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
0,1761036697,2,24e487bb-34c7-4e9b-998a-10e9cbf9b91b,1761036699,1761036705,6,./.tests/optimization_example --int_param='-20' --float_param='3.2046222686767578125' --choice_param='1' --int_param_two='9' --nr_results=2,0,,runnervmwhb2z,-20,9,3.2046222686767578125,1,0_0,COMPLETED,SOBOL,1.160191065700000079274900599557,2.125498757099999913577903498663,-20,3.2046222686767578125,9,1
1,1761036709,2,24e487bb-34c7-4e9b-998a-10e9cbf9b91b,1761036711,1761036717,6,./.tests/optimization_example --int_param='-100' --float_param='-100' --choice_param='4' --int_param_two='-71' --nr_results=2,0,,runnervmwhb2z,-100,-71,-100,4,1_0,COMPLETED,BOTORCH_MODULAR,1.379267380180869917438712946023,2.112866666025610129509004764259,-100,-100,-71,4
========================================================================
Current git-hash: 63e807fc69b6d664197862121120493d1af21f37 (last fully tested stable version 8 commits ago [9043d91dbe370183252bdf120ecb2c226402839d, 8689])
Using coverage run -p because $RUN_WITH_COVERAGE is set
[WARNING 10-21 08:51:35] 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: 99463a92-ceb8-4f99-b99b-cd62c382d99a
_________________________________________________
/ \
| OmniOpt2 - Hyperparameter tuning: the art of maki |
| ng educated guesses look scientific! |
\ /
=================================================
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omniopt --live_share --send_anonymized_usage_stats --partition alpha --experiment_name=TRANSFORMS_Cont_X_trans_Y_trans --transforms=Cont_X_trans_Y_trans --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_Cont_X_trans_Y_trans/0
See https://imageseg.scads.de/omniax/share?user_id=runner&experiment_name=TRANSFORMS_Cont_X_trans_Y_trans&run_nr=13 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 │ -20 │ 3.204622268676758 │ 9 │ 1 │ 1.1601910657 │ 2.1254987571 │
├─────────────┼───────────┼───────────────────┼───────────────┼──────────────┼──────────────────┼──────────────────┤
│ 1 │ -100 │ -100 │ -71 │ 4 │ 1.37926738018087 │ 2.11286666602561 │
└─────────────┴───────────┴───────────────────┴───────────────┴──────────────┴──────────────────┴──────────────────┘
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 │ 0.044 │ 1 │ 0.044 │
│ 2 │ 0.639 │ 1 │ 0.639 │
├───────────┼─────────┼──────┼──────────────┤
│ Average │ 0.341 │ │ │
│ Median │ 0.341 │ │ │
│ Total │ 0.682 │ │ │
│ Max │ 0.639 │ │ │
│ Min │ 0.044 │ │ │
└───────────┴─────────┴──────┴──────────────┘
Job submission durations
┏━━━━━━━━━┳━━━━━━━━━┳━━━━━━┳━━━━━━━━━━━━━━┓
┃ Batch ┃ Seconds ┃ Jobs ┃ Time per job ┃
┡━━━━━━━━━╇━━━━━━━━━╇━━━━━━╇━━━━━━━━━━━━━━┩
│ 1 │ 0.220 │ 1 │ 0.220 │
│ 2 │ 0.110 │ 1 │ 0.110 │
├─────────┼─────────┼──────┼──────────────┤
│ Average │ 0.165 │ │ │
│ Median │ 0.165 │ │ │
│ Total │ 0.330 │ │ │
│ Max │ 0.220 │ │ │
│ Min │ 0.110 │ │ │
└─────────┴─────────┴──────┴──────────────┘
2025-10-21 08:51:37 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, Started OmniOpt2 run...
2025-10-21 08:51:37 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, getting new HP set (no sbatch)
2025-10-21 08:51:37 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, requested 1 jobs, got 1, 0.04 s/job
2025-10-21 08:51:37 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, eval #1/1 start
2025-10-21 08:51:37 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, starting new job
2025-10-21 08:51:38 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, started new job
2025-10-21 08:51:47 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, new result: 1.16019106570548
2025-10-21 08:51:48 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, finishing jobs, finished 1 job
2025-10-21 08:51:49 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, getting new HP set (no sbatch)
2025-10-21 08:51:49 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, requested 1 jobs, got 1, 0.64 s/job
2025-10-21 08:51:49 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, eval #1/1 start
2025-10-21 08:51:49 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, starting new job
2025-10-21 08:51:49 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, started new job
2025-10-21 08:51:58 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 1 done, new result: 1.37926738018087
2025-10-21 08:52:01 (24e487bb-34c7-4e9b-998a-10e9cbf9b91b): SOBOL, 2 done, finishing jobs, finished 1 job
timestamp,ram_usage_mb,cpu_usage_percent
1761036697,779.1796875,24.9
