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,,,,,,,,,,,,,,,0_0,COMPLETED,SOBOL,-81290.874217044096440076828002929688,-12,-20.87422311305999755859375,-80,2
1,,,,,,,,,,,,,,,1_0,COMPLETED,BOTORCH_MODULAR,-103222.138082468998618423938751220703,-89,-32.913082283651263537649356294423,3,4
2,1762936235,2,61521a72-84e6-45ee-9f56-543edb8c8993,1762936237,1762936243,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='10' --nr_results=1,0,,runnervmfg25i,-100,10,-100,4,2_0,COMPLETED,BOTORCH_MODULAR,-221295.720000000001164153218269348145,-100,-100,10,4
3,1762936247,2,61521a72-84e6-45ee-9f56-543edb8c8993,1762936249,1762936255,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='-47' --nr_results=1,0,,runnervmfg25i,-100,-47,-100,4,3_0,COMPLETED,BOTORCH_MODULAR,-247470.119999999995343387126922607422,-100,-100,-47,4
========================================================================
Current git-hash: c636b5afbc836cc39018cd3cb21ab295e3b7be3c (last fully tested stable version 3 commits ago [0d4e0758d6588243350065bfadd9ed31c306e128, 9073])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-12 08:30:29] 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
Run-UUID: 551bbebb-7abe-4320-b47e-f3352a87a2c0
_________________________________________________
/ \
| OmniOpt2 - Like Neo, dodging suboptimal hyperpara |
| meters in slow motion. |
\ /
=================================================
\
\
\
\
___-------___
_-~~ ~~-_
_-~ /~-_
/^\__/^\ /~ \ / \
/| O|| O| / \_______________/ \
| |___||__| / / \ \
| \ / / \ \
| (_______) /______/ \_________ \
| / / \ / \
\ \^\\ \ / \ /
\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
omniopt --continue runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0 --num_parallel_jobs 1 --worker_timeout 10 --follow --gpus=0 --mem_gb=4 --num_random_steps=1 --max_eval=2 --send_anonymized_usage_stats --generate_all_jobs_at_once --live_share
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/1
Continuation from runs/__main__tests__BOTORCH_MODULAR___nogridsearch/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=696 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: BOTORCH_MODULAR for 5 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=1
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 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 + inserted jobs: 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
│ -100.0 │ -47.0 │ -100.0 │ 4.0 │ -100 │ -100.0 │ -47 │ 4 │ -247470.12 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────┴───────────────┴──────────────┴────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-12 08:30:34 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, Started OmniOpt2 run...
2025-11-12 08:30:35 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, getting new HP set (no sbatch)
2025-11-12 08:30:35 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, requested 1 jobs, got 1, 1.16 s/job
2025-11-12 08:30:35 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, eval #1/1 start
2025-11-12 08:30:35 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, starting new job
2025-11-12 08:30:35 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, started new job
2025-11-12 08:30:44 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, new result: RESULT: -221295.720000
2025-11-12 08:30:46 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, finishing jobs, finished 1 job
2025-11-12 08:30:47 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, getting new HP set (no sbatch)
2025-11-12 08:30:47 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, requested 1 jobs, got 1, 1.16 s/job
2025-11-12 08:30:47 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, eval #1/1 start
2025-11-12 08:30:47 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, starting new job
2025-11-12 08:30:47 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, started new job
2025-11-12 08:30:56 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -221295.72, new result: RESULT: -247470.120000
2025-11-12 08:30:59 (61521a72-84e6-45ee-9f56-543edb8c8993): BOTORCH_MODULAR, best RESULT: -247470.12, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762936229,752.94921875,28.7
