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
0,1761030904,2,a72faf05-f563-408c-b81a-6529138a3839,1761030906,1761030912,6,./.tests/optimization_example --int_param='-2' --float_param='5.76432347297668457031' --choice_param='1' --int_param_two='-62' --nr_results=1,0,,runnervmnfq8z,-2,-62,5.7643234729766845703125,1,0_0,COMPLETED,SOBOL,-45075.56190371340198908001184463501,-2,5.7643234729766845703125,-62,1
1,1761030915,2,a72faf05-f563-408c-b81a-6529138a3839,1761030917,1761030923,6,./.tests/optimization_example --int_param='-74' --float_param='-90.65334936423262490734' --choice_param='hallo' --int_param_two='-5' --nr_results=1,0,,runnervmnfq8z,-74,-5,-90.65334936423262490734487073496,hallo,1_0,COMPLETED,BOTORCH_MODULAR,-155542.152445958985481411218643188477,-74,-90.65334936423262490734487073496,-5,hallo
========================================================================
Current git-hash: dd811550b16785d3af0703e3e7559e5ac81ee848 (last fully tested stable version 4 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:15:02] 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: d9944c47-477a-4ea2-b55e-5427408f215f
_______________________________________________
| OmniOpt2 - Taking parameters to the next level. |
===============================================
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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=32 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -74 │ -5 │ -90.65334936423262 │ hallo │ -74 │ -90.65334936423262 │ -5 │ hallo │ -155542.152445959 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.032 │ 1 │ 0.032 │
│ 2 │ 0.327 │ 1 │ 0.327 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.179 │ │ │
│ Median │ 0.179 │ │ │
│ Total │ 0.358 │ │ │
│ Max │ 0.327 │ │ │
│ Min │ 0.032 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.100 │ 1 │ 0.100 │
│ 2 │ 0.063 │ 1 │ 0.063 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.081 │ │ │
│ Median │ 0.081 │ │ │
│ Total │ 0.162 │ │ │
│ Max │ 0.100 │ │ │
│ Min │ 0.063 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 07:15:04 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, Started OmniOpt2 run...
2025-10-21 07:15:04 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:15:04 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 07:15:04 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, eval #1/1 start
2025-10-21 07:15:04 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, starting new job
2025-10-21 07:15:04 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, started new job
2025-10-21 07:15:13 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, new result: -45075.5619037134
2025-10-21 07:15:14 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, finishing jobs, finished 1 job
2025-10-21 07:15:15 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, getting new HP set (no sbatch)
2025-10-21 07:15:15 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, requested 1 jobs, got 1, 0.33 s/job
2025-10-21 07:15:15 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, eval #1/1 start
2025-10-21 07:15:15 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, starting new job
2025-10-21 07:15:15 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, started new job
2025-10-21 07:15:24 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -45075.5619037134, new result: -155542.152445959
2025-10-21 07:15:25 (a72faf05-f563-408c-b81a-6529138a3839): SOBOL, best RESULT: -155542.152445959, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761030904,754.26953125,24.8
1761030904,754.26953125,50.0
