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
0,1761110912,2,b8b0e65e-9bb4-454d-8d6b-6c56d0665060,1761110914,1761110920,6,./.tests/optimization_example --int_param='-74' --float_param='-8.810787200927734375' --choice_param='8' --int_param_two='-48' --nr_results=2,0,,runnervmwhb2z,-74,-48,-8.810787200927734375,8,0_0,COMPLETED,SOBOL,1.776473118100000192498555406928,2.166440527299999807553376740543,-74,-8.810787200927734375,-48,8
1,1761110923,2,b8b0e65e-9bb4-454d-8d6b-6c56d0665060,1761110925,1761110931,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='hallo' --int_param_two='10' --nr_results=2,0,,runnervmwhb2z,10,10,-100,hallo,1_0,COMPLETED,BOTORCH_MODULAR,1.217407834556980095186418111552,2.157363745474380145594750501914,10,-100,10,hallo
========================================================================
Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 8 commits ago [14ee37b26eb555b65ac9a3558f641611a22bc601, 8702])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 05:28:29] 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: 0f56bd8c-0ab8-4de5-bd8f-f3354886c1d3
_________________________________________________
/ \
| OmniOpt2 - Channeling my inner Gandalf: ‘You shal |
| l not pass... without fine-tuning!’ |
\ /
=================================================
\
\
^__^
(oo)\_______
(__)\ )\/\
||----w |
|| ||
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_Cont_X_trans_Y_trans --transforms=Cont_X_trans_Y_trans --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0y --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TRANSFORMS_Cont_X_trans_Y_trans/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_Cont_X_trans_Y_trans&run_nr=23 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ 10 │ -100 │ 10 │ hallo │ 1.21740783455698 │ 2.15736374547438 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.015 │ 1 │ 0.015 │
│ 2 │ 0.942 │ 1 │ 0.942 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.479 │ │ │
│ Median │ 0.479 │ │ │
│ Total │ 0.957 │ │ │
│ Max │ 0.942 │ │ │
│ Min │ 0.015 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.221 │ 1 │ 0.221 │
│ 2 │ 0.108 │ 1 │ 0.108 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.165 │ │ │
│ Median │ 0.165 │ │ │
│ Total │ 0.329 │ │ │
│ Max │ 0.221 │ │ │
│ Min │ 0.108 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 05:28:32 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, Started OmniOpt2 run...
2025-10-22 05:28:32 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, getting new HP set (no sbatch)
2025-10-22 05:28:32 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-22 05:28:32 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, eval #1/1 start
2025-10-22 05:28:32 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, starting new job
2025-10-22 05:28:32 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, started new job
2025-10-22 05:28:41 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, new result: 1.77647311806595
2025-10-22 05:28:42 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-22 05:28:43 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-22 05:28:43 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, requested 1 jobs, got 1, 0.94 s/job
2025-10-22 05:28:43 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, eval #1/1 start
2025-10-22 05:28:43 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, starting new job
2025-10-22 05:28:43 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, started new job
2025-10-22 05:28:53 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 1 done, new result: 1.21740783455698
2025-10-22 05:28:56 (b8b0e65e-9bb4-454d-8d6b-6c56d0665060): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761110911,778.15234375,24.6
