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,RESULT,int_param,float_param,choice_param,int_param_two
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-134583.600071749999187886714935302734,-29,-79.443282783031463623046875,hallo,-67
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-110074.61352108800201676785945892334,-99,1.90010450034190214729790113779,16,4
2,,,,,,,,,,,,,,,2_0,COMPLETED,SOBOL,-107709.959932380006648600101470947266,-72,-61.18235409259796142578125,4,-16
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-71457.658111127806478179991245269775,6,-20.1187939820521570766231889138,8,-76
4,1767522463,2,124113b0-adaf-4144-b94b-7f457dcf2b1d,1767522465,1767522471,6,./.tests/optimization_example --int_param='-70' --float_param='-93.08226753481397963697' --choice_param='hallo' --int_param_two='-44' --nr_results=1,0,,runnervmdwttx,-70,-44,-93.082267534813965426110371481627,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-176668.632047708000754937529563903809,-70,-93.082267534813979636965086683631,hallo,-44
5,1767522475,2,124113b0-adaf-4144-b94b-7f457dcf2b1d,1767522477,1767522483,6,./.tests/optimization_example --int_param='-96' --float_param='-100' --choice_param='hallo' --int_param_two='-56' --nr_results=1,0,,runnervmdwttx,-96,-56,-100,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-249599.720000000001164153218269348145,-96,-100,hallo,-56
========================================================================
Current git-hash: edb9863eb2fefc8821e899eb9ec0c308568a7128 (last fully tested stable version 2 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 10:27:39] 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: 3c23f66b-2e59-467f-a91c-20c6e39b13d4
___________________________________________
| OmniOpt2 - Hyperparam magic, just add data! |
===========================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --load_data_from_existing_jobs runs/adding_old_jobs_to_new_jobs//0 runs/adding_old_jobs_to_new_jobs//1
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=843 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR 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=1
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 │
└─────────────┴─────────────┘
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/0/results.csv
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/1/results.csv
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2 + inserted jobs: 4)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ choice_param ┃ int_param_two ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -96.0 │ -56.0 │ -100.0 │ hallo │ -96 │ -100.0 │ hallo │ -56 │ -249599.72 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴──────────────┴───────────────┴────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 10:27:42 (124113b0-adaf-4144-b94b-7f457dcf2b1d): SOBOL, best RESULT: -134583.60007175, Started OmniOpt2 run...
2026-01-04 10:27:43 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -134583.60007175, getting new HP set (no sbatch)
2026-01-04 10:27:43 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -134583.60007175, requested 1 jobs, got 1, 0.89 s/job
2026-01-04 10:27:43 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -134583.60007175, eval #1/1 start
2026-01-04 10:27:43 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -134583.60007175, starting new job
2026-01-04 10:27:43 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -134583.60007175, started new job
2026-01-04 10:27:52 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -134583.60007175, new result: RESULT: -176668.632048
2026-01-04 10:27:54 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, finishing jobs, finished 1 job
2026-01-04 10:27:55 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, getting new HP set (no sbatch)
2026-01-04 10:27:55 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, requested 1 jobs, got 1, 0.70 s/job
2026-01-04 10:27:55 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, eval #1/1 start
2026-01-04 10:27:55 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, starting new job
2026-01-04 10:27:55 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, started new job
2026-01-04 10:28:04 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -176668.632047708, new result: RESULT: -249599.720000
2026-01-04 10:28:06 (124113b0-adaf-4144-b94b-7f457dcf2b1d): BOTORCH_MODULAR, best RESULT: -249599.72, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767522459,756.37890625,28.5
