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
0,1761109039,2,6761899e-2478-472e-9af3-7bcb3f20552d,1761109041,1761109047,6,./.tests/optimization_example --int_param='-14' --float_param='-32.09438681602478027344' --choice_param='1' --int_param_two='-63' --nr_results=1,0,,runnervmwhb2z,-14,-63,-32.0943868160247802734375,1,0_0,COMPLETED,SOBOL,-63312.855332568702579010277986526489,-14,-32.0943868160247802734375,-63,1
1,1761109051,2,6761899e-2478-472e-9af3-7bcb3f20552d,1761109053,1761109059,6,./.tests/optimization_example --int_param='-96' --float_param='-40.35463965382153617156' --choice_param='2' --int_param_two='-5' --nr_results=1,0,,runnervmwhb2z,-96,-5,-40.35463965382153617156291147694,2,1_0,COMPLETED,BOTORCH_MODULAR,-124014.553381279998575337231159210205,-96,-40.35463965382153617156291147694,-5,2
========================================================================
Current git-hash: 6c64fbd932b26c7ccf94272c45bf171fa01f70f8 (last fully tested stable version 9 commits ago [c3546d63a689a45925682d4a9ddd9bc196dc9699, 8701])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 04:57:17] 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: 5716e7cd-553e-4e6e-a011-ff4745f9480a
_________________________________________________
/ \
| OmniOpt2 - Finding the needle in the hyper haysta |
| ck! |
\ /
=================================================
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.--.
|o_o |
|:_/ |
// \ \
(| | )
/'\_ _/`\
\___)=(___/
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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 --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/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=148 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BOTORCH_MODULAR 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=1
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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ -96 │ -5 │ -40.354639653821536 │ 2 │ -96 │ -40.354639653821536 │ -5 │ 2 │ -124014.55338128 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.015 │ 1 │ 0.015 │
│ 2 │ 0.564 │ 1 │ 0.564 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.290 │ │ │
│ Median │ 0.290 │ │ │
│ Total │ 0.580 │ │ │
│ Max │ 0.564 │ │ │
│ Min │ 0.015 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.221 │ 1 │ 0.221 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.151 │ │ │
│ Median │ 0.151 │ │ │
│ Total │ 0.301 │ │ │
│ Max │ 0.221 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 04:57:19 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, Started OmniOpt2 run...
2025-10-22 04:57:19 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, getting new HP set (no sbatch)
2025-10-22 04:57:19 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-22 04:57:19 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, eval #1/1 start
2025-10-22 04:57:19 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, starting new job
2025-10-22 04:57:19 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, started new job
2025-10-22 04:57:28 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, new result: -63312.8553325687
2025-10-22 04:57:30 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, finishing jobs, finished 1 job
2025-10-22 04:57:31 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, getting new HP set (no sbatch)
2025-10-22 04:57:31 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, requested 1 jobs, got 1, 0.56 s/job
2025-10-22 04:57:31 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, eval #1/1 start
2025-10-22 04:57:31 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, starting new job
2025-10-22 04:57:31 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, started new job
2025-10-22 04:57:40 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -63312.8553325687, new result: -124014.55338128
2025-10-22 04:57:42 (6761899e-2478-472e-9af3-7bcb3f20552d): SOBOL, best RESULT: -124014.55338128, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761109039,777.76953125,23.2
