thrunduil / gsli

C++ implementation of (generalized) Symmetric Level-Index Arithmetic representation of floating-point numbers

GSLI

C++ implementation of (generalized) Symmetric Level-Index Arithmetic representation of floating point numbers, that essentially prevents overflow and underflow in computing. Represented numbers can be as large as Ω = 10ˆ(10ˆ(10ˆ(10ˆ2.8e+17))), and as small as 1/Ω.

GSLI library implements basic operations including arithmetic operators (+, -, *, /), comparison operators, basic functions (e.g. exp, log, pow). These functions are optimized for speed and accuracy.

The SLI representation of double precision floating point number is encoded directly in double type. Most of double precision numbers (numbers in range: 2.45e-237 - 4.07e+236) are represented exactly, leading to very small performance penalty and maximum possible accuracy, when working with numbers in this range.

All implemented operations for small or moderately large numbers are at most 2 - 3 times slower than corresponding operations for double type. Operations for large numbers are also reasonably fast, only one order of magnitude slower than corresponding operations for double type.

Code example

Simple arithmetic operations:

        gsli_double a   = sli::exp(1.0e23);
        gsli_double b   = sli::exp(1.3e23);
        gsli_double c   = a*b;
        gsli_double d   = log_abs(c);

        std::cout << c << "\n";
        std::cout << c.get_value() << "\n";
        std::cout << d << "\n";

        output:
        {2, 14.5898}
        inf
        2.3e+23

Status

GSLI library is in release candidate stage. However tests were only performed on Windows using Visual Studio 2015 compiler.

Licence

This library is published under GPL licence.

gsli's Issues

I cannot run the code.

Hi,

To compile, I made some minor changes on the repo. However, I am taking this error when I am linking the executables.

g++ -std=c++14 -Wall -I"C:/Users/Asus/Desktop/Thesis/GSLI-C/GSLI/src/gsli/include/" -I"C:/Users/Asus/Desktop/Thesis/GSLI-C/GSLI/src/gsli/include/details/" -I"C:/Program Files/Boost/boost_1_80_0/" -o gsli obj/gsli_compare.o obj/gsli_constants.o obj/gsli_double.o obj/gsli_error.o obj/gsli_error_functions.o obj/gsli_exp_log_pow.o obj/gsli_functions.o obj/gsli_functions_basic.o obj/gsli_mult_div.o obj/gsli_plus_minus.o obj/gsli_rep.o obj/main.o obj/rand.o obj/test_gsli.o obj/timer.o
obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0xd0a): undefined reference to sli::config<double, 4>::max_index_0' obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0xd11): undefined reference to sli::config<double, 4>::min_index_0'
obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0xd64): undefined reference to sli::config<double, 4>::max_index_1' obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0xd6b): undefined reference to sli::config<double, 4>::min_index_1r'
obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0xfdd): undefined reference to sli::config<double, 4>::min_index_0' obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0x1044): undefined reference to sli::config<double, 4>::max_index_0'
obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0x1108): undefined reference to sli::config<double, 4>::min_index_1r' obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0x1137): undefined reference to sli::config<double, 4>::max_index_1'
obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0x1172): undefined reference to sli::config<double, 4>::max_index_1' obj/gsli_error_functions.o:gsli_error_functions.cpp:(.text+0x11b0): undefined reference to sli::config<double, 4>::min_index_1r'
collect2.exe: error: ld returned 1 exit status
make: *** [Makefile:39: gsli] Error 1

Do you have any idea about that?
How did you compile, what are the flags etc. If you have a makefile, could you share?