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
0,1766937316,2,22ba738c-fc33-42ef-a8ec-a69449f707c6,1766937318,1766937324,6,./.tests/optimization_example --int_param='-94' --float_param='-21.40029788017272949219' --choice_param='16' --int_param_two='-24' --nr_results=2,0,,runnervmdwttx,-94,-24,-21.4002978801727294921875,16,0_0,COMPLETED,SOBOL,1.385329782999999981285554895294,2.623090316899999940858378977282,-94,-21.4002978801727294921875,-24,16
1,1766937327,2,22ba738c-fc33-42ef-a8ec-a69449f707c6,1766937329,1766937335,6,./.tests/optimization_example --int_param='-4' --float_param='-90.12367863243969168252' --choice_param='1' --int_param_two='-81' --nr_results=2,0,,runnervmdwttx,-4,-81,-90.123678632439677471666072960943,1,1_0,COMPLETED,BOTORCH_MODULAR,1.433074968707849894400396806304,2.826115951963830141835387621541,-4,-90.123678632439691682520788162947,-81,1
========================================================================
Current git-hash: 1caf8cebfd6257e0c8784a73c3a511fe4c953f90 (last fully tested stable version 3 commits ago [89c4b2eb1c18af36704e76ba2bcd2199fa1d9ec8, 9190])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 12-28 15:55:13] 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: 046a6e52-1c8a-4ba7-9a43-dc4d6552fc0f
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
|_|
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=223 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 │ -94 │ -21.40029788017273 │ -24 │ 16 │ 1.385329783 │ 2.6230903169 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴─────────────┴──────────────┘
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 │ 0.555 │ 1 │ 0.555 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.293 │ │ │
│ Median │ 0.293 │ │ │
│ Total │ 0.585 │ │ │
│ Max │ 0.555 │ │ │
│ Min │ 0.030 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.111 │ 1 │ 0.111 │
│ 2 │ 0.097 │ 1 │ 0.097 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.104 │ │ │
│ Median │ 0.104 │ │ │
│ Total │ 0.208 │ │ │
│ Max │ 0.111 │ │ │
│ Min │ 0.097 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-12-28 15:55:16 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, Started OmniOpt2 run...
2025-12-28 15:55:16 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, getting new HP set (no sbatch)
2025-12-28 15:55:16 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-12-28 15:55:16 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, eval #1/1 start
2025-12-28 15:55:16 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, starting new job
2025-12-28 15:55:16 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, started new job
2025-12-28 15:55:25 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, new result: RESULT1: 1.385330, RESULT2: 2.623090
2025-12-28 15:55:26 (22ba738c-fc33-42ef-a8ec-a69449f707c6): SOBOL, 1 done, finishing jobs, finished 1 job
2025-12-28 15:55:27 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2025-12-28 15:55:27 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.55 s/job
2025-12-28 15:55:27 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 1 done, eval #1/1 start
2025-12-28 15:55:27 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 1 done, starting new job
2025-12-28 15:55:27 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 1 done, started new job
2025-12-28 15:55:36 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.433075, RESULT2: 2.826116
2025-12-28 15:55:39 (22ba738c-fc33-42ef-a8ec-a69449f707c6): BOTORCH_MODULAR, 2 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1766937313,756.546875,28.5
