Journal: Journal of Geophysical Research: Atmospheres Published: 2024-06-28 DOI: 10.1029/2024jd041167 Affiliations: 1 Authors: 2 ...

Unlike the text encoder, the VAE is activation-heavy. Using the same 8 MB cut, an encoder with a 512x512x3 input and a 64x64x3 output contains a working buffer of 78 million bytes and 1.7 billion ...

Next, the demo creates a 65-32-8-32-65 neural autoencoder. An autoencoder learns to predict its input. Therefore, the autoencoder input and output both have 65 values -- 64 pixel grayscale values (0 ...