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
0,1761046690,2,d2972fb2-a953-4bf3-930d-561513ee24b0,1761046692,1761046698,6,./.tests/optimization_example --int_param='-83' --float_param='-1.53772175312042236328' --choice_param='2' --int_param_two='-37' --nr_results=2,0,,runnervmnfq8z,-83,-37,-1.53772175312042236328125,2,0_0,COMPLETED,SOBOL,1.873748871800000159737464855425,2.13290660789999986235443429905,-83,-1.53772175312042236328125,-37,2
1,1761046702,2,d2972fb2-a953-4bf3-930d-561513ee24b0,1761046704,1761046710,6,./.tests/optimization_example --int_param='10' --float_param='-82.2905978226577587975' --choice_param='1' --int_param_two='-89' --nr_results=2,0,,runnervmnfq8z,10,-89,-82.29059782265775879750435706228,1,1_0,COMPLETED,BOTORCH_MODULAR,1.16134556529960009108037866099,2.463504806949889935907549443073,10,-82.29059782265775879750435706228,-89,1
========================================================================
Current git-hash: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (last fully tested stable version 1 commit ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:38:09] 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: 5c8cb429-f4cc-43c2-8748-0070f4b7725c
____ _ ____ _ ___
/ __ \ (_)/ __ \ | | |__ \
| | | |_ __ ___ _ __ _| | | |_ __ | |_ ) |
| | | | '_ ` _ \| '_ \| | | | | '_ \| __| / /
| |__| | | | | | | | | | | |__| | |_) | |_ / /_
\____/|_| |_| |_|_| |_|_|\____/| .__/ \__|____|
| |
|_|
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BOTORCH_MODULAR --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 20 --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=BOTORCH_MODULAR --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=32 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=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 │ -83 │ -1.5377217531204224 │ -37 │ 2 │ 1.8737488718000002 │ 2.1329066079 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 1 │ 10 │ -82.29059782265776 │ -89 │ 1 │ 1.1613455652996 │ 2.46350480694989 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-21 11:38:10 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, Started OmniOpt2 run...
2025-10-21 11:38:10 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:38:10 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 11:38:10 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, eval #1/1 start
2025-10-21 11:38:10 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, starting new job
2025-10-21 11:38:10 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, started new job
2025-10-21 11:38:19 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, new result: 1.87374887180431
2025-10-21 11:38:21 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 11:38:22 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 11:38:22 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, requested 1 jobs, got 1, 0.74 s/job
2025-10-21 11:38:22 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, eval #1/1 start
2025-10-21 11:38:22 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, starting new job
2025-10-21 11:38:22 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, started new job
2025-10-21 11:38:31 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 1 done, new result: 1.1613455652996
2025-10-21 11:38:34 (d2972fb2-a953-4bf3-930d-561513ee24b0): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761046690,753.328125,24.3
