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
0,1763643235,2,ef1e439b-ed87-409c-aaf3-5312e864e016,1763643237,1763643243,6,./.tests/optimization_example --random_sem --int_param='-13' --float_param='-62.96432197093963623047' --choice_param='16' --int_param_two='-47' --nr_results=1,0,,runnervmg1sw1,-13,-47,-62.964321970939643335896107601002,16,0_0,COMPLETED,SOBOL,-77557.210609695495804771780967712402,-13,-62.96432197093963623046875,-47,16
1,1763643253,2,ef1e439b-ed87-409c-aaf3-5312e864e016,1763643255,1763643261,6,./.tests/optimization_example --random_sem --int_param='-81' --float_param='-1.08730071777087911045' --choice_param='1' --int_param_two='-95' --nr_results=1,0,,runnervmg1sw1,-81,-95,-1.087300717770879110446458071237,1,1_0,COMPLETED,BOTORCH_MODULAR,-173821.872300285991514101624488830566,-81,-1.087300717770879110446458071237,-95,1
========================================================================
Current git-hash: 184950ddc2ff417bb4c0315dffdeac7715a7f11f (last fully tested stable version 2 commits ago [91fbcf2592bafca205c776a3bb503b30557d1f5d, 9083])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-20 12:53:44] 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: 50cab280-a77b-41dc-a273-27cbd04a3307
_________________________________________________
/ \
| OmniOpt2 - Walking the fine line between overfit |
| and underfit like a tightrope artist. |
\ /
=================================================
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/0 0 \\__ / // | \\ \\
/ / \\/_/ // | \\ \\
\@_^_\@'/ \\/_ // | \\ \\
//_^_/ \\/_ // | \\ \\
( //) | \\/// | \\ \\
( / /) _|_ / ) // | \\ _\\
( // /) '/,_ _ _/ ( ; -. | _ _\\.-~ .-~~~^-.
(( / / )) ,-{ _ `-.|.-~-. .~ `.
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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
This call should have shown the CURL, but didnt. Stderr: , stdout: Error trying to create directory ./shares//runner/__main__tests__BOTORCH_MODULAR___nogridsearch/876. Error:
ErrorException: mkdir(): File exists in /var/oo_gui/OmniOpt/.gui/share_functions.php:2060
Stack trace:
#0 [internal function]: {closure}()
#1 /var/oo_gui/OmniOpt/.gui/share_functions.php(2060): mkdir()
#2 /var/oo_gui/OmniOpt/.gui/share_functions.php(2126): create_new_folder()
#3 /var/oo_gui/OmniOpt/.gui/share_internal.php(129): get_user_folder()
#4 {main}
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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -81 │ -95 │ -1.087300717770879 │ 1 │ -81 │ -1.087300717770879 │ -95 │ 1 │ -173821.872300286 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.015 │ 1 │ 0.015 │
│ 2 │ 0.565 │ 1 │ 0.565 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.290 │ │ │
│ Median │ 0.290 │ │ │
│ Total │ 0.580 │ │ │
│ Max │ 0.565 │ │ │
│ Min │ 0.015 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.226 │ 1 │ 0.226 │
│ 2 │ 0.083 │ 1 │ 0.083 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.155 │ │ │
│ Median │ 0.155 │ │ │
│ Total │ 0.309 │ │ │
│ Max │ 0.226 │ │ │
│ Min │ 0.083 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-11-20 12:53:55 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, Started OmniOpt2 run...
2025-11-20 12:53:55 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, getting new HP set (no sbatch)
2025-11-20 12:53:55 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-20 12:53:55 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, eval #1/1 start
2025-11-20 12:53:55 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, starting new job
2025-11-20 12:53:56 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, started new job
2025-11-20 12:54:05 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, new result: RESULT: -77557.210610 (SEM: 0.362179)
2025-11-20 12:54:13 (ef1e439b-ed87-409c-aaf3-5312e864e016): SOBOL, best RESULT: -77557.2106096955, finishing jobs, finished 1 job
2025-11-20 12:54:13 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -77557.2106096955, getting new HP set (no sbatch)
2025-11-20 12:54:13 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -77557.2106096955, requested 1 jobs, got 1, 0.57 s/job
2025-11-20 12:54:13 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -77557.2106096955, eval #1/1 start
2025-11-20 12:54:13 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -77557.2106096955, starting new job
2025-11-20 12:54:14 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -77557.2106096955, started new job
2025-11-20 12:54:23 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -77557.2106096955, new result: RESULT: -173821.872300 (SEM: 0.378882)
2025-11-20 12:54:25 (ef1e439b-ed87-409c-aaf3-5312e864e016): BOTORCH_MODULAR, best RESULT: -173821.872300286, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1763643225,777.74609375,27.1
