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
0,1767502419,3,e9ae566d-6807-49f3-ba75-343b51c47e91,1767502422,1767502428,6,./.tests/optimization_example --int_param='-94' --float_param='-70.24869084358215332031' --choice_param='hallo' --int_param_two='-46' --nr_results=2,0,,runnervmh13bl,-94,-46,-70.2486908435821533203125,hallo,0_0,COMPLETED,SOBOL,1.53461434020000009326167855761,2.878294847100000275474940281129,-94,-70.2486908435821533203125,-46,hallo
1,1767502431,2,e9ae566d-6807-49f3-ba75-343b51c47e91,1767502433,1767502439,6,./.tests/optimization_example --int_param='8' --float_param='6.24890942423258799465' --choice_param='16' --int_param_two='7' --nr_results=2,0,,runnervmh13bl,8,7,6.24890942423258799465202173451,16,1_0,COMPLETED,BO_MIXED,1.567440432104379999245225008053,2.132909394658299984115501501947,8,6.24890942423258799465202173451,7,16
========================================================================
Current git-hash: 941829b5ef8c208e9de98b3eb85bb46f0d23e169 (version: 9213)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 01-04 04:53:35] 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: aff6b07d-0d0e-436e-9ae0-00d7c3adb81d
_________________________________________________
/ \
| OmniOpt2 - Inception-level optimization: going de |
| eper with every layer. |
\ /
=================================================
\
\
\
\
/- _ `-/ '
(/\/ \ \ /\
/ / | ` \
O O ) / |
`-^--'`< '
(_.) _ ) /
`.___/` /
`-----' /
<----. __ / __ \
<----|====O)))==) \) /====
<----' `--' `.__,' \
| |
\ /
______( (_ / \______
,' ,-----' | \
`--{__________) \/
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BO_MIXED --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=BO_MIXED --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BO_MIXED&run_nr=514 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BO_MIXED 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 │ -94 │ -70.24869084358215 │ -46 │ hallo │ 1.5346143402 │ 2.8782948471000003 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│ 1 │ 8 │ 6.248909424232588 │ 7 │ 16 │ 1.56744043210438 │ 2.1329093946583 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴────────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-01-04 04:53:39 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, Started OmniOpt2 run...
2026-01-04 04:53:39 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, getting new HP set (no sbatch)
2026-01-04 04:53:39 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2026-01-04 04:53:39 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, eval #1/1 start
2026-01-04 04:53:39 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, starting new job
2026-01-04 04:53:40 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, started new job
2026-01-04 04:53:49 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, new result: RESULT1: 1.534614, RESULT2: 2.878295
2026-01-04 04:53:50 (e9ae566d-6807-49f3-ba75-343b51c47e91): SOBOL, 1 done, finishing jobs, finished 1 job
2026-01-04 04:53:51 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 1 done, getting new HP set (no sbatch)
2026-01-04 04:53:51 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 1 done, requested 1 jobs, got 1, 1.26 s/job
2026-01-04 04:53:51 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 1 done, eval #1/1 start
2026-01-04 04:53:51 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 1 done, starting new job
2026-01-04 04:53:51 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 1 done, started new job
2026-01-04 04:54:01 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 1 done, new result: RESULT1: 1.567440, RESULT2: 2.132909
2026-01-04 04:54:03 (e9ae566d-6807-49f3-ba75-343b51c47e91): BO_MIXED, 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
1767502417,784.43359375,27.1
