PyTorch vs TensorFlow | Ishan Misra and Lex Fridman

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2 жыл бұрын

Lex Fridman Podcast full episode: • Ishan Misra: Self-Supe...
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Ishan Misra is a research scientist at FAIR working on self-supervised visual learning.
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Пікірлер: 46

@ogrendang7810 2 жыл бұрын

Asking a Facebook employee about pytorch vs tensorflow. 🤔

@ghostman3329 Жыл бұрын

Yup ..

@kidzeus2433 4 ай бұрын

Lol

@niranjan_7891 2 ай бұрын

They make the largest no of open-source AI models so why not.

@niranjan_7891 2 ай бұрын

They have currently 1907models.Refer Hugging Face

@BapiKAR Жыл бұрын

PyTorch is what I made a transition to from Tf2.x(x>=7). So far I see it quite cool & friendly to research community. And yes, I converted my entire TF code to PyTorch in less than 2weeks.

@Fordance100 10 ай бұрын

TF usually has some features 1-2 year ahead pytorch. Pytorch is more flexible for tweaking the model. TF2.4-2.6 was very buggy with strange errors that took long time to fix. That was the time I switched to mainly pytorch. I think TF is better now.

@StEvUgnIn 11 күн бұрын

That pretty much sums it up

@adityanjsg99 9 ай бұрын

Tensorflow...! Great support, model integration and model deployment.

@qedqubit Жыл бұрын

wow 😀 ! you are diverse in your topics ! luv 'it 😘!

@stephennfernandes 2 жыл бұрын

Pytorch Forever 🔥🔥🔥 ... I know the XLA TPU support isn't almost there yet but yeah Pytorch 🔥

@anmolmonga1933 2 жыл бұрын

Using TPU very niche thought

@perceptron5983 Жыл бұрын

Both are great. TF with Keras has better performance, strong community support and robustness 👍PyTorch better for research and experimentation. Easier to use and debug since is more pythonic. Better Dynamic computation graph. Easier to deploy on web and mobile. Your choice will be determine on: use case and developer's preferences.

@GChief117 8 ай бұрын

I mean there are more applications with PyTorch for computer vision purposes over tensorflow

@os2002n77 Жыл бұрын

I like calling pytorch imperative! Because it you would understand machine learning in better way! Unlike declarative approaches similar to Unix like command and SQL you give it a command or query and it would run. Even through that Tensorflow uses procedural language, coding with it similar to declaring command. And static graph structuring making it difficult especially for beginners debugging code!

@carlossegura403 2 жыл бұрын

PyTorch’s source code is elegant and well thought out.

@noli-timere-crede-tantum 2 жыл бұрын

In other words, TF's source code is complete garbage with no forethought taken? Jeff Dean just sat down one day and started typing until a framework emerged. Got it...

@cristian-bull 2 жыл бұрын

@@noli-timere-crede-tantum Pytorch's source code is more elegant and better thought out.

@noli-timere-crede-tantum 2 жыл бұрын

@@cristian-bull I'm sure you can give examples of that, as well as examples of when TF's source code lesser elegance makes it less effective at run time or solving a bug or adding features?

@generichuman_ Жыл бұрын

@@noli-timere-crede-tantum When someone tells you they like pepperoni pizza, do you say "oh... so what you're saying is that ham and pineapple pizza is garbage?!". No one is saying what you are accusing them of saying. Here's a better, more productive pathway. Why don't you tell us why you think tensorflow is better, instead of asking everyone else to do that for you.

@manny7662 Жыл бұрын

@@generichuman_ would PyTorch better for startups?

@Ikaikaalika95 Жыл бұрын

pytorch is more intuitive for SWEs, tensorflow is killer now with the keras integration

@GChief117 8 ай бұрын

PyTorch has more applications over tensorflow

@ravipratapmishra7013 2 ай бұрын

For me pytorch can give you more granular control with small learning curve, but when it comes to deplotment and documentation tf is way ahead.

@totheknee Жыл бұрын

More like collaboration than competition. The open source _COMMUN_-ity shows how a _commune_ environment that _shares_ resources can be so vastly superior to the capitalistic wealth redistribution scheme, it isn't even funny.

@MrEmbrance Жыл бұрын

jax

@ritapravadutta7939 Жыл бұрын

After keras integration tf is winner

@abrahamsong6913 2 ай бұрын

RIP tensorflow

@BobbyDaBunnyRabbit 2 жыл бұрын

Tensorflow is bread and butter

@generichuman_ Жыл бұрын

so it's boring?

@BobF510 6 ай бұрын

This content is incredibly moving. I read a book with akin material that reshaped my worldview. "AWS Unleashed: Mastering Amazon Web Services for Software Engineers" by Harrison Quill

@tashinahmed5745 2 жыл бұрын

doesn't answer the question at all :|

@noli-timere-crede-tantum 2 жыл бұрын

I think his initial disclaimer completely disqualifies him from answering the question. If he hasn't built something meaningful in TF2, how can he make any comparisons whatsoever?

@chillydoog Жыл бұрын

read between the lines

@generichuman_ Жыл бұрын

@@noli-timere-crede-tantum Have you used Pytorch?

@user-gp3ub5td2t Жыл бұрын

#throwbacksundays

@MrGeorgetudo 8 ай бұрын

WHY THE FUCK IS LEX FRIDMAN TALKING ABOUT MACHINE LEARNING

@gorgolyt 10 ай бұрын

Pretty useless clip tbh, all he says is "I prefer Pytorch because I've been using it for longer". He mentions that the imperative style is easier to debug, but TensorFlow 2 also uses an imperative style.