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
0,1761114270,2,16ea4764-746c-43eb-b4b4-55c6387e9abe,1761114272,1761114278,6,./.tests/optimization_example --int_param='-38' --float_param='-9.21643197536468505859' --choice_param='2' --int_param_two='-10' --nr_results=1,0,,runnervmnfq8z,-38,-10,-9.21643197536468505859375,2,0_0,COMPLETED,SOBOL,-23025.189381101699837017804384231567,-38,-9.21643197536468505859375,-10,2
1,1761114281,2,16ea4764-746c-43eb-b4b4-55c6387e9abe,1761114283,1761114289,6,./.tests/optimization_example --int_param='-18' --float_param='-59.51535274328229974117' --choice_param='16' --int_param_two='-8' --nr_results=1,0,,runnervmnfq8z,-18,-8,-59.515352743282292635740304831415,16,1_0,COMPLETED,EXTERNAL_GENERATOR,-50119.227395901398267596960067749023,-18,-59.515352743282299741167662432417,-8,16
========================================================================
Current git-hash: f16d22535360fbc48329ca2ebf9ae2448bc26fcb (last fully tested stable version 2 commits ago [6c64fbd932b26c7ccf94272c45bf171fa01f70f8, 8710])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-22 06:24:28] 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: 2c05178b-2787-4e57-bd7e-2fcc06254498
_________________________________________________
/ \
| OmniOpt2 - Dialing in hyperparameters like a clas |
| sic noir detective. |
\ /
=================================================
\
\
\
\
____________
|__________|
/ /\
/ / \
/___________/___/|
| | |
| ==\ /== | |
| O O | \ \ |
| < | \ \|
/| | \ \
/ | \_____/ | / /
/ /| | / /|
/||\| | /||\/
-------------|
| | | |
<__/ \__>
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TPE --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 --model=TPE --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TPE/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TPE&run_nr=24 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then TPE 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 │
└─────────────┴─────────────┘
Error loading experiment state: Function __main__.decode_if_base64() parameter
input_str="None" violates type hint , as "None" not instance of str.
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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -18 │ -8 │ -59.51535274328229 │ 16 │ -18 │ -59.5153527432823 │ -8 │ 16 │ -50119.2273959014 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴───────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.010 │ 1 │ 0.010 │
│ 2 │ 0.818 │ 1 │ 0.818 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.414 │ │ │
│ Median │ 0.414 │ │ │
│ Total │ 0.828 │ │ │
│ Max │ 0.818 │ │ │
│ Min │ 0.010 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.095 │ 1 │ 0.095 │
│ 2 │ 0.067 │ 1 │ 0.067 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.081 │ │ │
│ Median │ 0.081 │ │ │
│ Total │ 0.162 │ │ │
│ Max │ 0.095 │ │ │
│ Min │ 0.067 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-22 06:24:30 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, Started OmniOpt2 run...
2025-10-22 06:24:30 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, getting new HP set (no sbatch)
2025-10-22 06:24:30 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-22 06:24:30 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, eval #1/1 start
2025-10-22 06:24:30 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, starting new job
2025-10-22 06:24:30 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, started new job
2025-10-22 06:24:39 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, new result: -23025.1893811017
2025-10-22 06:24:40 (16ea4764-746c-43eb-b4b4-55c6387e9abe): SOBOL, best RESULT: -23025.1893811017, finishing jobs, finished 1 job
2025-10-22 06:24:41 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -23025.1893811017, getting new HP set (no sbatch)
2025-10-22 06:24:41 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -23025.1893811017, requested 1 jobs, got 1, 0.82 s/job
2025-10-22 06:24:41 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -23025.1893811017, eval #1/1 start
2025-10-22 06:24:41 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -23025.1893811017, starting new job
2025-10-22 06:24:41 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -23025.1893811017, started new job
2025-10-22 06:24:50 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -23025.1893811017, new result: -50119.2273959014
2025-10-22 06:24:52 (16ea4764-746c-43eb-b4b4-55c6387e9abe): EXTERNAL_GENERATOR, best RESULT: -50119.2273959014, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761114270,753.29296875,24.3
