Vaishaal Shankar Profile picture
ML research @ apple. Trying to find artificial intelligence. Opinions are my own.
Oct 6, 2023 5 tweets 1 min read
I had an argument with @PreetumNakkiran about MLPs 4 years ago. He said with enough data + compute the MLP/ConvNet gap would go to 0. I was convolution-pilled and convinced this wasn't possible. He was right: arxiv.org/abs/2306.13575 @PreetumNakkiran One caveat here is that their ImageNet number is still *really* bad for the amount of compute they used, for context in 2013 you could achieve ~53% top-1 with fisher vectors. So while we can use much more compute to fill the gap..should you?
Jun 24, 2019 21 tweets 4 min read
Finally get to try the new bart trains! I've been literally waiting months for this. Will live tweet the experience. First impressions inside: much more colorful seats. Bright blue and neon green seats made of a rubber-like material as opposed to dull fabric.