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
0,1761036691,2,7f8f0f58-24a7-461a-b94c-5fa3df89e356,1761036693,1761036699,6,./.tests/optimization_example --int_param='6' --float_param='-49.71438050270080566406' --choice_param='2' --int_param_two='-99' --nr_results=2,0,,runnervmwhb2z,6,-99,-49.7143805027008056640625,2,0_0,COMPLETED,SOBOL,1.586758018300000072642319537408,2.270001716099999899967087912955,6,-49.7143805027008056640625,-99,2
1,1761036702,2,7f8f0f58-24a7-461a-b94c-5fa3df89e356,1761036704,1761036710,6,./.tests/optimization_example --int_param='-97' --float_param='-82.8149501310903843887' --choice_param='8' --int_param_two='-18' --nr_results=2,0,,runnervmwhb2z,-97,-18,-82.814950131090384388699021656066,8,1_0,COMPLETED,BOTORCH_MODULAR,1.117685964637529894005751884833,2.714882387404459862523253832478,-97,-82.814950131090384388699021656066,-18,8
========================================================================
Current git-hash: 3bc86dcb6d9e1e752cf34d003103a8f1015b5b05 (last fully tested stable version 6 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:51:29] 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: d9d310f7-7f82-4bc0-bf64-c929574cdfcf
_______________________________________
| OmniOpt2 - Turning knobs since day one! |
=======================================
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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=22 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 │ 6 │ -49.714380502700806 │ -99 │ 2 │ 1.5867580183 │ 2.2700017161 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -97 │ -82.81495013109038 │ -18 │ 8 │ 1.11768596463753 │ 2.71488238740446 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 08:51:31 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, Started OmniOpt2 run...
2025-10-21 08:51:31 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:51:31 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-10-21 08:51:31 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, eval #1/1 start
2025-10-21 08:51:31 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, starting new job
2025-10-21 08:51:31 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, started new job
2025-10-21 08:51:40 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, new result: 1.58675801831214
2025-10-21 08:51:41 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:51:42 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:51:42 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, requested 1 jobs, got 1, 0.68 s/job
2025-10-21 08:51:42 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:51:42 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, starting new job
2025-10-21 08:51:42 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, started new job
2025-10-21 08:51:51 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 1 done, new result: 1.11768596463753
2025-10-21 08:51:54 (7f8f0f58-24a7-461a-b94c-5fa3df89e356): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761036691,779.01171875,24.9
