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
0,1760846799,2,dc6dfb64-dbde-4789-8782-26b9d33e5404,1760846801,1760846807,6,./.tests/optimization_example --int_param='-27' --float_param='-65.73842436075210571289' --choice_param='4' --int_param_two='-54' --nr_results=2,0,,runnervmzdgdc,-27,-54,-65.738424360752105712890625,4,0_0,COMPLETED,SOBOL,1.639454511100000067003179538005,2.870021773800000008947108653956,-27,-65.738424360752105712890625,-54,4
1,1760846811,1,dc6dfb64-dbde-4789-8782-26b9d33e5404,1760846812,1760846818,6,./.tests/optimization_example --int_param='-97' --float_param='9.88740985393087967736' --choice_param='8' --int_param_two='-69' --nr_results=2,0,,runnervmzdgdc,-97,-69,9.887409853930879677363918744959,8,1_0,COMPLETED,BOTORCH_MODULAR,1.266525222295060038035785510147,2.627055472319140161374662056915,-97,9.887409853930879677363918744959,-69,8
========================================================================
Current git-hash: 9043d91dbe370183252bdf120ecb2c226402839d (version: 8689)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-19 04:06:37] 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: a6984f32-0db0-4520-84a5-c5ea4af17ed6
_________________________________________________
/ \
| OmniOpt2 - As timeless as Metropolis, but with be |
| tter optimization. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=2 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ -97 │ 9.88740985393088 │ -69 │ 8 │ 1.26652522229506 │ 2.62705547231914 │
└─────────────┴───────────┴──────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-19 04:06:39 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, Started OmniOpt2 run...
2025-10-19 04:06:39 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, getting new HP set (no sbatch)
2025-10-19 04:06:39 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-19 04:06:39 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, eval #1/1 start
2025-10-19 04:06:39 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, starting new job
2025-10-19 04:06:39 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, started new job
2025-10-19 04:06:48 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, new result: 1.63945451106793
2025-10-19 04:06:49 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-19 04:06:50 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-19 04:06:50 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, requested 1 jobs, got 1, 0.94 s/job
2025-10-19 04:06:50 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, eval #1/1 start
2025-10-19 04:06:51 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, starting new job
2025-10-19 04:06:51 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, started new job
2025-10-19 04:07:00 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 1 done, new result: 1.26652522229506
2025-10-19 04:07:02 (dc6dfb64-dbde-4789-8782-26b9d33e5404): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1760846799,779.6640625,25.2
