Learn to Use ITensor

main / formulas / mps_mpo_hdf5 C++v3 | C++v2 | Julia

Write and Read an MPS or MPO to Disk with HDF5

Writing an MPS to an HDF5 File

Let's say you have an MPS psi which you have made or obtained from a calculation. To write it to an HDF5 file named "myfile.h5" you can use the following pattern:

using HDF5
f = h5open("myfile.h5","w")

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.

Reading an MPS from an HDF5 File

Say you have an HDF5 file "myfile.h5" which contains an MPS stored as a dataset with the name "psi". (Which would be the situation if you wrote it as in the example above.) To read this ITensor back from the HDF5 file, use the following pattern:

using HDF5
f = h5open("myfile.h5","r")
T = read(f,"psi",MPS)

Note the MPS argument to the read function, which tells Julia which read function to call and how to interpret the data stored in the HDF5 dataset named "psi". In the future we might lift the requirement of providing the type and have it be detected automatically from the data stored in the file.

Writing and Reading MPOs

To write or read MPOs to or from HDF5 files, just follow the examples above but use the type MPO when reading an MPO from the file instead of the type MPS.

Back to Formulas
Back to Main