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
0,1761041104,2,227007a8-5d69-42e8-b8dc-d12c9e6afc42,1761041106,1761041112,6,./.tests/optimization_example --int_param='3' --float_param='-37.28976607322692871094' --choice_param='hallo' --int_param_two='-54' --nr_results=1,0,,runnervmnfq8z,3,-54,-37.2897660732269287109375,hallo,0_0,COMPLETED,SOBOL,-52687.563145282496407162398099899292,3,-37.2897660732269287109375,-54,hallo
1,1761041115,2,227007a8-5d69-42e8-b8dc-d12c9e6afc42,1761041117,1761041123,6,./.tests/optimization_example --int_param='-15' --float_param='-48.58047458359127546146' --choice_param='16' --int_param_two='-39' --nr_results=1,0,,runnervmnfq8z,-15,-39,-48.580474583591282566885638516396,16,1_0,COMPLETED,EXTERNAL_GENERATOR,-53244.792566028700093738734722137451,-15,-48.580474583591275461458280915394,-39,16
========================================================================
Current git-hash: 28988fc1991bf218c08774c90a161646685e05ce (last fully tested stable version 9 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 10:05:03] 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: 7a39ee66-a2ab-456d-8427-6c5b72970329
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
|_|
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=14 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 ┃
┡━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
│ -15 │ -39 │ -48.58047458359128 │ 16 │ -15 │ -48.580474583591275 │ -39 │ 16 │ -53244.7925660287 │
└───────────────────┴───────────────────────┴─────────────────────┴──────────────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴───────────────────┘
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 │ 0.013 │ 1 │ 0.013 │
│ 2 │ 0.812 │ 1 │ 0.812 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.412 │ │ │
│ Median │ 0.412 │ │ │
│ Total │ 0.825 │ │ │
│ Max │ 0.812 │ │ │
│ Min │ 0.013 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.096 │ 1 │ 0.096 │
│ 2 │ 0.066 │ 1 │ 0.066 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.081 │ │ │
│ Median │ 0.081 │ │ │
│ Total │ 0.163 │ │ │
│ Max │ 0.096 │ │ │
│ Min │ 0.066 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 10:05:04 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, Started OmniOpt2 run...
2025-10-21 10:05:04 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, getting new HP set (no sbatch)
2025-10-21 10:05:04 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 10:05:04 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, eval #1/1 start
2025-10-21 10:05:04 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, starting new job
2025-10-21 10:05:04 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, started new job
2025-10-21 10:05:13 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, new result: -52687.5631452825
2025-10-21 10:05:15 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): SOBOL, best RESULT: -52687.5631452825, finishing jobs, finished 1 job
2025-10-21 10:05:15 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -52687.5631452825, getting new HP set (no sbatch)
2025-10-21 10:05:15 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -52687.5631452825, requested 1 jobs, got 1, 0.81 s/job
2025-10-21 10:05:15 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -52687.5631452825, eval #1/1 start
2025-10-21 10:05:15 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -52687.5631452825, starting new job
2025-10-21 10:05:15 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -52687.5631452825, started new job
2025-10-21 10:05:25 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -52687.5631452825, new result: -53244.7925660287
2025-10-21 10:05:26 (227007a8-5d69-42e8-b8dc-d12c9e6afc42): EXTERNAL_GENERATOR, best RESULT: -53244.7925660287, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761041104,752.79296875,25.4
