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
0,1761031798,2,1360df4e-753b-4977-968b-b0c02af5a171,1761031800,1761031806,6,./.tests/optimization_example --int_param='-25' --float_param='0.70444762706756591797' --choice_param='4' --int_param_two='-70' --nr_results=1,0,,runnervmnfq8z,-25,-70,0.70444762706756591796875,4,0_0,COMPLETED,SOBOL,-64966.237701885998831130564212799072,-25,0.70444762706756591796875,-70,4
1,1761031809,2,1360df4e-753b-4977-968b-b0c02af5a171,1761031811,1761031817,6,./.tests/optimization_example --int_param='0' --float_param='-31.27490452099613094106' --choice_param='16' --int_param_two='-83' --nr_results=1,0,,runnervmnfq8z,0,-83,-31.274904520996127388343666098081,16,1_0,COMPLETED,EXTERNAL_GENERATOR,-91519.606980073906015604734420776367,0,-31.274904520996130941057344898582,-83,16
========================================================================
Current git-hash: c120532e609120a644cc73615366e807cf34d2bd (last fully tested stable version 3 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 07:29:57] 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: e305aa07-f586-4924-b297-74f8e07b1560
_________________________________________________
/ \
| OmniOpt2 - Cranking the dials like a mad scientis |
| t - IT’S ALIIIIVE! |
\ /
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/| O|| O| / \_______________/ \
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| (_______) /______/ \_________ \
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\ || \______________/ _-_ //\__//
\ ||------_-~~-_ ------------- \ --/~ ~\ || __/
~-----||====/~ |==================| |/~~~~~
(_(__/ ./ / \_\ \.
(_(___/ \_____)_)
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=4 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ 0 │ -83 │ -31.274904520996127 │ 16 │ 0 │ -31.27490452099613 │ -83 │ 16 │ -91519.6069800739 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.031 │ 1 │ 0.031 │
│ 2 │ 0.817 │ 1 │ 0.817 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.424 │ │ │
│ Median │ 0.424 │ │ │
│ Total │ 0.847 │ │ │
│ Max │ 0.817 │ │ │
│ Min │ 0.031 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.097 │ 1 │ 0.097 │
│ 2 │ 0.066 │ 1 │ 0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.082 │ │ │
│ Median │ 0.082 │ │ │
│ Total │ 0.164 │ │ │
│ Max │ 0.097 │ │ │
│ Min │ 0.066 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 07:29:58 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, Started OmniOpt2 run...
2025-10-21 07:29:58 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, getting new HP set (no sbatch)
2025-10-21 07:29:58 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, requested 1 jobs, got 1, 0.03 s/job
2025-10-21 07:29:58 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, eval #1/1 start
2025-10-21 07:29:58 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, starting new job
2025-10-21 07:29:58 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, started new job
2025-10-21 07:30:07 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, new result: -64966.237701886
2025-10-21 07:30:08 (1360df4e-753b-4977-968b-b0c02af5a171): SOBOL, best RESULT: -64966.237701886, finishing jobs, finished 1 job
2025-10-21 07:30:09 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -64966.237701886, getting new HP set (no sbatch)
2025-10-21 07:30:09 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -64966.237701886, requested 1 jobs, got 1, 0.82 s/job
2025-10-21 07:30:09 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -64966.237701886, eval #1/1 start
2025-10-21 07:30:09 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -64966.237701886, starting new job
2025-10-21 07:30:09 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -64966.237701886, started new job
2025-10-21 07:30:18 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -64966.237701886, new result: -91519.6069800739
2025-10-21 07:30:19 (1360df4e-753b-4977-968b-b0c02af5a171): EXTERNAL_GENERATOR, best RESULT: -91519.6069800739, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761031798,754.1171875,25.7
