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
0,1761039806,2,2f9379de-7406-43ce-a80a-6e69fb5b642b,1761039808,1761039814,6,./.tests/optimization_example --int_param='-58' --float_param='-24.39089298248291015625' --choice_param='8' --int_param_two='-49' --nr_results=1,0,,runnervmwhb2z,-58,-49,-24.390892982482913708963678800501,8,0_0,COMPLETED,SOBOL,-77435.965903077594703063368797302246,-58,-24.39089298248291015625,-49,8
1,1761039817,2,2f9379de-7406-43ce-a80a-6e69fb5b642b,1761039819,1761039825,6,./.tests/optimization_example --int_param='6' --float_param='-92.08648474049131493757' --choice_param='16' --int_param_two='-11' --nr_results=1,0,,runnervmwhb2z,6,-11,-92.086484740491329148426302708685,16,1_0,COMPLETED,BOTORCH_MODULAR,-98264.375192656501894816756248474121,6,-92.086484740491314937571587506682,-11,16
========================================================================
Current git-hash: 28988fc1991bf218c08774c90a161646685e05ce (last fully tested stable version 9 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 09:43:23] 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: 1dace351-396e-4946-9c4d-952ef908e248
_________________________________________________
/ \
| OmniOpt2 - Optimizing parameters with the flair o |
| f a magician pulling rabbits out of hats. |
\ /
=================================================
\
\
\
|\_/|,,_____,~~`
(.".)~~ )`~}}
\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 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=94 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 6 │ -11 │ -92.08648474049133 │ 16 │ 6 │ -92.08648474049131 │ -11 │ 16 │ -98264.3751926565 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 0.526 │ 1 │ 0.526 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.274 │ │ │
│ Median │ 0.274 │ │ │
│ Total │ 0.549 │ │ │
│ Max │ 0.526 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.220 │ 1 │ 0.220 │
│ 2 │ 0.083 │ 1 │ 0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.151 │ │ │
│ Median │ 0.151 │ │ │
│ Total │ 0.302 │ │ │
│ Max │ 0.220 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 09:43:26 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, Started OmniOpt2 run...
2025-10-21 09:43:26 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, getting new HP set (no sbatch)
2025-10-21 09:43:26 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-21 09:43:26 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, eval #1/1 start
2025-10-21 09:43:26 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, starting new job
2025-10-21 09:43:26 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, started new job
2025-10-21 09:43:35 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, new result: -77435.9659030776
2025-10-21 09:43:37 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, finishing jobs, finished 1 job
2025-10-21 09:43:37 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, getting new HP set (no sbatch)
2025-10-21 09:43:37 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, requested 1 jobs, got 1, 0.53 s/job
2025-10-21 09:43:37 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, eval #1/1 start
2025-10-21 09:43:37 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, starting new job
2025-10-21 09:43:37 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, started new job
2025-10-21 09:43:46 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -77435.9659030776, new result: -98264.3751926565
2025-10-21 09:43:48 (2f9379de-7406-43ce-a80a-6e69fb5b642b): SOBOL, best RESULT: -98264.3751926565, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761039806,778.078125,23.6
