evoasm / Evoasm.rb
Licence: agpl-3.0
An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine
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Evoasm
Description
Evoasm is an AIMGP (Automatic Induction of Machine code by Genetic Programming) engine.
You give it a set of examples, that is, several input/output pairs, that describe a program's behavior. It will then try to come up with a short program (in the form of machine code) that follows your specification, by means of genetic programming. Evoasm contains a JIT that executes the generated machine code on the fly.
Currently, the only supported architecture is x86-64.
Features
- Fast JIT
- x86-64 up to AVX2 (no FPU)
- Lightweight backend C library with no third-party dependencies
- Support for floating-point and integer inputs/outputs including SIMD vectors
- Automatically generated and verified instruction encoder
- Parallel island model using OpenMP
- Ruby bindings
Installation
$ git clone --recursive https://github.com/evoasm/evoasm
$ bundle install
# compile libevoasm, omit --no-omp if your compiler has OpenMP support
$ bundle exec rake compile -- --no-omp
$ bundle exec ruby docs/examples/sym_reg.rb # run example
Requirements
- Ruby (MRI >= 2.3)
- Capstone for disassembling (optional).
- Gnuplot for visualizing loss functions (optional)
- POSIX-compliant OS (Linux and Mac OS X should both work).
Documentation
Please see the API documentation, have a look at the examples or the test cases.
Contributing
- Fork it ( https://github.com/furunkel/evoasm/fork )
- Create your feature branch (
git checkout -b my-new-feature) - Commit your changes (
git commit -am 'Add some feature') - Push to the branch (
git push origin my-new-feature) - Create a new Pull Request
License
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