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,choice_param,int_param_two
0,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-165075.507301770005142316222190856934,-85,-34.3733251094818115234375,1,-78
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-93570.932545814503100700676441192627,-7,-90.688877381759738227628986351192,2,9
2,,,,,,,,,,,,,,,2_0,COMPLETED,SOBOL,-100004.988976061998982913792133331299,-94,9.06040608882904052734375,16,6
3,,,,,,,,,,,,,,,3_0,COMPLETED,BOTORCH_MODULAR,-268218.854221689980477094650268554688,-75,-94.244513310152143503728439100087,hallo,-98
4,1766941645,2,c2c7d031-4b58-472e-ad8e-ce0326e94877,1766941647,1766941653,6,./.tests/optimization_example --int_param='-48' --float_param='-79.83743476256012172598' --choice_param='hallo' --int_param_two='-96' --nr_results=1,0,,runnervmdwttx,-48,-96,-79.837434762560121725982753559947,hallo,4_0,COMPLETED,BOTORCH_MODULAR,-201675.623370916000567376613616943359,-48,-79.837434762560121725982753559947,hallo,-96
5,1766941657,2,c2c7d031-4b58-472e-ad8e-ce0326e94877,1766941659,1766941665,6,./.tests/optimization_example --int_param='-94' --float_param='-100' --choice_param='hallo' --int_param_two='-100' --nr_results=1,0,,runnervmdwttx,-94,-100,-100,hallo,5_0,COMPLETED,BOTORCH_MODULAR,-318160.520000000018626451492309570312,-94,-100,hallo,-100
========================================================================
Current git-hash: c53538d72fd964f91794defe73be612acdc56009 (last fully tested stable version 7 commits ago [15163add0bec0ec64b3085211fe86ce262805e32, 9198])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 17:07:21] 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: 7094c905-5622-4481-a819-6037c3e0a438
_________________________________________________
/ \
| OmniOpt2 - Cracking the code of perfect parameter |
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\ /
=================================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=adding_old_jobs_to_new_jobs --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --load_data_from_existing_jobs runs/adding_old_jobs_to_new_jobs//0 runs/adding_old_jobs_to_new_jobs//1
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/adding_old_jobs_to_new_jobs/2
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=adding_old_jobs_to_new_jobs&run_nr=787 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
┏━━━━━━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━┳━━━━━━━━━━━━┓
┃ 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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT │ min │
└─────────────┴─────────────┘
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/0/results.csv
Inserted 2 jobs from runs/adding_old_jobs_to_new_jobs/1/results.csv
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Best RESULT, min (total: 2 + inserted jobs: 4)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ choice_param ┃ int_param_two ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -94.0 │ -100.0 │ -100.0 │ hallo │ -94 │ -100.0 │ hallo │ -100 │ -318160.52 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴──────────────┴───────────────┴────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-12-28 17:07:24 (c2c7d031-4b58-472e-ad8e-ce0326e94877): SOBOL, best RESULT: -268218.85422169, Started OmniOpt2 run...
2025-12-28 17:07:25 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, getting new HP set (no sbatch)
2025-12-28 17:07:25 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, requested 1 jobs, got 1, 0.67 s/job
2025-12-28 17:07:25 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, eval #1/1 start
2025-12-28 17:07:25 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, starting new job
2025-12-28 17:07:25 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, started new job
2025-12-28 17:07:34 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, new result: RESULT: -201675.623371
2025-12-28 17:07:36 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, finishing jobs, finished 1 job
2025-12-28 17:07:37 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, getting new HP set (no sbatch)
2025-12-28 17:07:37 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, requested 1 jobs, got 1, 0.72 s/job
2025-12-28 17:07:37 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, eval #1/1 start
2025-12-28 17:07:37 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, starting new job
2025-12-28 17:07:37 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, started new job
2025-12-28 17:07:46 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -268218.85422169, new result: RESULT: -318160.520000
2025-12-28 17:07:48 (c2c7d031-4b58-472e-ad8e-ce0326e94877): BOTORCH_MODULAR, best RESULT: -318160.52, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1766941641,756.71875,28.5
