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
0,1763646233,2,0675a996-e886-4793-b2e9-0be36606aa2d,1763646235,1763646241,6,./.tests/optimization_example --int_param='-10' --float_param='-20.26231706142425537109' --choice_param='hallo' --int_param_two='-69' --nr_results=2,0,,runnervmfxdz0,-10,-69,-20.262317061424251818380071199499,hallo,0_0,COMPLETED,SOBOL,1.270300168199999912843622951186,2.703271689700000202094543055864,-10,-20.26231706142425537109375,-69,hallo
1,1763646245,1,0675a996-e886-4793-b2e9-0be36606aa2d,1763646246,1763646252,6,./.tests/optimization_example --int_param='-38' --float_param='-40.85949189105538437161' --choice_param='8' --int_param_two='-50' --nr_results=2,0,,runnervmfxdz0,-38,-50,-40.859491891055377266184223117307,8,1_0,COMPLETED,UNIFORM,1.660365875418400083418646318023,2.740449498265180139355834398884,-38,-40.859491891055384371611580718309,-50,8
========================================================================
Current git-hash: e16cc47f68741e1b27528fd70f714f7e1341746b (last fully tested stable version 4 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 13:43:41] ax.service.utils.with_db_settings_base: Ax currently requires a sqlalchemy version below 2.0. This will be addressed in a future release. Disabling SQL storage in Ax for now, if you would like to use SQL storage please install Ax with mysql extras via `pip install ax-platform[mysql]`.
Run-UUID: eb4965e1-9282-4dff-bd1e-958ba1368a57
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase. |
\ /
=================================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_UNIFORM --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --parameter int_param range -100 10 int --parameter float_param range -100 10 float --parameter choice_param choice 1,2,4,8,16,hallo --parameter int_param_two range -100 10 int --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=UNIFORM --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=220 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then UNIFORM for 1 step.
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 │ 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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
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 │ -10 │ -20.262317061424255 │ -69 │ hallo │ 1.2703001682 │ 2.7032716897 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-20 13:43:53 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, Started OmniOpt2 run...
2025-11-20 13:43:53 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, getting new HP set (no sbatch)
2025-11-20 13:43:53 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 13:43:53 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, eval #1/1 start
2025-11-20 13:43:53 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, starting new job
2025-11-20 13:43:53 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, started new job
2025-11-20 13:44:02 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, new result: RESULT1: 1.270300, RESULT2: 2.703272
2025-11-20 13:44:04 (0675a996-e886-4793-b2e9-0be36606aa2d): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-20 13:44:05 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 1 done, getting new HP set (no sbatch)
2025-11-20 13:44:05 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 1 done, requested 1 jobs, got 1, 0.05 s/job
2025-11-20 13:44:05 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 1 done, eval #1/1 start
2025-11-20 13:44:05 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 1 done, starting new job
2025-11-20 13:44:05 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 1 done, started new job
2025-11-20 13:44:14 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 1 done, new result: RESULT1: 1.660366, RESULT2: 2.740449
2025-11-20 13:44:21 (0675a996-e886-4793-b2e9-0be36606aa2d): UNIFORM, 2 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
1763646221,749.98828125,28.6
