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
0,1761035594,2,bf880305-c08f-4fbd-88ec-37c36fa3c271,1761035596,1761035602,6,./.tests/optimization_example --int_param='0' --float_param='-11.50266766548156738281' --choice_param='hallo' --int_param_two='-67' --nr_results=2,0,,runnervmnfq8z,0,-67,-11.5026676654815673828125,hallo,0_0,COMPLETED,SOBOL,1.609583841700000128582814795664,2.084722279899999808350230523502,0,-11.5026676654815673828125,-67,hallo
1,1761035605,2,bf880305-c08f-4fbd-88ec-37c36fa3c271,1761035607,1761035613,6,./.tests/optimization_example --int_param='-72' --float_param='-96.66244499477373608443' --choice_param='16' --int_param_two='-17' --nr_results=2,0,,runnervmnfq8z,-72,-17,-96.662444994773721873571048490703,16,1_0,COMPLETED,BOTORCH_MODULAR,1.299494124556989982366417279991,2.410526997267400162172634736635,-72,-96.662444994773736084425763692707,-17,16
========================================================================
Current git-hash: 3bc86dcb6d9e1e752cf34d003103a8f1015b5b05 (last fully tested stable version 6 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:33:13] 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: 81aec8fd-b2fe-458c-bb29-e0a2019dc23e
_________________________________________________
/ \
| OmniOpt2 - Like Neo, dodging suboptimal hyperpara |
| meters in slow motion. |
\ /
=================================================
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("`-' '-/") .___..--' ' "`-._
` *_ * ) `-. ( ) .`-.__. `)
(_Y_.) ' ._ ) `._` ; `` -. .-'
_.. `--'_..-_/ /--' _ .' ,4
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_no_transforms --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0y --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 --result_names RESULT1=min RESULT2=min --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TRANSFORMS_no_transforms/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_no_transforms&run_nr=8 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=2
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 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 │ 0 │ -11.502667665481567 │ -67 │ hallo │ 1.6095838417000001 │ 2.0847222799 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼─────────────────┤
│ 1 │ -72 │ -96.66244499477374 │ -17 │ 16 │ 1.29949412455699 │ 2.4105269972674 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴─────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.030 │ 1 │ 0.030 │
│ 2 │ 0.533 │ 1 │ 0.533 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.282 │ │ │
│ Median │ 0.282 │ │ │
│ Total │ 0.564 │ │ │
│ Max │ 0.533 │ │ │
│ Min │ 0.030 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.097 │ 1 │ 0.097 │
│ 2 │ 0.091 │ 1 │ 0.091 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.094 │ │ │
│ Median │ 0.094 │ │ │
│ Total │ 0.187 │ │ │
│ Max │ 0.097 │ │ │
│ Min │ 0.091 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 08:33:14 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, Started OmniOpt2 run...
2025-10-21 08:33:14 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:33:14 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 08:33:14 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, eval #1/1 start
2025-10-21 08:33:14 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, starting new job
2025-10-21 08:33:14 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, started new job
2025-10-21 08:33:23 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, new result: 1.60958384171045
2025-10-21 08:33:25 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:33:25 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:33:25 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, requested 1 jobs, got 1, 0.53 s/job
2025-10-21 08:33:25 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:33:25 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, starting new job
2025-10-21 08:33:25 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, started new job
2025-10-21 08:33:34 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 1 done, new result: 1.29949412455699
2025-10-21 08:33:37 (bf880305-c08f-4fbd-88ec-37c36fa3c271): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761035594,754.2421875,25.3
