Agree sadly. I shy away from web3 investment strategies like participating in liquidity pools because I'm scared about reporting the taxes correctly. I'm now considering ways of anonymizing my self-custody so that I can avoid this burden. Im basically forced to act illegally to avoid this toil
I guess they realized muilti-backend keras is futile? I never liked the tf.keras apis and the docs always promosed multi backend but then I guess they were never able to deliver that without breaking keras 3 changes. And even now.... "Keras 3 includes a brand new distribution API, the keras.distribution namespace, currently implemented for the JAX backend (coming soon to the TensorFlow and PyTorch backends)". I don't believe it. They are too different to reconcile under 1 api. And even if you could, I dont really see the benefit. Torch and Flax have similar goals to Keras and are imo better.
> With less rain, the plants in the area rely more on the snowmelt for water, leaving less water to make its way into the nearby streams. Decreased rain also means sunny skies, which encourages plant growth and water evaporation from the soil.
Logical next step: remove the vegetation for more human population!
Compilers have soooo many heuristics. And a lot of it looks like a chess or Go game: You have a list of 100s of AST optimization passes (possible moves) that preserve the semantics of the program but you have limited compute with which to run iterations of these passes. What order and combination of these should you use?