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
0,1761044432,2,580825a9-65c4-4cb8-b614-0dc62e7c82f9,1761044434,1761044440,6,./.tests/optimization_example --int_param='-74' --float_param='-53.65690886974334716797' --choice_param='16' --int_param_two='6' --nr_results=1,0,,runnervmnfq8z,-74,6,-53.656908869743354273396107601002,16,0_0,COMPLETED,SOBOL,-98606.44958153380139265209436416626,-74,-53.65690886974334716796875,6,16
1,1761044443,2,580825a9-65c4-4cb8-b614-0dc62e7c82f9,1761044445,1761044451,6,./.tests/optimization_example --int_param='-4' --float_param='-15.08114548960274525768' --choice_param='4' --int_param_two='-96' --nr_results=1,0,,runnervmnfq8z,-4,-96,-15.081145489602743481327706831507,4,1_0,COMPLETED,BOTORCH_MODULAR,-106061.44404174599912948906421661377,-4,-15.081145489602745257684546231758,-96,4
========================================================================
Current git-hash: 97d4bb080d52f82e21bec4706b03e9f462d19b3a (last fully tested stable version 1 commit ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:00:30] 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: 4303dab5-ed56-468c-8d20-f31f8dd3e8aa
_________________________________________________
/ \
| OmniOpt2 - It’s a hyperparameter life – every twe |
| ak counts! |
\ /
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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 Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0x --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/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=106 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=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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -4 │ -96 │ -15.081145489602743 │ 4 │ -4 │ -15.081145489602745 │ -96 │ 4 │ -106061.444041746 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.012 │ 1 │ 0.012 │
│ 2 │ 0.478 │ 1 │ 0.478 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.245 │ │ │
│ Median │ 0.245 │ │ │
│ Total │ 0.490 │ │ │
│ Max │ 0.478 │ │ │
│ Min │ 0.012 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.095 │ 1 │ 0.095 │
│ 2 │ 0.064 │ 1 │ 0.064 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.079 │ │ │
│ Median │ 0.079 │ │ │
│ Total │ 0.159 │ │ │
│ Max │ 0.095 │ │ │
│ Min │ 0.064 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 11:00:32 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, Started OmniOpt2 run...
2025-10-21 11:00:32 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:00:32 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 11:00:32 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, eval #1/1 start
2025-10-21 11:00:32 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, starting new job
2025-10-21 11:00:32 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, started new job
2025-10-21 11:00:41 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, new result: -98606.4495815338
2025-10-21 11:00:42 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, finishing jobs, finished 1 job
2025-10-21 11:00:43 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, getting new HP set (no sbatch)
2025-10-21 11:00:43 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, requested 1 jobs, got 1, 0.48 s/job
2025-10-21 11:00:43 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, eval #1/1 start
2025-10-21 11:00:43 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, starting new job
2025-10-21 11:00:43 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, started new job
2025-10-21 11:00:52 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -98606.4495815338, new result: -106061.444041746
2025-10-21 11:00:54 (580825a9-65c4-4cb8-b614-0dc62e7c82f9): SOBOL, best RESULT: -106061.444041746, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761044432,753.0703125,22.4
