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
0,1762171741,2,9d8bcb04-e6ae-4aa0-befc-d9b388b25111,1762171743,1762171749,6,./.tests/optimization_example --int_param='-4' --float_param='-37.28348493576049804688' --choice_param='16' --int_param_two='0' --nr_results=2,0,,runnervmxu1zt,-4,0,-37.283484935760498046875,16,0_0,COMPLETED,SOBOL,1.243460360500000083661120697798,2.172515678099999902883610047866,-4,-37.283484935760498046875,0,16
1,1762171752,1,9d8bcb04-e6ae-4aa0-befc-d9b388b25111,1762171753,1762171759,6,./.tests/optimization_example --int_param='-14' --float_param='-33.81903890935117829031' --choice_param='1' --int_param_two='-97' --nr_results=2,0,,runnervmxu1zt,-14,-97,-33.819038909351178290307871066034,1,1_0,COMPLETED,UNIFORM,1.005161164169299903292653652898,2.628709793181290166330654756166,-14,-33.819038909351178290307871066034,-97,1
========================================================================
Current git-hash: d4b347d0143cfe361305b4af605a7649277b523e (last fully tested stable version 2 commits ago [77cf89fedeb2e74949f6802653d1a5eb818b0de8, 9037])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 12:08:58] 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: b0b77516-135b-4a83-ae3e-7cb89195fe3d
_________________________________________________
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| OmniOpt2 - Hyperparameter quest: It's dangerous t |
| o go alone, take this! |
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<----|====O)))==) \) /====
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`--{__________) \/
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_UNIFORM --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=UNIFORM --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_UNIFORM/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_UNIFORM&run_nr=26 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then UNIFORM 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 │ -4 │ -37.2834849357605 │ 0 │ 16 │ 1.2434603605 │ 2.1725156781 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼─────────────────┼──────────────────┤
│ 1 │ -14 │ -33.81903890935118 │ -97 │ 1 │ 1.0051611641693 │ 2.62870979318129 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴─────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-03 12:09:01 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, Started OmniOpt2 run...
2025-11-03 12:09:01 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, getting new HP set (no sbatch)
2025-11-03 12:09:01 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-03 12:09:01 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, eval #1/1 start
2025-11-03 12:09:01 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, starting new job
2025-11-03 12:09:01 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, started new job
2025-11-03 12:09:10 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, new result: RESULT1: 1.243460, RESULT2: 2.172516
2025-11-03 12:09:11 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-03 12:09:12 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 1 done, getting new HP set (no sbatch)
2025-11-03 12:09:12 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 1 done, requested 1 jobs, got 1, 0.05 s/job
2025-11-03 12:09:12 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 1 done, eval #1/1 start
2025-11-03 12:09:12 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 1 done, starting new job
2025-11-03 12:09:12 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 1 done, started new job
2025-11-03 12:09:21 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 1 done, new result: RESULT1: 1.005161, RESULT2: 2.628710
2025-11-03 12:09:24 (9d8bcb04-e6ae-4aa0-befc-d9b388b25111): UNIFORM, 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
1762171738,749.87109375,28.9
