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
0,1764253401,2,6eaeef0c-78de-4597-a3c5-603d3237806b,1764253403,1764253409,6,./.tests/optimization_example --int_param='-69' --float_param='-22.00739145278930664062' --choice_param='8' --int_param_two='-1' --nr_results=2,0,,runnervmfxdz0,-69,-1,-22.007391452789303087911321199499,8,0_0,COMPLETED,SOBOL,1.255220717600000090996559265477,2.693220277400000028933391149621,-69,-22.007391452789306640625,-1,8
1,1764253473,2,6eaeef0c-78de-4597-a3c5-603d3237806b,1764253475,1764253481,6,./.tests/optimization_example --int_param='10' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=2,0,,runnervmfxdz0,10,-100,-100,hallo,1_0,COMPLETED,SAASBO,1.314720918498099910820542390866,2.599582797239659903709707577946,10,-100,-100,hallo
========================================================================
Current git-hash: 359c0bec91c129ab01eb6a0644e046b6ae817f02 (last fully tested stable version 1 commit ago [149338e20c0f6b4e7b249fcb8ee3d494e899b2b1, 9123])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-27 14:23:14] 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: 037ed86b-45ed-49b6-b57a-68a70ea3ad5a
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| |__| | | | | | | | | | | |__| | |_) | |_ / /_
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_SAASBO --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --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 --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=SAASBO --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_SAASBO&run_nr=264 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then SAASBO 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 │ -69 │ -22.007391452789307 │ -1 │ 8 │ 1.2552207176 │ 2.6932202774 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼─────────────────┼──────────────────┤
│ 1 │ 10 │ -100 │ -100 │ hallo │ 1.3147209184981 │ 2.59958279723966 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴─────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-27 14:23:21 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, Started OmniOpt2 run...
2025-11-27 14:23:21 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, getting new HP set (no sbatch)
2025-11-27 14:23:21 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-11-27 14:23:21 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, eval #1/1 start
2025-11-27 14:23:21 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, starting new job
2025-11-27 14:23:21 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, started new job
2025-11-27 14:23:30 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, new result: RESULT1: 1.255221, RESULT2: 2.693220
2025-11-27 14:23:33 (6eaeef0c-78de-4597-a3c5-603d3237806b): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-27 14:24:33 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 1 done, getting new HP set (no sbatch)
2025-11-27 14:24:33 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 1 done, requested 1 jobs, got 1, 60.84 s/job
2025-11-27 14:24:33 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 1 done, eval #1/1 start
2025-11-27 14:24:33 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 1 done, starting new job
2025-11-27 14:24:34 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 1 done, started new job
2025-11-27 14:24:43 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 1 done, new result: RESULT1: 1.314721, RESULT2: 2.599583
2025-11-27 14:24:47 (6eaeef0c-78de-4597-a3c5-603d3237806b): SAASBO, 2 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1764253394,756.23828125,28.7
1764253473,855.7265625,21.9
