What is Reformer and how does it address the quadratic complexity of self-attention?

Positional encoding adds information to each token's embedding to indicate its position in the sequence. ... The following are some types of transformer models. Autotransformers · General purpose transformers · Industrial control transformers · Isolation transformers · Medium voltage control transformers · Military ... Jan 23, 2025 ... Hitachi Energy announced an investment of 30 million euros to relocate and expand its dry-type transformer facility in Zaragoza, Spain, ... A typical transformer and its equivalent circuit. The leakage flux is shown ... Many of the transformer types have sim- ilar characteristics, but each ... Apr 30, 2020 ... We just launched our Power Systems Engineering Vlog series and in this series, we are going to talk about all sorts of various power system ... Jun 21, 2023 ... Sequence-to-sequence models are the OG Transformers. These were introduced in the original Transformer paper, all the way back. Sequence to ... Oct 5, 2021 ... A transformer is two (or more) coils around a common “core” material, usually laminated, made of iron composite. Mar 28, 2025 ... A transformer model is a type of deep learning model that has ... its own feature vector(s) that numerically reflect qualities such as ... This type of transformer serves as a link between the grid and generators, transferring energy to substations. Due to its large size, it requires cooling, which ... If you notice any of these symptoms, it's best to consult a professional to diagnose and, if necessary, perform a furnace transformer replacement. Furnace ...