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
0,1761115989,2,7630e278-a4a9-4542-b446-f125031fac9b,1761115991,1761115997,6,./.tests/optimization_example --int_param='-98' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmwhb2z,-98,1,1,1,0_0,COMPLETED,SOBOL,-106972.119999999995343387126922607422,-98,-48.633392155170440673828125
1,1761116002,1,7630e278-a4a9-4542-b446-f125031fac9b,1761116003,1761116009,6,./.tests/optimization_example --int_param='8' --float_param='1' --choice_param='1' --int_param_two='1',0,,runnervmwhb2z,8,1,1,1,1_0,COMPLETED,BOTORCH_MODULAR,-760.120000000000004547473508864641,8,9.81949259527027606964111328125
========================================================================
Current git-hash: 5fb1300cd80a7e2edf1f6584a390b793002f6724 (last fully tested stable version 9 commits ago [f16d22535360fbc48329ca2ebf9ae2448bc26fcb, 8712])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 06:53:07] 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: e7a8b00f-a71a-4205-8795-9e943b8fda24
_________________________________________________
/ \
| OmniOpt2 - Hyperparameters: The Hitchcock thrille |
| r of machine learning. |
\ /
=================================================
\
\
\
\
____________
|__________|
/ /\
/ / \
/___________/___/|
| | |
| ==\ /== | |
| O O | \ \ |
| < | \ \|
/| | \ \
/ | \_____/ | / /
/ /| | / /|
/||\| | /||\/
-------------|
| | | |
<__/ \__>
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 Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JzEnIC0tY2hvaWNlX3BhcmFtPScxJyAtLWludF9wYXJhbV90d289JzEn --parameter int_param range -100 10 int --parameter float_param range -100 10 float --num_random_steps 1 --model BOTORCH_MODULAR --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/5
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=187 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='1' --choice_param='1' --int_param_two='1'
Experiment parameters
┏━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ Name ┃ Type ┃ Lower bound ┃ Upper bound ┃ Type ┃ Log Scale? ┃
┡━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━╇━━━━━━━━━━━━┩
│ int_param │ range │ -100 │ 10 │ int │ No │
│ float_param │ range │ -100 │ 10 │ float │ 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 ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -98 │ 1 │ 1 │ 1 │ -98 │ -48.63339215517044 │ -106972.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴────────────┘
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 │ 0.013 │ 1 │ 0.013 │
│ 2 │ 0.451 │ 1 │ 0.451 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.232 │ │ │
│ Median │ 0.232 │ │ │
│ Total │ 0.464 │ │ │
│ Max │ 0.451 │ │ │
│ Min │ 0.013 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.218 │ 1 │ 0.218 │
│ 2 │ 0.080 │ 1 │ 0.080 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.149 │ │ │
│ Median │ 0.149 │ │ │
│ Total │ 0.297 │ │ │
│ Max │ 0.218 │ │ │
│ Min │ 0.080 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 06:53:09 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, Started OmniOpt2 run...
2025-10-22 06:53:09 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, getting new HP set (no sbatch)
2025-10-22 06:53:09 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 06:53:09 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, eval #1/1 start
2025-10-22 06:53:09 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, starting new job
2025-10-22 06:53:09 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, started new job
2025-10-22 06:53:19 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, new result: RESULT: -106972.120000
2025-10-22 06:53:21 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, finishing jobs, finished 1 job
2025-10-22 06:53:22 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, getting new HP set (no sbatch)
2025-10-22 06:53:22 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, requested 1 jobs, got 1, 0.45 s/job
2025-10-22 06:53:22 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, eval #1/1 start
2025-10-22 06:53:22 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, starting new job
2025-10-22 06:53:22 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, started new job
2025-10-22 06:53:31 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, new result: RESULT: -760.120000
2025-10-22 06:53:33 (7630e278-a4a9-4542-b446-f125031fac9b): SOBOL, best RESULT: -106972.12, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761115989,778.1796875,24.6
