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
0,1761045761,2,c73994a5-b716-4429-9621-d2463be5449e,1761045763,1761045769,6,./.tests/optimization_example --int_param='-30' --float_param='-90.87566763162612915039' --choice_param='16' --int_param_two='-37' --nr_results=1,0,,runnervmwhb2z,-30,-37,-90.875667631626129150390625,16,0_0,COMPLETED,SOBOL,-123039.156438100006198510527610778809,-30,-90.875667631626129150390625,-37,16
1,1761045772,2,c73994a5-b716-4429-9621-d2463be5449e,1761045774,1761045780,6,./.tests/optimization_example --int_param='-99' --float_param='4.60236671442945866062' --choice_param='1' --int_param_two='8' --nr_results=1,0,,runnervmwhb2z,-99,8,4.602366714429458660617910936708,1,1_0,COMPLETED,BOTORCH_MODULAR,-108891.301122297998517751693725585938,-99,4.602366714429458660617910936708,8,1
========================================================================
Current git-hash: c3546d63a689a45925682d4a9ddd9bc196dc9699 (last fully tested stable version 2 commits ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:22:39] 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: e3c7dda0-16f3-44be-a69a-a1f9e6d28550
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters like a caffeina |
| ted monk with a Rubik's Cube. |
\ /
=================================================
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_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
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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 --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=118 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 │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━┩
│ -30 │ -37 │ -90.87566763162613 │ 16 │ -30 │ -90.87566763162613 │ -37 │ 16 │ -123039.1564381 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴─────────────────┘
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 │ 0.531 │ 1 │ 0.531 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.276 │ │ │
│ Median │ 0.276 │ │ │
│ Total │ 0.551 │ │ │
│ Max │ 0.531 │ │ │
│ Min │ 0.021 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.220 │ 1 │ 0.220 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.150 │ │ │
│ Median │ 0.150 │ │ │
│ Total │ 0.301 │ │ │
│ Max │ 0.220 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 11:22:41 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, Started OmniOpt2 run...
2025-10-21 11:22:41 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:22:41 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-21 11:22:41 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, eval #1/1 start
2025-10-21 11:22:41 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, starting new job
2025-10-21 11:22:41 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, started new job
2025-10-21 11:22:50 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, new result: -123039.1564381
2025-10-21 11:22:51 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, finishing jobs, finished 1 job
2025-10-21 11:22:52 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, getting new HP set (no sbatch)
2025-10-21 11:22:52 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, requested 1 jobs, got 1, 0.53 s/job
2025-10-21 11:22:52 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, eval #1/1 start
2025-10-21 11:22:52 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, starting new job
2025-10-21 11:22:52 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, started new job
2025-10-21 11:23:01 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, new result: -108891.301122298
2025-10-21 11:23:03 (c73994a5-b716-4429-9621-d2463be5449e): SOBOL, best RESULT: -123039.1564381, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761045761,777.8671875,23.7
1761045761,777.8671875,100.0
