QOCOGEN

QOCOGEN is a code generator which takes in an second-order cone program problem family and generates a customized C solver (called qoco_custom) for the specified problem family which implements the same algorithm as QOCO. This customized solver is library-free, only uses static memory allocation, and can be a few times faster than QOCO.

Installation and Usage

You can install qocogen by running pip install qocogen.

For instructions on using QOCOGEN, refer to the documentation.

Tests

To run tests, first install cvxpy and pytest

pip install cvxpy pytest

and execute:

pytest

Bug reports

File any issues or bug reports using the issue tracker.

Citing

@misc{chari2025qoco,
  title         = {QOCO: A Quadratic Objective Conic Optimizer with Custom Solver Generation},
  author        = {Chari, Govind M and A{\c{c}}{\i}kme{\c{s}}e, Beh{\c{c}}et},
  year          = {2025},
  eprint        = {2503.12658},
  archiveprefix = {arXiv},
  primaryclass  = {math.OC},
  url           = {https://arxiv.org/abs/2503.12658}
}

License

QOCOGEN is licensed under the BSD-3-Clause license.