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
0,1761036009,2,48141832-43e5-4f0b-ae87-1d95d38fbce0,1761036011,1761036017,6,./.tests/optimization_example --int_param='-40' --float_param='-1.25241518020629882812' --choice_param='1' --int_param_two='2' --nr_results=2,0,,runnervmwhb2z,-40,2,-1.252415180206298828125,1,0_0,COMPLETED,SOBOL,1.806423229900000038128382584546,2.31186364599999993885148796835,-40,-1.252415180206298828125,2,1
1,1761036020,2,48141832-43e5-4f0b-ae87-1d95d38fbce0,1761036022,1761036028,6,./.tests/optimization_example --int_param='-67' --float_param='-100' --choice_param='8' --int_param_two='-68' --nr_results=2,0,,runnervmwhb2z,-67,-68,-100,8,1_0,COMPLETED,BOTORCH_MODULAR,1.96774144315077004208092148474,2.545707529966850124480970407603,-67,-100,-68,8
========================================================================
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 08:40:07] 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: 8d9e9c36-fc04-4dcf-a6e0-34d63378f94a
_________________________________________________
/ \
| OmniOpt2 - This is not madness... this is hyperpa |
| rameter tuning! |
\ /
=================================================
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` *_ * ) `-. ( ) .`-.__. `)
(_Y_.) ' ._ ) `._` ; `` -. .-'
_.. `--'_..-_/ /--' _ .' ,4
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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=11 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 │ -40 │ -1.2524151802062988 │ 2 │ 1 │ 1.8064232299 │ 2.311863646 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────┴─────────────┘
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 │ 0.044 │ 1 │ 0.044 │
│ 2 │ 0.633 │ 1 │ 0.633 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.339 │ │ │
│ Median │ 0.339 │ │ │
│ Total │ 0.677 │ │ │
│ Max │ 0.633 │ │ │
│ Min │ 0.044 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.223 │ 1 │ 0.223 │
│ 2 │ 0.111 │ 1 │ 0.111 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.167 │ │ │
│ Median │ 0.167 │ │ │
│ Total │ 0.334 │ │ │
│ Max │ 0.223 │ │ │
│ Min │ 0.111 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 08:40:09 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, Started OmniOpt2 run...
2025-10-21 08:40:09 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:40:09 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-10-21 08:40:09 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, eval #1/1 start
2025-10-21 08:40:09 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, starting new job
2025-10-21 08:40:09 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, started new job
2025-10-21 08:40:18 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, new result: 1.80642322993754
2025-10-21 08:40:19 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:40:20 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:40:20 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, requested 1 jobs, got 1, 0.63 s/job
2025-10-21 08:40:20 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:40:20 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, starting new job
2025-10-21 08:40:20 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, started new job
2025-10-21 08:40:29 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 1 done, new result: 1.96774144315077
2025-10-21 08:40:32 (48141832-43e5-4f0b-ae87-1d95d38fbce0): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761036009,779.12890625,25.5
