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
0,1761035633,2,5eae3589-a6b7-4566-b287-f4166a82e8ef,1761035635,1761035641,6,./.tests/optimization_example --int_param='-62' --float_param='-79.82083290815353393555' --choice_param='4' --int_param_two='-77' --nr_results=2,0,,runnervmnfq8z,-62,-77,-79.820832908153533935546875,4,0_0,COMPLETED,SOBOL,1.285200178500000012249415703991,2.08205761960000002019910425588,-62,-79.820832908153533935546875,-77,4
1,1761035644,2,5eae3589-a6b7-4566-b287-f4166a82e8ef,1761035646,1761035652,6,./.tests/optimization_example --int_param='-6' --float_param='10' --choice_param='2' --int_param_two='8' --nr_results=2,0,,runnervmnfq8z,-6,8,10,2,1_0,COMPLETED,BOTORCH_MODULAR,1.820983799713759898608600451553,2.196078335723969932047339170822,-6,10,8,2
========================================================================
Current git-hash: 3bc86dcb6d9e1e752cf34d003103a8f1015b5b05 (last fully tested stable version 6 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:33:52] 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: e64145fd-a88a-4b07-92ad-b393dbf8e55b
_________________________________________________
/ \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective. |
\ /
=================================================
\
\
\
.--.
|o_o |
|:_/ |
// \ \
(| | )
/'\_ _/`\
\___)=(___/
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=8 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:
โโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโ
โ trial_index โ int_param โ float_param โ int_param_two โ choice_param โ RESULT1 โ RESULT2 โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 0 โ -62 โ -79.82083290815353 โ -77 โ 4 โ 1.2852001785 โ 2.0820576196 โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโ
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 0.029 โ 1 โ 0.029 โ
โ 2 โ 0.573 โ 1 โ 0.573 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.301 โ โ โ
โ Median โ 0.301 โ โ โ
โ Total โ 0.603 โ โ โ
โ Max โ 0.573 โ โ โ
โ Min โ 0.029 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.097 โ 1 โ 0.097 โ
โ 2 โ 0.088 โ 1 โ 0.088 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.093 โ โ โ
โ Median โ 0.093 โ โ โ
โ Total โ 0.186 โ โ โ
โ Max โ 0.097 โ โ โ
โ Min โ 0.088 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
2025-10-21 08:33:53 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, Started OmniOpt2 run...
2025-10-21 08:33:53 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:33:53 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:33:53 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, eval #1/1 start
2025-10-21 08:33:53 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, starting new job
2025-10-21 08:33:53 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, started new job
2025-10-21 08:34:02 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, new result: 1.28520017846404
2025-10-21 08:34:03 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:34:04 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:34:04 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, requested 1 jobs, got 1, 0.57 s/job
2025-10-21 08:34:04 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:34:04 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, starting new job
2025-10-21 08:34:04 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, started new job
2025-10-21 08:34:13 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 1 done, new result: 1.82098379971376
2025-10-21 08:34:16 (5eae3589-a6b7-4566-b287-f4166a82e8ef): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761035633,754.00390625,25.1