Coco Accelerated

A hardware accelerated implementation of the Coco BBOB suite.

Requirements

For everything to work properly you need

• Rust
• Futhark
• Criterion (cargo install cargo-criterion)
• GCC or Clang
• Cuda SDK (optional)
• OpenCL SDK (optional)

Running Tests and Benchmarks

Run all tests:

$ cargo test

Run the batch benchmark:

$ cargo criterion --bench batch_eval --no-default-features --features [reference c multicore cuda]

The output can be found under /reports/current/reports/index.html.

Project structure

• coco-accelerated/ - Convenience wrapper around coco-futhark.
• coco-futhark/ - Futhark implementation of COCO.
• coco-legacy/ - Bindings to the Coco code for generating random numbers.
• evaluation/
  • benches/ The performance benchmarks.
  • tests/ Test suite to check compliance with the reference implementation.
  • src/ Just some dummy library.
• reports/ Directory where reports can be kept.
  • current/ The current report.
  • current/ The evaluation I did for my bachelors thesis.