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
0,1763646336,2,9d67e59f-4e88-4367-b895-524e61ff45eb,1763646338,1763646344,6,./.tests/optimization_example --int_param='-30' --float_param='-55.54910480976104736328' --choice_param='4' --int_param_two='-21' --nr_results=2,0,,runnervmfxdz0,-30,-21,-55.54910480976104736328125,4,0_0,COMPLETED,SOBOL,1.319883679099999929107411844598,2.462074986100000195676784642274,-30,-55.54910480976104736328125,-21,4
1,1763646354,2,9d67e59f-4e88-4367-b895-524e61ff45eb,1763646356,1763646362,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmfxdz0,-100,-100,10,1,1_0,COMPLETED,BO_MIXED,1.478837481773559892062053222617,2.778467446888920111547349733883,-100,10,-100,1
========================================================================
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 13:45:29] 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: 9c202dea-9ccc-4d63-8865-8e118dfc1f8b
.88888. oo .88888. dP d8888b.
d8' `8b d8' `8b 88 `88
88 88 88d8b.d8b. 88d888b. dP 88 88 88d888b. d8888P .aaadP'
88 88 88'`88'`88 88' `88 88 88 88 88' `88 88 88'
Y8. .8P 88 88 88 88 88 88 Y8. .8P 88. .88 88 88.
`8888P' dP dP dP dP dP dP `8888P' 88Y888P' dP Y88888P
88
dP
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BO_MIXED --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=BO_MIXED --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BO_MIXED&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 BO_MIXED 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 │ -30 │ -55.54910480976105 │ -21 │ 4 │ 1.3198836791 │ 2.4620749861 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 13:45:36 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, Started OmniOpt2 run...
2025-11-20 13:45:36 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, getting new HP set (no sbatch)
2025-11-20 13:45:36 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 13:45:36 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, eval #1/1 start
2025-11-20 13:45:36 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, starting new job
2025-11-20 13:45:37 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, started new job
2025-11-20 13:45:46 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, new result: RESULT1: 1.319884, RESULT2: 2.462075
2025-11-20 13:45:48 (9d67e59f-4e88-4367-b895-524e61ff45eb): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-20 13:45:54 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 1 done, getting new HP set (no sbatch)
2025-11-20 13:45:54 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 1 done, requested 1 jobs, got 1, 5.42 s/job
2025-11-20 13:45:54 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 1 done, eval #1/1 start
2025-11-20 13:45:54 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 1 done, starting new job
2025-11-20 13:45:54 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 1 done, started new job
2025-11-20 13:46:03 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 1 done, new result: RESULT1: 1.478837, RESULT2: 2.778467
2025-11-20 13:46:09 (9d67e59f-4e88-4367-b895-524e61ff45eb): BO_MIXED, 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
1763646329,750.09765625,28.6
