relax SVN archive

Speeded up the code of NS r1rho 3site.

This was essential done to numpy einsum, and doing the dot operations in multiple dimensions.
It was though necessary to realize, that to do the proper dot product operations, the outer two
axis if M0 should be swapped, by rolling the outer axis one back.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Speeded up the code of NS r1rho 2site.

This was essential done to numpy einsum, and doing the dot operations in multiple dimensions.
It was though necessary to realize, that to do the proper dot product operations, the outer two
axis if M0 should be swapped, by rolling the outer axis one back.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Shortened the code dramatically for NS R1rho 2site.

It is possible to calculate all in "one" go, after having the trasposer/rolled-back M0 magnetization.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Inserted an extremely interesting development in NS R1rho 2site.

If one do a transpose of M0, one can calculate all the matrix evolutions in the start via numpy einsum.
Since M0 is in higher a dimensions, one should not do a numpy transpose, but swap/roll the outer M0 6x1 axis.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Implemented a clustered version of systemtest test_tp02_data_to_ns_r1rho_2site.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Split systemtest test_tp02_data_to_ns_r1rho_2site into a setup and test part.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Added a relaxation dispersion model profiling log file for relax version 3.1.6 vs. 3.1.5.

This is the output from the dispersion model profiling master script. It shows that there are
almost no speed differences, except for a slight decrease in speed in the 'CR72 full' model for
single spins.

Expanded the dispersion model profiling master script to cover all the new profiling scripts.

This includes all 3-site and MMQ models. The list is now complete and covers all models. The only
model not included in 'M61 skew' which has redundant parameters and is not optimisable anyway.

Speeded up ns r1rho 3site, by preforming the evolution matrices, and the M0 matrix in the init part of the target function.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.

Speeded up ns r1rho 2site, by preforming the evolution matrices, and the M0 matrix in the init part of the target function.

Task #7807 (https://gna.org/task/index.php?7807): Speed-up of dispersion models for Clustered analysis.