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
0,1778067928,2,21f2c12e-64b9-41ca-8385-44fb6e9f144b,1778067930,1778067936,6,./.tests/optimization_example --int_param='-30' --float_param='-69.45088803768157958984' --choice_param='hallo' --int_param_two='-28' --nr_results=2,0,,runnervmrc6n4,-30,-28,-69.45088803768157958984375,hallo,0_0,COMPLETED,SOBOL,1.416337485999999978858454596775,2.640409002900000245972478296608,-30,-69.45088803768157958984375,-28,hallo
1,1778068002,1,21f2c12e-64b9-41ca-8385-44fb6e9f144b,1778068003,1778068010,7,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmrc6n4,-100,-100,10,1,1_0,COMPLETED,SAASBO,1.64769081476060996749311016174,2.112270477318329842120192552102,-100,10,-100,1
========================================================================
Current git-hash: 2beafd4eb7ceada8d47cd0d837df6a623415e22f (last fully tested stable version 1 commit ago [6efe9b5645abb6a4e0471dd42a96833aed7eb7e7, 9293])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 05-06 11:45:25] 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: e4b43c85-256f-4e0e-946c-2f5fa3930b46
_________________________________________________
/ \
| OmniOpt2 - Cracking the code of perfect parameter |
| s! |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_SAASBO --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=SAASBO --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_SAASBO&run_nr=90 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then SAASBO 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 │ -30 │ -69.45088803768158 │ -28 │ hallo │ 1.416337486 │ 2.6404090029000002 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼────────────────────┤
│ 1 │ -100 │ 10 │ -100 │ 1 │ 1.64769081476061 │ 2.11227047731833 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴────────────────────┘
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 │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2026-05-06 11:45:28 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, Started OmniOpt2 run...
2026-05-06 11:45:28 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, getting new HP set (no sbatch)
2026-05-06 11:45:28 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2026-05-06 11:45:28 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, eval #1/1 start
2026-05-06 11:45:28 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, starting new job
2026-05-06 11:45:28 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, started new job
2026-05-06 11:45:37 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, new result: RESULT1: 1.416337, RESULT2: 2.640409
2026-05-06 11:45:38 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SOBOL, 1 done, finishing jobs, finished 1 job
2026-05-06 11:46:42 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 1 done, getting new HP set (no sbatch)
2026-05-06 11:46:42 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 1 done, requested 1 jobs, got 1, 63.75 s/job
2026-05-06 11:46:42 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 1 done, eval #1/1 start
2026-05-06 11:46:42 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 1 done, starting new job
2026-05-06 11:46:42 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 1 done, started new job
2026-05-06 11:46:51 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 1 done, new result: RESULT1: 1.647691, RESULT2: 2.112270
2026-05-06 11:46:53 (21f2c12e-64b9-41ca-8385-44fb6e9f144b): SAASBO, 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
1778067926,741.015625,28.7
1778068002,796.16015625,23.7
