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,fail_or_not,choice_param
0,1761108216,2,1f0f22ea-dff9-478c-997f-86bfd4f9c2b9,1761108218,1761108224,6,./.tests/optimization_example --int_param='-100' --float_param='9.59655165672302246094' --choice_param='16' --int_param_two='-4' --nr_results=1,0,,runnervmwhb2z,-100,-4,9.5965516567230224609375,16,0_0,COMPLETED,SOBOL,-112995.402871329002664424479007720947,-100,9.5965516567230224609375,-4,1,16
1,1761108228,2,1f0f22ea-dff9-478c-997f-86bfd4f9c2b9,1761108230,1761108236,6,./.tests/optimization_example --int_param='-2' --float_param='-46.63736098537205521097' --choice_param='8' --int_param_two='-98' --nr_results=1,0,,runnervmwhb2z,-2,-98,-46.637360985372055210973485372961,8,1_0,COMPLETED,BOTORCH_MODULAR,-132550.690495335991727188229560852051,-2,-46.637360985372055210973485372961,-98,0,8
========================================================================
Current git-hash: 14ee37b26eb555b65ac9a3558f641611a22bc601 (last fully tested stable version 1 commit ago [c3546d63a689a45925682d4a9ddd9bc196dc9699, 8701])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 04:43:34] 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: d285cce8-e55f-4842-9983-9ec879324761
_________________________________________________
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| OmniOpt2 - Optimizing like Schrödinger’s cat—unti |
| l you look, it's both perfect and terrible. |
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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 Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --parameter fail_or_not choice 0,1 --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/4
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=144 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=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 │
│ fail_or_not │ choice │ │ │ 0, 1 │ │ │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
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 ┃ fail_or_not ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -2 │ -98 │ -46.637360985372055 │ 8 │ -2 │ -46.637360985372055 │ -98 │ 0 │ 8 │ -132550.690495336 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴─────────────┴──────────────┴───────────────────┘
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 │ 0.021 │ 1 │ 0.021 │
│ 2 │ 0.980 │ 1 │ 0.980 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.501 │ │ │
│ Median │ 0.501 │ │ │
│ Total │ 1.002 │ │ │
│ Max │ 0.980 │ │ │
│ Min │ 0.021 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.227 │ 1 │ 0.227 │
│ 2 │ 0.084 │ 1 │ 0.084 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.156 │ │ │
│ Median │ 0.156 │ │ │
│ Total │ 0.311 │ │ │
│ Max │ 0.227 │ │ │
│ Min │ 0.084 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 04:43:36 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, Started OmniOpt2 run...
2025-10-22 04:43:36 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, getting new HP set (no sbatch)
2025-10-22 04:43:36 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-22 04:43:36 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, eval #1/1 start
2025-10-22 04:43:36 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, starting new job
2025-10-22 04:43:36 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, started new job
2025-10-22 04:43:45 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, new result: -112995.402871329
2025-10-22 04:43:47 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, finishing jobs, finished 1 job
2025-10-22 04:43:48 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, getting new HP set (no sbatch)
2025-10-22 04:43:48 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, requested 1 jobs, got 1, 0.98 s/job
2025-10-22 04:43:48 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, eval #1/1 start
2025-10-22 04:43:48 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, starting new job
2025-10-22 04:43:48 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, started new job
2025-10-22 04:43:57 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -112995.402871329, new result: -132550.690495336
2025-10-22 04:43:59 (1f0f22ea-dff9-478c-997f-86bfd4f9c2b9): SOBOL, best RESULT: -132550.690495336, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761108216,777.765625,23.9
