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
0,1762283090,2,980fe185-19d8-47ac-a2b0-fcffcbf1f831,1762283092,1762283098,6,./.tests/optimization_example --int_param='-85' --float_param='-26.99313938617706298828' --choice_param='1' --int_param_two='-72' --nr_results=2,0,,runnervmf2e7y,-85,-72,-26.99313938617706298828125,1,0_0,COMPLETED,SOBOL,1.203040072799999915531543592806,2.148164264200000062032813730184,-85,-26.99313938617706298828125,-72,1
1,1762283103,2,980fe185-19d8-47ac-a2b0-fcffcbf1f831,1762283105,1762283111,6,./.tests/optimization_example --int_param='-5' --float_param='-98.49497288076864265349' --choice_param='hallo' --int_param_two='-3' --nr_results=2,0,,runnervmf2e7y,-5,-3,-98.494972880768642653492861427367,hallo,1_0,COMPLETED,BOTORCH_MODULAR,1.472032795733869914300839809584,2.102428589339500053512210797635,-5,-98.494972880768642653492861427367,-3,hallo
========================================================================
Current git-hash: 7a7a36b0d71c0f21242cd3e193c84e6375482517 (version: 9069)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 19:04:45] 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: f3fcfe71-1406-4537-bd63-526ec7b07bed
_________________________________________________
/ \
| OmniOpt2 - Optimizing like Schrödinger’s cat—unti |
| l you look, it's both perfect and terrible. |
\ /
=================================================
\
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\
__---__
_- /--______
__--( / \ )XXXXXXXXXXX\v.
.-XXX( O O )XXXXXXXXXXXXXXX-
/XXX( U ) XXXXXXX\
/XXXXX( )--_ XXXXXXXXXXX\
/XXXXX/ ( O ) XXXXXX \XXXXX\
XXXXX/ / XXXXXX \__ \XXXXX
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---___ XXX__/ XXXXXX \__ /
\- --__/ ___/\ XXXXXX / ___--/=
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\-\/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_BOTORCH_MODULAR --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --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=BOTORCH_MODULAR --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=150 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=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 │ -85 │ -26.993139386177063 │ -72 │ 1 │ 1.2030400728 │ 2.1481642642 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼─────────────────┤
│ 1 │ -5 │ -98.49497288076864 │ -3 │ hallo │ 1.47203279573387 │ 2.1024285893395 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴─────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 19:04:50 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, Started OmniOpt2 run...
2025-11-04 19:04:50 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, getting new HP set (no sbatch)
2025-11-04 19:04:50 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 19:04:50 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, eval #1/1 start
2025-11-04 19:04:50 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, starting new job
2025-11-04 19:04:50 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, started new job
2025-11-04 19:04:59 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, new result: RESULT1: 1.203040, RESULT2: 2.148164
2025-11-04 19:05:02 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-04 19:05:03 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2025-11-04 19:05:03 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.86 s/job
2025-11-04 19:05:03 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 1 done, eval #1/1 start
2025-11-04 19:05:03 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 1 done, starting new job
2025-11-04 19:05:03 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 1 done, started new job
2025-11-04 19:05:12 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.472033, RESULT2: 2.102429
2025-11-04 19:05:16 (980fe185-19d8-47ac-a2b0-fcffcbf1f831): BOTORCH_MODULAR, 2 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762283086,776.28515625,27.1
