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
0,1761031980,2,1610b181-63a4-4fca-80fb-725e65387a59,1761031982,1761031988,6,./.tests/optimization_example --int_param='-16' --float_param='-70.20655542612075805664' --choice_param='2' --int_param_two='-61' --nr_results=2,0,,runnervmnfq8z,-16,-61,-70.206555426120758056640625,2,0_0,COMPLETED,SOBOL,1.362541036999999954915097077901,2.59281551330000015198606888589,-16,-70.206555426120758056640625,-61,2
1,1761031991,2,1610b181-63a4-4fca-80fb-725e65387a59,1761031993,1761031999,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='8' --int_param_two='-24' --nr_results=2,0,,runnervmnfq8z,-100,-24,10,8,1_0,COMPLETED,BOTORCH_MODULAR,1.018910243715259955621377230273,2.327276899336970128473467411823,-100,10,-24,8
========================================================================
Current git-hash: c120532e609120a644cc73615366e807cf34d2bd (last fully tested stable version 3 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:32:59] 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]`.
Run-UUID: 9f5f8359-d541-4d5b-b1bc-3539207d4d76
_________________________________________________
/ \
| OmniOpt2 - Not all who wander are lost... just do |
| ing a random search. |
\ /
=================================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_Cont_X_trans_Y_trans --transforms=Cont_X_trans_Y_trans --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_Cont_X_trans_Y_trans/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_Cont_X_trans_Y_trans&run_nr=4 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 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 1 │ -100 │ 10 │ -24 │ 8 │ 1.01891024371526 │ 2.32727689933697 │
└─────────────┴───────────┴─────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │ 0.031 │ 1 │ 0.031 │
│ 2 │ 0.585 │ 1 │ 0.585 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.308 │ │ │
│ Median │ 0.308 │ │ │
│ Total │ 0.616 │ │ │
│ Max │ 0.585 │ │ │
│ Min │ 0.031 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.100 │ 1 │ 0.100 │
│ 2 │ 0.089 │ 1 │ 0.089 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.095 │ │ │
│ Median │ 0.095 │ │ │
│ Total │ 0.190 │ │ │
│ Max │ 0.100 │ │ │
│ Min │ 0.089 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 07:33:00 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, Started OmniOpt2 run...
2025-10-21 07:33:00 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:33:00 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 07:33:00 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, eval #1/1 start
2025-10-21 07:33:00 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, starting new job
2025-10-21 07:33:00 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, started new job
2025-10-21 07:33:09 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, new result: 1.36254103698684
2025-10-21 07:33:10 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 07:33:11 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 07:33:11 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, requested 1 jobs, got 1, 0.59 s/job
2025-10-21 07:33:11 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, eval #1/1 start
2025-10-21 07:33:11 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, starting new job
2025-10-21 07:33:11 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, started new job
2025-10-21 07:33:20 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 1 done, new result: 1.01891024371526
2025-10-21 07:33:22 (1610b181-63a4-4fca-80fb-725e65387a59): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761031980,754.203125,25.4
