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,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-84016.618512932793237268924713134766,-27,-79.7927464544773101806640625,9,16
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-300728.367431571008637547492980957031,-97,-90.450221283961113272198417689651,-98,1
2,,,,,,,,,,,,,,,2_0,COMPLETED,BOTORCH_MODULAR,-224857.677987397008109837770462036133,-100,-17.096058443524899672638639458455,-100,1
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-243873.320000000006984919309616088867,-44,-100,-100,1
4,1767523472,2,65444235-b8ef-4c5c-a81f-a8b01b7b6ef9,1767523474,1767523481,7,./.tests/optimization_example --int_param='-100' --float_param='-160.97727280611067612881' --choice_param='1' --int_param_two='-94' --nr_results=1,0,,runnervmh13bl,-100,-94,-160.977272806110676128810155205429,1,4_0,COMPLETED,BOTORCH_MODULAR,-483284.670881540980190038681030273438,-100,-160.977272806110676128810155205429,-94,1
5,1767523484,2,65444235-b8ef-4c5c-a81f-a8b01b7b6ef9,1767523486,1767523492,6,./.tests/optimization_example --int_param='-100' --float_param='-209.0955725339844661903' --choice_param='1' --int_param_two='-91' --nr_results=1,0,,runnervmh13bl,-100,-91,-209.095572533984466190304374322295,1,5_0,COMPLETED,BOTORCH_MODULAR,-660351.661786545999348163604736328125,-100,-209.095572533984466190304374322295,-91,1
========================================================================
Current git-hash: 17490ac6efe4d73318824c31d8ab32d7a8875a52 (last fully tested stable version 5 commits ago [941829b5ef8c208e9de98b3eb85bb46f0d23e169, 9213])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 10:44:27] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Run-UUID: f3de6869-b638-402b-b23a-4fc8d1d179ea
_________________________________________________
/ \
| OmniOpt2 - Tuning like a Jedi: Feel the force of |
| the optimal values. |
\ /
=================================================
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omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --parameter float_param range -1000 1000 float --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/2
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Changed parameter 'float_param': lower from -100.0 to -1000.0, upper from 10.0 to 1000.0, digits from None to 32
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=2192 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 9 steps.
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 │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -1000 │ 1000 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -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 + inserted jobs: 4)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
┃ 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -100.0 │ -91.0 │ -209.09557253398447 │ 1.0 │ -100 │ -209.09557253398447 │ -91 │ 1 │ -660351.661786546 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 10:44:32 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, Started OmniOpt2 run...
2026-01-04 10:44:32 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, getting new HP set (no sbatch)
2026-01-04 10:44:32 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.62 s/job
2026-01-04 10:44:32 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, eval #1/1 start
2026-01-04 10:44:32 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, starting new job
2026-01-04 10:44:33 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, started new job
2026-01-04 10:44:42 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, new result: RESULT: -483284.670882
2026-01-04 10:44:43 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, finishing jobs, finished 1 job
2026-01-04 10:44:44 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, getting new HP set (no sbatch)
2026-01-04 10:44:44 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, requested 1 jobs, got 1, 0.53 s/job
2026-01-04 10:44:44 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, eval #1/1 start
2026-01-04 10:44:44 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, starting new job
2026-01-04 10:44:44 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, started new job
2026-01-04 10:44:53 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -483284.670881541, new result: RESULT: -660351.661787
2026-01-04 10:44:55 (65444235-b8ef-4c5c-a81f-a8b01b7b6ef9): BOTORCH_MODULAR, best RESULT: -660351.661786546, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1767523469,786.48046875,27.2
