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
0,1761033891,2,99f614f7-4ce2-476e-89ad-9339724b27ce,1761033893,1761033899,6,./.tests/optimization_example --int_param='-7' --float_param='-64.32045757770538330078' --choice_param='2' --int_param_two='-84' --nr_results=2,0,,runnervmwhb2z,-7,-84,-64.320457577705369089926534797996,2,0_0,COMPLETED,SOBOL,1.207461263099999904113701632014,2.241510380399999835532298675389,-7,-64.32045757770538330078125,-84,2
1,1761033903,2,99f614f7-4ce2-476e-89ad-9339724b27ce,1761033905,1761033911,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='1' --int_param_two='10' --nr_results=2,0,,runnervmwhb2z,-100,10,10,1,1_0,COMPLETED,BOTORCH_MODULAR,1.546638163578790026164710980083,2.004636944362089945315119621227,-100,10,10,1
========================================================================
Current git-hash: 92cf40fe87120c8d418b1477cfad43a49740618b (last fully tested stable version 5 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:04:49] 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: e9615a1b-b610-48db-bf2f-8f228ac8c66b
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the extreme spo |
| rt of machine learning! |
\ /
=================================================
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(_Y_.) ' ._ ) `._` ; `` -. .-'
_.. `--'_..-_/ /--' _ .' ,4
( i l ),-'' ( l i),' ( ( ! .-'
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_Cont_X_trans --transforms=Cont_X_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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_Cont_X_trans&run_nr=7 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
โโโโโโโโโโโโโโโโโณโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโณโโโโโโโโโโโโโ
โ Name โ Type โ Lower bound โ Upper bound โ Values โ Type โ Log Scale? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ int_param โ range โ -100 โ 10 โ โ int โ No โ
โ float_param โ range โ -100 โ 10 โ โ float โ No โ
โ choice_param โ choice โ โ โ 1, 2, 4, 8, 16, hallo โ โ โ
โ int_param_two โ range โ -100 โ 10 โ โ int โ No โ
โโโโโโโโโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโดโโโโโโโโโโโโโ
Result-Names
โโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Result-Name โ Min or max? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ RESULT1 โ min โ
โ RESULT2 โ min โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
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:
โโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโ
โ trial_index โ int_param โ float_param โ int_param_two โ choice_param โ RESULT1 โ RESULT2 โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 0 โ -7 โ -64.32045757770538 โ -84 โ 2 โ 1.2074612631 โ 2.2415103804 โ
โโโโโโโโโโโโโโโผโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโผโโโโโโโโโโโโโโโโโโโค
โ 1 โ -100 โ 10 โ 10 โ 1 โ 1.54663816357879 โ 2.00463694436209 โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโ
Failed Jobs parameters
โโโโโโโโโโณโโโโโโโโโณโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ param1 โ param2 โ param3 โ error_description โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ value1 โ value2 โ value3 โ Some error occurred during execution (this is not a real error!). โ
โโโโโโโโโโดโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
Not printing sixel graphics in CI
Not printing sixel graphics in CI
Runtime Infos
โโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Number of evaluations โ Min time โ Max time โ Average time โ Median time โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 2 โ 6.00 sec โ 6.00 sec โ 6.00 sec โ 6.00 sec โ
โโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
Model generation times
โโโโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Iteration โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.048 โ 1 โ 0.048 โ
โ 2 โ 0.784 โ 1 โ 0.784 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.416 โ โ โ
โ Median โ 0.416 โ โ โ
โ Total โ 0.832 โ โ โ
โ Max โ 0.784 โ โ โ
โ Min โ 0.048 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.227 โ 1 โ 0.227 โ
โ 2 โ 0.119 โ 1 โ 0.119 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.173 โ โ โ
โ Median โ 0.173 โ โ โ
โ Total โ 0.346 โ โ โ
โ Max โ 0.227 โ โ โ
โ Min โ 0.119 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
2025-10-21 08:04:51 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, Started OmniOpt2 run...
2025-10-21 08:04:51 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:04:51 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, requested 1 jobs, got 1, 0.05 s/job
2025-10-21 08:04:51 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, eval #1/1 start
2025-10-21 08:04:51 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, starting new job
2025-10-21 08:04:51 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, started new job
2025-10-21 08:05:00 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, new result: 1.20746126312679
2025-10-21 08:05:02 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:05:03 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:05:03 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, requested 1 jobs, got 1, 0.78 s/job
2025-10-21 08:05:03 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:05:03 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, starting new job
2025-10-21 08:05:03 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, started new job
2025-10-21 08:05:12 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 1 done, new result: 1.54663816357879
2025-10-21 08:05:15 (99f614f7-4ce2-476e-89ad-9339724b27ce): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761033891,778.953125,25.4