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Fortran 90 base64 encoding of Reals

To store big amounts of reals encoding the IEEE754 bit pattern in big endian order to base64 is a good solution.

This encodes 6 bits (64 values) in one char (8 bits) using "A-Za-z0-9+/", which means that it is 1/3 larger than binary encoding. If done well it is fully portable, and doable in fortran without external libraries.

This code has the ability to encode and decode reals to/from base64 even across precision (i.e. decode single precision to double and double precision to single), and to handle infinity and NAN consistently.

In base64 an array of reals is represented like this:

<reals bit_mantissa=23 bit_exp=8 dims="10 6 8"> Y4jImSka/AEAAAAAAAAA4AAAAAAAAA9NAAAAAAAAQgD ... </reals>

Bit mantissa and exponent are stored so that the precision of the model is known and transfer between precisions is possible.

I wrote a small utility to convert to/from base64, so that you can get the data in/out easily. You can find it in cp2k/tools/base64.

It was much harder than I thought to make it work across the compilers, see CompilerWoes for a small description of the problems.

In the directory there is a fortran file for the tool (convertBase64.F90) and also some supporting files to test it, in particular the python script =testBase64.F90. If you have problems on some architectures/compilers try running it to pinpoint the problem.

I think that the code is close to optimal from the feature point of view.

-- FawziMohamed - 24 May 2006

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Topic revision: r2 - 24 May 2006 - FawziMohamed
 
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