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,RESULT1,RESULT2,int_param,float_param,int_param_two,choice_param
0,1760846345,2,b68d0717-4c33-4f61-98d0-c0b8d8aeae97,1760846347,1760846353,6,./.tests/optimization_example --int_param='-8' --float_param='-57.02493935823440551758' --choice_param='hallo' --int_param_two='-78' --nr_results=2,0,,runnervmnfq8z,-8,-78,-57.024939358234405517578125,hallo,0_0,COMPLETED,SOBOL,1.640412159799999880505083638127,2.721724945900000136589369503781,-8,-57.024939358234405517578125,-78,hallo
1,1760846357,1,b68d0717-4c33-4f61-98d0-c0b8d8aeae97,1760846358,1760846365,7,./.tests/optimization_example --int_param='-90' --float_param='-12.3704361303110257353' --choice_param='2' --int_param_two='-10' --nr_results=2,0,,runnervmnfq8z,-90,-10,-12.370436130311023958938676514663,2,1_0,COMPLETED,BOTORCH_MODULAR,1.078480910350670063380107421835,2.81075244219706998904939609929,-90,-12.370436130311025735295515914913,-10,2
========================================================================
Current git-hash: 9043d91dbe370183252bdf120ecb2c226402839d (version: 8689)
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-19 03:59:03] 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: a9f5c1a4-de4b-4a14-8951-0246c6ac892d
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| OmniOpt2 - Turning dials like a DJ! |
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BOTORCH_MODULAR --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 20 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgLS1pbnRfcGFyYW09JyUoaW50X3BhcmFtKScgLS1mbG9hdF9wYXJhbT0nJShmbG9hdF9wYXJhbSknIC0tY2hvaWNlX3BhcmFtPSclKGNob2ljZV9wYXJhbSknICAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0yCg== --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 --follow --num_random_steps 1 --model BOTORCH_MODULAR --auto_exclude_defective_hosts --result_names RESULT1=min RESULT2=min --model=BOTORCH_MODULAR --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BOTORCH_MODULAR/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BOTORCH_MODULAR&run_nr=0 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=2
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? ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ RESULT1 │ min │
│ RESULT2 │ min │
└─────────────┴─────────────┘
Your console does not support sixel-images. Will not print Pareto-frontier as a
matplotlib-sixel-plot for RESULT1/RESULT2.
Pareto-Front for RESULT1/RESULT2:
┏━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ trial_index ┃ int_param ┃ float_param ┃ int_param_two ┃ choice_param ┃ RESULT1 ┃ RESULT2 ┃
┡━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 0 │ -8 │ -57.024939358234406 │ -78 │ hallo │ 1.6404121597999999 │ 2.7217249459 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼────────────────────┼──────────────────┤
│ 1 │ -90 │ -12.370436130311026 │ -10 │ 2 │ 1.07848091035067 │ 2.81075244219707 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴────────────────────┴──────────────────┘
Failed Jobs parameters
┏━━━━━━━━┳━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃ param1 ┃ param2 ┃ param3 ┃ error_description ┃
┡━━━━━━━━╇━━━━━━━━╇━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┩
│ value1 │ value2 │ value3 │ Some error occurred during execution (this is not a real error!). │
└────────┴────────┴────────┴───────────────────────────────────────────────────────────────────┘
Not printing sixel graphics in CI
Not printing sixel graphics in CI
Runtime Infos
┏━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━┓
┃ Number of evaluations ┃ Min time ┃ Max time ┃ Average time ┃ Median time ┃
┡━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━╇━━━━━━━━━━━━━━╇━━━━━━━━━━━━━┩
│ 2 │ 6.00 sec │ 7.00 sec │ 6.50 sec │ 6.50 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-10-19 03:59:05 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, Started OmniOpt2 run...
2025-10-19 03:59:05 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, getting new HP set (no sbatch)
2025-10-19 03:59:05 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-19 03:59:05 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, eval #1/1 start
2025-10-19 03:59:05 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, starting new job
2025-10-19 03:59:05 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, started new job
2025-10-19 03:59:14 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, new result: 1.64041215980342
2025-10-19 03:59:16 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-19 03:59:16 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-19 03:59:16 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, requested 1 jobs, got 1, 0.84 s/job
2025-10-19 03:59:17 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, eval #1/1 start
2025-10-19 03:59:17 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, starting new job
2025-10-19 03:59:17 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, started new job
2025-10-19 03:59:26 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 1 done, new result: 1.07848091035067
2025-10-19 03:59:29 (b68d0717-4c33-4f61-98d0-c0b8d8aeae97): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1760846345,753.10546875,24.9
