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,RESULT,int_param,float_param,int_param_two,choice_param
0,1761046471,2,de837955-2714-4e8d-ba7e-eb3c50398474,1761046473,1761046479,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='4' --int_param_two='-100' --nr_results=1,0,,runnervmnfq8z,-100,-100,10,4,0_0,COMPLETED,SOBOL,-220107.720000000001164153218269348145,-100,10,-100,4
1,1761046485,2,de837955-2714-4e8d-ba7e-eb3c50398474,1761046487,1761046493,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='16' --int_param_two='10' --nr_results=1,0,,runnervmnfq8z,10,10,-100,16,1_0,COMPLETED,BOTORCH_MODULAR,-112405.320000000006984919309616088867,10,-100,10,16
========================================================================
Current git-hash: c3546d63a689a45925682d4a9ddd9bc196dc9699 (last fully tested stable version 2 commits ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:34:29] 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: ee53df8c-61d2-414a-9745-261185d3340f
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| OmniOpt2 - In pursuit of the ultimate accuracy! |
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___gridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --gridsearch --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___gridsearch/0
Gridsearch only really works when you chose the FACTORIAL model.
Gridsearch only really works when you chose the FACTORIAL model.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___gridsearch&run_nr=18 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=1
Experiment parameters
โโโโโโโโโโโโโโโโโณโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโ
โ Name โ Type โ Values โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ int_param โ choice โ -100, 10 โ
โ float_param โ choice โ -100, 10 โ
โ choice_param โ choice โ 1, 2, 4, 8, 16, hallo โ
โ int_param_two โ choice โ -100, 10 โ
โโโโโโโโโโโโโโโโโดโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโ
Result-Names
โโโโโโโโโโโโโโโณโโโโโโโโโโโโโโ
โ Result-Name โ Min or max? โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ RESULT โ min โ
โโโโโโโโโโโโโโโดโโโโโโโโโโโโโโ
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
Best RESULT, min (total: 2)
โโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโโโโโโโโณโโโโโโโโโโโโณโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโโณโโโโโโโโโโโโโโโณโโโโโโโโโโโโโ
โ OO_Info_int_param โ OO_Info_int_param_two โ OO_Info_float_param โ OO_Info_choice_param โ int_param โ float_param โ int_param_two โ choice_param โ RESULT โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ -100 โ -100 โ 10 โ 4 โ -100 โ 10 โ -100 โ 4 โ -220107.72 โ
โโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโโโโโโโโดโโโโโโโโโโโโดโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโโดโโโโโโโโโโโโโโโดโโโโโโโโโโโโโ
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 0.013 โ 1 โ 0.013 โ
โ 2 โ 2.257 โ 1 โ 2.257 โ
โโโโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 1.135 โ โ โ
โ Median โ 1.135 โ โ โ
โ Total โ 2.270 โ โ โ
โ Max โ 2.257 โ โ โ
โ Min โ 0.013 โ โ โ
โโโโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
Job submission durations
โโโโโโโโโโโณโโโโโโโโโโณโโโโโโโณโโโโโโโโโโโโโโโ
โ Batch โ Seconds โ Jobs โ Time per job โ
โกโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโฉ
โ 1 โ 0.096 โ 1 โ 0.096 โ
โ 2 โ 0.065 โ 1 โ 0.065 โ
โโโโโโโโโโโผโโโโโโโโโโผโโโโโโโผโโโโโโโโโโโโโโโค
โ Average โ 0.081 โ โ โ
โ Median โ 0.081 โ โ โ
โ Total โ 0.162 โ โ โ
โ Max โ 0.096 โ โ โ
โ Min โ 0.065 โ โ โ
โโโโโโโโโโโดโโโโโโโโโโดโโโโโโโดโโโโโโโโโโโโโโโ
2025-10-21 11:34:31 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, Started OmniOpt2 run...
2025-10-21 11:34:31 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:34:31 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 11:34:31 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, eval #1/1 start
2025-10-21 11:34:31 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, starting new job
2025-10-21 11:34:31 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, started new job
2025-10-21 11:34:40 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, new result: -220107.72
2025-10-21 11:34:43 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, finishing jobs, finished 1 job
2025-10-21 11:34:45 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, getting new HP set (no sbatch)
2025-10-21 11:34:45 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, requested 1 jobs, got 1, 2.26 s/job
2025-10-21 11:34:45 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, eval #1/1 start
2025-10-21 11:34:45 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, starting new job
2025-10-21 11:34:45 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, started new job
2025-10-21 11:34:54 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, new result: -112405.32
2025-10-21 11:34:56 (de837955-2714-4e8d-ba7e-eb3c50398474): SOBOL, best RESULT: -220107.72, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761046471,753.0859375,23.7