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
0,1778324002,2,6baf7785-133a-4c0b-b428-a5c9a29c4414,1778324004,1778324010,6,./.tests/optimization_example --int_param='-58' --float_param='-0.24601697921752929688' --choice_param='16' --int_param_two='-52' --nr_results=2,0,,runnervmrc6n4,-58,-52,-0.246016979217529213608273153113,16,0_0,COMPLETED,SOBOL,1.393987556099999913783449301263,2.592078542699999932352739051566,-58,-0.246016979217529296875,-52,16
1,1778324012,2,6baf7785-133a-4c0b-b428-a5c9a29c4414,1778324014,1778324020,6,./.tests/optimization_example --int_param='-98' --float_param='2.93007980420668445731' --choice_param='16' --int_param_two='-1' --nr_results=2,0,,runnervmrc6n4,-98,-1,2.930079804206684457312803715467,16,1_0,COMPLETED,UNIFORM,1.905922816208660108827643853147,2.919459658066870133552583865821,-98,2.930079804206684457312803715467,-1,16
========================================================================
Current git-hash: cd62f18b5a7084cd1b34cc9972b8b3a2643139be (last fully tested stable version 1 commit ago [f2198bbca0ddfa2c54bbdce11bcb585e9153edd1, 9298])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-09 10:53:20] 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: b3e3b051-30b1-426a-ac95-653a736a7b31
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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=0 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 │ -0.2460169792175293 │ -52 │ 16 │ 1.3939875561 │ 2.5920785427 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-09 10:53:22 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, Started OmniOpt2 run...
2026-05-09 10:53:22 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, getting new HP set (no sbatch)
2026-05-09 10:53:22 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-09 10:53:22 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, eval #1/1 start
2026-05-09 10:53:22 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, starting new job
2026-05-09 10:53:22 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, started new job
2026-05-09 10:53:30 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, new result: RESULT1: 1.393988, RESULT2: 2.592079
2026-05-09 10:53:32 (6baf7785-133a-4c0b-b428-a5c9a29c4414): SOBOL, 1 done, finishing jobs, finished 1 job
2026-05-09 10:53:32 (6baf7785-133a-4c0b-b428-a5c9a29c4414): UNIFORM, 1 done, getting new HP set (no sbatch)
2026-05-09 10:53:32 (6baf7785-133a-4c0b-b428-a5c9a29c4414): UNIFORM, 1 done, requested 1 jobs, got 1, 0.07 s/job
2026-05-09 10:53:32 (6baf7785-133a-4c0b-b428-a5c9a29c4414): UNIFORM, 1 done, eval #1/1 start
2026-05-09 10:53:32 (6baf7785-133a-4c0b-b428-a5c9a29c4414): UNIFORM, 1 done, starting new job
2026-05-09 10:53:32 (6baf7785-133a-4c0b-b428-a5c9a29c4414): UNIFORM, 1 done, started new job
2026-05-09 10:53:40 (6baf7785-133a-4c0b-b428-a5c9a29c4414): UNIFORM, 1 done, new result: RESULT1: 1.905923, RESULT2: 2.919460
2026-05-09 10:53:43 (6baf7785-133a-4c0b-b428-a5c9a29c4414): 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
1778324000,741.30078125,28.4
