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,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,1.01356897230000009280104222853,2.076335421200000030950150176068,-81,-78.6819112300872802734375,-80,4
1,,,,,,,,,,,,,,,1_0,COMPLETED,SAASBO,1.200937877199999892496862230473,2.144743570200000171155352290953,10,10,10,16
2,1762257851,2,1556c8b9-447c-42c5-b48f-edb2f7adcea9,1762257853,1762257859,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmxu1zt,-100,-100,-100,1,2_0,COMPLETED,SAASBO,1.321167390899999904974038145156,2.990902708200000148508479469456,-100,-100,-100,1
3,1762257936,2,1556c8b9-447c-42c5-b48f-edb2f7adcea9,1762257938,1762257944,6,./.tests/optimization_example --int_param='-40' --float_param='10' --choice_param='4' --int_param_two='10' --nr_results=2,0,,runnervmxu1zt,-40,10,10,4,3_0,COMPLETED,SAASBO,1.851483280611319948150139680365,2.546448701151769800077317995601,-40,10,10,4
========================================================================
Current git-hash: c435d1a9ce42054457d641147628d5b13ee0a872 (last fully tested stable version 1 commit ago [9ee07c539bf4aa1ec23f20d4e84a679cc03dbc6a, 9046])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 12:02:59] 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]`.
Using old run's --time: 60
Using old run's --gpus: 0
Using old run's --max_eval: 2
Run-UUID: b0a810f7-d727-4845-8d5d-9ce4a900bbd4
_________________________________________________
/ \
| OmniOpt2 - Like an alchemist searching for the Ph |
| ilosopher’s Stone. |
\ /
=================================================
\
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omniopt --continue runs/multi_results_2_results_SAASBO/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_SAASBO/1
Continuation from runs/multi_results_2_results_SAASBO/0
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=multi_results_2_results_SAASBO&run_nr=65 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SAASBO for 4 steps.
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 │ rangeparameter │ -100 │ 10 │ │ int │ No │
│ float_param │ rangeparameter │ -100 │ 10 │ │ float │ No │
│ choice_param │ choiceparameter │ │ │ 1, 2, 4, 8, 16, hallo │ │ │
│ int_param_two │ rangeparameter │ -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 │ -81 │ -78.68191123008728 │ -80 │ 4 │ 1.0135689723 │ 2.0763354212 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 12:03:03 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, Started OmniOpt2 run...
2025-11-04 12:04:11 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, getting new HP set (no sbatch)
2025-11-04 12:04:11 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, requested 1 jobs, got 1, 67.89 s/job
2025-11-04 12:04:11 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, eval #1/1 start
2025-11-04 12:04:11 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, starting new job
2025-11-04 12:04:11 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, started new job
2025-11-04 12:04:21 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, new result: RESULT1: 1.321167, RESULT2: 2.990903
2025-11-04 12:04:24 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, finishing jobs, finished 1 job
2025-11-04 12:05:36 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, getting new HP set (no sbatch)
2025-11-04 12:05:36 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, requested 1 jobs, got 1, 71.17 s/job
2025-11-04 12:05:36 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, eval #1/1 start
2025-11-04 12:05:36 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, starting new job
2025-11-04 12:05:36 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, started new job
2025-11-04 12:05:45 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 3 done, new result: RESULT1: 1.851483, RESULT2: 2.546449
2025-11-04 12:05:50 (1556c8b9-447c-42c5-b48f-edb2f7adcea9): SAASBO, 4 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
1762257780,752.59765625,28.8
1762257851,794.41796875,47.8
1762257936,804.52734375,43.5
