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
0,1761108573,2,c768f210-6bae-463b-a072-3c05f45548fb,1761108575,1761108581,6,./.tests/optimization_example --int_param='-61' --float_param='-50.38740962743759155273' --choice_param='hallo' --int_param_two='-61' --nr_results=2,0,,runnervmnfq8z,-61,-61,-50.387409627437591552734375,hallo,0_0,COMPLETED,SOBOL,1.158721255399999927604426375183,2.631784642700000009796212907531,-61,-50.387409627437591552734375,-61,hallo
1,1761108585,2,c768f210-6bae-463b-a072-3c05f45548fb,1761108587,1761108593,6,./.tests/optimization_example --int_param='9' --float_param='1.60176807484164673845' --choice_param='2' --int_param_two='-5' --nr_results=2,0,,runnervmnfq8z,9,-5,1.601768074841646738448730502569,2,1_0,COMPLETED,BOTORCH_MODULAR,1.690651604513740080548700461804,2.935733259513169990384540142259,9,1.601768074841646738448730502569,-5,2
========================================================================
Current git-hash: 14ee37b26eb555b65ac9a3558f641611a22bc601 (last fully tested stable version 1 commit ago [c3546d63a689a45925682d4a9ddd9bc196dc9699, 8701])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 04:49:32] 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: a69b1431-4683-4fb9-8a2c-e730fc7ff649
_________________________________________________
/ \
| OmniOpt2 - This is not madness... this is hyperpa |
| rameter tuning! |
\ /
=================================================
\
\
^__^
(oo)\_______
(__)\ )\/\
||----w |
|| ||
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_no_transforms --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_no_transforms/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_no_transforms&run_nr=20 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 │ -61 │ -50.38740962743759 │ -61 │ hallo │ 1.1587212554 │ 2.6317846427 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │ 0.012 │ 1 │ 0.012 │
│ 2 │ 0.824 │ 1 │ 0.824 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.418 │ │ │
│ Median │ 0.418 │ │ │
│ Total │ 0.836 │ │ │
│ Max │ 0.824 │ │ │
│ Min │ 0.012 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.097 │ 1 │ 0.097 │
│ 2 │ 0.089 │ 1 │ 0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.093 │ │ │
│ Median │ 0.093 │ │ │
│ Total │ 0.186 │ │ │
│ Max │ 0.097 │ │ │
│ Min │ 0.089 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 04:49:33 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, Started OmniOpt2 run...
2025-10-22 04:49:33 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, getting new HP set (no sbatch)
2025-10-22 04:49:33 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 04:49:33 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, eval #1/1 start
2025-10-22 04:49:33 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, starting new job
2025-10-22 04:49:33 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, started new job
2025-10-22 04:49:42 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, new result: 1.15872125544502
2025-10-22 04:49:44 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-22 04:49:45 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-22 04:49:45 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, requested 1 jobs, got 1, 0.82 s/job
2025-10-22 04:49:45 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, eval #1/1 start
2025-10-22 04:49:45 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, starting new job
2025-10-22 04:49:45 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, started new job
2025-10-22 04:49:54 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 1 done, new result: 1.69065160451374
2025-10-22 04:49:57 (c768f210-6bae-463b-a072-3c05f45548fb): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761108573,753.1328125,24.6
