3 ms·
> much smaller than a website The character-based net reads the URL, not the website. The common alphabet used in the model made public is of size 69, URL leng
by pilooch 11y ago
> much smaller than a website
The character-based net reads the URL, not the website. The common alphabet used in the model made public is of size 69, URL length can be for example 256.
Not only this is below the image size you are talking about, but after the first convolution the alphabet (in one-hot vector encoding) is collapsed, which leaves convolutions across length 256 in 1D.
Not that terrible. In proxy-like territory, passing batches of URLs to the GPUs could pave the way to new ad-blockers at large. To be tested :)
- argonaut 11y agoI was referring to the hypothetical image classifier, not the URL text classifier (the URL text classifier, as I mentioned, would perform very poorly).