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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,1761031898,1,f7fdbdaa-aebc-474a-8c77-880c28c004a9,1761031899,1761031905,6,./.tests/optimization_example --int_param='-96' --float_param='-87.73653559386730194092' --choice_param='8' --int_param_two='-86' --nr_results=2,0,,runnervmnfq8z,-96,-86,-87.73653559386730194091796875,8,0_0,COMPLETED,SOBOL,1.205326374900000052647897064162,2.402720716400000178225582203595,-96,-87.73653559386730194091796875,-86,8
1,1761031908,2,f7fdbdaa-aebc-474a-8c77-880c28c004a9,1761031910,1761031916,6,./.tests/optimization_example --int_param='-14' --float_param='-82.91137132629765460479' --choice_param='2' --int_param_two='-31' --nr_results=2,0,,runnervmnfq8z,-14,-31,-82.911371326297654604786657728255,2,1_0,COMPLETED,UNIFORM,1.538592204758060022484755791083,2.419780076106210042752309163916,-14,-82.911371326297654604786657728255,-31,2
========================================================================
Current git-hash: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (last fully tested stable version 2 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:31:36] 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: 4944a4bf-e8e2-420b-acaa-07fe138704e7
_________________________________________________
/ \
| OmniOpt2 - Inception-level optimization: going de |
| eper with every layer. |
\ /
=================================================
\
\
\
\
__---__
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.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
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/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
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---___ XXX__/ XXXXXX \__ /
\- --__/ ___/\ XXXXXX / ___--/=
\-\ ___/ XXXXXX '--- XXXXXX
\-\/XXX\ XXXXXX /XXXXX
\XXXXXXXXX \ /XXXXX/
\XXXXXX > _/XXXXX/
\XXXXX--__/ __-- XXXX/
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""VXXXXXXXXXXXXXXXXXXV""
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_UNIFORM --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 20 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --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 --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=UNIFORM --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=4 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then UNIFORM 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=2
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 0 │ -96 │ -87.7365355938673 │ -86 │ 8 │ 1.2053263749 │ 2.4027207164 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-21 07:31:37 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, Started OmniOpt2 run...
2025-10-21 07:31:38 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:31:38 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 07:31:38 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, eval #1/1 start
2025-10-21 07:31:38 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, starting new job
2025-10-21 07:31:38 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, started new job
2025-10-21 07:31:47 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, new result: 1.2053263749267
2025-10-21 07:31:48 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 07:31:48 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 07:31:48 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, requested 1 jobs, got 1, 0.06 s/job
2025-10-21 07:31:48 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, eval #1/1 start
2025-10-21 07:31:48 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, starting new job
2025-10-21 07:31:48 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, started new job
2025-10-21 07:31:56 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 1 done, new result: 1.53859220475806
2025-10-21 07:31:59 (f7fdbdaa-aebc-474a-8c77-880c28c004a9): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761031897,754.14453125,25.0
