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,fail_or_not,choice_param
0,1760845087,2,fbb9ba39-ed72-498e-8afc-f728e7f5c94d,1760845089,1760845095,6,./.tests/optimization_example --int_param='-85' --float_param='-26.85594439506530761719' --choice_param='4' --int_param_two='-58' --nr_results=1,0,,runnervmzdgdc,-85,-58,-26.8559443950653076171875,4,0_0,COMPLETED,SOBOL,-130619.331933014997048303484916687012,-85,-26.8559443950653076171875,-58,1,4
1,1760845099,2,fbb9ba39-ed72-498e-8afc-f728e7f5c94d,1760845101,1760845107,6,./.tests/optimization_example --int_param='-7' --float_param='-47.8178367532555625985' --choice_param='2' --int_param_two='9' --nr_results=1,0,,runnervmzdgdc,-7,9,-47.817836753255562598496908321977,2,1_0,COMPLETED,BOTORCH_MODULAR,-29904.558792935498786391690373420715,-7,-47.817836753255562598496908321977,9,0,2
========================================================================
Current git-hash: 9043d91dbe370183252bdf120ecb2c226402839d (version: 8689)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-19 03:38:05] 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: 9bf10d97-4d5d-434f-b174-54c5dc0ec851
_________________________________________________
/ \
| OmniOpt2 - Tuning hyperparameters with the finess |
| e of a cat trying not to knock over the vase. |
\ /
=================================================
\
\
\
\
/- _ `-/ '
(/\/ \ \ /\
/ / | ` \
O O ) / |
`-^--'`< '
(_.) _ ) /
`.___/` /
`-----' /
<----. __ / __ \
<----|====O)))==) \) /====
<----' `--' `.__,' \
| |
\ /
______( (_ / \______
,' ,-----' | \
`--{__________) \/
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 --parameter fail_or_not choice 0,1 --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/__main__tests__BOTORCH_MODULAR___nogridsearch/4
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=__main__tests__BOTORCH_MODULAR___nogridsearch&run_nr=10 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 │
│ fail_or_not │ choice │ │ │ 0, 1 │ │ │
└───────────────┴────────┴─────────────┴─────────────┴───────────────────────┴───────┴────────────┘
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 ┃ fail_or_not ┃ choice_param ┃ RESULT ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -85 │ -58 │ -26.855944395065308 │ 4 │ -85 │ -26.855944395065308 │ -58 │ 1 │ 4 │ -130619.331933015 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴─────────────┴──────────────┴───────────────────┘
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 │ 0.023 │ 1 │ 0.023 │
│ 2 │ 1.047 │ 1 │ 1.047 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.535 │ │ │
│ Median │ 0.535 │ │ │
│ Total │ 1.069 │ │ │
│ Max │ 1.047 │ │ │
│ Min │ 0.023 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.222 │ 1 │ 0.222 │
│ 2 │ 0.085 │ 1 │ 0.085 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.154 │ │ │
│ Median │ 0.154 │ │ │
│ Total │ 0.307 │ │ │
│ Max │ 0.222 │ │ │
│ Min │ 0.085 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-19 03:38:07 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, Started OmniOpt2 run...
2025-10-19 03:38:07 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, getting new HP set (no sbatch)
2025-10-19 03:38:07 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, requested 1 jobs, got 1, 0.02 s/job
2025-10-19 03:38:07 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, eval #1/1 start
2025-10-19 03:38:07 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, starting new job
2025-10-19 03:38:07 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, started new job
2025-10-19 03:38:16 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, new result: -130619.331933015
2025-10-19 03:38:18 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, finishing jobs, finished 1 job
2025-10-19 03:38:19 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, getting new HP set (no sbatch)
2025-10-19 03:38:19 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, requested 1 jobs, got 1, 1.05 s/job
2025-10-19 03:38:19 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, eval #1/1 start
2025-10-19 03:38:19 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, starting new job
2025-10-19 03:38:19 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, started new job
2025-10-19 03:38:28 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, new result: -29904.5587929355
2025-10-19 03:38:29 (fbb9ba39-ed72-498e-8afc-f728e7f5c94d): SOBOL, best RESULT: -130619.331933015, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1760845087,779.3359375,25.1
