Good because that's the min req for the newest jobs using it
@LabiaLicker4 ай бұрын
*writes in resume
@justingolden874 ай бұрын
"Imagine you're writing a nuclear warhead in your mom's basement" Oh I don't have to imagine fireship
@gezenews4 ай бұрын
Lol worst day to possibly make that joke.
@Roiadas4 ай бұрын
Relatable
@JoaoLucas-fo8gv4 ай бұрын
FBI would like to know your location
@GLUBSCHI4 ай бұрын
@@gezenews?
@franciscos.23014 ай бұрын
@@GLUBSCHI he must know something we don't 😳
@jonathansmith80704 ай бұрын
Active: Jax enters Evasion, a defensive stance, for up to 2 seconds, causing all basic attacks against him to miss. Jax also takes 25% reduced damage from all champion area of effect abilities. After 1 second, Jax can reactivate to end it immediately.
@deathpacito87024 ай бұрын
Active: Jax enters Evasion, a defensive stance, for up to 2 seconds, causing all basic attacks against him to miss. Jax also takes 25% reduced damage from all champion area of effect abilities. After 1 second, Jax can reactivate to end it immediately.
4 ай бұрын
Imagine if Jax had a real weapon?
@mysterioustraveller71654 ай бұрын
ACTIVE: Jax Dash dashes to the target unit's location. If the target is an enemy and they are in range upon arrival, Jax deals them physical damage. Jax can cast any of his abilities during the dash
@kalpamonx4 ай бұрын
Gotta try AP Jax someday, one time I had this one rando Jax who went AP in my team. He was melting everyone!
@Dom-zy1qy4 ай бұрын
Was just scrolling waiting to find a comment like this.
@4dtoaster8194 ай бұрын
"Why did you start using JAX?" Me: "I like the logo"
@wlockuz44674 ай бұрын
As a software engineer with 10 years of experience, I understood some of those words.
@MaxMalm4 ай бұрын
I felt so stupid watching this
@yad-thaddag4 ай бұрын
@@MaxMalm You're not the only one. 😉
@poulticegeist4 ай бұрын
Yeah, I guess that goes to show that those years of experience were wasted
@mohamedtrfnx66324 ай бұрын
This is what happens when people become software engineers from the internet lol
@twentyeightO14 ай бұрын
As a ML student I understood everything. That just means you're not into this stuff.
@randomeone1004 ай бұрын
Time to add JAX in my resume
@TheRadischen4 ай бұрын
10 years experience
@injSrc4 ай бұрын
😂😂
@MiroslawHorbal4 ай бұрын
Good idea. Thank you for the career advice
@ClaudioRodriguez-ln2ez4 ай бұрын
Gg no top
@dominicanfrankster4 ай бұрын
I watched this vid too, I'm going to do the same
@mritunjaymusale4 ай бұрын
Jax sounds like less abstract version of pytorch and more complicated version of numpy
@Imperial_Squid4 ай бұрын
Pretty much yeah
@kittydaddy20234 ай бұрын
huh
@Michallote4 ай бұрын
However performance is above torch somehow
@Imperial_Squid4 ай бұрын
@@Michallote because JAX basically compiles down to machine code when run, and while a lot of Pytorch iis done at a low level, there's still some overhead that's python running things. But conversely torch allows you to do dynamic ML (edit: actually pytorch also let's you compile but I haven't played with it personally), whereas JAX has to all be perfectly laid out from the start so it depends what you're trying to do. Torch is also just more useful to more people so it's more well supported so even if Jax would be better for your project, there's incentive to follow the herd and use the thing everyone else is using.
@user-pe7gf9rv4m4 ай бұрын
jax borrows a lot of ideas from haskell and functional programming it just has a more familiar syntax (python-style) and calls things differently (scan is a bifunctor for instance)
@unclecode4 ай бұрын
The sample code u shared at the end, so simple & elegant shows what training is all about. Approximation of a function F defined as multiplication of multiple matrixes (its layers), then calculating its error over known data E(F(x), y), computing gradients of that error E', & then updating F's parameters, such E' approach to zero. I will share this code to my students. Thanks again.
@alcoholrelated45294 ай бұрын
i'm interested in computer science, calculus and statistics, but i only have 300 seconds in total
@the_everything9994 ай бұрын
Then you're in the right place.
@artyomloukashov6364 ай бұрын
Then you need Matlab - short, fast, mathematical!
@dishankshah50804 ай бұрын
give 100 seconds to each and you're done.
@potato_zeq35714 ай бұрын
"Imagine if i had a real weapon!"
@hlab35244 ай бұрын
I WAS LOOKING FOR IT xd
@sephroth2014 ай бұрын
now we need another library call annie
@ChrisCarlos644 ай бұрын
My thoughts exactly, especially the color scheme looking like his default costume
@potatosheep4 ай бұрын
League x Programming = Legendary
@mindaugask_4 ай бұрын
@@potatosheep found the scripter
@rick-ed1sn4 ай бұрын
that's a very clever logo
@LouisChiaki4 ай бұрын
Then you should also love Tensorflow.
@yash11524 ай бұрын
2:43 that sure looks cool and inspiring. but whats clever about it?
@josevilleАй бұрын
@@yash1152 it incorporates an impossible geometry
@yash1152Ай бұрын
@@joseville is that related to the branding in any way? > _"it incorporates an impossible geometry"_
@josevilleАй бұрын
don't know JAX about JAX The impossible geometry in the logo is similar to a Penrose triangle
@picoplanetdev4 ай бұрын
Oh boy another Fireship video!
@ortana-v24 ай бұрын
truely the first
@12crenshaw4 ай бұрын
At least that one haven't made me anxious about AI taking over the world
@josevilleАй бұрын
0:25 wow, they incorporated an impossible triangle into their logo! that's really cool!
@Henrique-up4su4 ай бұрын
"Let's start with X: Accelerated (...)" "???"
@tienatnguyen88994 ай бұрын
That's because X is pronounced "eks", and accelerated is pronounced like "eks-elerated"
@bruwyvn4 ай бұрын
Clearly you haven't watched BEN10
@birdbeakbeardneck36174 ай бұрын
ai fireship strong with this one
@onça_pintuda9994 ай бұрын
@@bruwyvn For non native speakers XLR8 is just XLR8 in the translated language, usually who watches/ed ben10 at 10yo would not speak english, outside of native speaking countries. It took me years to realise that xlr8 is spelled accelerate
@kintrix0074 ай бұрын
@@onça_pintuda999 Nah it really depends. For example, in the Hungarian dub its name would literally translate back to English as "Lightning Gremlin". They just took the message of it, and gave XLR8 a name a 10 year old could have come up with. Instead of a letter sequence that is otherwise nonsensical. Or, in the Japanese dub, they just called it "Accelerate", as they kept the pronunciation of all the aliens, not the spelling.
@8ball4373 ай бұрын
0:55 the points of inflection are marked wrong on the graph. The yellow points are local extremums, not inflection points.
@bramvdnheuvel4 ай бұрын
Do Elm in 100 seconds! You'll love it! It's an older JavaScript framework that had a lot of thought behind it. It's funny to see more popular ones catch up, but Elm did a lot of the things very well and it deserves some love!
@VisibilityO24 ай бұрын
I have never heard the best explanation of derivative from calculus like 'if you want to know how big is the mushroom cloud is growing ' .
@NoahElRhandour4 ай бұрын
Active: Jax enters Evasion, a defensive stance, for up to 2 seconds, causing all basic attacks against him to miss. Jax also takes 25% reduced damage from all champion area of effect abilities. After 1 second, Jax can reactivate to end it immediately.
@MarcusAurelius-kl5yz4 ай бұрын
Dang missed opportunity using the Jax from league of legends on the video
@Gm-ce5kg4 ай бұрын
missed opportunity to take a shower
@msghia52523 ай бұрын
Who?
@utorque4 ай бұрын
Could you do a ROCm video (AMD's CUDA couterpart) ? Love you and your vids !
@zstrizzel4 ай бұрын
great video but still very sad we did not work in a mortal kombat jax reference
@fernandogurgel4 ай бұрын
Was looking for this comment. I always wanted to see a library or tech called Jax, because all I got was AJAX concept from Javascript, which would not entirely fit it, but somehow always reminded me of the MK fighter.
@4RILDIGITAL4 ай бұрын
This video really clarified how this isn't just another accelerated linear algebra library, but a tool developed by Google for futuristic new hardware. The constraints on immutability and the way it compiles to low-level code for accelerated Hardware seems ideal for machine learning. And the automatic differentiation feature is truly next level.
@FasutonemuMyoji4 ай бұрын
Thanx totally not chat gpt or equivalent
@jjhacker8104 ай бұрын
Can I suggest R? It seems to be gaining traction in Google Courses, EdX, Uni, Etc. It'd be good to get a high level overview of the langugage that can be used to summarize it for business, friends, family, etc
@叵4 ай бұрын
*jax from the amazing digital circus* ⁉️
@thecatguy8934 ай бұрын
What i thought
@SirusStarTV4 ай бұрын
Nah, from Mortal Kombat
@Console.Log014 ай бұрын
please end it all my bro
@teamllr31374 ай бұрын
I was sure there would be at least 1 comment like this...
@Fafr4 ай бұрын
No it's the classic creator from Geometry Dash, the one behind the legendaray The Nightmare
@athlone_tch4 ай бұрын
- “Mum, could I practice my predictions from automatic differentiation in our garden?” 1:47
@robertholtz4 ай бұрын
Thank you, Fireship. Up until I watched this video, I thought I was smart.
@joshuaevans43014 ай бұрын
Holy shit automatic differentiation is so freaking cool. Imma need to remember this when I jump back into calculus
@Jack-ul2rb4 ай бұрын
How you edit your videos? . It was an amazing edit And which platform do you use for such arrows and animantions .
@jackelhuevo21334 ай бұрын
Very cool video! May I suggest you tackle Dyalog APL (or APL in general) in the future?
@codyandersan4 ай бұрын
For those who don't know: Fireship lives on a planet whose gravity is stronger than our Earth, that's why his 100 seconds are our 226..
@codexcursors4 ай бұрын
Thanks, I can now add 10 years experience of JAX to my résumé!
@MrDejvidkit4 ай бұрын
Please do scala next!
@ferdinandbardamou55084 ай бұрын
My experience: ~1200 to 1500x accelaration of a function with numpy operations on a conventional 3070 GPU, by just adjusting the numpy code to JAX syntax. Just remember that array dimensions must be constant.
@KennaBlackburn-tm9xn4 ай бұрын
100 seconds is a bit of a stretch, but well what can you do. Keep up the great work.
@netcodedev4 ай бұрын
I just opened KZbin and thought it must be about time for a new fireship video. And bang! There it is
@alphaios77634 ай бұрын
Hoped to get some tips on top lane
@LetyQ4 ай бұрын
1) Always keep track of jungler pathing. 2) Freeze lane when ahead, even if the opponent does not contest and thus does not die, the gold and xp lead from the minion is enough to snowball. 3) Death timers are very low until level 7, don't greed a plate if a takedown is taken, you will lose in tempo and therefore reduce the advantage from the kill. 4) If opponent roams, hard shove then follow up if action not ended. Best case scenario the roams does not connect and opponent will lose wave. Worst case scenario, the roam is successful but as the lane is under the opponent tower, they can neither base nor push for plates, therefor the play is even in tempo even if it is losing in gold/xp.
@Channel-iu6de4 ай бұрын
Man that logo design for Jax is amazing
@hectors.16444 ай бұрын
A must like video, due to your effort to research this type of content, keep that good work
@Rahul.Gurung.4 ай бұрын
Brilliant back at it again, everywhere I go I see brilliant.
@kushagrachaturvedy28214 ай бұрын
Love the visuals in this one
@kellymoses85664 ай бұрын
Automatic differentiation is fascinating
@YandiBanyu4 ай бұрын
Oh, that is actually useful. The abstraction is very much welcomed here. Can't wait to see RandBLAS and RandLAPACK too!
@boriscrisp5184 ай бұрын
This is te best youtube channel on the internet. I just wish youtube wasnt censored so i could expresshow much I enjoy the content
@foxy_robin4 ай бұрын
You videos with Brilliant sponsorship are max quality ser.
@masicbemester4 ай бұрын
ah yes that one character from The Amazing Mortal Kombat Circus
@NY_Mountain_Man4 ай бұрын
I'm an artist who worries constantly about saying the wrong thing on occasion. Meanwhile, I'm watching some guy talk about nuclear warheads. What a fascinating channel. 👏
@RiversJ4 ай бұрын
If it doesn't maintain internal state (with assorted memory overhead) or actually produces new copies of arrays, this is Hugely wasteful on the GPU memory bus. Wide scale SIMD architecture does Not model after OOP or FP concepts perfectly, there is a damn good reason they aren't driven the same way CPUs operate. Both approaches seem faulty and unavoidably slow/wasteful translation layers to CPU styled paradigms. Far more useful would be having access to well designed wrappers on most languages to the underlying APIs which too often require a shit ton of boilerplate and horrible docs along with badly designed interop calls.
@geoffreybrunet59483 ай бұрын
There is an error for mushroom example with array, it's a 3 elements array but you try to get arr[3], je gradient is [60., 4., 3.]
@nafrost27874 ай бұрын
This sounds extremely similar to pytorch, tensorflow, keras and the likes. I'm surprised I haven't heard of it by now. Anyone here on the internet have any ideas why is it less known? Maybe it's a latecomer?
@f3arbhy4 ай бұрын
its pretty well used for machine learning in the scientific community. Jax probabiliy has the best api in terms of writing pure functions and transforming them into functions that returns gradient's or hessian. For that reason, one can write code just like writing an equation, which is well appreciated by the scientific community..
@SuperMaker.M4 ай бұрын
nice I just literally started learning JAX after using TF and torch for a long time
@dovs964 ай бұрын
That's exactly the thing I needed lol, thanks a lot.
@2puff-nn5sv4 ай бұрын
mathematics in 100seconds
@howird4 ай бұрын
JAX actually stands for "Just After eXecution" according to the original white paper
@nictibbetts4 ай бұрын
jaxing off
@apps91294 ай бұрын
Actually understood a lot more than I thought I would randomly clicking on this video.
@monkeyofjp4 ай бұрын
"Imagine if I had a real weapon"
@TimmyM4 ай бұрын
I don't understand anything you say, but I love watching these videos anyway.
@raidtheferry4 ай бұрын
Hey Fireship, what software do you use to edit/produce your videos? thx
@EigenCharlie4 ай бұрын
Really want to see how impoved versions of KANs wil perform using JAX
@edbrito-swdev4 ай бұрын
I saw the title and thought it was going to be on Jax-RS. I'm glad it wasn't!
@costitica4 ай бұрын
Imagine I tell the interviewer I have 100 seconds of experience in JAX
@cinderwolf324 ай бұрын
I would love to see Smalltalk in 100 seconds
@dsjgfhidupgjret4 ай бұрын
Finally something I’ve used in this channel :)
@pasmanitan4 ай бұрын
Recruiters are gonna ask for ppl with 15 years of experience with JAX
@R3dX51184 ай бұрын
Mr fireship, please don't scam us, this ain't no 100 seconds anymore, Thank you ❤
@XyndraNerd4 ай бұрын
You know you're balling if you have your own TPU
@ItWasEnder4 ай бұрын
I said "Im not going to use JAX probably not going to watch". I'm glad I did, it actually looks useful lol.
@soflass12934 ай бұрын
The most understandable 100 seconds ever
@Salah-YT4 ай бұрын
JAX in 203 Seconds
@vintagegenious4 ай бұрын
All those new languages and libraries are converging closer to functional programming
@GOUST3D4 ай бұрын
I feel like I'm always just out of the grasp of understanding how something like this is useful for like 3d animation data... idk how the array of partial derivatives would be useful but it seems like it would be for some of the stuff I'm thinking about
@lenionio4 ай бұрын
I have 20 years experience in JAX and I must say I love it
@soundstudio78034 ай бұрын
tfw you realize 100 seconds videos aren't actually 100 seconds long
@um80784 ай бұрын
Then at your interview they're gonna require you to have 5 years of experience in JAX
@eulmdev4 ай бұрын
common W fireship vid i love the 100 seconds series lol
@HardbassTV.3 ай бұрын
Jax from TaDC?
@nafrost27874 ай бұрын
Who else is proud of our little Jeff for graduating to a brilliant sponsorship?
@vicradon4 ай бұрын
You explain partial derivatives in a way I've never thought about before. So a partial derivative exists because the function being differentiated has multiple inputs. When it's a single function, there's no need for them. Right?
@skejeton4 ай бұрын
"i invented a new hyper parallel execution language!" new or shading language? "shading language"
@toxiq52954 ай бұрын
That logo is sickly designed
@zainkhalid36704 ай бұрын
Just about time I add it in my CV
@Gstyle852554 ай бұрын
Good to see its not just JS languages in the merry-go-round
@loserpacman4 ай бұрын
The linear algebra field going to the moon with this one
@hanif72muhammad4 ай бұрын
My brain too smooth, what are you talking about?
@syrus3k4 ай бұрын
Wasn't Jax a character in mortal kombat?
@Andeiih4 ай бұрын
My head is exploding like a nuclear mushroom cloud after this one
@somerandomfinn6684 ай бұрын
100 seconds (adjusted for inflation)
@thedelanyo4 ай бұрын
The only in 100 seconds without "Hi mom"
@pixelsandpointers4 ай бұрын
You forgot about ease of parallelization and vectorization of functions which are the true primitives of Jax, alongside autodiff. C:
@FaiqAli-cc3sl4 ай бұрын
You explained it better and faster than my ML professor
@_rd_kocaman4 ай бұрын
Thanks for the video mate now I can add JAX to my resume
@the_everything9994 ай бұрын
Jax seems really cool.
@amooozk77774 ай бұрын
that was almost 204 seconds😂
@Nekoeye4 ай бұрын
"Imagine"... stop it right there. I'm lost.
@thatguyoverthere324 ай бұрын
Is this just giga chad MATLAB? Was my first year compute physics course useful after all?
@Tubeytime4 ай бұрын
Thought this was a TADC compilation video, but I'll take this instead
@tommypospa4 ай бұрын
Glad I have 4 years minimum experience with JAX.. oops AJAX.
@J3dotgg4 ай бұрын
Thanks Fireship, this library will definitely accelerate the development of my nuclear warhead!
@Rebel1014 ай бұрын
You know it's a sponsored video, when there is no flat earth.