Setepenre
Additionally, images used in AI are usually scaled down a lot more, 224x224 for something like resnet50. which means that they do not need your high quality original and the smaller one they generated are fine.
I am really hoping to see AMD entering the battlefield. AMD GPUs are more than capable of handling the workload it is just a software problem.
Tensorflow has OP(eration)s that are differentiable that you can compose and that's it. If you want to implement something that is going to be differentiable you need to implement it using Tensorflow OPs or add your own OPs to [tensorflow] with their gradient.
With Flux you can take code written by a random guy on the internet that never thought about using his stuff in ML and Flux will be able to differentiate it anyway.
Scarcity is a good attribute for a currency. Plus having a currency that mirror an asset (gold, energy) is actually a bad idea economically speaking because then the currency cannot be used in time of crisis to soften economic downturns. Which is what was used during the 2007 crisis. People do not realize how much worse the 2007 crisis would have been without the measures taken by the Federal Reserve.
IMO, the attractiveness of bitcoin is about being a secure decentralized payment system everything else is fluff. Such a system takes some energy to work what a surprise...
Do you guys think that all the financial institutions combined use less energy than bitcoin ? Bitcoin is probably using a lot less energy...