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,1.891082142100000140771953738295,2.896630227400000201498642127262,-98,-93.7091867625713348388671875,-35,8
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,1.732696154500000140785687108291,2.098089044499999999970896169543,7,6.8124413676559925079345703125,-94,hallo
2,1762176598,2,48ccac3a-488e-48bf-9cb8-a6e21fddd558,1762176600,1762176606,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='-23' --nr_results=2,0,,runnervmxu1zt,10,-23,10,hallo,2_0,COMPLETED,BOTORCH_MODULAR,1.109141966899999998119596966717,2.872848996800000165308119903784,10,10,-23,hallo
3,1762176613,2,48ccac3a-488e-48bf-9cb8-a6e21fddd558,1762176615,1762176621,6,./.tests/optimization_example --int_param='10' --float_param='10' --choice_param='hallo' --int_param_two='-60' --nr_results=2,0,,runnervmxu1zt,10,-60,10,hallo,3_0,COMPLETED,BOTORCH_MODULAR,1.25193759317427000254951963143,2.969329976567200102266497196979,10,10,-60,hallo
========================================================================
Current git-hash: 3f5cdd50b5fda72ab3c7b20ed20aab824a3f8427 (last fully tested stable version 1 commit ago [ad3c4a024259e2dddd453b72bdb2d22633c3eada, 9040])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-03 13:29:53] 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: f712996c-7f3d-4df3-b078-109cdd4d75e8
_________________________________________________
/ \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective. |
\ /
=================================================
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omniopt --continue runs/multi_results_2_results_BOTORCH_MODULAR/0 --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/1
Continuation from runs/multi_results_2_results_BOTORCH_MODULAR/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_BOTORCH_MODULAR&run_nr=37 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 7 │ 6.8124413676559925 │ -94 │ hallo │ 1.7326961545000001 │ 2.0980890445 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────┤
│ 2 │ 10 │ 10 │ -23 │ hallo │ 1.1091419669 │ 2.8728489968 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────┘
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 13:29:57 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-03 13:29:58 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-03 13:29:58 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.59 s/job
2025-11-03 13:29:58 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, eval #1/1 start
2025-11-03 13:29:58 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, starting new job
2025-11-03 13:29:58 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, started new job
2025-11-03 13:30:07 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, new result: RESULT1: 1.109142, RESULT2: 2.872849
2025-11-03 13:30:11 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, finishing jobs, finished 1 job
2025-11-03 13:30:13 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, getting new HP set (no sbatch)
2025-11-03 13:30:13 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, requested 1 jobs, got 1, 1.60 s/job
2025-11-03 13:30:13 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, eval #1/1 start
2025-11-03 13:30:13 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, starting new job
2025-11-03 13:30:13 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, started new job
2025-11-03 13:30:22 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 3 done, new result: RESULT1: 1.251938, RESULT2: 2.969330
2025-11-03 13:30:25 (48ccac3a-488e-48bf-9cb8-a6e21fddd558): BOTORCH_MODULAR, 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
1762176594,752.6875,28.9
