How to Pytorch - Live Coding Stream
Ғылым және технология
In this live coding stream we will talk about how to train your very own pytorch deep learning model.
Timeline:
00:00 Intro
04:51 Installing
06:54 Numpy vs PyTorch
15:58 Tensors on GPU
25:32 Downloading the Dataset
28:58 Pytorch Dataset
47:00 Pytorch Dataloader
54:28 Pytorch Model
1:09:31 Pytorch Training Loop
1:27:11 Loss Curves
1:28:30 Visualizing Predictions
1:40:32 Q&A
Links to my stuff:
* KZread: youtube.com/@robmulla?sub_confirmation=1
* Discord: discord.gg/HZszek7DQc
* Twitch: www.twitch.tv/RobCodesLIVE
* Twitter: Rob_Mulla
* Kaggle: www.kaggle.com/robikscube
Пікірлер: 14
Really good contents sir, I got to know about your channel 3 days ago, and I am pretty much spending all my eves on your contents, thanks again :)
Thanks Rob. Greets from Poland!
Thanks a lot looking forward to next one !!!
Excellent work Rob ! Really grateful for these streams and coding sessions. I have learnt scikit learn, xgboost (Foreasting) and Image analysis - right after learning from basics of python. Please do more. God Bless
more of pytorch please ❤
This is just AMAZING, thank you so much for sharing this! I learned a lot!
@robmulla
9 ай бұрын
Glad you learned! Thanks for watching and commenting.
Regarding your concept of hyperdimensions, ignore the time dimension. Simply envision your Rubiks cube as a one-dimensional object (a whole), then convert each sub-cube of that Rubiks cube into a Rubiks cube, so that you now have a Rubiks cube OF Rubiks cubes. Repeat that process two more times for each sub-Rubiks cube (or you could do the entire process in reverse, make the one-dimensional Rubiks cube a sub-Rubiks cube of a super-Rubiks cube, ...etc). What you'll end up with is a true four dimensional Rubiks cube that you can mentally envision and physically observe (if you built it, which you could do, but the sub-Rubiks cubes would not be operational). Notice how this concept of dimensions describes how our existence is actually structured, from the level of atoms to the level of universe, unlike the limited and non-existent virtual concept of dimensions deliberately taught in "schools" to keep the public from perceiving the greater reality in which they exist. They even describe those dimensions, dot, line, plane, ...etc, as virtual/non-existent.
@robmulla
9 ай бұрын
Excellent point. I love that visual of thinking of rubiks cubes within rubiks cubes to describe dimensions > 3
how to install jupyter lab theme?
@robmulla
9 ай бұрын
Check out my video on jupyter, I explain how there.
thanks rob i think you forgot your channel password
Don't watch. Waste of time. The whole video is just import timm; timm.Model().forward();
@itsfarseen
19 күн бұрын
timm is a library with already made models. He basically wrote two lines of code. He doesn't show how to make a model