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
0,1761047509,2,ecf42cce-928b-40ea-b4e8-4cb5fae8012c,1761047511,1761047517,6,./.tests/optimization_example --int_param='-45' --float_param='0.56825578212738037109' --choice_param='4' --int_param_two='-29' --nr_results=2,0,,runnervmwhb2z,-45,-29,0.568255782127380260071447537484,4,0_0,COMPLETED,SOBOL,1.100025110999999888861111685401,2.934958631499999803793343744474,-45,0.56825578212738037109375,-29,4
1,1761047520,2,ecf42cce-928b-40ea-b4e8-4cb5fae8012c,1761047522,1761047528,6,./.tests/optimization_example --int_param='-74' --float_param='-90.11075635987043597197' --choice_param='8' --int_param_two='-92' --nr_results=2,0,,runnervmwhb2z,-74,-92,-90.110756359870435971970437094569,8,1_0,COMPLETED,BOTORCH_MODULAR,1.849952837991629905900481389835,2.940325746170370013743422532571,-74,-90.110756359870435971970437094569,-92,8
========================================================================
Current git-hash: c3546d63a689a45925682d4a9ddd9bc196dc9699 (last fully tested stable version 1 commit ago [97d4bb080d52f82e21bec4706b03e9f462d19b3a, 8700])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:51:47] 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: 3c6cae34-a668-44a2-acc9-0b6a33d5b7dc
_________________________________
| OmniOpt2 - Tuning like a maestro! |
=================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_no_transforms --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0y --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 --result_names RESULT1=min RESULT2=min --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TRANSFORMS_no_transforms/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_no_transforms&run_nr=19 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 │ -45 │ 0.5682557821273804 │ -29 │ 4 │ 1.1000251109999999 │ 2.9349586315 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.020 │ 1 │ 0.020 │
│ 2 │ 0.896 │ 1 │ 0.896 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.458 │ │ │
│ Median │ 0.458 │ │ │
│ Total │ 0.915 │ │ │
│ Max │ 0.896 │ │ │
│ Min │ 0.020 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.217 │ 1 │ 0.217 │
│ 2 │ 0.107 │ 1 │ 0.107 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.162 │ │ │
│ Median │ 0.162 │ │ │
│ Total │ 0.324 │ │ │
│ Max │ 0.217 │ │ │
│ Min │ 0.107 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 11:51:49 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, Started OmniOpt2 run...
2025-10-21 11:51:49 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:51:49 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-21 11:51:49 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, eval #1/1 start
2025-10-21 11:51:49 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, starting new job
2025-10-21 11:51:49 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, started new job
2025-10-21 11:51:58 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, new result: 1.10002511095172
2025-10-21 11:51:59 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 11:52:00 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 11:52:00 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, requested 1 jobs, got 1, 0.90 s/job
2025-10-21 11:52:00 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, eval #1/1 start
2025-10-21 11:52:00 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, starting new job
2025-10-21 11:52:00 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, started new job
2025-10-21 11:52:10 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 1 done, new result: 1.84995283799163
2025-10-21 11:52:12 (ecf42cce-928b-40ea-b4e8-4cb5fae8012c): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761047509,777.98828125,25.1
