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
0,1761047165,2,f0f7a871-d716-4d00-a6eb-39cf05996398,1761047167,1761047173,6,./.tests/optimization_example --int_param='-65' --float_param='-28.45455288887023925781' --choice_param='4' --int_param_two='-32' --nr_results=2,0,,runnervmnfq8z,-65,-32,-28.4545528888702392578125,4,0_0,COMPLETED,SOBOL,1.41307231370000008219278697652,2.257726053599999893606309342431,-65,-28.4545528888702392578125,-32,4
1,1761047177,2,f0f7a871-d716-4d00-a6eb-39cf05996398,1761047179,1761047185,6,./.tests/optimization_example --int_param='-7' --float_param='-89.94799357921804983107' --choice_param='1' --int_param_two='-80' --nr_results=2,0,,runnervmnfq8z,-7,-80,-89.94799357921806404192466288805,1,1_0,COMPLETED,BOTORCH_MODULAR,1.296719442195360061376163685054,2.261766705985309933168991847197,-7,-89.947993579218049831069947686046,-80,1
========================================================================
Current git-hash: c3546d63a689a45925682d4a9ddd9bc196dc9699 (last fully tested stable version 2 commits ago [28988fc1991bf218c08774c90a161646685e05ce, 8699])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 11:46:03] 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: 9e92569f-420d-49fc-836b-f1a1b514e1f9
_______________________________________________
| OmniOpt2 - In pursuit of the ultimate accuracy! |
===============================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_no_transforms --mem_gb=4 --time=60 --worker_timeout=5 --max_eval 2 --num_parallel_jobs 1 --gpus=0 --run_program Li8udGVzdHMvb3B0aW1pemF0aW9uX2V4YW1wbGUgIC0taW50X3BhcmFtPSclKGludF9wYXJhbSknIC0tZmxvYXRfcGFyYW09JyUoZmxvYXRfcGFyYW0pJyAtLWNob2ljZV9wYXJhbT0nJShjaG9pY2VfcGFyYW0pJyAtLWludF9wYXJhbV90d289JyUoaW50X3BhcmFtX3R3byknIC0tbnJfcmVzdWx0cz0y --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 --result_names RESULT1=min RESULT2=min --generate_all_jobs_at_once --follow --show_generate_time_table
Run-folder: /home/runner/work/OmniOpt/OmniOpt/runs/TRANSFORMS_no_transforms/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_no_transforms&run_nr=18 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 │ -65 │ -28.45455288887024 │ -32 │ 4 │ 1.4130723137 │ 2.2577260536 │
├─────────────┼───────────┼────────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -7 │ -89.94799357921805 │ -80 │ 1 │ 1.29671944219536 │ 2.26176670598531 │
└─────────────┴───────────┴────────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │
└───────────────────────┴───────────┴───────────┴──────────────┴─────────────┘
Model generation times
┏━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Iteration ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.012 │ 1 │ 0.012 │
│ 2 │ 0.870 │ 1 │ 0.870 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.441 │ │ │
│ Median │ 0.441 │ │ │
│ Total │ 0.882 │ │ │
│ Max │ 0.870 │ │ │
│ Min │ 0.012 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.096 │ 1 │ 0.096 │
│ 2 │ 0.090 │ 1 │ 0.090 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.093 │ │ │
│ Median │ 0.093 │ │ │
│ Total │ 0.186 │ │ │
│ Max │ 0.096 │ │ │
│ Min │ 0.090 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 11:46:05 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, Started OmniOpt2 run...
2025-10-21 11:46:05 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, getting new HP set (no sbatch)
2025-10-21 11:46:05 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, requested 1 jobs, got 1, 0.01 s/job
2025-10-21 11:46:05 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, eval #1/1 start
2025-10-21 11:46:05 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, starting new job
2025-10-21 11:46:05 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, started new job
2025-10-21 11:46:14 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, new result: 1.41307231372139
2025-10-21 11:46:16 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 11:46:17 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 11:46:17 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, requested 1 jobs, got 1, 0.87 s/job
2025-10-21 11:46:17 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, eval #1/1 start
2025-10-21 11:46:17 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, starting new job
2025-10-21 11:46:17 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, started new job
2025-10-21 11:46:26 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 1 done, new result: 1.29671944219536
2025-10-21 11:46:30 (f0f7a871-d716-4d00-a6eb-39cf05996398): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761047165,752.87109375,23.9
