adaptive_type is a C++ library that provides adaptive numeric types capable of automatically selecting the optimal backend implementation for numerical operations. It supports a wide range of techniques, from scalar to SIMD (MMX, SSE, AVX, AVX512) and GPU-based computations.

• Adaptive Backend Selection: Automatically chooses the best backend (scalar, SIMD, or GPU) based on the platform and data type.
• Customizable Techniques: Allows users to specify the desired technique for numerical operations.
• Type Safety: Provides strong type safety with template-based adaptive types.
• Performance Optimization: Leverages SIMD and GPU capabilities for high-performance computations.
• Ease of Use: Simple API for arithmetic, comparison, and assignment operations.

• Scalar
• MMX
• SSE
• AVX
• AVX512
• Internal (custom techniques)

To use adaptive_type in your project, include the library in your PlatformIO project:

1. Clone the repository:

   git clone https://github.com/RoseLeDark/adaptive_type.git

2. Add the library to your PlatformIO project:

   [platformio]
    default_envs = native
   
    [env:native]
    platform = linux_x86_64
    build_flags = "-mavx2"
    lib_deps = pba3h11aso/adaptive_type@0.2.3

#include <adaptive_integer.h>

int main() {
    adaptive::int32s_t num1(42);
    adaptive::int32s_t num2(10);

    auto result = num1 + num2;
    result += 5;

    if (result > num1) {
        std::cout << "Result is greater than num1: " << result.value() << std::endl;
    }

    return 0;
}

The library provides predefined type aliases for common integer types:

• adaptive::int8s_t, adaptive::int16s_t, adaptive::int32s_t, adaptive::int64s_t
• adaptive::uint8s_t, adaptive::uint16s_t, adaptive::uint32s_t, adaptive::uint64s_t

You can specify a custom technique for adaptive numbers:

adaptive::int32ts_t<adaptive::techn_type::SSE> sse_num(100);

For detailed documentation, visit the GitHub repository.

This project is licensed under the LGPL-2.1-or-later license. See the LICENSE file for details.

Developed by Amber-Sophia Schröck. For inquiries, contact pba3h11aso@schattenfeld.de.