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
0,1762279500,2,c34215c8-40eb-481f-99a0-be4ae8ff821c,1762279502,1762279508,6,./.tests/optimization_example --int_param='10' --float_param='-72.59103059768676757812' --choice_param='hallo' --int_param_two='-25' --nr_results=2,0,,runnervmxu1zt,10,-25,-72.591030597686753367270284797996,hallo,0_0,COMPLETED,SOBOL,1.180714112800000048508763939026,2.197510926400000119684818855603,10,-72.591030597686767578125,-25,hallo
1,1762279517,2,c34215c8-40eb-481f-99a0-be4ae8ff821c,1762279519,1762279525,6,./.tests/optimization_example --int_param='-100' --float_param='10' --choice_param='1' --int_param_two='-100' --nr_results=2,0,,runnervmxu1zt,-100,-100,10,1,1_0,COMPLETED,BO_MIXED,1.795598576850359950896063310211,2.783665869708300100171527446946,-100,10,-100,1
========================================================================
Current git-hash: ecd3b7b2c5392f9a0f7e3f8f3f3fe0583b404213 (last fully tested stable version 2 commits ago [86ec80a2d91b6b5a1d9c417f907f93a644d0ab96, 9060])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 18:04:57] 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: c1cc82ba-e975-4e67-8a4a-c066584c72ca
_____ _ _____ ______
/ ___ \ (_)/ ___ \ _ (_____ \
| | | |____ ____ _| | | |____ | |_ ____) )
| | | | \| _ \| | | | | _ \| _) /_____/
| |___| | | | | | | | | |___| | | | | |__ _______
\_____/|_|_|_|_| |_|_|\_____/| ||_/ \___|_______)
|_|
omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=multi_results_2_results_BO_MIXED --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --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=BO_MIXED --generate_all_jobs_at_once
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/multi_results_2_results_BO_MIXED/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=multi_results_2_results_BO_MIXED&run_nr=118 for live-results.
You have 4 CPUs available for the main process. No CUDA devices found.
Generation strategy: SOBOL for 1 step and then BO_MIXED 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 │ 10 │ -72.59103059768677 │ -25 │ hallo │ 1.1807141128 │ 2.1975109264 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────┴──────────────┘
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 │ 6.00 sec │ 6.00 sec │ 6.00 sec │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
2025-11-04 18:05:00 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, Started OmniOpt2 run...
2025-11-04 18:05:00 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, getting new HP set (no sbatch)
2025-11-04 18:05:00 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 18:05:00 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, eval #1/1 start
2025-11-04 18:05:00 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, starting new job
2025-11-04 18:05:01 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, started new job
2025-11-04 18:05:10 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, new result: RESULT1: 1.180714, RESULT2: 2.197511
2025-11-04 18:05:12 (c34215c8-40eb-481f-99a0-be4ae8ff821c): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-04 18:05:17 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 1 done, getting new HP set (no sbatch)
2025-11-04 18:05:17 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 1 done, requested 1 jobs, got 1, 5.07 s/job
2025-11-04 18:05:17 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 1 done, eval #1/1 start
2025-11-04 18:05:17 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 1 done, starting new job
2025-11-04 18:05:17 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 1 done, started new job
2025-11-04 18:05:26 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 1 done, new result: RESULT1: 1.795599, RESULT2: 2.783666
2025-11-04 18:05:30 (c34215c8-40eb-481f-99a0-be4ae8ff821c): BO_MIXED, 2 done, finishing jobs, finished 1 job
This logs the CPU and RAM usage of the main worker process.
timestamp,ram_usage_mb,cpu_usage_percent
1762279497,749.640625,29
