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
0,1766940512,2,6e784c1f-754e-471e-b0c5-2538134cffee,1766940514,1766940520,6,./.tests/optimization_example --int_param='-58' --float_param='4.52612638473510742188' --choice_param='4' --int_param_two='-91' --nr_results=2,0,,runnervmdwttx,-58,-91,4.526126384735107421875,4,0_0,COMPLETED,SOBOL,1.797250825499999926648797554662,2.2299741533000001503239673184,-58,4.526126384735107421875,-91,4
1,1766940523,2,6e784c1f-754e-471e-b0c5-2538134cffee,1766940525,1766940531,6,./.tests/optimization_example --int_param='-87' --float_param='-53.76985002493694310033' --choice_param='hallo' --int_param_two='-84' --nr_results=2,0,,runnervmdwttx,-87,-84,-53.769850024936943100328790023923,hallo,1_0,COMPLETED,UNIFORM,1.904870804472919898486793499615,2.083286644282880128997703650384,-87,-53.769850024936943100328790023923,-84,hallo
========================================================================
Current git-hash: 58e649822e26cd86d048a231030de21ba5917183 (last fully tested stable version 2 commits ago [9cf7afc9f7659177ae628758d3cc50076a2e8673, 9194])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:48:29] 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: 8d4cd2dd-3ff4-4a72-8a00-0babf14d394c
___________________________________
| OmniOpt2 - Turning dials like a DJ! |
===================================
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\- --__/ ___/\ XXXXXX / ___--/=
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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=458 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 │ -58 │ 4.526126384735107 │ -91 │ 4 │ 1.7972508255 │ 2.2299741533 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -87 │ -53.76985002493694 │ -84 │ hallo │ 1.90487080447292 │ 2.08328664428288 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 16:48:32 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, Started OmniOpt2 run...
2025-12-28 16:48:32 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, getting new HP set (no sbatch)
2025-12-28 16:48:32 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 16:48:32 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, eval #1/1 start
2025-12-28 16:48:32 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, starting new job
2025-12-28 16:48:32 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, started new job
2025-12-28 16:48:41 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, new result: RESULT1: 1.797251, RESULT2: 2.229974
2025-12-28 16:48:43 (6e784c1f-754e-471e-b0c5-2538134cffee): SOBOL, 1 done, finishing jobs, finished 1 job
2025-12-28 16:48:43 (6e784c1f-754e-471e-b0c5-2538134cffee): UNIFORM, 1 done, getting new HP set (no sbatch)
2025-12-28 16:48:43 (6e784c1f-754e-471e-b0c5-2538134cffee): UNIFORM, 1 done, requested 1 jobs, got 1, 0.07 s/job
2025-12-28 16:48:43 (6e784c1f-754e-471e-b0c5-2538134cffee): UNIFORM, 1 done, eval #1/1 start
2025-12-28 16:48:43 (6e784c1f-754e-471e-b0c5-2538134cffee): UNIFORM, 1 done, starting new job
2025-12-28 16:48:43 (6e784c1f-754e-471e-b0c5-2538134cffee): UNIFORM, 1 done, started new job
2025-12-28 16:48:52 (6e784c1f-754e-471e-b0c5-2538134cffee): UNIFORM, 1 done, new result: RESULT1: 1.904871, RESULT2: 2.083287
2025-12-28 16:48:55 (6e784c1f-754e-471e-b0c5-2538134cffee): 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
1766940509,756.62890625,28.7
