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
0,1761032197,2,dd0f00d0-db9f-44f0-bbe1-d9d596b6a702,1761032199,1761032205,6,./.tests/optimization_example --int_param='-59' --float_param='-98.06575633585453033447' --choice_param='hallo' --int_param_two='-87' --nr_results=1,0,,runnervmnfq8z,-59,-87,-98.06575633585453033447265625,hallo,0_0,COMPLETED,SOBOL,-231546.42129081700113601982593536377,-59,-98.06575633585453033447265625,-87,hallo
1,1761032208,2,dd0f00d0-db9f-44f0-bbe1-d9d596b6a702,1761032210,1761032216,6,./.tests/optimization_example --int_param='-33' --float_param='3.9640425459905168637' --choice_param='1' --int_param_two='5' --nr_results=1,0,,runnervmnfq8z,-33,5,3.964042545990516863696484506363,1,1_0,COMPLETED,BOTORCH_MODULAR,-14926.052078465199883794412016868591,-33,3.964042545990516863696484506363,5,1
========================================================================
Current git-hash: 92cf40fe87120c8d418b1477cfad43a49740618b (last fully tested stable version 5 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:36:35] 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: 4297e070-49aa-4a10-8736-0e8fcee1fdf9
_________________________________________________
/ \
| OmniOpt2 - The fractal of hyperparameters: The de |
| eper you go, the more you see. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| 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 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=44 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -59 │ -87 │ -98.06575633585453 │ hallo │ -59 │ -98.06575633585453 │ -87 │ hallo │ -231546.421290817 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.031 │ 1 │ 0.031 │
│ 2 │ 0.319 │ 1 │ 0.319 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.175 │ │ │
│ Median │ 0.175 │ │ │
│ Total │ 0.351 │ │ │
│ Max │ 0.319 │ │ │
│ Min │ 0.031 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.096 │ 1 │ 0.096 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.080 │ │ │
│ Median │ 0.080 │ │ │
│ Total │ 0.159 │ │ │
│ Max │ 0.096 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 07:36:37 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, Started OmniOpt2 run...
2025-10-21 07:36:37 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:36:37 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 07:36:37 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, eval #1/1 start
2025-10-21 07:36:37 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, starting new job
2025-10-21 07:36:37 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, started new job
2025-10-21 07:36:46 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, new result: -231546.421290817
2025-10-21 07:36:48 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, finishing jobs, finished 1 job
2025-10-21 07:36:48 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, getting new HP set (no sbatch)
2025-10-21 07:36:48 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, requested 1 jobs, got 1, 0.32 s/job
2025-10-21 07:36:48 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, eval #1/1 start
2025-10-21 07:36:48 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, starting new job
2025-10-21 07:36:48 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, started new job
2025-10-21 07:36:57 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, new result: -14926.0520784652
2025-10-21 07:36:59 (dd0f00d0-db9f-44f0-bbe1-d9d596b6a702): SOBOL, best RESULT: -231546.421290817, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761032197,753.6640625,22.6
