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
0,1761109550,2,60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc,1761109552,1761109558,6,./.tests/optimization_example --random_sem --int_param='-16' --float_param='-2.69678831100463867188' --choice_param='8' --int_param_two='-12' --nr_results=1,0,,runnervmwhb2z,-16,-12,-2.696788311004638227785790149937,8,0_0,COMPLETED,SOBOL,-8155.725503044200195290613919496536,-16,-2.696788311004638671875,-12,8
1,1761109562,1,60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc,1761109563,1761109569,6,./.tests/optimization_example --random_sem --int_param='-98' --float_param='-78.41358866617059675264' --choice_param='2' --int_param_two='-39' --nr_results=1,0,,runnervmwhb2z,-98,-39,-78.413588666170596752635901793838,2,1_0,COMPLETED,BOTORCH_MODULAR,-195099.187741691013798117637634277344,-98,-78.413588666170596752635901793838,-39,2
========================================================================
Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 9 commits ago [c3546d63a689a45925682d4a9ddd9bc196dc9699, 8701])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:05:48] 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: 0ed83366-8bb0-4952-a7ec-0c24f34607be
_________________________________________________
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| OmniOpt2 - Exploring parameter space like a ninja |
| in a maze. |
\ /
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/ /| | / /|
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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 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=154 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -98 │ -39 │ -78.4135886661706 │ 2 │ -98 │ -78.4135886661706 │ -39 │ 2 │ -195099.187741691 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.015 │ 1 │ 0.015 │
│ 2 │ 0.573 │ 1 │ 0.573 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.294 │ │ │
│ Median │ 0.294 │ │ │
│ Total │ 0.588 │ │ │
│ Max │ 0.573 │ │ │
│ Min │ 0.015 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.216 │ 1 │ 0.216 │
│ 2 │ 0.082 │ 1 │ 0.082 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.149 │ │ │
│ Median │ 0.149 │ │ │
│ Total │ 0.299 │ │ │
│ Max │ 0.216 │ │ │
│ Min │ 0.082 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 05:05:50 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, Started OmniOpt2 run...
2025-10-22 05:05:50 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, getting new HP set (no sbatch)
2025-10-22 05:05:50 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 05:05:50 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, eval #1/1 start
2025-10-22 05:05:50 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, starting new job
2025-10-22 05:05:50 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, started new job
2025-10-22 05:05:59 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, new result: (-8155.72550304418, 0.575728579497994)
2025-10-22 05:06:01 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, finishing jobs, finished 1 job
2025-10-22 05:06:02 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, getting new HP set (no sbatch)
2025-10-22 05:06:02 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, requested 1 jobs, got 1, 0.57 s/job
2025-10-22 05:06:02 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, eval #1/1 start
2025-10-22 05:06:02 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, starting new job
2025-10-22 05:06:02 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, started new job
2025-10-22 05:06:11 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -8155.72550304418, new result: (-195099.187741691, 0.92409778486854)
2025-10-22 05:06:12 (60861e69-ca2c-4d6f-b2e4-c0397fc4a3bc): SOBOL, best RESULT: -195099.187741691, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761109550,777.8828125,24.2
