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,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.742726990099999984096257321653,2.819076190100000101068644653424,-34,-39.50155913829803466796875,-59,1
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.799563378900000065740982790885,2.703228033200000268720941676293,-88,-99.497117357353630495708785019815,7,2
2,1766940280,2,f042a35c-f6b0-45da-9273-12a3f0aa4b58,1766940282,1766940288,6,./.tests/optimization_example --int_param='-57' --float_param='-87.14047594516918593399' --choice_param='hallo' --int_param_two='-28' --nr_results=2,0,,runnervmh13bl,-57,-28,-87.140475945169185933991684578359,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.205055055699999932983246253571,2.376816545500000099622184279724,-57,-87.140475945169185933991684578359,-28,hallo
3,1766940294,2,f042a35c-f6b0-45da-9273-12a3f0aa4b58,1766940296,1766940302,6,./.tests/optimization_example --int_param='-14' --float_param='-100' --choice_param='hallo' --int_param_two='-7' --nr_results=2,0,,runnervmh13bl,-14,-7,-100,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.88082858089274007618030282174,2.55797588857556013053340393526,-14,-100,-7,hallo
========================================================================
Current git-hash: 9cf7afc9f7659177ae628758d3cc50076a2e8673 (last fully tested stable version 1 commit ago [1caf8cebfd6257e0c8784a73c3a511fe4c953f90, 9193])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 16:44:34] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: 1f099033-870d-4527-94d4-307e3860f87d
_________________________________________________
/ \
| OmniOpt2 - Machine, data, parameters – the holy t |
| rinity of truth. |
\ /
=================================================
\
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omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/0
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=455 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 4 steps.
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 │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 2 │ -57 │ -87.14047594516919 │ -28 │ hallo │ 1.2050550557 │ 2.3768165455 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 16:44:39 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-12-28 16:44:40 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-12-28 16:44:40 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, requested 1 jobs, got 1, 0.78 s/job
2025-12-28 16:44:40 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, eval #1/1 start
2025-12-28 16:44:40 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, starting new job
2025-12-28 16:44:40 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, started new job
2025-12-28 16:44:49 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, new result: RESULT1: 1.205055, RESULT2: 2.376817
2025-12-28 16:44:53 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-12-28 16:44:54 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-12-28 16:44:54 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.25 s/job
2025-12-28 16:44:54 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-12-28 16:44:54 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, starting new job
2025-12-28 16:44:54 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, started new job
2025-12-28 16:45:03 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.880829, RESULT2: 2.557976
2025-12-28 16:45:08 (f042a35c-f6b0-45da-9273-12a3f0aa4b58): BOTORCH_MODULAR, 4 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
1766940276,786.30859375,27.1
