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
0,1766933124,2,53404870-725e-4412-8e72-8321861df221,1766933126,1766933132,6,./.tests/optimization_example --int_param='-99' --float_param='-34.93927001953125' --choice_param='1' --int_param_two='-10',0,,runnervmh13bl,-99,-10,-34.93927001953125,1,0_0,COMPLETED,SOBOL,-126806.772896929993294179439544677734,-99,-34.93927001953125,-10,1
1,1766933135,1,53404870-725e-4412-8e72-8321861df221,1766933136,1766933142,6,./.tests/optimization_example --int_param='4' --float_param='-64.99945394694805145264' --choice_param='hallo' --int_param_two='-79',0,,runnervmh13bl,4,-79,-64.99945394694805145263671875,hallo,1_0,COMPLETED,SOBOL,-119250.555528708995552733540534973145,4,-64.99945394694805145263671875,-79,hallo
========================================================================
Current git-hash: aff3754879666970bb5ac65f0492348de2ba3f04 (last fully tested stable version 7 commits ago [615815d7faceb30fd81f992ecff2c39b1a8872ef, 9176])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 14:45:20] 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: d2a919df-fa2f-4ef1-bdfa-fce07a0f691c
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase. |
\ /
=================================================
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/.-~
omniopt --config_json=.tests/example_config_cpu.json --follow
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__/2
You have less --max_eval 2 than --num_random_steps 20. Switched both.
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__&run_nr=641 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 2 steps.
Run-Program: ./.tests/optimization_example --int_param='%(int_param)' --float_param='%(float_param)' --choice_param='%(choice_param)' --int_param_two='%(int_param_two)'
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 │
└─────────────┴─────────────┘
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)
┏━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ OO_Info_int_param ┃ OO_Info_int_param_two ┃ OO_Info_float_param ┃ OO_Info_choice_param ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -99 │ -10 │ -34.93927001953125 │ 1 │ -99 │ -34.93927001953125 │ -10 │ 1 │ -126806.77289693 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┘
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 14:45:24 (53404870-725e-4412-8e72-8321861df221): SOBOL, Started OmniOpt2 run...
2025-12-28 14:45:24 (53404870-725e-4412-8e72-8321861df221): SOBOL, getting new HP set (no sbatch)
2025-12-28 14:45:24 (53404870-725e-4412-8e72-8321861df221): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-12-28 14:45:24 (53404870-725e-4412-8e72-8321861df221): SOBOL, eval #1/1 start
2025-12-28 14:45:24 (53404870-725e-4412-8e72-8321861df221): SOBOL, starting new job
2025-12-28 14:45:24 (53404870-725e-4412-8e72-8321861df221): SOBOL, started new job
2025-12-28 14:45:33 (53404870-725e-4412-8e72-8321861df221): SOBOL, new result: RESULT: -126806.772897
2025-12-28 14:45:34 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, finishing jobs, finished 1 job
2025-12-28 14:45:35 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, getting new HP set (no sbatch)
2025-12-28 14:45:35 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, requested 1 jobs, got 1, 0.08 s/job
2025-12-28 14:45:35 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, eval #1/1 start
2025-12-28 14:45:35 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, starting new job
2025-12-28 14:45:35 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, started new job
2025-12-28 14:45:44 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, new result: RESULT: -119250.555529
2025-12-28 14:45:45 (53404870-725e-4412-8e72-8321861df221): SOBOL, best RESULT: -126806.77289693, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1766933121,782.5703125,27
