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,int_param_two,choice_param
0,1761035496,2,d2727583-bc73-48bc-bf31-966cf5e13d29,1761035498,1761035504,6,./.tests/optimization_example --random_sem --int_param='-10' --float_param='-69.86223369836807250977' --choice_param='1' --int_param_two='-42' --nr_results=1,0,,runnervmwhb2z,-10,-42,-69.862233698368072509765625,1,0_0,COMPLETED,SOBOL,-80305.260343090805690735578536987305,-10,-69.862233698368072509765625,-42,1
1,1761035507,2,d2727583-bc73-48bc-bf31-966cf5e13d29,1761035509,1761035515,6,./.tests/optimization_example --random_sem --int_param='-80' --float_param='8.17614323283176602786' --choice_param='hallo' --int_param_two='10' --nr_results=1,0,,runnervmwhb2z,-80,10,8.176143232831766027857156586833,hallo,1_0,COMPLETED,BOTORCH_MODULAR,-73411.398858354601543396711349487305,-80,8.176143232831766027857156586833,10,hallo
========================================================================
Current git-hash: 63e807fc69b6d664197862121120493d1af21f37 (last fully tested stable version 8 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:31:34] 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: 67c029d9-edfb-4edc-ad4d-7ab734b46a52
________________________________________
| OmniOpt2 - Dialing in the magic numbers. |
========================================
\
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_- /--______
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.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
/XXXXX( )--_ XXXXXXXXXXX\
/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
XXXXXX__/ XXXXXX \__---->
---___ XXX__/ XXXXXX \__ /
\- --__/ ___/\ XXXXXX / ___--/=
\-\ ___/ XXXXXX '--- XXXXXX
\-\/XXX\ XXXXXX /XXXXX
\XXXXXXXXX \ /XXXXX/
\XXXXXX > _/XXXXX/
\XXXXX--__/ __-- XXXX/
-XXXXXXXX--------------- XXXXXX-
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""VXXXXXXXXXXXXXXXXXXV""
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/3
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=89 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 --random_sem --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 │
└─────────────┴─────────────┘
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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -10 │ -42 │ -69.86223369836807 │ 1 │ -10 │ -69.86223369836807 │ -42 │ 1 │ -80305.2603430908 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.045 │ 1 │ 0.045 │
│ 2 │ 0.388 │ 1 │ 0.388 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.216 │ │ │
│ Median │ 0.216 │ │ │
│ Total │ 0.433 │ │ │
│ Max │ 0.388 │ │ │
│ Min │ 0.045 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.220 │ 1 │ 0.220 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.152 │ │ │
│ Median │ 0.152 │ │ │
│ Total │ 0.304 │ │ │
│ Max │ 0.220 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 08:31:36 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, Started OmniOpt2 run...
2025-10-21 08:31:36 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:31:36 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2025-10-21 08:31:36 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, eval #1/1 start
2025-10-21 08:31:36 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, starting new job
2025-10-21 08:31:36 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, started new job
2025-10-21 08:31:45 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, new result: (-80305.2603430908, 0.904602027339028)
2025-10-21 08:31:47 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, finishing jobs, finished 1 job
2025-10-21 08:31:47 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, getting new HP set (no sbatch)
2025-10-21 08:31:47 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, requested 1 jobs, got 1, 0.39 s/job
2025-10-21 08:31:47 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, eval #1/1 start
2025-10-21 08:31:47 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, starting new job
2025-10-21 08:31:47 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, started new job
2025-10-21 08:31:56 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, new result: (-73411.3988583546, 0.943306047077389)
2025-10-21 08:31:57 (d2727583-bc73-48bc-bf31-966cf5e13d29): SOBOL, best RESULT: -80305.2603430908, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761035496,779.49609375,24.9
