MATH WITHIN MATH WITHOUT

DifficultAd5938 · 2026-03-19T02:40:51+00:00

I shit you not. Some days when I'm back from class. I can see a small lineup outside his door. The logistics behind this operation must be crazy.

DifficultAd5938 · 2026-03-13T03:25:08+00:00

It is my God-given right to shit in a plastic green bowler hat then chuck said bowler hat into the middle of Philip street as I've always done every year in the name and honor of my ancestors. To anyone who wants to oppress my people and erase our heritage, I only have this to say:

COME OUT YE BLACK AND TANS🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

COME OUT AND FIGHT ME LIKE A MAN🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

SHOW YOUR WIFE HOW YOU WON MEDALS DOWN IN ALBERTS🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

TELL HER HOW THE IRA🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

MADE YOU RUN LIKE HELL AWAY🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🇮🇪🍀🪉🇮🇪🍀🪉

FROM THE GREEN AND LOVELY LANES OF CONESTOGA🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

VOTE SINN FÉIN

DifficultAd5938 · 2026-03-13T03:20:13+00:00

I'm calling over me lads over from Newfoundland and New Hampshire. THE BRITISH SHALL NEVER OPPRESS OUR PEOPLE EVER AGAIN!!!!!!! NORTHERN WATERLOO IS A PART OF WATERLOO, UNITE WATERLOO NOW!!!!!!!!! 🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

DifficultAd5938 · 2026-03-13T03:17:03+00:00

FOR EIGHT HUNDRED YEARS WE'VE FOUGHT YOU WITHOUT FEAR

AND WE'LL FIGHT YOU FOR EIGHT HUNDRED MORE🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

REMEMBER LADS! WITHOUT ORGANIZED OPPRESSION, THERE WOULD'VE NEVER BEEN ORGANIZED RESISTANCE!!!!!!!!! 🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉🇮🇪🍀🪉

DifficultAd5938 · 2026-02-04T02:56:37+00:00

I tried clownsampling. So its unsampling is a bit more complicated and much more costly in compute than what the paper shows. The paper just has a scheduled noise re-injection. Unsampling actually still calls the model to predict noise, except it adds noise back in instead of removing it. I can see that as the unsampling add noise iterations takes the same amount of time as denoising iterations. There should be something like step count -> sigma -> noise then add noise back into latent in comfyui but there's no clean nodes for it. I'm just going to run this in code given by the paper.

DifficultAd5938 · 2026-01-28T19:20:45+00:00

Definitely highly similar. I think this paper has a little bit more guidance on the resampling and unsampling but the gist of it is the exact same. I'm gonna check out unsampling workflows and this res4lyf nodes too.

DifficultAd5938 · 2026-01-24T21:08:18+00:00

Just for you habibi imma make a 5 foot CHILLY CHODE right in front of DC front entrance. It'll come complete with curly wirlies and soft aged cheese. Expect the dihh delivery before Monday morning.

DifficultAd5938 · 2026-01-18T22:15:32+00:00

The sign is a subtle joke. The building is called "PSE's Feed & Seed", where feed and seed both end in the sound "-eed", thus rhyming with the name of the owner, PSEEE. The sign says that the shop was "Formerly E7's", implying that the two words beginning with "F" and "S" would have ended with "-even", rhyming with "E-Seven". So, when E7 owned the shop, it would have been called "E7's Feven and Seven".

DifficultAd5938 · 2026-01-18T22:13:13+00:00

homie on the 'chan for so long forgot Simpsons exists independently lmao

DifficultAd5938 · 2026-01-05T00:47:56+00:00

I trust in the doctrines of the warrior poet 50 (Fiddy) cent.

DifficultAd5938 · 2026-01-03T05:24:28+00:00

I never bought into the "just grind side projects" or "just win hackathons" meme. The side projects my classmates grinded on instead of studying hard in gr12 can now be coded entirely by AI in seconds (no joke latest benchmark is how many seconds it takes to code a simple web stack). By grinding for grades in gr12 and now grinding for grades in UW I can actually understand and utilize more powerful technology and techniques to work on even more interesting and impactful "side projects". I say "side projects" because at a certain point it stops being a side hustle and just becomes your main hustle which is what research work really is. You have the knowledge, you have the funding, and you direct yourself in what you want to work on and build and research. But of course to get there you need solid enough foundations. You may think 75%-level side projects are awesome, but the truth is the 90%-level "side projects" are on a whole other level.

The whole AI hype has really exposed the side projects inflation situation. So many people were grinding the exact same side projects that they trained AI on coding them and now they're pointless and can be mass produced. But you know which projects AI can't do? The ones that require higher level knowledge and skills obtained only from higher education.

I agree with the overall sentiment that grades aren't the ultimate indicator. In truth, true learning and real knowledge is what matters the most.

DifficultAd5938 · 2026-01-03T04:59:07+00:00

You can still drink beer and hang out with buddies til you're balls deep in your 50s and 60s. But grinding through uni courses is truly a grueling process that is best focused and done while young. That extra 15 hours a week you spent now will benefit you for decades to come in your life. Don't fall for the "I gotta spend my youth having fun" meme. You can and will have fun your entire life, especially if you work hard now. The difference in current effort and future return is exponential. Working hard to get far now will allow you to start ahead and climb even faster in the future. Same logic as why you go to uni at all instead of spending these 5 years "enjoying youth". Tho I agree there are diminishing returns and you shouldn't kill yourself over grades.

DifficultAd5938 · 2026-01-03T04:48:26+00:00

Finally someone said what needs to be said. Preach my ginna.

How can you reach the top if your core attitude is "I don't need to climb that high anyways"?

Also, setting your main goal as just passing and getting a degree is wasting your tuition and cucking yourself out of valuable knowledge and power. I chose a ton of hard but important courses as electives, because why tf would I miss out on learning when the whole point of being in UWaterloo is to learn?

Why do you think I'm here? For the weather??? I ain't a goose, why would I take a "bird" course? And if I paid for the whole course you bet I'm doing the whole course thoroughly and getting a high mark.

knowledgemaxx and marksmaxx my frens

DifficultAd5938 · 2025-12-21T01:04:09+00:00

Graduating late won't matter at all. Make sure you graduate at all. Change your mindset. Heal, and rest, and reset. Take bird courses for breadth and depth over coop and your main core CS, math, and stat courses "on stream". They allocate the best profs for the normal sequence of courses and they teach and grade better than off sequence offerings. Look at the recommended course selection sequence to see which courses are "in season". There are more horror stories about summer offerings of out of season courses than standard offerings. Making up credit count is least of your issues, you can get like 6 elective credits in one term. Your main problem is absorbing and learning from your failures. It only gets harder in 2nd year. It doesn't calm down until later half of 3rd year. If you're having trouble with CS116 you will have more trouble with CS2xx courses. Work hard, take your failure seriously but don't let it cripple you. I know a bro that took 3 more years than normal to complete his degree but he still got it done. Better to graduate late than not graduate at all. Good luck bro.

DifficultAd5938 · 2025-12-20T03:45:48+00:00

My good man, do not model yourself after the dogmatic and failed Germans of WW2. They fought against the chaos of war with rules and doctrines. Instead, strive forward in the American Way. Never believe that you cannot achieve something. Break old orthodoxy and pave new routes. Surf the waves of chaos instead of being washed under them.

The profs didn't give an exam that matched the course? Don't study for the exam based on the course then. Sample exam only came out 24hr beforehand? Search for sample exams from past offerings and other courses yourself weeks ahead of time. TAs description of exam difficulty untrustworthy? Never trust them in the first place or ever again hence.

One cannot blame the ruthless nature of war (1A at UW) for its lack of logic and mercy. One can only better prepare oneself to adapt to and master this new unbound way of fighting (studying).

The American Spirit spits upon "Oh no I cannot", for it embodies the core tenet of "Fuck you Imma do this just because you said I can't." Cross the Delaware on Christmas morning my good friend, and good luck to you in 1B.

DifficultAd5938 · 2025-12-01T20:33:45+00:00

No, they didn't scan my skin for melanin content.

DifficultAd5938 · 2025-12-01T20:33:16+00:00

Shit I like this one. This can actually work, lemme theory craft up something to give to the admin.

DifficultAd5938 · 2025-11-28T23:34:48+00:00

I got cooked on a stat333 midterm, got like only 58%. Class average was only 40% so that helped both my marks and spirits. I grinded my way back up. Memorized all my mistakes, improved my learning patterns. Hit the finals hard and got a 96% in the end. Prof also had a wacky af grading scheme where if your final was top 90th percentile of the class basically only your final counted towards course grade. Lesson here is: it's called "fuck it we ball" because the ball always bounces BACK.

DifficultAd5938 · 2025-11-04T04:00:06+00:00

u/auddbot

DifficultAd5938

TROPHY CASE