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Current git-hash: 97aea5719c97465c37645a73f388fa3b63aac505 (last fully tested stable version 5 commits ago [7ec7c180ddeb70e69ef837c896ebe061f7046be1, 9375])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-16 07:59:43] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Run-UUID: b9d3f057-82b7-4c6a-9afb-ce9e0fff402c
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:103: UserWarning: The Python dbus package is not installed.
Try installing it with your distribution's package manager, it is usually called python-dbus or python3-dbus, but you might have to try dbus-python instead, e.g. when using pip.
warnings.warn(msg)
/home/runner/.omniax_venvs/Python_3.12.3/x86_64/lib/python3.12/site-packages/plyer/platforms/linux/notification.py:107: UserWarning: notify-send not found.
warnings.warn("notify-send not found.")
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| OmniOpt2 - It’s a hyperparameter life – every twe |
| ak counts! |
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omniopt --config_yaml=.tests/example_config_cpu.yaml --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/1You have less --max_eval 2 than --num_random_steps 20. Switched both.See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__&run_nr=241 for live-results.You have 4 CPUs available for the main process.No CUDA devices found.Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃Name ┃Type ┃Lower bound┃Upper bound┃Values ┃Type ┃Log Scale?┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│int_param │range │-100 │10 ││int │No │
│float_param │range │-100 │10 ││float│No │
│choice_param │choice│││1, 2, 4, 8, 16, hallo│││
│int_param_two│range │-100 │10 ││int │No │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
Result-Names
┏━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃Result-Name┃Min or max?┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│RESULT │ min│
└─────────────┴─────────────┘
2026-07-16 07:59:46 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, Started OmniOpt2 run...
2026-07-16 07:59:46 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, getting new HP set (no sbatch)
2026-07-16 07:59:46 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-07-16 07:59:46 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, eval #1/1 start
2026-07-16 07:59:46 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, starting new job
2026-07-16 07:59:46 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, started new job
2026-07-16 07:59:55 (b1bdc381-0e95-4c8f-aab3-1037a21bf27a): SOBOL, new result: RESULT: -214134.969506
! No notable correlations between parameters were found (threshold: |r| > 0.3).
Parameter Sensitivity Ranking
Parameters ranked by absolute Pearson correlation with each result. Stronger correlations (|r| ≥ 0.7) suggest the parameter has more influence on the outcome.
