Bugfix in 3.4.0b6 synchrotron small scale modulation

[zonca]

Fixing bug discovered in https://github.com/galsci/pysm/issues/153

• remove outputs
• fix normalization of modulation maps, save with version, lower lmax
• executed notebook
• update filenames
• use version in outputs
• fix typo

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[zonca]

Comparison with @giuspugl's results

It looks good, consider they are different realizations of the small scales. edit, no they are the same realization, in fact the ratio agrees to about to machine precision of 1e-8 uK_RJ

Ratio

Scale is (1-1e-7, 1+1e-7)

[zonca]

when I generate instead the templates to a higher output ell, it is like using a different realization.

so, in order to simulate that case I run the same exact notebook that gives perfect agreement before with a different seed, I get relative differences of the order of 30% in Temperature and even higher in polarization. Spectra agree.

[zonca]

The production run, where I generate alms up to 16384, has the same level of disagreement:

[giuspugl]

Hi @zonca i 'd say it is consistent with my expectations. If we have higher lmax wrt the one set in my notebooks (ell=2000) then we'd see larger effects in the residuals.