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Ipeps itensor

WebThe ITensor library also includes composable and extensible algorithms for optimizing and transforming tensor networks, such as matrix product state and matrix product operators, … Web27 mrt. 2013 · We simulate the Shastry-Sutherland model in two dimensions by means of infinite projected entangled-pair states (iPEPS)---a variational tensor network method where the accuracy can be systematically controlled by the so-called bond dimension. Besides the well-established dimer and N\\'eel phase iPEPS confirms the presence of an …

Accelerating Tensor Computations in Julia with the GPU

Web4 mrt. 2024 · argument of type "nvinfer1::ITensor *" is incompatible with parameter of type "nvinfer1::ITensor *const *" I guess my first question is why addPluginV2 wants an ITensor * const* as input, while all the other functions like addConvolution, addActivation expect ITensor &. My second question is how to resolve this issue. WebPhysics System Examples Make a Custom Local Hilbert Space / Physical Degree of Freedom. ITensor provides support for a range of common local Hilbert space types, or physical degrees of freedom, such as S=1/2 and S=1 … how is creme pronounced https://tierralab.org

GitHub - jiangshenghan/PEPS_ITENSOR: Implement symmetric …

Web27 mei 2024 · ITensor Discourse Problems when using GPU with ITensor ITensor Julia Questions julia Runze May 27, 2024, 6:48am #1 Hi, ITensor Teams! Thanks for sharing such highly efficient code~ I am recently trying to use GPU to accelerate the Julia ITensor code. But I have encountered a lot of problems. Webinc/ipeps contains the IPEPSv1 code, relying on standard syten::Tensor objects. inc/ipeps2 contains the IPEPSv2 code, which uses syten::STensor to handle contractions (and also fermions) in a more straightforward manner. inc/alg … highlander home health care llc

arXiv:2007.14822v2 [cs.MS] 20 Dec 2024

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Ipeps itensor

GitHub - ITensor/ITensors.jl: A Julia library for efficient tensor computati…

WebIn (a), we show an infinite PEPS tensor network with tensors A (lighter green) and B (darker green) on the checkerboard lattice. It represents the purification of a thermal state where … Web5 jan. 2024 · Introduction/Roadmap Last year at JuliaCon, Matt Fishman and I gave a talk about our ongoing effort to port the ITensor code from C++ to Julia. At the time, I mentioned that we had begun trying to integrate a GPU-based tensor contraction backend and were looking forward to some significant speedups. We ended up completing this integration, …

Ipeps itensor

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Web28 jul. 2024 · ITensor is a system for programming tensor network calculations with an interface modeled on tensor diagram notation, which allows users to focus on the connectivity of a tensor network without manually bookkeeping tensor indices. The ITensor interface rules out common programming errors and enables rapid prototyping of tensor … Web5 feb. 2024 · With ITensor we don't have the notion of a transpose. Instead we have primed indices. So a tensor that has indices like T_ {i i'} is like a square matrix. Then to …

Web17 jun. 2024 · pi-peps C++ library built on top of ITensor for running iPEPS simulations of two dimensional spin systems. Wavefunctions are optimized through Simple Update or … WebThere was a PR for that to the C++ version of ITensor: ITensor/ITensor#161, but we haven't had time to properly review it and port it to the Julia code. The Julia code for finite …

Webclass tensorrt.ITensor A tensor in an INetworkDefinition . Variables name – str The tensor name. For a network input, the name is assigned by the application. For tensors which are layer outputs, a default name is assigned consisting of the layer name followed by the index of the output in brackets. shape – Dims The shape of a tensor. Web13 apr. 2024 · I would be very interested in using ITensor as a lower level symmetric tensor manipulation library, and I'm looking into wrapping parts of it in a higher level language to use together with existing code (mainly iPEPS). The part that I would be most interested in is the translation from tensor to block-sparse matrix form and back.

WebImplement symmetric peps using itensor library. Contribute to jiangshenghan/PEPS_ITENSOR development by creating an account on GitHub. Skip to …

WebITensors.Sweeps — Type. A Sweeps objects holds information about the various parameters controlling a density matrix renormalization group (DMRG) or similar matrix … how is cremation done in usaWeb13 jul. 2024 · peps-torch performs optimization of infinite Projected entangled-pair states (iPEPS) by direct energy minimization. The energy is evaluated using environments … highlander horse powerWeb4.3.3 Tensor network algorithms, iPEPS. The tensor network representation used in higher dimensional systems can be understood as a generalization of the matrix product state … how is cremation done humanWebTo read this ITensor back from the HDF5 file, use the following pattern: using ITensors.HDF5 f = h5open("myfile.h5","r") psi = read(f,"psi",MPS) close(f) Many functions … how is creme caramel madeWebusing ITensors.HDF5 f = h5open ("myfile.h5","w") write (f,"psi",psi) close (f) Above, the string "psi" can actually be any string you want such as "MPS psi" or "Result MPS" and doesn't have to have the same name as the reference psi. Closing the file f is optional and you can also write other objects to the same file before closing it. how is cremation done on humans youtubeWebAn ITensor is a tensor whose interface is independent of its memory layout. Therefore it is not necessary to know the ordering of an ITensor's indices, only which indices an ITensor has. Operations like contraction and addition of ITensors automatically handle any memory permutations. Examples how is creon pridefulhttp://www.itensor.org/support/338/tensor-exponential highlander home health care milwaukee