2023-07-26 –, 32-G449 (Kiva)
ITensor is a library for running and developing tensor network algorithms, a set of algorithms where high order tensors are represented as a network of lower order, and low rank, tensors. I will give an update on the ITensor Julia ecosystem. In particular, I will discuss efforts to support more GPU backends and block sparse operations on GPU, as well as ITensorNetworks.jl, a new library for tensor network algorithms on general graphs.
ITensor is a library for running and developing tensor network algorithms, a set of algorithms where high order tensors are represented as a network of lower order, and low rank, tensors. I will give an update on the ITensor Julia ecosystem. In particular, I will discuss updates to our tensor operation backend library, NDTensors.jl, and efforts to make it more extensible and support dense and block sparse operations on a variety of GPU backends through package extensions. In addition, I will discuss the new ITensorNetworks.jl library, a library built on top of ITensors.jl for tensor network algorithms on general graphs, which has a graph-like interface and graph operations based on Graphs.jl.
Research Scientist and Software Engineer at the Flatiron Institute.