m":"lol"},"1001348300479406130":{"u":14,"t":1658810438986,"m":"The sht u do as ur main interest shouldn't be dictated by college"},"1001348370759155773":{"u":14,"t":1658810455742,"m":"U can do competitions and sht on the side for college stuff ofc lol but"},"1001348422147784764":{"u":14,"t":1658810467994,"m":"Idk I like pursuing what I wanna 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think)\nso when im training, for every batch, there's a little tick sound\nnever noticed it cuz it was in a machine very far from my room"},"1000988535840579625":{"u":35,"t":1658724664412,"m":"thanks <@&955307612117815357> for the bootcamp","re":[{"c":2,"n":"👍"}]},"1000988541628715069":{"u":35,"t":1658724665792,"m":"o7"},"1000990018208284685":{"u":2,"t":1658725017836,"m":"o7"},"1001111853453287564":{"u":10,"t":1658754065622,"m":"<@&955307612117815357> so let’s say I wanted to build an image detection program"},"1001111893697626112":{"u":10,"t":1658754075217,"m":"to identify things and stuff"},"1001111953445498970":{"u":10,"t":1658754089462,"m":"would andrew ng coursera be good enuff"},"1001112031707013210":{"u":10,"t":1658754108121,"m":"he has a shit ton of courses"},"1001112136505897081":{"u":10,"t":1658754133107,"m":"but ppl say they’re surface level"},"1001112203933519882":{"u":10,"t":1658754149183,"m":"and i jus wanna know before i buy coursera for 40 buck"},"1001134956820570162":{"u":19,"t":1658759573894,"m":"Not an officer, but I’d say no","r":"1001111953445498970"},"1001135061288112138":{"u":19,"t":1658759598801,"m":"Ng’s class is mostly more theory based"},"1001135146369560606":{"u":19,"t":1658759619086,"m":"If you want to just get a project goin, dive headfirst into torch"},"1001139092785987615":{"u":10,"t":1658760559985,"m":"that…really sucks","r":"1001135146369560606"},"1001139128236257401":{"u":10,"t":1658760568437,"m":"thanks"},"1001140318059642971":{"u":10,"t":1658760852113,"m":"i was using spyder with mac though"},"1001140406421037226":{"u":10,"t":1658760873180,"m":"no gpu runtime"},"1001140834214875336":{"u":10,"t":1658760975174,"m":"what ide do u recommend"},"1001148889329569902":{"u":19,"t":1658762895663,"m":"visual studio + jupyter lab / jupyter notebook"},"1001148960200724500":{"u":19,"t":1658762912560,"m":"If you've never done deep learning before, I'd suggest taking the course"},"1001149065653915809":{"u":19,"t":1658762937702,"m":"but if you know the basics: what a CNN is, what a loss function is, etc. Jump straight to the docs and start coding"},"1001171456257957968":{"u":2,"t":1658768276038,"m":"cant u just copy code online","r":"1001111853453287564"},"1001171507608821871":{"u":2,"t":1658768288281,"m":"or watch a tutorial for a similar problem?"},"1001171631797960885":{"u":2,"t":1658768317890,"m":"lmaoo"},"1001171910043914410":{"u":0,"t":1658768384229,"m":"here big guy","r":"1001111853453287564"},"1001171913604862042":{"u":0,"t":1658768385078,"m":"https://pytorch.org/hub/ultralytics_yolov5/","e":[{"url":"https://pytorch.org/hub/ultralytics_yolov5/","type":"link"}]},"1001173198550876262":{"u":10,"t":1658768691433,"m":"\"if you wanna build a car why not just buy one instead lmaoo\"","r":"1001171456257957968"},"1001173243207618600":{"u":10,"t":1658768702080,"m":"the whole point is to learn"},"1001173247838134282":{"u":10,"t":1658768703184,"m":"smart 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evangelize python2.7 and use it to this day"},"1000157063416135832":{"u":2,"t":1658526425938,"m":"like literally upgrade python3"},"1000157080994463754":{"u":2,"t":1658526430129,"m":"f-strings are a game changer"},"1000157144617857035":{"u":2,"t":1658526445298,"m":"u can even merge dicts"},"1000157145930674197":{"u":29,"t":1658526445611,"m":"oh god ... i never write just"},"1000157178436538418":{"u":29,"t":1658526453361,"m":"i hate dealing with compatibility"},"1000157186040807446":{"u":14,"t":1658526455174,"m":"isnt that from 3.7","r":"1000157080994463754"},"1000157199311585451":{"u":2,"t":1658526458338,"m":"like `{1 :2} | {2 : 3}`"},"1000157212280365117":{"u":2,"t":1658526461430,"m":"still in python3 tho"},"1000157227069472969":{"u":2,"t":1658526464956,"m":"better than 2.7"},"1000157278894297199":{"u":14,"t":1658526477312,"m":"windows sucks at everything except compatibility","r":"1000157178436538418"},"1000157319591641088":{"u":14,"t":1658526487015,"m":"it's incredible how programs from 1995 still work on windows 11"},"1000157355859779646":{"u":14,"t":1658526495662,"m":"that sht dont happen on mac or linux"},"1000157471479959562":{"u":2,"t":1658526523228,"m":"microsoft = micro software?"},"1000157550785867876":{"u":2,"t":1658526542136,"m":"no microcomputer software"},"1000157638929170502":{"u":0,"t":1658526563151,"m":"compatibility isn't necessarily gud though","r":"1000157278894297199"},"1000157690133217371":{"u":14,"t":1658526575359,"m":"how lmao"},"1000157702288318465":{"u":29,"t":1658526578257,"m":"ya... a few years kinda just destroyes old software","r":"1000157355859779646"},"1000157726715944990":{"u":29,"t":1658526584081,"m":"specially things that deal with window managing"},"1000157745732915221":{"u":0,"t":1658526588615,"m":"ok so let me give u a gud example"},"1000157773813788752":{"u":29,"t":1658526595310,"m":"and keyboard remapping"},"1000157779211862096":{"u":2,"t":1658526596597,"m":"guys"},"1000157786035990569":{"u":2,"t":1658526598224,"m":"move to <#956072826790621234>"},"1000157804809695233":{"u":14,"t":1658526602700,"m":"yea how in the fck does deskpins from windows xp still work flawlessly on windows 11 lmaooooo","r":"1000157726715944990"},"1000157913043701760":{"u":14,"t":1658526628505,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1000157912766881892/unknown.png"}]},"1000157944962363442":{"u":29,"t":1658526636115,"m":"but at the same time ... i like mac more","r":"1000157804809695233"},"1000157959353008268":{"u":14,"t":1658526639546,"m":"this is still the preferred addon for keeping windows pinned to the top"},"1000157968467230770":{"u":29,"t":1658526641719,"m":"despite the goddam price 💀"},"1000157980580401162":{"u":29,"t":1658526644607,"m":"DUDE","r":"1000157959353008268"},"1000158013031710780":{"u":29,"t":1658526652344,"m":"ITS LITERALLY IMPOSSIBLE to get windows pinned on mac","re":[{"c":1,"n":"😆"}]},"1000158050021281863":{"u":29,"t":1658526661163,"m":"i hate 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baby"},"1000156533792972800":{"u":14,"t":1658526299666,"m":"no need for a laptop development environment anymore"},"1000156541296586883":{"u":14,"t":1658526301455,"m":"i love this"},"1000156541602775100":{"u":2,"t":1658526301528,"m":"so u need internet then"},"1000156555766927424":{"u":14,"t":1658526304905,"m":"duh"},"1000156568354029569":{"u":2,"t":1658526307906,"m":"no local development"},"1000156612595556423":{"u":2,"t":1658526318454,"m":"did u just like `sudo rm -rf git`"},"1000156624683540551":{"u":14,"t":1658526321336,"m":"but when i do webdev i need internet"},"1000156653670379530":{"u":14,"t":1658526328247,"m":"new laptop i just never installed it","r":"1000156612595556423"},"1000156685815521362":{"u":2,"t":1658526335911,"m":"doesnt come pre-installed with git or python"},"1000156692388007976":{"u":2,"t":1658526337478,"m":"pffft"},"1000156700352991244":{"u":2,"t":1658526339377,"m":"mac does"},"1000156708947111966":{"u":0,"t":1658526341426,"m":"real SWE don't use internet (they 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not"},"1000156930226004049":{"u":29,"t":1658526394183,"m":"LMAO"},"1000156947884015627":{"u":14,"t":1658526398393,"m":"ok good cuz i do know 2.7 lovers exist"},"1000156982352826418":{"u":29,"t":1658526406611,"m":"u-","r":"1000156947884015627"},"1000156994218512385":{"u":29,"t":1658526409440,"m":"seriously?"},"998495350417526845":{"u":2,"t":1658130242686,"m":"yea it came back after 1 minute"},"998642383342284801":{"u":10,"t":1658165298067,"m":"I just found out"},"998642409955131433":{"u":10,"t":1658165304412,"m":"machine learning is literally a cheat code for hackathons"},"998666548011073576":{"u":0,"t":1658171059373,"m":"p much"},"998666629971968101":{"u":0,"t":1658171078914,"m":"u just need some frontend dev with it too and it's free game"},"998682503567126588":{"u":2,"t":1658174863474,"m":"ur ML application does even need to be made with code","r":"998642409955131433"},"998682557178716272":{"u":2,"t":1658174876256,"m":"literally just pass it into createML to get the auto ML model"},"998682592096297020":{"u":2,"t":1658174884581,"m":"and copy a tutorial on how to put that into an iOS app"},"998682706848251904":{"u":2,"t":1658174911940,"m":"and cherry pick examples for the demo lmao"},"1000149845966856333":{"u":14,"t":1658524705164,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/1000149845669052456/unknown.png"}]},"1000149860483350601":{"u":14,"t":1658524708625,"m":"i got cuda working in wsl2"},"1000149889050755122":{"u":14,"t":1658524715436,"m":"this is amazing"},"1000149945065668688":{"u":14,"t":1658524728791,"m":"i dont have to deal with windows multiprocessing bs anymore"},"1000152972455596162":{"u":0,"t":1658525450577,"m":"this is from a while back but","r":"1000149860483350601"},"1000153156640067615":{"u":0,"t":1658525494490,"m":">bullies me for using a gui for filesystems\n>uses windows OS","r":"983932057396850718"},"1000154129022328833":{"u":14,"t":1658525726324,"m":"but i use wsl for all development","r":"1000153156640067615"},"1000154175809798174":{"u":14,"t":1658525737479,"m":"which up until recently did not have gui support at all"},"1000154318571307049":{"u":14,"t":1658525771516,"m":"i do pretty much everything dev-related thru cli"},"1000154385764057218":{"u":14,"t":1658525787536,"m":"and vsc which i dont really count as a gui thing cuz it's an editor"},"1000154464755384390":{"u":2,"t":1658525806369,"m":"if ur sshed into ur env isnt this the only way","te":1658525819963,"r":"1000154318571307049"},"1000154550835093677":{"u":2,"t":1658525826892,"m":"editor + command line"},"1000154604937412768":{"u":14,"t":1658525839791,"m":"no, u can set up something called an x server","r":"1000154464755384390"},"1000154664152604682":{"u":29,"t":1658525853909,"m":"i failed epically with that on a company laptop","r":"1000154604937412768","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"1000154673589800960":{"u":14,"t":1658525856159,"m":"that'll let u stream gui windows and project them onto ur client display"},"1000154752979578910":{"u":14,"t":1658525875087,"m":"*skill issue*"},"1000154767194071071":{"u":29,"t":1658525878476,"m":"true dat","r":"1000154752979578910"},"1000155086225424384":{"u":0,"t":1658525954539,"m":"then why even use windows in the first place","r":"1000154129022328833"},"1000155115560382494":{"u":0,"t":1658525961533,"m":">inb4 i need it for a couple of windows specific programs"},"1000155189430460436":{"u":0,"t":1658525979145,"m":"why change the entire OS just for that tho isn't easier to just use linux natively"},"1000155191150133308":{"u":14,"t":1658525979555,"m":"music software and games","r":"1000155086225424384"},"1000155264995033098":{"u":14,"t":1658525997161,"m":"but then i literally cant run the windows apps lmao","r":"1000155189430460436"},"1000155291884732487":{"u":14,"t":1658526003572,"m":"on windows i can use wsl to run linux"},"1000155336419844136":{"u":14,"t":1658526014190,"m":"on linux i can use wine to partially run windows apps but it barely works"},"1000155437011841177":{"u":29,"t":1658526038173,"m":"mac too 🧻","r":"1000155336419844136"},"1000155450173558804":{"u":0,"t":1658526041311,"m":"become SomeOrdinaryGames pilled and use a native linux system and access windows progs with a VM","r":"1000155264995033098"},"1000155451528331334":{"u":29,"t":1658526041634,"m":"*"},"1000155461846319134":{"u":29,"t":1658526044094,"m":"🙄"},"1000155466158047273":{"u":2,"t":1658526045122,"m":"i like macOS but"},"1000155471761645690":{"u":14,"t":1658526046458,"m":"cuda on mac omegalul","r":"1000155437011841177"},"1000155512685465812":{"u":2,"t":1658526056215,"m":"macOS + ssh into an instance"},"1000155515378208838":{"u":14,"t":1658526056857,"m":"besides cuda is now officially supported on wsl so"},"1000155556411080826":{"u":2,"t":1658526066640,"m":"also i think pytorch tryna support mac soon enuff"},"1000155568553611364":{"u":14,"t":1658526069535,"m":"that sht is nasty vms suck","te":1658526072971,"r":"1000155450173558804"},"1000155579081293896":{"u":2,"t":1658526072045,"m":"i love mac"},"1000155612237287464":{"u":29,"t":1658526079950,"m":"me too"},"1000155629886898268":{"u":29,"t":1658526084158,"m":"omg dont kill me","r":"1000155471761645690"},"1000155658798256209":{"u":2,"t":1658526091051,"m":"yea kento judgy"},"1000155700573507635":{"u":14,"t":1658526101011,"m":"i mean cuda literally does not exist on mac"},"1000155702825857054":{"u":0,"t":1658526101548,"m":"mac is like linux lite","te":1658526105151},"1000155737663733830":{"u":0,"t":1658526109854,"m":"how do you figure that","r":"1000155568553611364"},"998400707508060251":{"u":4,"t":1658107678058,"m":"maybe this could beat double digit aged ppl"},"998400744027861052":{"u":19,"t":1658107686765,"m":"yes i am one of them","r":"998400707508060251"},"998400775430615060":{"u":4,"t":1658107694252,"m":"hehe"},"998488598858977380":{"u":2,"t":1658128632989,"m":"ARXIV IS DOWN"},"998488639518556180":{"u":19,"t":1658128642683,"m":"WHAT"},"998488668434083840":{"u":2,"t":1658128649577,"m":"test rn"},"998488708489674812":{"u":19,"t":1658128659127,"m":"NOOOOOOOO"},"998488770800255076":{"u":19,"t":1658128673983,"m":"at least I got all the papers I wanted to read cached in the browser"},"998488778861727745":{"u":19,"t":1658128675905,"m":"nvm it's back"},"998488835333816320":{"u":2,"t":1658128689369,"m":"aight it back up"},"998488867344760922":{"u":2,"t":1658128697001,"m":"arxiv was down for 1 minute"},"998488896503545916":{"u":19,"t":1658128703953,"m":"and we caught it"},"998488909744984114":{"u":2,"t":1658128707110,"m":"this is a place to host CS papers"},"998488926631243866":{"u":19,"t":1658128711136,"m":"https://tenor.com/view/gigachad-chad-gif-20773266","e":[{"url":"https://tenor.com/view/gigachad-chad-gif-20773266","type":"gifv"}]},"998488951398596638":{"u":2,"t":1658128717041,"m":"u wud think they wud know how to at least setup a CS server"},"998489112451485766":{"u":2,"t":1658128755439,"m":"yea we the chads","r":"998488926631243866"},"998489165626884157":{"u":19,"t":1658128768117,"m":"just curious"},"998489176708239391":{"u":19,"t":1658128770759,"m":"what were you reading"},"998489345394745375":{"u":2,"t":1658128810977,"m":"what were u reading"},"998489370422165554":{"u":2,"t":1658128816944,"m":"🤨"},"998489396573650954":{"u":19,"t":1658128823179,"m":"I was reading this algorithm called STAC"},"998489430509756456":{"u":19,"t":1658128831270,"m":"basically talks about psuedo labeling for object detection"},"998489447815458838":{"u":19,"t":1658128835396,"m":"also deeplab"},"998489577557860462":{"u":19,"t":1658128866329,"m":"you're so unfunny"},"998489593668182056":{"u":19,"t":1658128870170,"m":"stfu"},"998489791874211840":{"u":2,"t":1658128917426,"m":"https://arxiv.org/abs/1609.04747","e":[{"url":"https://arxiv.org/abs/1609.04747","type":"link"}]},"998489882651537539":{"u":2,"t":1658128939069,"m":"> that moment when u realize u can get 5600 citations not from creating new methods but instead from writing summaries about other papers"},"998489951937241128":{"u":19,"t":1658128955588,"m":"oh lmao"},"998489961353445416":{"u":2,"t":1658128957833,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/998489960988549140/Screen_Shot_2022-07-18_at_12.22.33_AM.png"}]},"998489976440365116":{"u":19,"t":1658128961430,"m":"i read the blog version of that exact paper"},"998489994576539729":{"u":19,"t":1658128965754,"m":"https://ruder.io/optimizing-gradient-descent/","e":[{"url":"https://ruder.io/optimizing-gradient-descent/","type":"article"}]},"998490014465929246":{"u":19,"t":1658128970496,"m":"by the same guy"},"998490016290443314":{"u":2,"t":1658128970931,"m":"yea blog version better"},"998490038344101918":{"u":19,"t":1658128976189,"m":"agreed"},"998490072481538119":{"u":2,"t":1658128984328,"m":"5700 citations holy crap"},"998490102114287651":{"u":2,"t":1658128991393,"m":"i think swin transformer paper has 2200"},"998490119008944148":{"u":19,"t":1658128995421,"m":"which optimizer are you 🥺"},"998490228014727198":{"u":2,"t":1658129021410,"m":"https://www.youtube.com/shorts/6TXXEQambOY","e":[{"url":"https://www.youtube.com/shorts/6TXXEQambOY","type":"video"}]},"998490231865090138":{"u":19,"t":1658129022328,"m":"Unet3+ has only 338","r":"998490102114287651"},"998490288660172820":{"u":19,"t":1658129035869,"m":"i love codeeporium","r":"998490228014727198"},"998490314136363069":{"u":19,"t":1658129041943,"m":"yannic is great too"},"998490921555464252":{"u":2,"t":1658129186763,"m":"i wish there was an r/ProgrammerHumor for ML only"},"998491455993696279":{"u":0,"t":1658129314183,"m":"<#951916086327128124>","r":"998490921555464252"},"998491523064803358":{"u":2,"t":1658129330174,"m":"lezgooo"},"998491572645679134":{"u":19,"t":1658129341995,"m":":upvote:"},"998491659841065081":{"u":2,"t":1658129362784,"m":"we have a folder with all good ml memes"},"998491668137398322":{"u":2,"t":1658129364762,"m":"marc put it together"},"998494521761484881":{"u":1,"t":1658130045119,"m":"WHAT","r":"998488598858977380"},"998494546268803184":{"u":1,"t":1658130050962,"m":"first message i saw"},"998398652680777832":{"u":4,"t":1658107188149,"m":"i pass in a bitboard"},"998398686533009468":{"u":4,"t":1658107196220,"m":"a 13 depth image of 8x8"},"998398726525698099":{"u":19,"t":1658107205755,"m":"ahhh"},"998398728153075834":{"u":4,"t":1658107206143,"m":"so depth 1 is a view of each pawn"},"998398756452040724":{"u":4,"t":1658107212890,"m":"depth 2 is a view of each white knight"},"998398762454098000":{"u":4,"t":1658107214321,"m":"and so on"},"998398797203918938":{"u":4,"t":1658107222606,"m":"and i added in more depth layers for each piece move"},"998398857979363328":{"u":4,"t":1658107237096,"m":"but like i mentioned, i think autoencoder is just yeeting out that data"},"998398923251138560":{"u":19,"t":1658107252658,"m":"yeah i have no ideas then"},"998398951055179896":{"u":19,"t":1658107259287,"m":"maybe like Swin transformers or smth?"},"998398990833950740":{"u":4,"t":1658107268771,"m":"wait there was this idea i had on a potential improvement"},"998399005753090128":{"u":4,"t":1658107272328,"m":"dahhhh wait im forgettin"},"998399069485531247":{"u":4,"t":1658107287523,"m":"mmm"},"998399074921353259":{"u":4,"t":1658107288819,"m":"o wait"},"998399134178492526":{"u":4,"t":1658107302947,"m":"i think it was feed in the position and then a potential move"},"998399211815043103":{"u":4,"t":1658107321457,"m":"and then output the delta in evaluation between that move and the best move"},"998399295734681692":{"u":4,"t":1658107341465,"m":"so for example in the starting position, you feed the model the starting position and pawn to e4"},"998399336406843432":{"u":4,"t":1658107351162,"m":"that's the best move, so model would output 0"},"998399498537680996":{"u":4,"t":1658107389817,"m":"if u feed in the starting position and pawn to h4, model should output like 1 cause eval  of starting position is like +.25 and after h4 it's around -.75"},"998399527272841266":{"u":19,"t":1658107396668,"m":"hmmmm"},"998399604234133544":{"u":19,"t":1658107415017,"m":"isn't that a leakage though"},"998399636517687336":{"u":19,"t":1658107422714,"m":"you're assuming you already have an evaluation"},"998399669006766080":{"u":4,"t":1658107430460,"m":"i found some paper by some university of buffalo students analyzing the strength of chess players through comparing their average move loss"},"998399692293546064":{"u":4,"t":1658107436012,"m":"wait what?","r":"998399636517687336"},"998399715429318698":{"u":4,"t":1658107441528,"m":"what does that mean"},"998399749910708324":{"u":4,"t":1658107449749,"m":"like assuming i have the train data?"},"998399755837264004":{"u":19,"t":1658107451162,"m":"wait so your idea is"},"998399781674172467":{"u":19,"t":1658107457322,"m":"model predicts change in evaluation right"},"998399790712901693":{"u":4,"t":1658107459477,"m":"yea"},"998399889190961202":{"u":19,"t":1658107482956,"m":"hmmm"},"998399895130099802":{"u":4,"t":1658107484372,"m":"like \"oh that's a good move,\" \"oh that's a stupid move\" basically"},"998399975794937916":{"u":19,"t":1658107503604,"m":"but your model will need to know what the evaluation is before the potential move right"},"998400022993436695":{"u":19,"t":1658107514857,"m":"which is what you're also trying to predict"},"998400069499895861":{"u":4,"t":1658107525945,"m":"u don't rlly need to know the evaluation of the position in order to find the delta"},"998400092144939040":{"u":4,"t":1658107531344,"m":"like if u were on top of a mountain"},"998400115146489926":{"u":4,"t":1658107536828,"m":"and u walked a bit downwards"},"998400161812328509":{"u":4,"t":1658107547954,"m":"u could find the amount u walked downwards without knowing the height of the mountain"},"998400276694323290":{"u":19,"t":1658107575344,"m":"hm"},"998400286655783022":{"u":19,"t":1658107577719,"m":"i think you're right"},"998400338715492443":{"u":19,"t":1658107590131,"m":"so after you predict the delta"},"998400343035617290":{"u":19,"t":1658107591161,"m":"then what"},"998400395393126520":{"u":4,"t":1658107603644,"m":"so to use that model in a chess engine"},"998400428192579604":{"u":4,"t":1658107611464,"m":"with the ultimate goal as predicting the best move"},"998400456369905714":{"u":4,"t":1658107618182,"m":"u just feed it all possible candidate moves"},"998400519368343593":{"u":4,"t":1658107633202,"m":"find the move with the least delta"},"998400531166928967":{"u":19,"t":1658107636015,"m":"ahhhhh"},"998400541736583189":{"u":19,"t":1658107638535,"m":"got it"},"998400573126750278":{"u":19,"t":1658107646019,"m":"that sounds cool"},"998400623861051422":{"u":19,"t":1658107658115,"m":"let me know how it goes"},"998400671063744522":{"u":4,"t":1658107669369,"m":"my raw cnn model could beat 9 year olds"},"998396513568964669":{"u":4,"t":1658106678145,"m":"hopefully this will make my loss plateau at .01 instead of .4"},"998396538646696077":{"u":19,"t":1658106684124,"m":"LMFAO"},"998396686986649640":{"u":19,"t":1658106719491,"m":"or lower your batchsize idk"},"998396948409233439":{"u":4,"t":1658106781819,"m":"_me here with my batch size of 2048_"},"998396970899087451":{"u":19,"t":1658106787181,"m":"ah"},"998396990679425064":{"u":19,"t":1658106791897,"m":"you must be training a language model"},"998397024330330172":{"u":4,"t":1658106799920,"m":"no, i'm training a chess model"},"998397027572531220":{"u":4,"t":1658106800693,"m":"lmao"},"998397041174663318":{"u":19,"t":1658106803936,"m":"OH SHIT"},"998397126289666148":{"u":4,"t":1658106824229,"m":"it uses autoencoder tho"},"998397130010017822":{"u":19,"t":1658106825116,"m":"RL?"},"998397145138876426":{"u":4,"t":1658106828723,"m":"i got the encoding part done"},"998397169344200725":{"u":4,"t":1658106834494,"m":"no, it evaluates a position"},"998397227150082049":{"u":4,"t":1658106848276,"m":"like gives a number representing the side that is winning and the amount of advantage measured in pawns"},"998397294665805895":{"u":19,"t":1658106864373,"m":"ahh interesting"},"998397436689125386":{"u":4,"t":1658106898234,"m":"i used stockfish and a fck ton of computers to get 16 million stockfish evaluations"},"998397510341120070":{"u":4,"t":1658106915794,"m":"and am training nn to evaluate a position as accurately as stockfish"},"998397514350862436":{"u":19,"t":1658106916750,"m":"sheeeeeesh"},"998397540720451624":{"u":4,"t":1658106923037,"m":"yea it's not going so well lmao"},"998397578150432860":{"u":19,"t":1658106931961,"m":"Do you take into account like future positions tho"},"998397592696262696":{"u":4,"t":1658106935429,"m":"no"},"998397601323946094":{"u":19,"t":1658106937486,"m":"ah"},"998397616192749669":{"u":4,"t":1658106941031,"m":"the goal is to just look at the current position"},"998397631782993920":{"u":19,"t":1658106944748,"m":"that might be why it can't generalize properly"},"998397661721931799":{"u":4,"t":1658106951886,"m":"so u don't have to use the added computational power needed for searching"},"998397694752079942":{"u":19,"t":1658106959761,"m":"like you can sac a rook and still be winning yanno"},"998397813471854593":{"u":4,"t":1658106988066,"m":"when i play chess, i basically just vibe check my moves with little-to-no calculation and i'm almost 2000 uscf elo"},"998397876587724871":{"u":4,"t":1658107003114,"m":"so my hypothesis is that vibe checking is a possible strategy"},"998397900432359526":{"u":4,"t":1658107008799,"m":"which means that nn should be able to doit"},"998397917075361904":{"u":19,"t":1658107012767,"m":"damn"},"998397924746731664":{"u":19,"t":1658107014596,"m":"good luck"},"998397949547655248":{"u":19,"t":1658107020509,"m":"i'm shit at chess so idk"},"998397969478991892":{"u":19,"t":1658107025261,"m":"800 elo here"},"998398012093124608":{"u":4,"t":1658107035421,"m":"this is my third summer trying this, every summer i make a bit of progress and die and give up then try again next summer"},"998398028278923284":{"u":4,"t":1658107039280,"m":"lmao"},"998398090769858580":{"u":19,"t":1658107054179,"m":"hm"},"998398141390925926":{"u":19,"t":1658107066248,"m":"what if you use future moves as an auxillary task"},"998398214002716742":{"u":19,"t":1658107083560,"m":"with the idea being encoding just a tad bit of context into a position"},"998398327588667393":{"u":4,"t":1658107110641,"m":"ah yea that's actually what i did"},"998398375793786920":{"u":4,"t":1658107122134,"m":"i encoded in all the places each piece can move to"},"998398433708736674":{"u":19,"t":1658107135942,"m":"A"},"998398447206006824":{"u":4,"t":1658107139160,"m":"it actually resulted in an improvement when i was using a normal plain cnn architecture"},"998398465216348190":{"u":19,"t":1658107143454,"m":"and val loss isn't going down?"},"998398495667011624":{"u":4,"t":1658107150714,"m":"but it resulted in no improvement when i used a autoencoder"},"998398531255672912":{"u":19,"t":1658107159199,"m":"hmmmmmm"},"998398553703600148":{"u":4,"t":1658107164551,"m":"cause i'm assuming the encoder just removes the info on the piece moves"},"998398576260567094":{"u":4,"t":1658107169929,"m":"cause you can derive it from the game state"},"998398595407560714":{"u":4,"t":1658107174494,"m":"hence it's repetitive data"},"998398603980701816":{"u":19,"t":1658107176538,"m":"so you pass in an image?"},"998398627191980172":{"u":19,"t":1658107182072,"m":"not like the actual positions"},"997742378251202631":{"u":2,"t":1657950720132,"m":"tb logs to localhost:6006"},"997742413131038770":{"u":1,"t":1657950728448,"m":"ahhh thats the thing"},"997742462946787369":{"u":1,"t":1657950740325,"m":"for some reason that doesn't work for me on colab"},"998389805421441045":{"u":2,"t":1658105078798,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/998389805169770617/unknown.png"}]},"998389909259817003":{"u":19,"t":1658105103555,"m":"Is that intentional"},"998389987554889800":{"u":2,"t":1658105122222,"m":"the technique is sort of a vaccine? its adjusting the gradients to prevent from gradient competition"},"998390071529050163":{"u":19,"t":1658105142243,"m":"what"},"998390080131584010":{"u":2,"t":1658105144294,"m":"im writing a paper based on GradVac actually"},"998390108292128909":{"u":2,"t":1658105151008,"m":"like adjusting some of the methods"},"998390129871835176":{"u":2,"t":1658105156153,"m":"its gonna be called `Gradient Booster`"},"998390209475530772":{"u":19,"t":1658105175132,"m":"wdym gradient competition","r":"998389987554889800"},"998390214533849192":{"u":2,"t":1658105176338,"m":"lmaoo"},"998390267075899472":{"u":2,"t":1658105188865,"m":"basically in cases where there are multiple gradients","r":"998390209475530772"},"998390283580481577":{"u":2,"t":1658105192800,"m":"gradients can go in different directions"},"998390295928508546":{"u":19,"t":1658105195744,"m":"yeah"},"998390314488303786":{"u":2,"t":1658105200169,"m":"and \"compete\""},"998390391009185834":{"u":19,"t":1658105218413,"m":"hm"},"998390399162912808":{"u":19,"t":1658105220357,"m":"interesting"},"998390444578844762":{"u":19,"t":1658105231185,"m":"does gradvac improve performance?"},"998390455861526568":{"u":19,"t":1658105233875,"m":"i might try it out"},"998390722724102226":{"u":2,"t":1658105297500,"m":"its for multi task learning"},"998390746715521034":{"u":19,"t":1658105303220,"m":"oh"},"998390761039085568":{"u":19,"t":1658105306635,"m":"that makes sense"},"998390769226366976":{"u":2,"t":1658105308587,"m":"no but its a paper published in NeurIPS","r":"998390444578844762"},"998390826264711279":{"u":19,"t":1658105322186,"m":"ah sadge"},"998390829427208213":{"u":2,"t":1658105322940,"m":"lmao yea it does"},"998390915339128922":{"u":19,"t":1658105343423,"m":"wait so does it improve performance or not"},"998391479334600714":{"u":2,"t":1658105477890,"m":"Ye"},"998391523408355348":{"u":2,"t":1658105488398,"m":"sarcasm lol, neurips is a great conferene","r":"998390769226366976"},"998391553548632175":{"u":19,"t":1658105495584,"m":"mb"},"998391667679834202":{"u":19,"t":1658105522795,"m":"sometimes conference != performance yanno"},"998391686730367041":{"u":19,"t":1658105527337,"m":"look at amsgrad","te":1658105532427},"998395730773422230":{"u":4,"t":1658106491512,"m":"does anyone know if optimizer astrology works"},"998395800860241920":{"u":19,"t":1658106508222,"m":"wdym"},"998395809768939560":{"u":4,"t":1658106510346,"m":"like switching between adam, sgd, adabound, amsgrad, adelta"},"998395838508310609":{"u":4,"t":1658106517198,"m":"or if i should stop wasting my time with this lmao"},"998395840991342633":{"u":19,"t":1658106517790,"m":"in all honesty"},"998395849283485767":{"u":1,"t":1658106519767,"m":"huh"},"998395854379565106":{"u":19,"t":1658106520982,"m":"it has worked for me before"},"998395968473026560":{"u":19,"t":1658106548184,"m":"for bert i switched from adam to nadam before and got a shit ton more performance","te":1658106572786},"998396034432630804":{"u":19,"t":1658106563910,"m":"but you'd prob be better playing around with lr and lr schedulers more"},"998396085766737920":{"u":4,"t":1658106576149,"m":"ye makes sense"},"998396140611436586":{"u":19,"t":1658106589225,"m":"nadam is kinda goated tho"},"998396183737286676":{"u":4,"t":1658106599507,"m":"what's nadam"},"998396231074201650":{"u":19,"t":1658106610793,"m":"It's Adam + the Nesterov Acceleration trick"},"998396282286649444":{"u":19,"t":1658106623003,"m":"Basically it looks one step forward in time before updating gradients"},"998396293405737041":{"u":4,"t":1658106625654,"m":"ERIIN GURVAN NAADAM","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/998396293107961937/unknown.png"}]},"998396319511089163":{"u":19,"t":1658106631878,"m":"LMFAO NOT THAT NADAM"},"998396393221799996":{"u":19,"t":1658106649452,"m":"https://pytorch.org/docs/stable/generated/torch.optim.NAdam.html"},"998396413090222211":{"u":4,"t":1658106654189,"m":"ic"},"997730022997626891":{"u":19,"t":1657947774410,"m":"or swinUnet++ which are both supposed to be a lot better than Unet++"},"997730181471031316":{"u":1,"t":1657947812193,"m":"huggingface has some segmentation models i believe if ur looking into using transformers"},"997730329370578944":{"u":19,"t":1657947847455,"m":"yea but i'm p sure that's only like a normal swin transformer or smth"},"997730376950747176":{"u":19,"t":1657947858799,"m":"they don't do the fancy patch merging for you if you want to do swin unet"},"997731023326543922":{"u":2,"t":1657948012907,"m":"oh yea have u guys heard of tensorboard"},"997731060190298233":{"u":2,"t":1657948021696,"m":"allow me to simp about it quickly"},"997731138615398450":{"u":2,"t":1657948040394,"m":"tldr in-training graphs, no more need for matplotlib, can access all data and runs in one central dataframe"},"997731166138413056":{"u":1,"t":1657948046956,"m":"nooo"},"997731177429467146":{"u":1,"t":1657948049648,"m":"use wandb"},"997731191551701102":{"u":2,"t":1657948053015,"m":"oh and u can share it to anybody"},"997731200095494174":{"u":2,"t":1657948055052,"m":"wandb paid tho"},"997731211042623590":{"u":1,"t":1657948057662,"m":"no"},"997731223461969980":{"u":2,"t":1657948060623,"m":"tensorboard works in pytorch as well"},"997731247705047080":{"u":1,"t":1657948066403,"m":"up to 100 gb its free"},"997731255758110750":{"u":2,"t":1657948068323,"m":"yea i was actually considering using wandb"},"997731265241415680":{"u":2,"t":1657948070584,"m":"have u used it"},"997731279741145229":{"u":1,"t":1657948074041,"m":"yup"},"997731306060398652":{"u":2,"t":1657948080316,"m":"share some screenshots"},"997731332094435348":{"u":2,"t":1657948086523,"m":"im genuinely interested in it"},"997731981087494164":{"u":1,"t":1657948241255,"m":"This is from the setup tutorial btw","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/997731980873568276/Screen_Shot_2022-07-15_at_10.09.56_PM.jpg"}]},"997732115003228201":{"u":1,"t":1657948273183,"m":"i've mainly used it for tracking metrics but there's some other stuff i haven't looked into"},"997732582798143530":{"u":2,"t":1657948384714,"m":"aight this looks like tb"},"997732662687047752":{"u":2,"t":1657948403761,"m":"wandb has some sort of hyperparam tuning"},"997732926282289244":{"u":1,"t":1657948466607,"m":"maybe i used tb wrong 😅  but it was painful for me"},"997733331238141952":{"u":2,"t":1657948563156,"m":"oh rlly"},"997733344286625852":{"u":2,"t":1657948566267,"m":"pytorch or tf"},"997733405557010503":{"u":19,"t":1657948580875,"m":"agree use wandb","r":"997731177429467146"},"997733461903278151":{"u":2,"t":1657948594309,"m":"open source tools for life"},"997733496414023680":{"u":19,"t":1657948602537,"m":"tb is painful"},"997733508254548068":{"u":19,"t":1657948605360,"m":"i can write like"},"997733517813362699":{"u":19,"t":1657948607639,"m":"3 lines of code"},"997733535035175023":{"u":19,"t":1657948611745,"m":"and wandb works"},"997733580199436408":{"u":19,"t":1657948622513,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/997733579876487289/Screen_Shot_2022-07-15_at_10.16.57_PM.png"}]},"997734863224442971":{"u":2,"t":1657948928410,"m":"tb is not painful"},"997734898473369620":{"u":19,"t":1657948936814,"m":"don't you gotta like"},"997734928982741022":{"u":19,"t":1657948944088,"m":"make your directories a certain way and things"},"997734993004613704":{"u":2,"t":1657948959352,"m":"```\nwriter = SummaryWriter(log_dir=f\"../runs/{LOG_DIR}\")\nwriter.add_scalar(metric_name, value, epoch_number)\n```"},"997735001883934751":{"u":2,"t":1657948961469,"m":"das literally it"},"997735116606558299":{"u":2,"t":1657948988821,"m":"the `log_dir` is where the files are stored, and then u just type in terminal `tensorboard --logdir <path-to-log-dir>`"},"997735253764489247":{"u":2,"t":1657949021522,"m":"tb can visualize a network as a graph which is p cool"},"997735452851314708":{"u":0,"t":1657949068988,"m":"it's called tensor*board* for a reason"},"997735484472172595":{"u":0,"t":1657949076527,"m":"wandb or terminal output best"},"997735572158304256":{"u":0,"t":1657949097433,"m":"idk why u keep simping for it lol"},"997736118109863976":{"u":2,"t":1657949227598,"m":"its so good tho"},"997736124657176666":{"u":2,"t":1657949229159,"m":"and so simpe"},"997736253686566952":{"u":2,"t":1657949259922,"m":"https://www.youtube.com/watch?v=jYqZ2iX30zU","e":[{"url":"https://www.youtube.com/watch?v=jYqZ2iX30zU","type":"video"}]},"997736269046104207":{"u":2,"t":1657949263584,"m":"lmaoo good vid"},"997742036067291177":{"u":1,"t":1657950638549,"m":"pytorch","r":"997733344286625852"},"997742185355161640":{"u":1,"t":1657950674142,"m":"also u can access results online with wandb"},"997742363000721438":{"u":2,"t":1657950716496,"m":"same with tb"},"995207742312693760":{"u":0,"t":1657346415833,"m":"pytorch in general is way easier than tf","re":[{"c":3,"n":"👍"}]},"995247330695594044":{"u":2,"t":1657355854439,"m":"The weird thing is tho that without tf less ppl wud probably be using PyTorch","r":"995207742312693760"},"995247391336837140":{"u":2,"t":1657355868897,"m":"PyTorch too advanced on first try","te":1657355879476},"995248040514424852":{"u":19,"t":1657356023673,"m":"factual"},"995248087876517888":{"u":19,"t":1657356034965,"m":"I moved over to pytorch because tensorflow was too fucking annoying"},"995248202502656070":{"u":19,"t":1657356062294,"m":"I literally just wanted to debug my code"},"996533007982792785":{"u":2,"t":1657662383791,"m":"anybody here know how much adam can shift original lr","te":1657662393360},"996533185171169361":{"u":2,"t":1657662426036,"m":"cuz if it can move 10^3 orders of magnitude, then trying lrs that are 10^3 magnitudes away doesn't really make a difference"},"996584586458959874":{"u":4,"t":1657674681058,"m":"3e-4 supremacy","r":"996533185171169361"},"996584723025510492":{"u":4,"t":1657674713618,"m":"lr does matter for adam, one of my thingimadoobers died on adam 1e-3 but was meh on adam 1e-4"},"996584954047758386":{"u":2,"t":1657674768698,"m":"Ye but u may need to slow it down a bit in some cases","r":"996584586458959874"},"997306049423999038":{"u":0,"t":1657846691233,"m":"most descriptive python error","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/997306049197523044/IMG_0315.jpeg"}],"re":[{"c":3,"n":"bruh","id":"956050219194253352"}]},"997306138838188163":{"u":19,"t":1657846712551,"m":"❤️"},"997531572645408868":{"u":10,"t":1657900460159,"m":"so im on mac"},"997531611136540762":{"u":10,"t":1657900469336,"m":"how do i set up tensorflow gpu with spyder"},"997531650818842704":{"u":10,"t":1657900478797,"m":"someone dm me pls"},"997543041948725348":{"u":19,"t":1657903194654,"m":"Check out PladML"},"997553618196631592":{"u":2,"t":1657905716228,"m":"PlaidML is"},"997553632532766830":{"u":2,"t":1657905719646,"m":"for keras i think"},"997566927134277693":{"u":19,"t":1657908889326,"m":"ah mb"},"997720271274385510":{"u":4,"t":1657945449418,"m":"is keras not a part of tf at this point","r":"997553632532766830"},"997720287468605510":{"u":4,"t":1657945453279,"m":"like is there not tf.keras"},"997720416233738300":{"u":2,"t":1657945483979,"m":"it is"},"997720450404716544":{"u":2,"t":1657945492126,"m":"cuz tensorflow was like oi tf sucks"},"997720486417023056":{"u":2,"t":1657945500712,"m":"lets just copy an actually good ML lib"},"997720520390873109":{"u":2,"t":1657945508812,"m":"that's what tensorflow 2.x is"},"997721713171234937":{"u":19,"t":1657945793193,"m":"lets copy it and make it shit","r":"997720486417023056"},"997721742019666001":{"u":19,"t":1657945800071,"m":"that's tensorflow 2.x"},"997721846969552987":{"u":2,"t":1657945825093,"m":"where the `tf.sealion` at tho"},"997722015073050748":{"u":19,"t":1657945865172,"m":"the what"},"997722657929834537":{"u":4,"t":1657946018441,"m":"<@456226577798135808>smh r u not a sealion fan"},"997722712891990097":{"u":4,"t":1657946031545,"m":"https://github.com/anish-lakkapragada/SeaLion","e":[{"url":"https://github.com/anish-lakkapragada/SeaLion","type":"article"}]},"997722746278654073":{"u":19,"t":1657946039505,"m":"whas this"},"997722922129031178":{"u":19,"t":1657946081431,"m":"it looks like scikit learn"},"997723067910471810":{"u":4,"t":1657946116188,"m":"it's <@712458988184404089> 's ml fw"},"997723102765121537":{"u":19,"t":1657946124498,"m":"ZAMN"},"997723107605348453":{"u":19,"t":1657946125652,"m":"starred"},"997723226576785408":{"u":22,"t":1657946154017,"m":"ZAMN"},"997723430734528522":{"u":19,"t":1657946202692,"m":"wait but what's it do"},"997728937591447584":{"u":2,"t":1657947515629,"m":"it does ml"},"997729068520845403":{"u":2,"t":1657947546845,"m":"```python\nimport sealion as sl\nmodel = sl.neural_networks.models.NeuralNetwork()\nmodel.add(sl.neural_networks.layers.Flatten())\nmodel.add(sl.neural_networks.layers.Dense(784, 64, activation=sl.neural_networks.layers.LeakyReLU(leak=0.2)))\nmodel.add(sl.neural_networks.layers.Dense(64, 32, activation=sl.neural_networks.layers.LeakyReLU(leak=0.2)))\nmodel.add(sl.neural_networks.layers.Dense(32, 10, activation=sl.neural_networks.layers.Softmax()))\n```"},"997729127748612177":{"u":2,"t":1657947560966,"m":"its basically rip off scikit learn and tf but i made the thing from scratch"},"997729428652179476":{"u":19,"t":1657947632707,"m":"damn"},"997729478883168316":{"u":19,"t":1657947644683,"m":"that's sick bro"},"997729651625570354":{"u":19,"t":1657947685868,"m":"I'm tryna do an implementation of Unet3+ or like SwinUnet++ since there's literally no github repo out there and I want to use the model"},"997729757414314014":{"u":1,"t":1657947711090,"m":"oof"},"997729783490302033":{"u":1,"t":1657947717307,"m":"have u looked into smp"},"997729858434113608":{"u":1,"t":1657947735175,"m":"https://smp.readthedocs.io/en/latest/"},"997729931620528159":{"u":19,"t":1657947752624,"m":"yeah i have"},"997729967133708308":{"u":19,"t":1657947761091,"m":"but they don't have unet3+"},"995174965399781427":{"u":19,"t":1657338601208,"m":"got it"},"995175054985941082":{"u":2,"t":1657338622567,"m":"Wait so with a batch size of 4 u still get this"},"995175095754563605":{"u":19,"t":1657338632287,"m":"🤷‍♂️"},"995175118613516318":{"u":19,"t":1657338637737,"m":"probably shitty gpu"},"995175178638217277":{"u":2,"t":1657338652048,"m":"https://stanford.edu/~shervine/blog/pytorch-how-to-generate-data-parallel","e":[{"url":"https://stanford.edu/~shervine/blog/pytorch-how-to-generate-data-parallel","type":"link"}]},"995175229842260048":{"u":2,"t":1657338664256,"m":"Really good tutorial on what I’m saying"},"995175260536176670":{"u":2,"t":1657338671574,"m":"15 Gb Ram tho right","r":"995175118613516318"},"995175282346573835":{"u":2,"t":1657338676774,"m":"I’m just tryna help out lmfao"},"995175322087608340":{"u":19,"t":1657338686249,"m":"yeah"},"995175328668467220":{"u":19,"t":1657338687818,"m":"hmmmmmmm"},"995175358313799731":{"u":2,"t":1657338694886,"m":"model is too big"},"995175414001565816":{"u":19,"t":1657338708163,"m":"yeahhh maybe"},"995175451813220515":{"u":2,"t":1657338717178,"m":"I don’t think so tho bc torchvision resnet50 is 3gb Ram iirc","te":1657338730590},"995175464421306388":{"u":19,"t":1657338720184,"m":"Swin-Transformer Base backbone + Faster RCNN","te":1657338730403},"995175562832269372":{"u":2,"t":1657338743647,"m":"I mean there’s an easy way to check if it’s the model"},"995175647913705482":{"u":19,"t":1657338763932,"m":"calculate the memory usage right"},"995175672806916156":{"u":2,"t":1657338769867,"m":"nah even easier"},"995175700757749800":{"u":19,"t":1657338776531,"m":"ooo spill beans"},"995175735251718246":{"u":2,"t":1657338784755,"m":"Just restart the notebook and load in the model into the GPU"},"995175756105777252":{"u":2,"t":1657338789727,"m":".cuda()"},"995175883012837458":{"u":2,"t":1657338819984,"m":"and then check how much memory usage with nvidia-ski","te":1657338846410},"995176061279154196":{"u":19,"t":1657338862486,"m":"amrt"},"995176067063087144":{"u":19,"t":1657338863865,"m":"smart"},"995176125246480424":{"u":19,"t":1657338877737,"m":"will do"},"995176127905660950":{"u":19,"t":1657338878371,"m":"thanks"},"995176278594420836":{"u":2,"t":1657338914298,"m":"np glad to have helped"},"995177364868837426":{"u":19,"t":1657339173286,"m":"not if you don't like to upload 15 gigs of data to the cloud","r":"995174332802269285","re":[{"c":1,"n":"⭕"}]},"995177639595749426":{"u":2,"t":1657339238786,"m":"wait holdup is this colab or kaglge","te":1657339244293},"995177733741088768":{"u":19,"t":1657339261232,"m":"huh"},"995177763734573091":{"u":2,"t":1657339268383,"m":"Oh nvm ur running it locally"},"995177786492866631":{"u":2,"t":1657339273809,"m":"What gpu"},"995177806654881822":{"u":19,"t":1657339278616,"m":"great question"},"995177822589034557":{"u":19,"t":1657339282415,"m":"i actually need to check"},"995177849617141830":{"u":19,"t":1657339288859,"m":"i know it's decent"},"995177849990422528":{"u":2,"t":1657339288948,"m":"Brah"},"995177866876698684":{"u":19,"t":1657339292974,"m":"and I forgor name"},"995177890192830564":{"u":2,"t":1657339298533,"m":"nvidia-smi in terminal will tell u"},"995177980248723488":{"u":19,"t":1657339320004,"m":"true"},"995177990239551539":{"u":19,"t":1657339322386,"m":"titan xp"},"995178115175292978":{"u":2,"t":1657339352173,"m":"damn"},"995178171622236190":{"u":2,"t":1657339365631,"m":"I have a Mac but an amd gpu doesn’t do much"},"995178202148393011":{"u":19,"t":1657339372909,"m":"yeah amd gpu is kinda trash"},"995178227310022696":{"u":19,"t":1657339378908,"m":"even with plad-ml"},"995178318003445791":{"u":19,"t":1657339400531,"m":"i have yet to try m1 training though"},"995178869764149298":{"u":2,"t":1657339532081,"m":"Mac comes with 32gb Ram tho"},"995181812668174449":{"u":1,"t":1657340233724,"m":"ahhhh","r":"995170572050890772"},"995181976581574696":{"u":1,"t":1657340272804,"m":"have u tried mixed precision training"},"995182191053115433":{"u":19,"t":1657340323938,"m":"no i haven't looked into it for this project","te":1657340395623},"995182223705784350":{"u":19,"t":1657340331723,"m":"last time i tried it tensorflow got mad at me"},"995206168521748582":{"u":14,"t":1657346040612,"m":"Mixed precision in pytorch is way easier than tf","r":"995182223705784350","re":[{"c":1,"n":"👍"}]},"994080633125089400":{"u":10,"t":1657077692062,"m":"i know right?"},"994080652070768641":{"u":29,"t":1657077696579,"m":"i bow down"},"994081479170727946":{"u":10,"t":1657077893775,"m":"👑"},"994102471439941732":{"u":14,"t":1657082898722,"m":"gimme a sec","r":"994080390627209257"},"994102773186580510":{"u":14,"t":1657082970664,"m":"https://drive.google.com/drive/folders/1Y8PuiLI-nJv9LzWEktih2AR5Pf4nNwpa?usp=sharing"},"994103026291851295":{"u":14,"t":1657083031009,"m":"shiet wait it's on edit"},"994103578622963864":{"u":14,"t":1657083162695,"m":"fixed"},"994103664270659654":{"u":14,"t":1657083183115,"m":"i recommend u check out https://docs.google.com/presentation/d/13eb3ccxQQyXsRwqO3lRq-6uYUtCxZuEi4ZPMfuk-hhQ/edit cuz i put quite a lot of time into it lmao","e":[{"url":"https://docs.google.com/presentation/d/13eb3ccxQQyXsRwqO3lRq-6uYUtCxZuEi4ZPMfuk-hhQ/edit","type":"link"}]},"994225229868056656":{"u":10,"t":1657112166612,"m":"thanks!"},"994225257651126344":{"u":10,"t":1657112173236,"m":"will do lol","r":"994103664270659654"},"994225260650057788":{"u":10,"t":1657112173951,"m":"eh"},"994225273799196672":{"u":10,"t":1657112177086,"m":"prolly later"},"994225304832852088":{"u":10,"t":1657112184485,"m":"all i took was a 2 week summer program"},"994225371274825819":{"u":10,"t":1657112200326,"m":"i dont even know what half the stuff in that slide are"},"995170565960761384":{"u":19,"t":1657337552300,"m":"https://tenor.com/view/sad-meme-gif-22168680","e":[{"url":"https://tenor.com/view/sad-meme-gif-22168680","type":"gifv"}]},"995170572050890772":{"u":19,"t":1657337553752,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/995170571891519648/Screen_Shot_2022-07-08_at_8.32.08_PM.png"}]},"995170611691274260":{"u":19,"t":1657337563203,"m":"Batch size of 4 btw"},"995170882412621926":{"u":22,"t":1657337627748,"m":"is this local"},"995171127888445510":{"u":19,"t":1657337686274,"m":"yeah"},"995171538074611833":{"u":0,"t":1657337784070,"m":"i feelya","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/995171537554509925/unknown.png"}],"r":"995170572050890772"},"995173393693425705":{"u":2,"t":1657338226484,"m":"Are u using a PyTorch dataset","r":"995170611691274260"},"995173461150400702":{"u":19,"t":1657338242567,"m":"Yes"},"995173487201226762":{"u":19,"t":1657338248778,"m":"wait"},"995173510810972260":{"u":19,"t":1657338254407,"m":"wdym pytorch dataset"},"995173540670218261":{"u":2,"t":1657338261526,"m":"basically how r u loading ur data"},"995173586472009738":{"u":19,"t":1657338272446,"m":"DataLoader"},"995173598467739850":{"u":2,"t":1657338275306,"m":"if u can, just send the few lines of the data loader ur using"},"995173606575325205":{"u":19,"t":1657338277239,"m":"with custom data"},"995173700326395974":{"u":2,"t":1657338299591,"m":"aight but basically"},"995173701995733032":{"u":19,"t":1657338299989,"m":"uhh"},"995173777547739218":{"u":2,"t":1657338318002,"m":"At each time u want to load data ur reading in the images from the files right"},"995173803770527774":{"u":19,"t":1657338324254,"m":"yeah"},"995173869394608179":{"u":22,"t":1657338339900,"m":"local training 🤮"},"995173876898201741":{"u":2,"t":1657338341689,"m":"instead of storing all the images at once in a tensor"},"995173924247707668":{"u":2,"t":1657338352978,"m":"Wdym","r":"995173869394608179"},"995174107467497513":{"u":19,"t":1657338396661,"m":"sorry what are you supposed to do instead","r":"995173876898201741"},"995174314317971557":{"u":2,"t":1657338445978,"m":"Ok so like if u have a dir with all ur images"},"995174332802269285":{"u":22,"t":1657338450385,"m":"bro all the cool kids use cloud"},"995174507927048232":{"u":2,"t":1657338492138,"m":"ur supposed to read like ur batch_size amount of images each time you load data"},"995174608468721724":{"u":2,"t":1657338516109,"m":"Like read them directly from the files, store them in a tensor, etc"},"995174642069295114":{"u":19,"t":1657338524120,"m":"yea"},"995174671697842296":{"u":2,"t":1657338531184,"m":"That way u don’t have to store ALL ur data in Ram at once"},"995174740744491088":{"u":2,"t":1657338547646,"m":"so like if ur doing that u shud be good or ur data is just heavy af ig"},"995174768741453834":{"u":19,"t":1657338554321,"m":"oh yeah how else would you do it lmfao","r":"995174507927048232"},"995174777432059924":{"u":2,"t":1657338556393,"m":"but u said it’s images"},"995174814673293394":{"u":2,"t":1657338565272,"m":"I used to read in all the data at once","r":"995174768741453834"},"995174828652892231":{"u":19,"t":1657338568605,"m":"ahhhhhh"},"995174834147426305":{"u":2,"t":1657338569915,"m":"stupid me"},"995174873057992754":{"u":2,"t":1657338579192,"m":"And that’s when this error comes"},"991482550692360265":{"u":0,"t":1656458260940,"m":"wall of text no 3"},"991497575742058538":{"u":2,"t":1656461843191,"m":"3b1b","r":"991477397109084302"},"991498117109264515":{"u":2,"t":1656461972263,"m":"It’s just all matrix multiplication drawn out, basically multiplying a matrix (the input) of num_samples rows and input_num_nodes cols by a matrix (the weights) of (input-num-nodes, output-num-nodes)","r":"991477397109084302"},"991498214849134682":{"u":2,"t":1656461995566,"m":"Leads to a matrix of num samples rows and output num nodes columns"},"991498297674047549":{"u":2,"t":1656462015313,"m":"Idk that may help u cuz I find it simpler"},"991519344548913283":{"u":10,"t":1656467033279,"m":"yes","r":"991497575742058538"},"991519360504045648":{"u":10,"t":1656467037083,"m":"ah","r":"991498117109264515"},"991519362437611571":{"u":10,"t":1656467037544,"m":"thxx","te":1656467080240},"991519576095473704":{"u":10,"t":1656467088484,"m":"ok ok gotcha","r":"991482512788435015"},"991519582646976522":{"u":10,"t":1656467090046,"m":"tyty"},"991519718601134160":{"u":10,"t":1656467122460,"m":"amount of weights corresponds to features yeah i missed that"},"991944775353770014":{"u":14,"t":1656568463887,"m":"man jupyter in vscode just keeps getting better"},"991957254704205834":{"u":2,"t":1656571439196,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/991957254423203881/unknown.png"}],"re":[{"c":1,"n":"😲"}]},"991957261763227719":{"u":2,"t":1656571440879,"m":"andrew ng tryna floss on stage"},"991963652661977139":{"u":19,"t":1656572964588,"m":"what the actual fuck","r":"991957254704205834"},"991963787676614667":{"u":2,"t":1656572996778,"m":"ok he wasn't flossing"},"991963800355999756":{"u":2,"t":1656572999801,"m":"i just got a good angle of it"},"991963900608262154":{"u":19,"t":1656573023703,"m":"Bro when was this lmfao"},"991965474877349919":{"u":2,"t":1656573399038,"m":"conference i was attending/presenting"},"991965495609786388":{"u":2,"t":1656573403981,"m":"ended"},"991967319163146250":{"u":1,"t":1656573838750,"m":"yoo u got to see andrew ng??"},"991968461007896617":{"u":19,"t":1656574110987,"m":"sheesh you got to see andrew ng irl","r":"991965474877349919"},"991968465734868994":{"u":19,"t":1656574112114,"m":"good shit"},"991968515118600202":{"u":19,"t":1656574123888,"m":"AI is the new electricity"},"991968812444430416":{"u":1,"t":1656574194776,"m":"another classic 🔥"},"991968840965701663":{"u":2,"t":1656574201576,"m":"this slide actually came up"},"991968870762033213":{"u":19,"t":1656574208680,"m":"ofc it did"},"991968881826615317":{"u":2,"t":1656574211318,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/991968881860157550/unknown.png"}]},"991968908812755012":{"u":19,"t":1656574217752,"m":"omfg"},"991968914764476446":{"u":2,"t":1656574219171,"m":"by another speaker who basically stated that it just seems like"},"991968917515935786":{"u":19,"t":1656574219827,"m":"ofc"},"991968953561780254":{"u":2,"t":1656574228421,"m":"we're applying electricity for better AI with more compute instead of the other way"},"991969218679537704":{"u":19,"t":1656574291630,"m":"fun fact:","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/991969218390147092/Screen_Shot_2022-06-30_at_12.31.25_AM.png"}]},"991969453568954368":{"u":2,"t":1656574347632,"m":"yea basically +2% accuracy for 10x more compute"},"991969499773423616":{"u":19,"t":1656574358648,"m":"yea"},"991969676110340106":{"u":19,"t":1656574400690,"m":"transformers 😔"},"991979612483625011":{"u":14,"t":1656576769706,"m":"lmaooo","r":"991968881826615317"},"991979778896842762":{"u":14,"t":1656576809382,"m":"this title is extremely misleading lmao","r":"991969218679537704"},"991979876544417832":{"u":14,"t":1656576832663,"m":"first of all 213M params is a fckton more than a typical \"single AI model\""},"991980034288009267":{"u":14,"t":1656576870272,"m":"not only that but neural architecture search is like running dozens if not hundreds of models to see what actually works"},"991980043377057803":{"u":14,"t":1656576872439,"m":"bruh"},"991990522296144002":{"u":19,"t":1656579370808,"m":"fair","r":"991980034288009267"},"991990944905822308":{"u":19,"t":1656579471566,"m":"Probably should've been: *Tuning a Transformer can...*"},"992129409253388288":{"u":2,"t":1656612484039,"m":"note that u only need to train once and then open source unlike cars so its slightly more efficient","r":"991969218679537704"},"992166403765448724":{"u":1,"t":1656621304218,"m":"huggingface ftw","r":"991969218679537704"},"992266711678062692":{"u":19,"t":1656645219488,"m":"https://media.discordapp.net/attachments/830572933197201459/991750935892213831/unknown.png","e":[{"url":"https://media.discordapp.net/attachments/830572933197201459/991750935892213831/unknown.png","type":"image"}]},"992651595223412737":{"u":29,"t":1656736982876,"m":"that actually looks hella good","r":"992266711678062692"},"993987403146592296":{"u":10,"t":1657055464303,"m":"hey if anyone has been in a hackathon for middle schoolers\nwhat was it like"},"994080390627209257":{"u":10,"t":1657077634246,"m":"oh yeah can you make a shared folder","r":"961074955456483409"},"994080569950478396":{"u":29,"t":1657077677000,"m":"nice memory you got there","r":"994080390627209257"},"990142461508718603":{"u":19,"t":1656138758781,"m":"LMFAO"},"990230208818855956":{"u":10,"t":1656159679370,"m":"the info was all in the lecture","r":"990124816461860895"},"990230333981093898":{"u":10,"t":1656159709211,"m":"the bad thing is that the teachers couldn't english, so this is what i'm stuck with"},"990288439171743755":{"u":10,"t":1656173562568,"m":"also um"},"990288540577431693":{"u":10,"t":1656173586745,"m":"lol idk why exactly weight increases with overfitting"},"990288777656270878":{"u":10,"t":1656173643269,"m":"do the specific values in the weight vector increase?"},"990304864233988126":{"u":0,"t":1656177478608,"m":"the weight vectors don't necessarily have to increase, they just have to become values that learn the particularities of the dataset. like instead of learning the relationship of multiplying by 2: x ={1,2,3}, y={2,4,6}, overfitting leads to a weight vector that memorizes that the training set has inputs 1,2,3 and outputs 2,4,6. Though, if you actually decrease the some of the weights, specifically making them ~ 0, (e.g. thru regularization), it can actually does generally decrease overfitting, because the model has less complexity to work with and so it must actually learn the real relationship"},"990304894059683841":{"u":0,"t":1656177485719,"m":"wall of text no 2"},"990312297857703987":{"u":19,"t":1656179250922,"m":"In a nutshell putting weight values closer to zero minimizes the degrees of freedom of the model."},"990316607958032494":{"u":10,"t":1656180278530,"m":"niceeee"},"990316631790067785":{"u":10,"t":1656180284212,"m":"thx thx"},"990368809611309127":{"u":10,"t":1656192724374,"m":"i got it"},"990368841274118155":{"u":10,"t":1656192731923,"m":"sry marc LOL but thx"},"990368891693846539":{"u":0,"t":1656192743944,"m":"lmao np"},"991028000126550138":{"u":2,"t":1656349887640,"m":"just try exponential regression"},"991028140891602965":{"u":2,"t":1656349921201,"m":"https://sealion.readthedocs.io/en/latest/regression.html#sealion.regression.ExponentialRegression"},"991028201868394547":{"u":19,"t":1656349935739,"m":"Wait what even is that wtf","r":"990991487036711053"},"991028372371030120":{"u":2,"t":1656349976390,"m":"yea no single model can learn width/height and the length curves as well lmfao","te":1656349984634},"991033826161614938":{"u":10,"t":1656351276675,"m":"oop mb lol i accidentally posted that","te":1656351296163},"991088507911028776":{"u":33,"t":1656364313820,"m":"**\n**","r":"991028201868394547"},"991156974785925120":{"u":10,"t":1656380637595,"m":"i still dont get how you graph multilinear regression, using python","te":1656382821138},"991180853910700083":{"u":10,"t":1656386330822,"m":"<@911724374577520691>"},"991180891885940816":{"u":10,"t":1656386339876,"m":"my knight in shining armor"},"991194996000686101":{"u":2,"t":1656389702559,"m":"u can graph up to 3D with python","r":"991156974785925120"},"991195057598238730":{"u":2,"t":1656389717245,"m":"https://jakevdp.github.io/PythonDataScienceHandbook/04.12-three-dimensional-plotting.html","e":[{"url":"https://jakevdp.github.io/PythonDataScienceHandbook/04.12-three-dimensional-plotting.html","type":"link"}]},"991195135272566855":{"u":2,"t":1656389735764,"m":"after 3D, you basically need to use dimensionality reduction to reduce the points down to 3"},"991195254818623588":{"u":2,"t":1656389764266,"m":"humans cant understand more than 3 dimensions on a graph"},"991206811183091752":{"u":4,"t":1656392519518,"m":"Ig if you use color you technically can understand 4 dimensions","r":"991195254818623588"},"991209055316095036":{"u":2,"t":1656393054561,"m":"R G B is 3 dims tho","r":"991206811183091752"},"991209531101155339":{"u":29,"t":1656393167997,"m":"how bout","r":"991195254818623588"},"991209615381516298":{"u":29,"t":1656393188091,"m":"rgb in 2d time series"},"991209855811596318":{"u":2,"t":1656393245414,"m":"wdym 2D time series"},"991209896907382804":{"u":29,"t":1656393255212,"m":"like changes over time"},"991209922480058468":{"u":29,"t":1656393261309,"m":"on a 2d screen"},"991209944827310100":{"u":2,"t":1656393266637,"m":"wait whats a 1D vs. 2D time series"},"991210006164811806":{"u":2,"t":1656393281261,"m":"it has to be in 2D right"},"991210033532633159":{"u":29,"t":1656393287786,"m":"ig u could have a 1d"},"991210052964864050":{"u":29,"t":1656393292419,"m":"but weird tho"},"991210113790648370":{"u":2,"t":1656393306921,"m":"rgb changing over time is basically what one pixel of a video does"},"991210157025546350":{"u":2,"t":1656393317229,"m":"i think"},"991213639988166687":{"u":29,"t":1656394147632,"m":"yeee"},"991464732986982490":{"u":10,"t":1656454012868,"m":"why waste time making AI when you already have humans"},"991464765111160892":{"u":10,"t":1656454020527,"m":"💯"},"991477397109084302":{"u":10,"t":1656457032230,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/991477396920356915/unknown.png"}]},"991477451945414716":{"u":10,"t":1656457045304,"m":"so this is how neural networks work"},"991477477581013082":{"u":10,"t":1656457051416,"m":"but how do u get multiple weight values for each row","te":1656457062797},"991477494177878077":{"u":10,"t":1656457055373,"m":"im kinda lost on that"},"991477546497613904":{"u":10,"t":1656457067847,"m":"video didn't really tell me"},"991482512788435015":{"u":0,"t":1656458251903,"m":"in basic linear regression, the weight matrix (vector) is formulated as the k x 1 column vector **w** = [w0, w1, ..., wk]^T,  (like in the slides screenshot u posted) where k is the number of features of x, e.g. number of windows, house length, house width, etc, and each wi corresponds to an xi. In the neural network, we want to be able to model complex relationships between the input and the output, so instead, in each layer, **w** becomes a matrix, **W**, which is of size Hidden_Node_Input_Number x Hidden_Node_Output_number. 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You calculate y_hat as shown in the video (w * X), which allows you to calculate y if you only have X. To calculate \"w\", you use what's called the normal equation, which is defined as (XtX)^-1 * Xty. However, if XtX is non-invertible/degenerate, a normal inverse can't be applied, so you use the moore-penrose pseudo-inverse"},"990095409093443614":{"u":10,"t":1656127540611,"m":"thanks a ton 👍","r":"990095096051548234"},"990095476256804905":{"u":0,"t":1656127556624,"m":"np"},"990122537457426462":{"u":2,"t":1656134008517,"m":"marc u really need to stop calling stuff degenerate","r":"990095096051548234"},"990122583057911868":{"u":2,"t":1656134019389,"m":"its ableist","te":1656134113230},"990123854703779841":{"u":0,"t":1656134322573,"m":"kek"},"990124039890694154":{"u":2,"t":1656134366725,"m":"lmfao"},"990124231192903680":{"u":2,"t":1656134412335,"m":"wait why did u assume they are using normal equation instead of gradient descent","r":"990095096051548234"},"990124378949824594":{"u":0,"t":1656134447563,"m":"bc you use moore penrose pseudo inverse instead of inverse in least squares if xtx is non-invertible  (*degenerate*)","r":"990124231192903680"},"990124516816605284":{"u":0,"t":1656134480433,"m":"nd his question was regarding the relevancy of least squares to it"},"990124779933687869":{"u":2,"t":1656134543165,"m":"aight yea"},"990124816461860895":{"u":2,"t":1656134551874,"m":"kinda weird that the slides dont even mention the relevant equation"},"990131588111138867":{"u":4,"t":1656136166361,"m":"i can't do a handstand and am therefore non-invertible, does that mean i'm a degenerate","r":"990095096051548234"},"990135883040686111":{"u":0,"t":1656137190352,"m":"unfortunately, yes.","r":"990131588111138867"},"989043844886691840":{"u":29,"t":1655876828167,"m":"huh"},"989043846883184700":{"u":36,"t":1655876828643,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/989043846673494056/unknown.png"}]},"989043851102670858":{"u":29,"t":1655876829649,"m":"interesting","re":[{"c":1,"n":"👍"}]},"989043873932263454":{"u":29,"t":1655876835092,"m":"lololol 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vim"},"985702788925374464":{"u":29,"t":1655080258352,"m":"hm?"},"985702805383835689":{"u":4,"t":1655080262276,"m":"this is the part that makes no sense to me, why instruct to use nano instead of like just using echo and >","r":"985702492467777566"},"985702840766967838":{"u":4,"t":1655080270712,"m":"like less places for new person to go wrong"},"985702858051690536":{"u":4,"t":1655080274833,"m":"or like use sed"},"985702859498737696":{"u":29,"t":1655080275178,"m":"well its and editor"},"985702896945463348":{"u":29,"t":1655080284106,"m":"also command line editiing can be"},"985702905266978816":{"u":29,"t":1655080286090,"m":"painful too"},"985702947939827762":{"u":4,"t":1655080296264,"m":"a lot of tutorials i've seen just say to open it with the gui"},"985702975374778402":{"u":29,"t":1655080302805,"m":"ye thats way better"},"985702978088493056":{"u":4,"t":1655080303452,"m":"like for mac, just use `open`"},"985702983801139230":{"u":29,"t":1655080304814,"m":"than nano"},"985703003128496218":{"u":4,"t":1655080309422,"m":"forgor the gnome one"},"985703017074524173":{"u":29,"t":1655080312747,"m":"or ^open ;) nushell","r":"985702978088493056"},"985703114629840936":{"u":4,"t":1655080336006,"m":"i mean u can make a text editor in raw bash"},"985703147441913876":{"u":29,"t":1655080343829,"m":"wait"},"985703152579932180":{"u":29,"t":1655080345054,"m":"srsly"},"985703156086358038":{"u":29,"t":1655080345890,"m":"?"},"985703191998005309":{"u":29,"t":1655080354452,"m":"can u listen for all the key reads"},"985703229436350534":{"u":4,"t":1655080363378,"m":"```bash\n:(){:&;};:\n```"},"985703242547740752":{"u":4,"t":1655080366504,"m":"i think this is the command"},"985703246326812703":{"u":29,"t":1655080367405,"m":"key inputs"},"985703278211903518":{"u":29,"t":1655080375007,"m":":(){}","r":"985703229436350534"},"985703287342915604":{"u":29,"t":1655080377184,"m":"defines a funtion"},"985703295551156254":{"u":29,"t":1655080379141,"m":"named :"},"985703323355185202":{"u":29,"t":1655080385770,"m":"that calls itself, disown itself"},"985703338412765264":{"u":29,"t":1655080389360,"m":"then calls itself again"},"985703408885461062":{"u":4,"t":1655080406162,"m":"this is bash, no ownership model","r":"985703323355185202"},"985703426505707561":{"u":29,"t":1655080410363,"m":"LMAO","r":"985703408885461062"},"985703439709397032":{"u":29,"t":1655080413511,"m":"disown ... its own"},"985703452967571548":{"u":29,"t":1655080416672,"m":"*process*"},"985703494340190228":{"u":29,"t":1655080426536,"m":"you got me once"},"985703505182457906":{"u":4,"t":1655080429121,"m":"correct answer is that it executes itself in a new process"},"985703505689993256":{"u":29,"t":1655080429242,"m":"cant get me again boi"},"985703511595552808":{"u":4,"t":1655080430650,"m":"lmao"},"985703520432971776":{"u":29,"t":1655080432757,"m":"also imagine"},"985703522475597884":{"u":4,"t":1655080433244,"m":"dammit"},"985703526267252756":{"u":29,"t":1655080434148,"m":"having"},"985703532168638514":{"u":4,"t":1655080435555,"m":"ur too good"},"985703564494110760":{"u":29,"t":1655080443262,"m":"allowing punctuation to be"},"985703572220051537":{"u":29,"t":1655080445104,"m":"a function name"},"984329749742620692":{"u":4,"t":1654752900301,"m":"https://tenor.com/view/chika-chika-fujiwara-eating-ramen-ramen-noodles-gif-15476453","e":[{"url":"https://tenor.com/view/chika-chika-fujiwara-eating-ramen-ramen-noodles-gif-15476453","type":"gifv"}]},"984331496263393290":{"u":2,"t":1654753316704,"m":"bro what is this","r":"984294905453117460"},"984334631891529758":{"u":0,"t":1654754064296,"m":"based","r":"984329697812951070"},"984334687814180894":{"u":0,"t":1654754077629,"m":"ghost peper flavored ramen noodle","r":"984331496263393290"},"984339527235690496":{"u":2,"t":1654755231437,"m":"lmfao where did u get it"},"984339545438965790":{"u":2,"t":1654755235777,"m":"if u still have it i will legit eat it"},"984345032322584668":{"u":0,"t":1654756543952,"m":"nah it's bs i think","te":1654756631607},"984345135057862656":{"u":0,"t":1654756568446,"m":"i ate it with almst no problem i think the ghost pepper thing is just marketing"},"984540627226218536":{"u":10,"t":1654803177411,"m":"guys\nanyone here know c++\nhow do i use find\nfor a set\nif the set data type is a pair\nor a struct\n@anyone"},"984570740181463070":{"u":4,"t":1654810356899,"m":"Always ping <@911724374577520691> for cpp questions","r":"984540627226218536"},"984582655779668028":{"u":37,"t":1654813197799,"m":"hes going to rant about how using std::set is inferior and why you should reimplement it in assembly","r":"984570740181463070"},"984583032306565184":{"u":4,"t":1654813287570,"m":"std::set or std::unordered_set gang?","r":"984582655779668028"},"984583953539280926":{"u":0,"t":1654813507209,"m":"yes","r":"984582655779668028"},"984585171359657994":{"u":37,"t":1654813797560,"m":"std::set","r":"984583032306565184"},"984625011199463424":{"u":4,"t":1654823296118,"m":"Good","r":"984585171359657994"},"985272926473433099":{"u":14,"t":1654977771157,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/985272926234374154/PXL_20220611_195904235.MP.jpg"}]},"985275829468663889":{"u":0,"t":1654978463285,"m":"github sent you that??"},"985277267510976552":{"u":1,"t":1654978806141,"m":"yoo what","r":"985272926473433099"},"985277558461448192":{"u":14,"t":1654978875509,"m":"Yep"},"985277596818366505":{"u":14,"t":1654978884654,"m":"U get that when u graduate if u sign up"},"985277623527698464":{"u":14,"t":1654978891022,"m":"U guys should do it too when u graduate"},"985278349117120543":{"u":0,"t":1654979064016,"m":"nice"},"985319560209104926":{"u":17,"t":1654988889506,"m":"wowww thats dope"},"985431893568798761":{"u":35,"t":1655015671866,"m":"damn very cool","r":"985272926473433099"},"985432071650545684":{"u":35,"t":1655015714324,"m":"<@449366472704393216> what do you plan to study when you're at harvard?"},"985481083518857236":{"u":14,"t":1655027399664,"m":"Take a wild guess","r":"985432071650545684"},"985538443511730186":{"u":35,"t":1655041075352,"m":"Art history","r":"985481083518857236","re":[{"c":1,"n":"😩"}]},"985548026754003014":{"u":14,"t":1655043360175,"m":"CS duh"},"985598025948872714":{"u":4,"t":1655055280912,"m":"ayyy, Chicano Studies let's gooo","r":"985548026754003014"},"985598592377044992":{"u":29,"t":1655055415959,"m":"LMAOOO 🥵","r":"985598025948872714"},"985598642704486450":{"u":29,"t":1655055427958,"m":"thought it was cultural sciences"},"985600535145103370":{"u":4,"t":1655055879151,"m":"chicano studies is a form of cultural science tho right?","r":"985598642704486450"},"985665149094494248":{"u":29,"t":1655071284317,"m":"true true it is","r":"985600535145103370"},"985701308549955634":{"u":0,"t":1655079905403,"m":"<@744266249684648116> thoughts on nano"},"985701343064883211":{"u":29,"t":1655079913632,"m":"trash"},"985701415756382249":{"u":29,"t":1655079930963,"m":"emacs is definitely better"},"985701467912564826":{"u":29,"t":1655079943398,"m":"(im tryna get killed out here)"},"985701944364531753":{"u":4,"t":1655080056993,"m":"trash","r":"985701308549955634"},"985701974991310878":{"u":4,"t":1655080064295,"m":"ofc emacs > nano","r":"985701415756382249"},"985701999100194826":{"u":4,"t":1655080070043,"m":"emacs does one thing and does it well"},"985702012782010378":{"u":4,"t":1655080073305,"m":"it let's you play snake"},"985702016917581884":{"u":29,"t":1655080074291,"m":"vim is worse than everything ;)","r":"985701974991310878"},"985702025700454430":{"u":29,"t":1655080076385,"m":"LMAO"},"985702032457490432":{"u":29,"t":1655080077996,"m":"true true"},"985702060844539917":{"u":29,"t":1655080084764,"m":"this is the true function of emacs","r":"985702012782010378"},"985702113634041857":{"u":4,"t":1655080097350,"m":"yea emacs is my favorite snake game"},"985702129085845524":{"u":4,"t":1655080101034,"m":"nano just sucks"},"985702160106942515":{"u":4,"t":1655080108430,"m":"literally no use for it"},"985702170861121587":{"u":4,"t":1655080110994,"m":"literally litter"},"985702240805343263":{"u":29,"t":1655080127670,"m":"nano is what ppl use"},"983931999926509598":{"u":14,"t":1654658069355,"m":"lmao"},"983932057396850718":{"u":14,"t":1654658083057,"m":"imagine using a gui for file manipulation <:bruh:956050219194253352>"},"983932104373071872":{"u":14,"t":1654658094257,"m":"u have to sudo as a user","r":"983931938828058635"},"983932231326236742":{"u":14,"t":1654658124525,"m":"`sudo -H -u urusername nautilus`"},"983932305729024090":{"u":14,"t":1654658142264,"m":"also just change ur trash dir permissions with chmod lmao"},"983932371285970964":{"u":0,"t":1654658157894,"m":"huh ok","r":"983932231326236742"},"983932452051513345":{"u":0,"t":1654658177150,"m":"still aids that i needed correct perms to empty the damn trash but wtv"},"983932529990070332":{"u":0,"t":1654658195732,"m":"maybe it was just a corrupted version or smthn coz when i got the new iso it worked"},"983932537292341278":{"u":14,"t":1654658197473,"m":"probably because it's a vm","r":"983932452051513345"},"983932563422859284":{"u":14,"t":1654658203703,"m":"also why u using a vm"},"983932677134643250":{"u":0,"t":1654658230814,"m":"im too poor to afford a new machine and too scared to dual boot"},"983932755568123984":{"u":14,"t":1654658249514,"m":"no like to run what","r":"983932677134643250"},"983932770508230696":{"u":14,"t":1654658253076,"m":"u could use docker"},"983932790217269338":{"u":14,"t":1654658257775,"m":"which has way less overhead"},"983932884798824448":{"u":0,"t":1654658280325,"m":"TRU but idk for me i just don't like the UX for docker"},"983932915043938314":{"u":0,"t":1654658287536,"m":"i just liked the vm experience more"},"983933072019959818":{"u":14,"t":1654658324962,"m":"wdym ux lmao just use the cli","r":"983932884798824448"},"983933110632710194":{"u":14,"t":1654658334168,"m":"also vms are like *way* slower"},"983933129242849350":{"u":14,"t":1654658338605,"m":"like waaaaaaaaaaay slower"},"983933161580953670":{"u":14,"t":1654658346315,"m":"also eats power like crazy"},"983933341181034576":{"u":0,"t":1654658389135,"m":"bruh nah the gui of vms are awesome though and hella fast","r":"983933072019959818"},"983933411590807602":{"u":0,"t":1654658405922,"m":"sir speed is not particularly of high priority atm lmao this is my cpu generation","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/983933411414663199/unknown.png"}],"r":"983933110632710194"},"983933460240531466":{"u":14,"t":1654658417521,"m":"that isn't a cpu generation that's a cpu model lmao","r":"983933411590807602"},"983933568017375272":{"u":14,"t":1654658443217,"m":"say u want to edit a file inside of a vm, what do u do","r":"983933341181034576"},"983933592172396585":{"u":14,"t":1654658448976,"m":"install vscode inside the vm?"},"983933801287798815":{"u":0,"t":1654658498833,"m":"yes i understand but it's still shit","r":"983933460240531466"},"983933827116318771":{"u":0,"t":1654658504991,"m":"yes idk the problem with that","r":"983933592172396585","re":[{"c":1,"n":"bruh","id":"956050219194253352"}]},"983933891549208587":{"u":0,"t":1654658520353,"m":"altho for linux i don't even use vscode i use gedit"},"983933993953165342":{"u":14,"t":1654658544768,"m":"yea hell naw fck that im not running an editor inside a vm"},"983934062135771267":{"u":14,"t":1654658561024,"m":"id rather attach my existing vsc installation to the vm"},"983934113570512946":{"u":14,"t":1654658573287,"m":"even bigger bruh moment","r":"983933891549208587"},"983934126853869568":{"u":0,"t":1654658576454,"m":"sure, or, just be a man and use a plain text editor"},"983934141190004798":{"u":14,"t":1654658579872,"m":"also like fr what r u even running"},"983934175176445973":{"u":14,"t":1654658587975,"m":"use textedit then i dare u","r":"983934126853869568"},"983934315928903733":{"u":0,"t":1654658621533,"m":"i use sublime which is basically the same thing except for color coding lmao"},"983934331825291286":{"u":14,"t":1654658625323,"m":".","r":"983934141190004798"},"983934499865907260":{"u":0,"t":1654658665387,"m":"uh well it's complicated but i needed linux bc dev env was easier","r":"983934331825291286"},"983934686491451392":{"u":14,"t":1654658709882,"m":"bruh this is prime docker territory lmaooooo","r":"983934499865907260"},"983934726094065714":{"u":14,"t":1654658719324,"m":"i mean u do u ig"},"983934755210932264":{"u":14,"t":1654658726266,"m":"enjoy ur subpar linux experience"},"983934813323010139":{"u":0,"t":1654658740121,"m":"ive used vms my whole life lmao"},"983934836576223302":{"u":0,"t":1654658745665,"m":"jut more comfortable with them"},"983934952141905950":{"u":14,"t":1654658773218,"m":"i used to use vms"},"983934979107069953":{"u":14,"t":1654658779647,"m":"then i found docker"},"983935144043876412":{"u":0,"t":1654658818971,"m":".","r":"983934726094065714"},"984294905453117460":{"u":0,"t":1654744592775,"m":"<@449366472704393216> ok but the real question is are you ramen pilled","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/984294904991735878/IMG_0251.jpeg"}]},"984301820660817931":{"u":14,"t":1654746241489,"m":"jeeeeesus wtf","r":"984294905453117460"},"984301833596047410":{"u":14,"t":1654746244573,"m":"hell naw"},"984310400625561611":{"u":0,"t":1654748287112,"m":"unbased department would like to have a chat 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2014","r":"983835932576866345"},"983846910366453840":{"u":14,"t":1654637782423,"m":"3080 is 2020"},"983846978700050524":{"u":14,"t":1654637798715,"a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/983846978448404520/unknown.png"}]},"983847001877803038":{"u":14,"t":1654637804241,"m":"1159% faster lmao"},"983847235697647706":{"u":14,"t":1654637859988,"m":"i would say a 11x performance differential is a \"considerable improvement\" lmaoooo","te":1654637869799},"983848770393497610":{"u":0,"t":1654638225888,"m":"HOLY SHIT YO"},"983858633345495151":{"u":2,"t":1654640577399,"m":"wait but it also sort of depends on the model ur using rihgt","te":1654640585693},"983858798194225222":{"u":2,"t":1654640616702,"m":"i havent observed a difference when going from a k80 to v100 if ur using an lstm"},"983861516950437928":{"u":14,"t":1654641264904,"m":"lstms are slow because of sequential dependence 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mlpp~~","r":"973309210353877072"},"973328152627662888":{"u":0,"t":1652129915149,"m":"right","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/973328152371793960/unknown.png"}],"r":"973312255909318776"},"973328448649060362":{"u":14,"t":1652129985726,"m":"wait r u saying more contributors = bad or somethin","r":"973328152627662888"},"973328483763757076":{"u":0,"t":1652129994098,"m":"no","r":"973328448649060362"},"973328534179283004":{"u":0,"t":1652130006118,"m":"simply saying that more contributors = more work done = better product"},"973328570174812192":{"u":14,"t":1652130014700,"m":"o wait so u actually agree"},"973328574893391872":{"u":14,"t":1652130015825,"m":"lmao"},"973328593490964490":{"u":14,"t":1652130020259,"m":"thought it was sarcasm"},"973328614353424445":{"u":0,"t":1652130025233,"m":"nah"},"973328692967252008":{"u":0,"t":1652130043976,"m":"the first time we have ever agreed on anything ever"},"973343251954294794":{"u":4,"t":1652133515109,"m":"Already has 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also relatively stable"},"973392316637261824":{"u":2,"t":1652145213041,"m":"fair enuff","r":"973387720590237766"},"973392368361426994":{"u":4,"t":1652145225373,"m":"already more stable than svelte-materialify"},"973392495243313233":{"u":2,"t":1652145255624,"m":"https://www.linkedin.com/in/mudit-somani/?original_referer=https%3A%2F%2Fwww%2Egoogle%2Ecom%2F&originalSubdomain=in"},"973392530404175942":{"u":2,"t":1652145264007,"m":"lmfao the guy who made svelte-materialify didnt even put it on his resume"},"973392661421637662":{"u":4,"t":1652145295244,"m":"he was afraid job recruiters might see a website that looks half-decent","r":"973392530404175942"},"973392726810849350":{"u":2,"t":1652145310834,"m":"hehe"},"973392737342730311":{"u":4,"t":1652145313345,"m":"guh idk how to redesign my personal site"},"973392874580344972":{"u":2,"t":1652145346065,"m":"i dont even have one"},"973394035630833664":{"u":14,"t":1652145622881,"m":"obligatory mention of my work-in-progress site 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so","r":"967340221278609449"},"967340313238700042":{"u":0,"t":1650702302990,"m":"but even so that's not production code"},"967340319886692362":{"u":2,"t":1650702304575,"m":"ive seen it before, and its gud practice"},"967340350303772713":{"u":0,"t":1650702311827,"m":"not the convention though"},"967340377956810852":{"u":0,"t":1650702318420,"m":"and not required"},"967340413801357322":{"u":2,"t":1650702326966,"m":"fck it lmfao","a":[{"url":"https://cdn.discordapp.com/attachments/951915965849935882/967340413629378580/Screen_Shot_2022-04-23_at_1.25.22_AM.png"}]},"967340414992543744":{"u":0,"t":1650702327250,"m":"c++ explicitly requires it that's why it's more readable"},"967340468209844244":{"u":0,"t":1650702339938,"m":"based","r":"967340413801357322"},"967482750967906344":{"u":4,"t":1650736262791,"m":"Isn’t it torch.version","r":"967339968257212436"},"967482833826365450":{"u":4,"t":1650736282546,"m":"I haven’t used this stuff in a 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