trial_index,submit_time,queue_time,worker_generator_uuid,start_time,end_time,run_time,program_string,exit_code,signal,hostname,OO_Info_int_param,OO_Info_int_param_two,OO_Info_float_param,OO_Info_choice_param,arm_name,trial_status,generation_node,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.584038700999999882412794249831,2.073021323699999918233061180217,-97,-81.744945943355560302734375,-10,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.879319752900000084494536167767,2.013375594799999834805248610792,10,10,-100,2
2,1784578220,2,c54fcdbe-aead-433b-8be1-038f98c1e7a8,1784578222,1784578228,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='10' --nr_results=2,0,,runnervm3jd5f,-100,10,10,8,2_0,COMPLETED,SAASBO,1.448959302200000021088044377393,2.393899635699999972615614751703,-100,10,10,8
3,1784578265,2,c54fcdbe-aead-433b-8be1-038f98c1e7a8,1784578267,1784578273,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervm3jd5f,-100,-100,-100,hallo,3_0,COMPLETED,SAASBO,1.620697408755410018343923184148,2.298487776980859820241676061414,-100,-100,-100,hallo
========================================================================
Current git-hash: 1d8438942b0dad3870060c63f9266acf9bdf359b (version: 9412)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[INFO 07-20 20:09:35] ax.storage.sqa_store.with_db_settings_base: Ax SQL storage initialized with SQLAlchemy 2.0.51
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 2f0335d0-47e4-4f0a-84f4-a7ad37c1a806
/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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omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder : /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/ 1
Continuation from runs/multi_results_2_results_SAASBO/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_SAASBO&run_nr=164 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO for 4 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)' --nr_results=2
Experiment parameters
┏━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Values ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -100 │ 10 │ │ int │ No │
└───────────────┴─────────────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
config_objectives not found
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ -97 │ -81.74494594335556 │ -10 │ 1 │ 1.5840387009999999 │ 2.0730213237 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 1 │ 10 │ 10 │ -100 │ 2 │ 1.8793197529 │ 2.0133755948 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 2 │ -100 │ 10 │ 10 │ 8 │ 1.4489593022 │ 2.3938996357 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
╭─ ────────────────────────────────────────────────────────────── OmniOpt2 Run Summary ────────────────────────────────────────────────────────────── ─╮
│ │
│ ✅ Optimization complete! │
│ │
│ 📊 Trials: 2 succeeded / 0 failed / 4 done / 4 submitted │
│ ⏱️ Duration: 116s (1m56s) │
│ 🏆 Best RESULT1: 1.4489593022 │
│ 🏆 Best RESULT2: 2.0133755948 │
│ 📁 Results: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1/results.csv │
│ 🤖 Model: SAASBO │
│ │
╰────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
2026-07-20 20:09:39 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, Started OmniOpt2 run...
2026-07-20 20:10:20 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, getting new HP set (no sbatch)
2026-07-20 20:10:20 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, requested 1 jobs, got 1, 40.72 s/job
2026-07-20 20:10:20 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, eval #1/1 start
2026-07-20 20:10:20 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, starting new job
2026-07-20 20:10:20 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, started new job
2026-07-20 20:10:29 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, new result: RESULT1: 1.448959, RESULT2: 2.393900
2026-07-20 20:10:33 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, finishing jobs, finished 1 job
2026-07-20 20:11:05 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, getting new HP set (no sbatch)
2026-07-20 20:11:05 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, requested 1 jobs, got 1, 32.27 s/job
2026-07-20 20:11:05 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, eval #1/1 start
2026-07-20 20:11:05 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, starting new job
2026-07-20 20:11:05 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, started new job
2026-07-20 20:11:14 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 3 done, ▅▁█, new result: RESULT1: 1.620697, RESULT2: 2.298488
2026-07-20 20:11:18 (c54fcdbe-aead-433b-8be1-038f98c1e7a8): SAASBO, 4 done, ▅▁█▅, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1784578177,890.12109375,26.7
1784578265,1695.1640625,34.1
RESULT1 (goal: minimize )Best value: 1.4489593022 int_param = -100 (r=0.915, strong positive correlation) RESULT2 = 2.3938996357 (r=-0.785, strong negative correlation) int_param_two = 10 (r=-0.785, strong negative correlation) float_param = 10 (r=0.186, weak positive correlation)
RESULT2 (goal: minimize )Best value: 2.0133755948 RESULT1 = 1.8793197529 (r=-0.785, strong negative correlation) int_param = 10 (r=-0.687, moderate negative correlation) int_param_two = -100 (r=0.346, weak positive correlation) float_param = 10 (r=-0.008, weak negative correlation)
Top-5 Best Results 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.
Parameter statistics Parameter Min Max Mean Std Dev Count run_time 6 6 6 0 2 OO_Info_int_param -100 -100 -100 0 2 OO_Info_int_param_two -100 10 -45 55 2 OO_Info_float_param -100 10 -45 55 2 OO_Info_choice_param No numerical statistics available RESULT1 1.449 1.8793 1.6333 0.1558 4 RESULT2 2.0134 2.3939 2.1947 0.1566 4 int_param -100 10 -71.75 47.2143 4 float_param -100 10 -40.4362 50.8475 4 int_param_two -100 10 -50 50.4975 4 choice_param No numerical statistics available
