WebAn ITensor is a tensor whose interface is independent of its memory layout. ITensor indices are objects which carry extra information and which 'recognize' each other (compare equal to each other). The ITensor library also includes composable and extensible algorithms for optimizing and transforming tensor networks, such as matrix product state and matrix … Web2 Mar 2024 · As an alternative, the tensor network method is a technique that represents the quantum state of N qubits as a series of tensor contractions. This enables quantum …
[PDF] Tree tensor network state approach for solving hierarchical ...
WebTensor Network Classifiers for Superivsed Learning. Many similarities exist between the neural networks used in machine learning and the tensor networks used in the simulation of quantum many-body systems. In this work I propose a restricted class of tensor network state, built from number-state preserving tensors, for supervised learning tasks. WebLinear-algebra tools for tensor networks. models. Definition of the various models. networks. Definitions of tensor networks like MPS and MPO. simulations. Simulation setup. tools. A collection of tools: mostly short yet quite useful functions. version. Access to version of this library. can fancy rats have cut up cotton shirt
What is a state_dict in PyTorch
Web27 Jun 2024 · Finding high-quality mappings of Deep Neural Network (DNN) models onto tensor accelerators is critical for efficiency. State-of-the-art mapping exploration tools use remainderless (i.e., perfect) factorization to allocate hardware resources, through tiling the tensors, based on factors of tensor dimensions. This limits the size of the search space, … Web8 Feb 2024 · thermal vacuum, KMS state. vacuum stability. false vacuum, tachyon, Coleman-De Luccia instanton; theta vacuum. perturbative string theory vacuum. non-geometric string theory vacuum. landscape of string theory vacua. entangled state. tensor network state. matrix product state. tree tensor network state. observables. quantum observable, beable Web1 Jul 2024 · Tensor network states in many-body physics. TNS have many applications in different physical fields, from condensed matter physics to black hole [32 ]. In this section, we introduce the application of TNS in many-body physics. We start from the method to use TNS to access the ground state of a quantum system. 3.1. can fancy goldfish live in 10 gallon tanks