What's the highest score you can do on CIFAR10 with no data augmentation and no external data?
Francois Chollet
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I was happy that it was this easy to do. I didn't even have to make it a Model or a Layer (though I did make it a layer for a separate reason -- to make sure a subclassed layer could own a FeatureSpace and have it tracked for later saving)
I'm adding serialization & saving support to the new FeatureSpace structure data processing utility: https://github.com/keras-team/keras/pull/17355/files
Essay writing is about clarity of thought. You achieve clarity of thought by using fewer words, not by generating more.
It's hard to beat a plain SGD optimizer that has a finely tuned learning rate schedule.
Combination of heartbreak and morbid fascination, like watching a bus full of orphans undergo a slow-motion crash
Watching someone get radicalized is so incredibly sad. As everyone who has lost a friend or loved one to the far-right rabbit hole knows. Social media is not a force for good.
I just sent out this week's edition of my newsletter, where I talk about the loop of progress. Read it here: https://fchollet.substack.com/p/the-loop-of-progress
Just sent out this week's newsletter entry: https://fchollet.substack.com/p/ai-is-cognitive-automation-not-cognitive
Looking at kids teaches you a lot about adult psychology