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
0,1761030231,2,eaa1d487-5741-4212-bcb9-bd762437a28d,1761030233,1761030239,6,./.tests/optimization_example --random_sem --int_param='-55' --float_param='-28.37087869644165039062' --choice_param='2' --int_param_two='-53' --nr_results=1,0,,runnervmwhb2z,-55,-53,-28.370878696441646837911321199499,2,0_0,COMPLETED,SOBOL,-80609.875449726197985000908374786377,-55,-28.370878696441650390625,-53,2
1,1761030242,2,eaa1d487-5741-4212-bcb9-bd762437a28d,1761030244,1761030250,6,./.tests/optimization_example --random_sem --int_param='-29' --float_param='-91.87809372160674570296' --choice_param='hallo' --int_param_two='-13' --nr_results=1,0,,runnervmwhb2z,-29,-13,-91.878093721606731492101971525699,hallo,1_0,COMPLETED,BOTORCH_MODULAR,-109113.770431323995580896735191345215,-29,-91.878093721606745702956686727703,-13,hallo
========================================================================
Current git-hash: 2bfcf4ebab7e0b53d16282a8de94a4c409ec3fbf (last fully tested stable version 2 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:03:49] 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: 000295d6-c96a-41f6-88e5-27c309370e3c
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter quest: It's dangerous t |
| o go alone, take this! |
\ /
=================================================
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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 Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1yYW5kb21fc2VtIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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/3
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=21 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 --random_sem --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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -29 │ -13 │ -91.87809372160673 │ hallo │ -29 │ -91.87809372160675 │ -13 │ hallo │ -109113.770431324 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.042 │ 1 │ 0.042 │
│ 2 │ 0.381 │ 1 │ 0.381 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.211 │ │ │
│ Median │ 0.211 │ │ │
│ Total │ 0.423 │ │ │
│ Max │ 0.381 │ │ │
│ Min │ 0.042 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.216 │ 1 │ 0.216 │
│ 2 │ 0.081 │ 1 │ 0.081 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.148 │ │ │
│ Median │ 0.148 │ │ │
│ Total │ 0.297 │ │ │
│ Max │ 0.216 │ │ │
│ Min │ 0.081 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 07:03:51 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, Started OmniOpt2 run...
2025-10-21 07:03:51 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:03:51 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-10-21 07:03:51 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, eval #1/1 start
2025-10-21 07:03:51 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, starting new job
2025-10-21 07:03:51 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, started new job
2025-10-21 07:04:00 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, new result: (-80609.8754497262, 0.922562166423635)
2025-10-21 07:04:01 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, finishing jobs, finished 1 job
2025-10-21 07:04:02 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, getting new HP set (no sbatch)
2025-10-21 07:04:02 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, requested 1 jobs, got 1, 0.38 s/job
2025-10-21 07:04:02 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, eval #1/1 start
2025-10-21 07:04:02 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, starting new job
2025-10-21 07:04:02 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, started new job
2025-10-21 07:04:11 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -80609.8754497262, new result: (-109113.770431324, 0.360523723605187)
2025-10-21 07:04:12 (eaa1d487-5741-4212-bcb9-bd762437a28d): SOBOL, best RESULT: -109113.770431324, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761030231,779.2578125,24.9
