Artificial Intelligence, Machine Learning, Parallel Computing, Diffusion Models, Content Generation.
number of attention layers, the potential for memory optimization with Flash Attention was further demonstrated in Stable Diffusion 2.0 by replacing many convolutional layers with attention layers. ZeRO + Gemini Colossal-AI uses Zero Redundancy Optimizer (ZeRO) to eliminate memory redundancy,