PyTorch in 100 Seconds
Переглядів 797,489
Рік томуPyTorch is a deep learning framework for used to build artificial intelligence software with Python. Learn how to build a basic neural network from scratch with PyTorch 2.
#ai #python #100SecondsOfCode
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🔗 Resources
PyTorch Docs pytorch.org
Tensorflow in 100 Seconds
Python in 100 Seconds • Python in 100 Seconds
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🔖 Topics Covered
- What is PyTorch?
- PyTorch vs Tensorflow
- Build a basic neural network with PyTorch
- PyTorch 2 basics tutorial
- What is a tensor?
- Which AI products use PyTorch?
@Kuznet609 10 місяців тому
I have understood nothing.
@Telhias Рік тому
The more I learn about Python, the more it seems like good python code should contain as little code in python as possible.
@r0manuks Рік тому
Try to build a table completely out of glue. Same thing, you want to use as little as possible
@ipodtouch470 Рік тому
Good python code seems to follow the following pattern import taskDoer doer = taskDoer doer.do_task()
@SI0AX Рік тому
IMO, the less code something has, the better. *Especially* when it's boilerplate code. Sometimes I believe people have a typing fetish... I actually have a coworker that likes typing and he writes a lot of repetitive code and does not recycle the code.
@MrRaja Рік тому
@@SI0AX now he can beautify his code using gpt4. Don't show it to him it'll break his heart
@mrgalaxy396 Рік тому
@@SI0AX You mean the less code _you_ have to type the better. We all want complexity abstracted away with nice easy to use APIs we can just chain to get things done, but there's still a bunch of code someone else had to write running in the background to get that thing done.
@SpenceDuke Рік тому
kinda wish this was PyTorch in 1000 seconds
@cre8ive65 Рік тому
I did my final project for my degree last year using TensorFlow. I'm tearing my hair out now learning about PyTorch, this looks like it would have saved me so much time and suffering 😭
@suyashshrestha1099 Рік тому
Is TensorFlow not worth learning than PyTorch?
@akj3344 Рік тому
@@suyashshrestha1099 Just pick one and go with it. Once you understand one of them, you can pick up the other in 2 hours or something.
@SI0AX Рік тому
There are actually *very* few differences between the 2. Their use cases may differ, but that really only because of what a company decided to use for their project. You can actually switch from one to the other with little effort.
@yourmomsboyfriend3337 Рік тому
I agree with the above commenters, but if you are familiar with Numpy, USE PYTORCH. Numpy is extremely similar to PyTorch, and they even share an astounding number of identical functions, where PyTorch’s version just operate on tensors instead of numpy arrays and can use your GPU. Creating an array in numpy can be done identically in PyTorch with the Zeros(), Ones(), and empty() functions. They also connect very well, there’s even a from_numpy() function to get convert between the two
@AmodSandeepa Рік тому
Pytorch is majorly used in academia and TF in the industry. Personally I found TF easier to learn than pytorch. Both are great in their own ways.
@Officialjadenwilliams Рік тому
I absolutely have loved your videos for so long. Thank you for the incredible production quality and fast-paced information made simple!
@whit3rose Рік тому
Let's develop a deep neural network to find who made the chicken.
@hatnis Рік тому
botted subs momenttt
@KingThrillgore Рік тому
Jaden moment
@fahd2372 Рік тому
@@whit3rose A dinosaur made the egg that mutated and made a chicken
@tixonochek Рік тому
@@fahd2372 not really
@JulianHarris Рік тому
Absolutely brilliant combination of conciseness and coverage.
@Wilton24 Рік тому
Amazing explanation as always. Short yet concise. I hope you live 100+ more years.
@1008OH Рік тому
I used PyTorch for my thesis and it was really easy to use, I loved the modularity of everything
@sr.luisraytraceiii2422 Рік тому
YoloV8 and Mindsdb is a great thing for us smooth brains. 😊
@ramandeepkaurbanvat7583 Рік тому
how did you got to learn pytorch can you tell me. I am interested in learning it but not able to find best source
@nebuchadnezzarii6423 Рік тому
what was the thesis on?
@erikawwad7653 Рік тому
@@ramandeepkaurbanvat7583 just use the documentation. what task are you trying to accomplish?
@olcaybolat3452 Рік тому
@@ramandeepkaurbanvat7583 If you finally got a good source, can you also share please
@Herdol90 11 місяців тому
Such large concept in 100 seconds? Just brilliant work. Thanks!
@nickshapiro8308 7 місяців тому
Always great info on this channel. Thanks!
@bentaylor1153 Рік тому
your 100 second videos seem to come out exactly when I need them. I just started a AI, ML project this week.
@Pramit2000 5 місяців тому
And I am starting now
@mujibshaikh7494 5 місяців тому
Will you please share details about your AI ML project
@doomgirl5341 4 місяці тому
@@mujibshaikh7494SHUT up
@RobertoKv Рік тому
I was just about to request this one! Thanks a lot!
@HeyFaheem Рік тому
It's Impressive that You Have Knowledge/Intuition in Many Field. Keep On!
@SillyLittleMe Рік тому
Learning PyTorch currently and it was nice seeing you make a video on this topic.
@theone5312 Рік тому
Now I'm ready to start my Data Science career. Thank you Fireship!
@erickmaraz9753 Рік тому
Great video! :) I.think it would be important to add the backforward step in pytorch so people could see the complete cycle of training a NN.
@scottvickrey2743 Рік тому
Keep them coming! I love these 100 second videos!
@josejuan98 Рік тому
Wonderful video!!! I would love to see Scala in 100 seconds next :)
@moccomocco 23 дні тому
MORE DEEP LEARNING STUFF IN 100 SECONDS! I remember going through courses that took literally freaking days... tons of crazy equations and weird explanations... this stuff is gold man.
@jaktrak Рік тому
The code looks so much easier to understand then I expected. That's what makes me so excited and scared to even try this kind of thing.
@sanjaisrao484 5 днів тому
Thank you for a brief overview, It was so helpful.
@latedriver9019 Рік тому
The data you provide is invaluable when it comes to keeping me up to date with the tech around me. As a developer, I can't thank you enough.
@rikthecuber Рік тому
I just started learning pytorch and here is Fireship!
@marktyshchuk 4 дні тому
The best video tutorial on PyTorch I have ever seen. All the courses on this topic are so complicated but your video is an amazing one. I learned more than I have in a year. Thank you so much Fireship!!!
@redcraft612 Рік тому
Interesting video. Keep up the good work 👍
@ruturajvyawahare9089 Рік тому
This is the only channel I have the bell 🔔 for notifications because of its pure quality of content 🔥
@sir_no_name1478 Рік тому
Very good and concise explained, as always ^^
@jordanmalfara1501 Рік тому
Alright man. Seriously? You have my computer bugged don't you? I swear, every god damn side project I start the next week we get a video with perfect relevance. I love you
@leoingson Рік тому
Great little intro to CUDA in here! Would like to see a video giving an overview on GPU layers (AMD ROC and whatnot), and maybe the associated hardware situation right now. CUDA/NVIDIA gets way too much press, it seems.
@reignydaphne Рік тому
You are an amazing teacher♥️ Please don't stop making these kinda videos 🥹♥️♥️
@megamind452 Рік тому
Me clicking in 1 sec the notification drops
@dhirajnavale3861 Рік тому
Parkour
@ApoorvPandeyDev Рік тому
Here for you🏆
@Philopater-Phoneix Рік тому
@@dhirajnavale3861 😂😂😂
@horizont6172 Рік тому
Script
@saladmancer8151 Рік тому
Me here complaining how my notifications are always 1hr late. Does anyone know why?
@genzprogrammer Рік тому
Thinking of this, Pytorch is trending and why there is no 100 second video from Fireship. Just got into machine learning in pytorch. Absolutely 🔥🔥. Need a comparison with Tensorflow. 5days before the version 2 became stable.
@Imperial_Squid Рік тому
It depends a bit on your use case, pytorch is better for prototyping/research/personal projects but tensorflow is more easily deployable in the real world As an ML researcher I love pytorch personally and can't recommend it enough but tensorflow has its upsides too
@genzprogrammer Рік тому
@@Imperial_Squid Never tried Tensorflow before. Can I ask you something?, Which is more compatible with mobile devices. Tried pytorch with coreml and onnx. As ML researcher, which one do you prefer in case of Mobile/Edge devices
@Fighter05 Рік тому
Tensorflow has been around a lot longer. Its why its used in industry. It recently combined with the Keras library and got a lot of functionality from that. Pytorch itself is much newer and is used today more so as a way to build models. A lot of people, myself included prefer Pytorch for its usability. I personally think Pytorch is going to surpass Tensorflow because the magic of deploying a model has been demystified for awhile now. Its all about applied model accuracy; preventing overtraining etc etc. This is just flat out easier with Pytorch. Integration of a model with an API really is not an issue today.
@gabrielblanco2969 Рік тому
For deploying I'd had to say Tensorflow... Buf. I'd rather go with Torch. Sometimes not even the toy examples from TF doc works. Too much change from version 1 to 2. I'd stick to Torch
@soham6649 Рік тому
Great Video. Amazing demonstration of deep learning in Tesla Autopilot!
@Tristan-mr3pk Рік тому
Always look forward to these videos
@ancientserenade Рік тому
Wow i thought i will learn pytorch but now i have learned neural networks as well as pytorch. Thanks!
@ggorg0 Рік тому
We need a full length tutorial on PyTorch!
@randomdev4246 Рік тому
i really love this feeling of knowledge flowing through my brain, and none leaving after 2 seconds
@user-hs4zz1pq3i 7 місяців тому
let me cry a bit
@TheSoprah Рік тому
Hello @fireship, Can you please make a video about the python framework "flask" ? I am still confused about the functionalities and benefits of flask.
@shahonsoftware 13 днів тому
This video is a most excellent example of how to summarize!!!
@gianovici4008 Рік тому
It amazes me to how much I can grasp in 100 seconds compared to what I might learn in a semester.
@tropicaldog430 Рік тому
Nah you must be joking lol
@3kelvinhong Рік тому
@@tropicaldog430 it can be real, education in school don't teach very well especially on relatively new tech like this.
@lottexy Рік тому
you're not wrong tbh, if you go to a garbage school then yeah, any youtube video is better than your semester at your school.
@gianovici4008 Рік тому
@@lottexy I go to the toughest school to get into. I go to IIT Kanpur which is like Indian MIT. Where I study statistics and data science
@MagnuSagus Рік тому
But this does not teach any theory or reasoning as to why you would do certain things. And what the effects of these things are. But I guess if your school is trash, then you probably learn more here.
@tylerbaum4295 Рік тому
For all both of us out there using Haskell, there is an implementation of Torch being developed for the language called HaskTorch.
@Alexis-hj6ci 11 місяців тому
Also exist other for Tensorflow.
@spandanmanna5753 Рік тому
Video Suggestion: Tensorflow vs Pytorch😊
@sharkPause1 Рік тому
i have no idea what i'm hearing but i'm definitely excited about it
@BlueEighthNote Рік тому
The timing of this video couldn't be any better because I'm working on some AI project with Pytorch right now :)
@John_Versus Рік тому
Haha me too. I am downloading the ai models for the first time at this time just before the video
@valentinoedits1963 Рік тому
Just curious, what are you working on?
@BlueEighthNote Рік тому
@@valentinoedits1963 some analysis about anime music cd sales
@yozhis1 Рік тому
now everything have that AI badge. you worked on web3 project before, right?
@isaiahcastillo898 Рік тому
@@BlueEighthNote i want to get into AI where do I start, already learning from coursera.
@picoplanetdev Рік тому
Exciting! I've been meaning to get deeper into pytorch at some point
@omomer3506 Рік тому
I understandthe words you used individually but strung together i got lost, still loved it
@nattherman7321 Рік тому
woah, got an ad with your voice before this video, really trippy
@abrh2793 Рік тому
Looking forward to more AI stuffs! Keep up the good work!
@nneural 9 місяців тому
this video was so comprehensible i totally know what you're talking about.
@ahmedel-sinousy4848 23 дні тому
video is wonderfully useful.❤
@jeremy1991 Рік тому
Just what I needed.
@gregoryneedsaname 4 місяці тому
You summarized about 2 hours of Google searching in about 100 seconds. Nice job!
@curiousphilosopher2129 Рік тому
Book recommendation: "A Primer to the 42 Most commonly used Machine Learning Algorithms (With Code Samples)."
@v14mpo-fw5sd Рік тому
HAHAHA the tesla autopilot snippet killed me 😂 great vid man ❤
@michaelgatmaitan1797 Рік тому
This is what I've been waiting for
@gtgunar Рік тому
Damn... started learning PyTorch for an interesting faculty, and you are here from the blue. THX for the vid, Torch really deserves more audience.
@carlosrodriguez8698 Рік тому
I have no idea what you just said, but I loved it.
@joevtap Рік тому
Finally I can say you read minds and released a video about something I just started learning
@jeffkevin3 Рік тому
FINALLY! FINALLY! FINALLY! FINALLY! FINALLY! Thank you Jeff!
@paulwal222 Рік тому
Can you make a series on the youtube API? I wanna use it to auto-add technologies to my resume whenever you drop a new video.
@VaibhavShewale Рік тому
well that was more then 100 seconds more information then any videos!
@DANJUMA9 Рік тому
Thanks for this. Been trying to do more than django/flask with python and this is my next learning step
@ninhdang1106 Рік тому
I always consider that ML/AI/Data is the main usage of Python and web framework like Django/Flask is just "hey we can do web dev using Python too!"
@SI0AX Рік тому
PyTorch is a more advanced version of "Machine Learning". Learning PyTorch without learning ML with scikitlearn is like learning to run without having learned to walk. AI is basically ML but scaled up and with extra algorithms on top, but it still applies ML logic.
@DANJUMA9 Рік тому
@@SI0AX gotcha so go ML first before pytorch. Thanks for the advise
@mylesbuckley9675 Рік тому
Love your videos ❤
@ujjalkhadka Рік тому
Keep it coming.
@NabeelFarooqui Рік тому
Fully utilized those 100 secs
@loctite417 Рік тому
Amazing video!
@labibtanhar552 Рік тому
waiting for this one❤
@dennismuller1141 Рік тому
I think you get way better results for an image classifier if you start with a convolutional layer instead of flattening the input instantly. I havn't tested it though.
@adefiqri8218 Рік тому
Agree, but this video is just a basic introduction to PyTorch in 100 seconds. Introducing the convolutional layer makes the video even longer.
@shahar856 Рік тому
Please do a video on control version - perforce
@LokeshWankhede Рік тому
Excellent explanation, Everything went over my head though.
@axtept66666 11 місяців тому
you're just watching this for fun
@sinom Рік тому
PyTorch can use CUDA, HIP or plain C++ for it's backends. Meaning it can run on NVidia GPUs, AMD GPUs and use their accelerators, or simply run on the CPU. So not just CUDA
@sa1t938 Рік тому
and also MPS, Apples thing
@thethiny Рік тому
Can you make a tutorial on how to pick the right cuda version for use with Docker?
@Felix5 Рік тому
You are the only coding/tech youtuber I know of that talks fast enough to keep my ADHD brain interested. Love your videos.
@artifishul Рік тому
I'm dying at the crash at 0:53
@de-kat Рік тому
can you pls do a short pytorch vs tensorflow video?
@jakubwojciechowski9697 Рік тому
0:52 I love these satirical inserts :D
@zeldamage001 Рік тому
0:18 "... tensors, which are basically just multidimensional arrays" cries in mathematics, hearing computer science
@ABCABC-sw8mh Рік тому
thanks. dont stop
@mascit Рік тому
finally torch! be careful though, if you move your model to gpu, be sure to do the same for your data :)
@discoline10191 Рік тому
I would have appreciated a little more at the end showing how your neural network was working, perhaps with a simple UI
@WolfPhoenix0 Рік тому
I have no idea what Fireship talked about in this video but he made it look awesome. 😂
@maj3735 5 місяців тому
This is brilliant
@FridgeFucker96 Рік тому
You're videos are so entertaining even though I don't understand a thing lol
@liveitout Рік тому
Within 10 minutes... This video is in recommend feed🔥
@OhDoggy01 Рік тому
but what about dagster tho (/s but not really?) thank you as always for the great content!
@mukkupretski Рік тому
I'TS A SCALAR NOT A SCALER
@marcinchaciej6528 Рік тому
understood everything perfectly, gonna code skyned
@brazni Рік тому
@0:19 I think it is meant to say scalar rather than scaler
@ryanclark1784 Рік тому
As always, straight banger
@TheReal4L3X Рік тому
you litterally can read my mind. today i said it would be my first day learning python since i wanted to learn a language towards neural netwworks and ai... since javascript doesnt do that 💀
@rajatverma6262 Рік тому
My resume can basically say - I am subscribed to Fireship.
@crnpowerimmortal 8 місяців тому
I regret using tensorflow now, I had recently tried updating to latest tensorflow and found gpu support was dropped for windows. Now have to use wsdl and other workarounds just to speed up the training.
@edumorlom Рік тому
love these videos
@luluw9699 Місяць тому
After learning Pytorch and seeing this vid, it gives every basic info
@someonewhowantedtobeahero3206 Рік тому
Pytorch Lightning is what you should use these days. It cleans up the code quite a lot.
@maelstrom254 Рік тому
How?
@SomeRandomPiggo Рік тому
I like how it's speeding up ML research but also it's so slow and hard to set up!
@johnx4224 Рік тому
“PyTorch is a world-class machine learning framework. It has been used to build image generation models and highly advanced voice recognition systems. To use it, just import torch, define some tensors et voilà … there‘s your self-driving car.”
@flickmew99 7 місяців тому
this is me when learning/reviewing subjects when there is an exam tomorrow
@subhasish_lmaoo Рік тому
As a college student who recently got into deep learning with TensorFlow, I can understand and relate to PyTorch. Both are fundamentally pretty similar.
@NergusFlame Рік тому
The best way to put is is that TensorFlow is a library, whereas PyTorch is a framework. Also PyTorch is just way more pythonic than TensorFlow.
@iheuzio 11 місяців тому
Tensorflow is more for scaling up with other systems, pytorch is most useful for stationary or researching different models. I find tensor flow much easier to learn, whereas pytorch requires more knowledge and memorization of the syntax. Both are useful for separate things, but you can use them in the place of another, except tensor flow since pytorch does not support a lot of the platforms still. It will support mobile in a couple years fully though. TensorFlow is my favourite one
@shep9194 Рік тому
Did he ever say how he makes those intro animations? Im trying to make one and his are so clean
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