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
0,1762283313,2,0f11d1d0-2fa2-4996-8516-075946a9b87a,1762283315,1762283321,6,./.tests/optimization_example --int_param='-35' --float_param='-36.93642914295196533203' --choice_param='16' --int_param_two='-33' --nr_results=2,0,,runnervmxu1zt,-35,-33,-36.93642914295196533203125,16,0_0,COMPLETED,SOBOL,1.142265022599999957364502733981,2.932051069199999915326770860702,-35,-36.93642914295196533203125,-33,16
1,1762283325,2,0f11d1d0-2fa2-4996-8516-075946a9b87a,1762283327,1762283333,6,./.tests/optimization_example --int_param='-98' --float_param='-71.48253115934360835126' --choice_param='2' --int_param_two='-79' --nr_results=2,0,,runnervmxu1zt,-98,-79,-71.482531159343608351264265365899,2,1_0,COMPLETED,BOTORCH_MODULAR,1.499176002646890104585963854333,2.413583642660769967847045336384,-98,-71.482531159343608351264265365899,-79,2
========================================================================
Current git-hash: 1eacf3041c19e479bd2ff269d046c55201c14bb5 (last fully tested stable version 1 commit ago [7a7a36b0d71c0f21242cd3e193c84e6375482517, 9069])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 11-04 19:08:29] 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: 9f6fb57e-f9a9-4115-8957-7cb0214c4670
_________________________________________________
/ \
| OmniOpt2 - Machine, data, parameters – the holy t |
| rinity of truth. |
\ /
=================================================
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/- _ `-/ '
(/\/ \ \ /\
/ / | ` \
O O ) / |
`-^--'`< '
(_.) _ ) /
`.___/` /
`-----' /
<----. __ / __ \
<----|====O)))==) \) /====
<----' `--' `.__,' \
| |
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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 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=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=152 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 │ -35 │ -36.936429142951965 │ -33 │ 16 │ 1.1422650226 │ 2.9320510692 │
├─────────────┼───────────┼─────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -98 │ -71.48253115934361 │ -79 │ 2 │ 1.49917600264689 │ 2.41358364266077 │
└─────────────┴───────────┴─────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 19:08:33 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, Started OmniOpt2 run...
2025-11-04 19:08:33 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, getting new HP set (no sbatch)
2025-11-04 19:08:33 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-11-04 19:08:33 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, eval #1/1 start
2025-11-04 19:08:33 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, starting new job
2025-11-04 19:08:33 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, started new job
2025-11-04 19:08:42 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, new result: RESULT1: 1.142265, RESULT2: 2.932051
2025-11-04 19:08:44 (0f11d1d0-2fa2-4996-8516-075946a9b87a): SOBOL, 1 done, finishing jobs, finished 1 job
2025-11-04 19:08:45 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 1 done, getting new HP set (no sbatch)
2025-11-04 19:08:45 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 1 done, requested 1 jobs, got 1, 0.90 s/job
2025-11-04 19:08:45 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 1 done, eval #1/1 start
2025-11-04 19:08:45 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 1 done, starting new job
2025-11-04 19:08:45 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 1 done, started new job
2025-11-04 19:08:54 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 1 done, new result: RESULT1: 1.499176, RESULT2: 2.413584
2025-11-04 19:09:02 (0f11d1d0-2fa2-4996-8516-075946a9b87a): BOTORCH_MODULAR, 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
1762283309,750.11328125,28.9
