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
0,1761035797,2,45eedcfd-ddd2-4571-881c-5cc4af3ae7ed,1761035799,1761035805,6,./.tests/optimization_example --int_param='-64' --float_param='-90.58198265731334686279' --choice_param='8' --int_param_two='-50' --nr_results=2,0,,runnervmnfq8z,-64,-50,-90.58198265731334686279296875,8,0_0,COMPLETED,SOBOL,1.89597579660000015167042874964,2.709162111699999986313969202456,-64,-90.58198265731334686279296875,-50,8
1,1761035809,2,45eedcfd-ddd2-4571-881c-5cc4af3ae7ed,1761035811,1761035817,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmnfq8z,10,-100,10,hallo,1_0,COMPLETED,BOTORCH_MODULAR,1.017816850523560079366802710865,2.055180133178029944218678792822,10,10,-100,hallo
========================================================================
Current git-hash: 66ac2725ecc1eb717e503e919d1181624d20068b (last fully tested stable version 7 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:36:36] 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: 3637c79f-fa50-45d7-868e-55bde225e964
_______________________________________________
| OmniOpt2 - In pursuit of the ultimate accuracy! |
===============================================
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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=9 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:
โโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโ
โ trial_index โ int_param โ float_param โ int_param_two โ choice_param โ RESULT1 โ RESULT2 โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 10 โ 10 โ -100 โ hallo โ 1.01781685052356 โ 2.05518013317803 โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโ
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 0.589 โ 1 โ 0.589 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.309 โ โ โ
โ Median โ 0.309 โ โ โ
โ Total โ 0.618 โ โ โ
โ Max โ 0.589 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 0.095 โ 1 โ 0.095 โ
โ 2 โ 0.087 โ 1 โ 0.087 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.091 โ โ โ
โ Median โ 0.091 โ โ โ
โ Total โ 0.182 โ โ โ
โ Max โ 0.095 โ โ โ
โ Min โ 0.087 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
2025-10-21 08:36:37 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, Started OmniOpt2 run...
2025-10-21 08:36:37 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:36:37 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:36:37 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, eval #1/1 start
2025-10-21 08:36:37 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, starting new job
2025-10-21 08:36:38 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, started new job
2025-10-21 08:36:47 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, new result: 1.89597579657948
2025-10-21 08:36:48 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:36:49 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:36:49 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, requested 1 jobs, got 1, 0.59 s/job
2025-10-21 08:36:49 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:36:49 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, starting new job
2025-10-21 08:36:49 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, started new job
2025-10-21 08:36:58 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 1 done, new result: 1.01781685052356
2025-10-21 08:37:01 (45eedcfd-ddd2-4571-881c-5cc4af3ae7ed): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761035797,754.14453125,24.4